[2025-12-18T20:30:02.454133] [INFO ] [MAG       ] Starting MAG operation...
[2025-12-18T20:30:02.624454] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2025-12-18T20:30:02.800740] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2025-12-18T20:30:02.976436] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2025-12-18T20:30:03.149697] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2025-12-18T20:30:03.150031] [WARN ] [STATE     ] State set to: WAITING
[2025-12-18T20:30:03.150093] [INFO ] [STATE     ] Checking service statuses...
[2025-12-18T20:30:03.156694] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:30:03.160942] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:30:03.236677] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:30:03.315340] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:30:03.394351] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:30:03.394462] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:30:06.399542] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:30:06.403724] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:30:06.407438] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:30:06.411086] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:30:06.414545] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:30:06.414641] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:30:09.419662] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:30:09.423277] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:30:09.426591] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:30:09.429963] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:30:09.433338] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:30:09.433411] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:30:12.438170] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:30:12.441923] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:30:12.445429] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:30:12.449161] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:30:12.452743] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:30:12.452825] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:30:15.457456] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:30:15.461405] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:30:15.465601] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:30:15.469354] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:30:15.472962] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:30:15.473036] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:30:18.478131] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:30:18.481914] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:30:18.485414] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:30:18.489112] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:30:18.492491] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:30:18.492601] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:30:21.497523] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:30:21.501773] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:30:21.506122] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:30:21.510218] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:30:21.513721] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:30:21.513813] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:30:24.519036] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:30:24.522394] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:30:24.525731] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:30:24.529513] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:30:24.533175] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:30:24.533269] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:30:27.538446] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:30:27.542001] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:30:27.545303] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:30:27.548847] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:30:27.552700] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:30:27.552803] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:30:30.558963] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:30:30.563615] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:30:30.568311] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:30:30.572791] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:30:30.577432] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:30:30.577525] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:30:33.583040] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:30:33.586948] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:30:33.591914] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:30:33.598478] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:30:33.604888] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:30:33.605097] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:30:36.610920] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:30:36.615287] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:30:36.619977] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:30:36.624099] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:30:36.628185] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:30:36.628277] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:30:39.632726] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:30:39.636036] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:30:39.639287] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:30:39.644839] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:30:39.648162] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:30:39.648232] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:30:42.654001] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:30:42.658568] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:30:42.663060] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:30:42.667304] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:30:42.671372] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:30:42.671492] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:30:45.678487] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:30:45.684399] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:30:45.689464] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:30:45.695138] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:30:45.700321] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:30:45.700417] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:30:48.705682] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:30:48.709412] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:30:48.712896] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:30:48.716303] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:30:48.719768] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:30:48.719846] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:30:51.724401] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:30:51.727846] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:30:51.731336] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:30:51.734914] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:30:51.738715] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:30:51.738795] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:30:54.744366] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:30:54.747771] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:30:54.751125] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:30:54.754459] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:30:54.758724] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:30:54.758834] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:30:57.763865] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:30:57.767624] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:30:57.771238] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:30:57.774771] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:30:57.778303] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:30:57.778415] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:31:00.784475] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:31:00.789198] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:31:00.793207] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:31:00.797086] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:31:00.801153] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:31:00.801252] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:31:03.806896] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:31:03.811441] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:31:03.816389] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:31:03.821547] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:31:03.826591] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:31:03.826735] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:31:06.832760] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:31:06.837126] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:31:06.841353] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:31:06.845633] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:31:06.849854] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:31:06.849974] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:31:09.856060] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:31:09.861088] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:31:09.865932] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:31:09.870023] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:31:09.873901] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:31:09.873993] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:31:12.879029] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:31:12.883009] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:31:12.886674] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:31:12.890445] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:31:12.894335] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:31:12.894428] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:31:15.899296] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:31:15.903228] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:31:15.906597] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:31:15.910087] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:31:15.913545] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:31:15.913636] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:31:18.918123] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:31:18.921520] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:31:18.924854] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:31:18.928167] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:31:18.931871] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:31:18.931950] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:31:21.936925] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:31:21.940867] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:31:21.944772] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:31:21.948513] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:31:21.952308] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:31:21.952405] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:31:24.958957] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:31:24.963584] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:31:24.967347] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:31:24.970789] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:31:24.973986] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:31:24.974056] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:31:27.979030] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:31:27.982655] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:31:27.986183] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:31:27.989827] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:31:27.993895] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:31:27.993968] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:31:30.998557] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:31:31.002019] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:31:31.005295] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:31:31.008589] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:31:31.011886] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:31:31.011958] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:31:34.016853] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:31:34.020546] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:31:34.087771] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:31:34.153022] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:31:34.220741] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:31:34.220846] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:31:37.226080] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:31:37.229990] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:31:37.234132] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:31:37.238474] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:31:37.242933] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:31:37.243058] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:31:40.248528] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:31:40.252417] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:31:40.256253] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:31:40.260161] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:31:40.264104] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:31:40.264303] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:31:43.269811] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:31:43.273857] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:31:43.277380] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:31:43.280643] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:31:43.283795] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:31:43.283863] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:31:46.289542] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:31:46.293199] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:31:46.296565] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:31:46.299811] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:31:46.303024] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:31:46.303113] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:31:49.308228] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:31:49.311900] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:31:49.315419] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:31:49.319292] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:31:49.322918] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:31:49.323029] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:31:52.328892] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:31:52.333031] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:31:52.336622] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:31:52.340375] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:31:52.344683] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:31:52.344803] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:31:55.350671] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:31:55.355314] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:31:55.359799] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:31:55.363793] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:31:55.367920] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:31:55.368030] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:31:58.373299] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:31:58.377432] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:31:58.381306] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:31:58.384999] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:31:58.388762] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:31:58.388848] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:32:01.395015] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:32:01.399966] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:32:01.404599] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:32:01.408545] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:32:01.412154] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:32:01.412225] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:32:04.417102] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:32:04.421144] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:32:04.432919] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:32:04.438932] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:32:04.444233] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:32:04.444346] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:32:07.449517] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:32:07.453423] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:32:07.456982] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:32:07.460619] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:32:07.464097] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:32:07.464180] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:32:10.469547] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:32:10.473557] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:32:10.477498] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:32:10.481375] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:32:10.485119] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:32:10.485224] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:32:13.491010] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:32:13.495388] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:32:13.499955] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:32:13.504567] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:32:13.508975] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:32:13.509278] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:32:16.514701] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:32:16.518415] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:32:16.521802] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:32:16.524973] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:32:16.528165] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:32:16.528239] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:32:19.533360] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:32:19.537876] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:32:19.542031] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:32:19.547199] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:32:19.552841] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:32:19.553003] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:32:22.557993] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:32:22.561652] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:32:22.565106] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:32:22.568511] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:32:22.572028] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:32:22.572110] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:32:25.579128] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:32:25.584155] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:32:25.587933] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:32:25.591336] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:32:25.594773] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:32:25.594867] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:32:28.600382] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:32:28.604383] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:32:28.608464] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:32:28.612396] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:32:28.616233] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:32:28.616343] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:32:31.622852] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:32:31.627604] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:32:31.631371] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:32:31.634895] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:32:31.638482] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:32:31.638618] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:32:34.644313] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:32:34.648927] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:32:34.653942] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:32:34.658518] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:32:34.662593] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:32:34.662662] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:32:37.667704] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:32:37.671725] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:32:37.675815] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:32:37.679700] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:32:37.683687] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:32:37.683799] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:32:40.688698] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:32:40.693523] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:32:40.697993] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:32:40.701801] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:32:40.705289] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:32:40.705360] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:32:43.712625] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:32:43.716662] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:32:43.720550] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:32:43.724412] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:32:43.728119] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:32:43.728198] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:32:46.733185] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:32:46.737351] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:32:46.741632] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:32:46.745676] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:32:46.749694] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:32:46.749879] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:32:49.754674] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:32:49.758042] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:32:49.761322] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:32:49.764567] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:32:49.767778] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:32:49.767862] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:32:52.773228] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:32:52.776910] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:32:52.780626] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:32:52.784109] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:32:52.788000] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:32:52.788080] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:32:55.793942] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:32:55.798149] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:32:55.802011] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:32:55.805905] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:32:55.809215] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:32:55.809284] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:32:58.816846] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:32:58.823340] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:32:58.829305] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:32:58.835679] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:32:58.843902] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:32:58.844062] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:33:01.850085] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:33:01.854598] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:33:01.858480] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:33:01.862126] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:33:01.865836] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:33:01.865927] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:33:04.871142] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:33:04.875783] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:33:04.880739] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:33:04.885276] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:33:04.889820] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:33:04.889912] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:33:07.894891] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:33:07.898737] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:33:07.906137] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:33:07.909775] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:33:07.913192] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:33:07.913278] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:33:10.917939] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:33:10.921760] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:33:10.925303] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:33:10.928803] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:33:10.932424] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:33:10.932540] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:33:13.938845] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:33:13.944152] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:33:13.948730] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:33:13.952891] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:33:13.957136] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:33:13.957257] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:33:16.962950] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:33:16.966464] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:33:16.970248] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:33:16.973746] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:33:16.977373] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:33:16.977457] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:33:19.983770] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:33:19.988682] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:33:19.992737] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:33:19.996180] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:33:20.000441] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:33:20.000752] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:33:23.004952] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:33:23.008410] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:33:23.011760] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:33:23.014902] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:33:23.018098] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:33:23.018178] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:33:26.023874] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:33:26.029487] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:33:26.034910] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:33:26.040049] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:33:26.043774] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:33:26.043864] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:33:29.048967] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:33:29.052694] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:33:29.056225] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:33:29.059665] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:33:29.063177] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:33:29.063270] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:33:32.068671] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:33:32.072414] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:33:32.075856] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:33:32.079909] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:33:32.083311] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:33:32.083378] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:33:35.088664] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:33:35.093292] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:33:35.160214] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:33:35.229115] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:33:35.296908] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:33:35.297013] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:33:38.302433] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:33:38.306761] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:33:38.310398] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:33:38.314162] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:33:38.317810] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:33:38.317900] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:33:41.322499] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:33:41.325896] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:33:41.329546] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:33:41.333074] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:33:41.336371] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:33:41.336440] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:33:44.340968] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:33:44.345229] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:33:44.348870] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:33:44.352266] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:33:44.355465] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:33:44.355533] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:33:47.363105] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:33:47.366998] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:33:47.370610] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:33:47.374092] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:33:47.378023] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:33:47.378117] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:33:50.385992] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:33:50.394693] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:33:50.400764] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:33:50.408164] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:33:50.415908] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:33:50.416157] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:33:53.421300] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:33:53.424957] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:33:53.428187] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:33:53.431476] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:33:53.434717] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:33:53.434794] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:33:56.439723] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:33:56.443091] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:33:56.446379] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:33:56.449664] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:33:56.452930] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:33:56.453002] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:33:59.458121] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:33:59.461734] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:33:59.465115] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:33:59.468369] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:33:59.471784] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:33:59.471858] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:34:02.476210] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:34:02.479770] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:34:02.483260] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:34:02.486624] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:34:02.489965] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:34:02.490043] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:34:05.494704] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:34:05.498678] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:34:05.503305] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:34:05.507255] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:34:05.511188] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:34:05.511273] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:34:08.517374] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:34:08.522028] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:34:08.525998] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:34:08.530421] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:34:08.534267] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:34:08.534346] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:34:11.538927] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:34:11.542246] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:34:11.545469] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:34:11.548703] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:34:11.552028] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:34:11.552131] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:34:14.557361] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:34:14.561682] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:34:14.565141] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:34:14.568947] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:34:14.572726] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:34:14.572812] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:34:17.577500] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:34:17.580951] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:34:17.584352] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:34:17.587671] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:34:17.591411] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:34:17.591526] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:34:20.595868] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:34:20.599240] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:34:20.602516] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:34:20.605816] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:34:20.609129] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:34:20.609221] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:34:23.613992] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:34:23.617925] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:34:23.621798] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:34:23.625393] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:34:23.629076] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:34:23.629202] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:34:26.634530] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:34:26.638516] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:34:26.642226] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:34:26.646454] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:34:26.650453] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:34:26.650546] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:34:29.656291] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:34:29.660347] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:34:29.664285] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:34:29.667848] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:34:29.671605] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:34:29.671694] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:34:32.677682] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:34:32.681555] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:34:32.685229] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:34:32.688835] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:34:32.692468] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:34:32.692565] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:34:35.697450] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:34:35.703208] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:34:35.707514] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:34:35.713502] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:34:35.718414] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:34:35.718506] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:34:38.723204] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:34:38.727462] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:34:38.732522] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:34:38.736536] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:34:38.740263] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:34:38.740365] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:34:41.746326] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:34:41.751215] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:34:41.755609] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:34:41.760068] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:34:41.763818] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:34:41.763897] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:34:44.768877] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:34:44.773052] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:34:44.776728] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:34:44.780661] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:34:44.784839] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:34:44.784940] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:34:47.790309] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:34:47.794473] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:34:47.798147] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:34:47.801763] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:34:47.805288] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:34:47.805376] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:34:50.810053] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:34:50.814039] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:34:50.818292] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:34:50.822286] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:34:50.825981] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:34:50.826072] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:34:53.830789] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:34:53.834435] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:34:53.838193] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:34:53.841811] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:34:53.845288] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:34:53.845387] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:34:56.851879] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:34:56.856790] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:34:56.861908] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:34:56.867084] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:34:56.872087] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:34:56.872220] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:34:59.878588] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:34:59.882950] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:34:59.886783] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:34:59.890822] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:34:59.894998] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:34:59.895104] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:35:02.900111] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:35:02.903941] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:35:02.907715] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:35:02.911389] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:35:02.915073] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:35:02.915166] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:35:05.920240] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:35:05.923786] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:35:05.927979] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:35:05.932248] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:35:05.936370] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:35:05.936474] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:35:08.942340] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:35:08.947009] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:35:08.951637] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:35:08.956105] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:35:08.960507] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:35:08.960620] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:35:11.965456] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:35:11.974455] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:35:11.978512] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:35:11.981990] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:35:11.985371] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:35:11.985449] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:35:14.991342] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:35:14.996846] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:35:15.002100] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:35:15.007243] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:35:15.012750] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:35:15.012876] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:35:18.019265] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:35:18.023131] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:35:18.026534] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-18T20:35:18.029894] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:35:18.033179] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:35:18.033256] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-18T20:35:21.038252] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-18T20:35:21.042027] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:35:21.045849] [WARN ] [sig-status] Service 'sig' is not running.
[2025-12-18T20:35:21.049615] [WARN ] [sig-status] Service 'sig' is not running, has completed successfully since the last trading day (2025-12-18), and is a dependency of this service.
[2025-12-18T20:35:21.053479] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-18T20:35:21.057420] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-18T20:35:21.057767] [WARN ] [STATE     ] State set to: RUNNING
[2025-12-18T20:35:21.057894] [INFO ] [MODE      ] Using multithreaded
[2025-12-18T20:35:21.057961] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-18T20:35:21.063772] [DEBUG] [REMOTE    ] Found 48 available forecast dates.
[2025-12-18T20:35:21.064011] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-19.txt'.
[2025-12-18T20:35:21.071318] [DEBUG] [REMOTE    ] Fetched 3566 signal forecasts for 2025-12-19.
[2025-12-18T20:35:21.098858] [INFO ] [main      ] Starting parallel forecast configuration with 4 worker processes for 0 symbols
[2025-12-18T20:35:21.103445] [INFO ] [main      ] Parallel configuration completed in 0.0s. Processed 0 symbols.
[2025-12-18T20:35:21.103518] [INFO ] [main      ] Configuration success rate: 0.0% (0/0 symbols)
[2025-12-18T20:35:21.516794] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: MAG Forecast Configuration Completed (0/0 @ 0.00%)'
[2025-12-18T20:35:21.525922] [INFO ] [MODE      ] Using multithreaded
[2025-12-18T20:35:21.526020] [INFO ] [main      ] Fetching signal forecasts...
[2025-12-18T20:35:21.526074] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-18T20:35:21.532415] [DEBUG] [REMOTE    ] Found 48 available forecast dates.
[2025-12-18T20:35:21.532632] [INFO ] [main      ] Found available forecast date (2025-12-19).
[2025-12-18T20:35:21.532708] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-19.txt'.
[2025-12-18T20:35:21.539317] [DEBUG] [REMOTE    ] Fetched 3566 signal forecasts for 2025-12-19.
[2025-12-18T20:35:21.539515] [INFO ] [main      ] Fetched 3566 forecasts.
[2025-12-18T20:35:21.539793] [INFO ] [main      ] Found 421 high-confidence bullish forecasts (>= 90.0%).
[2025-12-18T20:35:21.539856] [INFO ] [main      ] Starting parallel forecast generation with 4 worker processes for 421 symbols
[2025-12-18T20:35:21.565185] [INFO ] [main      ] Fetching symbol history for DGRE...
[2025-12-18T20:35:21.565520] [DEBUG] [REMOTE    ] DGRE: Fetching historical data.
[2025-12-18T20:35:21.565954] [INFO ] [main      ] Fetching symbol history for OABI...
[2025-12-18T20:35:21.566249] [DEBUG] [REMOTE    ] OABI: Fetching historical data.
[2025-12-18T20:35:21.565369] [INFO ] [main      ] Fetching symbol history for PCN...
[2025-12-18T20:35:21.566363] [DEBUG] [REMOTE    ] PCN: Fetching historical data.
[2025-12-18T20:35:21.567798] [INFO ] [main      ] Fetching symbol history for CCK...
[2025-12-18T20:35:21.568037] [DEBUG] [REMOTE    ] CCK: Fetching historical data.
[2025-12-18T20:35:21.591421] [DEBUG] [REMOTE    ] OABI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:21.591516] [DEBUG] [REMOTE    ] PCN: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:21.592601] [DEBUG] [LOCAL     ] Loaded configuration for PCN: 4 features, N/A% accuracy
[2025-12-18T20:35:21.592597] [DEBUG] [LOCAL     ] Loaded configuration for OABI: 10 features, N/A% accuracy
[2025-12-18T20:35:21.592663] [INFO ] [LOCAL     ] PCN: Loaded 4 optimal features with 56.27% confidence from JSON config
[2025-12-18T20:35:21.592663] [INFO ] [LOCAL     ] OABI: Loaded 10 optimal features with 36.85% confidence from JSON config
[2025-12-18T20:35:21.592700] [DEBUG] [MAG       ] Building data for symbol: PCN with lookback: 0
[2025-12-18T20:35:21.592702] [DEBUG] [MAG       ] Building data for symbol: OABI with lookback: 0
[2025-12-18T20:35:21.592723] [DEBUG] [REMOTE    ] DGRE: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:21.593404] [DEBUG] [LOCAL     ] Loaded configuration for DGRE: 2 features, N/A% accuracy
[2025-12-18T20:35:21.593464] [INFO ] [LOCAL     ] DGRE: Loaded 2 optimal features with 51.96% confidence from JSON config
[2025-12-18T20:35:21.593500] [DEBUG] [MAG       ] Building data for symbol: DGRE with lookback: 0
[2025-12-18T20:35:21.594133] [DEBUG] [REMOTE    ] CCK: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:21.594734] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:35:21.594730] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-18T20:35:21.594827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:21.594827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:21.594964] [DEBUG] [LOCAL     ] Loaded configuration for CCK: 5 features, N/A% accuracy
[2025-12-18T20:35:21.595027] [INFO ] [LOCAL     ] CCK: Loaded 5 optimal features with 58.19% confidence from JSON config
[2025-12-18T20:35:21.595081] [DEBUG] [MAG       ] Building data for symbol: CCK with lookback: 0
[2025-12-18T20:35:21.595292] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:35:21.595371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:21.596837] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:21.596914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:21.601235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:21.601274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:21.601365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:21.602870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:35:21.603670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:21.603703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:21.604408] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:21.604537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:21.604542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:21.604883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:35:21.605096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:21.605440] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:21.605601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-18T20:35:21.643330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:35:21.644748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-18T20:35:21.647549] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:21.718396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-18T20:35:21.796917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-18T20:35:21.797921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-18T20:35:21.800987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-18T20:35:21.803154] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:21.950005] [DEBUG] [MAG       ] DGRE: Last date is validated at 2025-12-18
[2025-12-18T20:35:21.955243] [DEBUG] [MAG       ] PCN: Last date is validated at 2025-12-18
[2025-12-18T20:35:22.004798] [DEBUG] [MAG       ] CCK: Last date is validated at 2025-12-18
[2025-12-18T20:35:22.129092] [DEBUG] [MAG       ] DGRE: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:22.133046] [DEBUG] [MAG       ] PCN: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:22.158773] [DEBUG] [MAG       ] OABI: Last date is validated at 2025-12-18
[2025-12-18T20:35:22.178903] [DEBUG] [MAG       ] CCK: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:22.205993] [INFO ] [LOCAL     ] PCN: Saved forecast.
[2025-12-18T20:35:22.206073] [INFO ] [main      ] PCN: Signal=1 (Conf=100.0%), Magnitude=-0.31% (Conf=56.2675%)
[2025-12-18T20:35:22.206882] [INFO ] [main      ] Fetching symbol history for STEM...
[2025-12-18T20:35:22.206937] [DEBUG] [REMOTE    ] STEM: Fetching historical data.
[2025-12-18T20:35:22.206916] [INFO ] [main      ] Progress: 1/421 forecasts completed (0.2%). PCN finished in 0.6s. ETA: 4m 40s. Rate: 89.96 forecasts/min
[2025-12-18T20:35:22.213369] [INFO ] [LOCAL     ] DGRE: Saved forecast.
[2025-12-18T20:35:22.213446] [INFO ] [main      ] DGRE: Signal=1 (Conf=100.0%), Magnitude=-0.16% (Conf=51.9643%)
[2025-12-18T20:35:22.213957] [INFO ] [main      ] Progress: 2/421 forecasts completed (0.5%). DGRE finished in 0.6s. ETA: 2m 21s. Rate: 178.03 forecasts/min
[2025-12-18T20:35:22.214098] [INFO ] [main      ] Fetching symbol history for RRGB...
[2025-12-18T20:35:22.214144] [DEBUG] [REMOTE    ] RRGB: Fetching historical data.
[2025-12-18T20:35:22.217720] [DEBUG] [REMOTE    ] STEM: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:22.218623] [DEBUG] [LOCAL     ] Loaded configuration for STEM: 5 features, N/A% accuracy
[2025-12-18T20:35:22.218674] [INFO ] [LOCAL     ] STEM: Loaded 5 optimal features with 59.84% confidence from JSON config
[2025-12-18T20:35:22.218705] [DEBUG] [MAG       ] Building data for symbol: STEM with lookback: 0
[2025-12-18T20:35:22.219510] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:22.219588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:22.224367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:22.224768] [DEBUG] [REMOTE    ] RRGB: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:22.225248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:22.225737] [DEBUG] [LOCAL     ] Loaded configuration for RRGB: 6 features, N/A% accuracy
[2025-12-18T20:35:22.225798] [INFO ] [LOCAL     ] RRGB: Loaded 6 optimal features with 56.01% confidence from JSON config
[2025-12-18T20:35:22.225847] [DEBUG] [MAG       ] Building data for symbol: RRGB with lookback: 0
[2025-12-18T20:35:22.226318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:35:22.226622] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:35:22.226690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:22.228082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-18T20:35:22.228826] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:22.232044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:22.234158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:22.234967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:22.235470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:35:22.236853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-18T20:35:22.237704] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:22.299345] [INFO ] [LOCAL     ] CCK: Saved forecast.
[2025-12-18T20:35:22.299436] [INFO ] [main      ] CCK: Signal=1 (Conf=100.0%), Magnitude=0.50% (Conf=58.1949%)
[2025-12-18T20:35:22.299993] [INFO ] [main      ] Fetching symbol history for JKHY...
[2025-12-18T20:35:22.300050] [DEBUG] [REMOTE    ] JKHY: Fetching historical data.
[2025-12-18T20:35:22.300653] [INFO ] [main      ] Progress: 3/421 forecasts completed (0.7%). CCK finished in 0.7s. ETA: 1m 46s. Rate: 236.61 forecasts/min
[2025-12-18T20:35:22.311304] [DEBUG] [REMOTE    ] JKHY: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:22.312403] [DEBUG] [LOCAL     ] Loaded configuration for JKHY: 9 features, N/A% accuracy
[2025-12-18T20:35:22.312463] [INFO ] [LOCAL     ] JKHY: Loaded 9 optimal features with 53.57% confidence from JSON config
[2025-12-18T20:35:22.312496] [DEBUG] [MAG       ] Building data for symbol: JKHY with lookback: 0
[2025-12-18T20:35:22.313343] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-18T20:35:22.313410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:22.315183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:22.315849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:22.316340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-18T20:35:22.319331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-18T20:35:22.320093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:22.320604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-18T20:35:22.321883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-18T20:35:22.323907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-18T20:35:22.329750] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:22.331401] [DEBUG] [MAG       ] OABI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:22.436295] [INFO ] [LOCAL     ] OABI: Saved forecast.
[2025-12-18T20:35:22.436372] [INFO ] [main      ] OABI: Signal=1 (Conf=100.0%), Magnitude=0.73% (Conf=36.8497%)
[2025-12-18T20:35:22.436805] [INFO ] [main      ] Fetching symbol history for ANF...
[2025-12-18T20:35:22.436859] [DEBUG] [REMOTE    ] ANF: Fetching historical data.
[2025-12-18T20:35:22.438651] [INFO ] [main      ] Progress: 4/421 forecasts completed (1.0%). OABI finished in 0.9s. ETA: 1m 34s. Rate: 267.04 forecasts/min
[2025-12-18T20:35:22.449784] [DEBUG] [REMOTE    ] ANF: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:22.450678] [DEBUG] [LOCAL     ] Loaded configuration for ANF: 6 features, N/A% accuracy
[2025-12-18T20:35:22.450747] [INFO ] [LOCAL     ] ANF: Loaded 6 optimal features with 52.60% confidence from JSON config
[2025-12-18T20:35:22.450780] [DEBUG] [MAG       ] Building data for symbol: ANF with lookback: 0
[2025-12-18T20:35:22.451615] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:35:22.451677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:22.453372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:22.453911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:22.454380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:22.454886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-18T20:35:22.507102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-18T20:35:22.508923] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:22.562094] [DEBUG] [MAG       ] STEM: Last date is validated at 2025-12-18
[2025-12-18T20:35:22.576493] [DEBUG] [MAG       ] RRGB: Last date is validated at 2025-12-18
[2025-12-18T20:35:22.676604] [DEBUG] [MAG       ] JKHY: Last date is validated at 2025-12-18
[2025-12-18T20:35:22.730472] [DEBUG] [MAG       ] STEM: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:22.748229] [DEBUG] [MAG       ] RRGB: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:22.818807] [INFO ] [LOCAL     ] RRGB: Saved forecast.
[2025-12-18T20:35:22.818874] [INFO ] [main      ] RRGB: Signal=1 (Conf=100.0%), Magnitude=-1.59% (Conf=56.0096%)
[2025-12-18T20:35:22.819296] [INFO ] [main      ] Progress: 5/421 forecasts completed (1.2%). RRGB finished in 0.6s. ETA: 1m 46s. Rate: 234.49 forecasts/min
[2025-12-18T20:35:22.819435] [INFO ] [main      ] Fetching symbol history for OVID...
[2025-12-18T20:35:22.819478] [DEBUG] [REMOTE    ] OVID: Fetching historical data.
[2025-12-18T20:35:22.830597] [DEBUG] [REMOTE    ] OVID: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:22.831467] [INFO ] [LOCAL     ] STEM: Saved forecast.
[2025-12-18T20:35:22.831536] [INFO ] [main      ] STEM: Signal=1 (Conf=100.0%), Magnitude=7.01% (Conf=59.8362%)
[2025-12-18T20:35:22.831595] [DEBUG] [LOCAL     ] Loaded configuration for OVID: 3 features, N/A% accuracy
[2025-12-18T20:35:22.831649] [INFO ] [LOCAL     ] OVID: Loaded 3 optimal features with 53.70% confidence from JSON config
[2025-12-18T20:35:22.831681] [DEBUG] [MAG       ] Building data for symbol: OVID with lookback: 0
[2025-12-18T20:35:22.831917] [INFO ] [main      ] Fetching symbol history for NKSH...
[2025-12-18T20:35:22.831978] [DEBUG] [REMOTE    ] NKSH: Fetching historical data.
[2025-12-18T20:35:22.832516] [INFO ] [main      ] Progress: 6/421 forecasts completed (1.4%). STEM finished in 0.6s. ETA: 1m 29s. Rate: 278.51 forecasts/min
[2025-12-18T20:35:22.832454] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:35:22.832643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:22.837464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-18T20:35:22.838941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:22.840931] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:22.841956] [DEBUG] [REMOTE    ] NKSH: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:22.842815] [DEBUG] [LOCAL     ] Loaded configuration for NKSH: 3 features, N/A% accuracy
[2025-12-18T20:35:22.842867] [INFO ] [LOCAL     ] NKSH: Loaded 3 optimal features with 55.28% confidence from JSON config
[2025-12-18T20:35:22.842897] [DEBUG] [MAG       ] Building data for symbol: NKSH with lookback: 0
[2025-12-18T20:35:22.843665] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:35:22.843724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:22.844618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-18T20:35:22.845324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-18T20:35:22.847709] [DEBUG] [MAG       ] JKHY: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:22.848132] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:22.848522] [DEBUG] [MAG       ] ANF: Last date is validated at 2025-12-18
[2025-12-18T20:35:22.961271] [INFO ] [LOCAL     ] JKHY: Saved forecast.
[2025-12-18T20:35:22.961343] [INFO ] [main      ] JKHY: Signal=1 (Conf=100.0%), Magnitude=0.45% (Conf=53.5721%)
[2025-12-18T20:35:22.961752] [INFO ] [main      ] Fetching symbol history for BBLG...
[2025-12-18T20:35:22.961804] [DEBUG] [REMOTE    ] BBLG: Fetching historical data.
[2025-12-18T20:35:22.962673] [INFO ] [main      ] Progress: 7/421 forecasts completed (1.7%). JKHY finished in 0.7s. ETA: 1m 24s. Rate: 295.20 forecasts/min
[2025-12-18T20:35:22.972266] [DEBUG] [REMOTE    ] BBLG: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:22.974001] [DEBUG] [LOCAL     ] Loaded configuration for BBLG: 6 features, N/A% accuracy
[2025-12-18T20:35:22.974054] [INFO ] [LOCAL     ] BBLG: Loaded 6 optimal features with 55.63% confidence from JSON config
[2025-12-18T20:35:22.974086] [DEBUG] [MAG       ] Building data for symbol: BBLG with lookback: 0
[2025-12-18T20:35:22.974890] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:35:22.974953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:22.979796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:22.981641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:22.982182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:22.982603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-18T20:35:23.018217] [DEBUG] [MAG       ] ANF: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:23.095075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-18T20:35:23.097931] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:23.155016] [INFO ] [LOCAL     ] ANF: Saved forecast.
[2025-12-18T20:35:23.155085] [INFO ] [main      ] ANF: Signal=1 (Conf=100.0%), Magnitude=0.02% (Conf=52.596%)
[2025-12-18T20:35:23.155583] [INFO ] [main      ] Fetching symbol history for BFK...
[2025-12-18T20:35:23.155637] [DEBUG] [REMOTE    ] BFK: Fetching historical data.
[2025-12-18T20:35:23.155659] [INFO ] [main      ] Progress: 8/421 forecasts completed (1.9%). ANF finished in 0.7s. ETA: 1m 23s. Rate: 297.08 forecasts/min
[2025-12-18T20:35:23.166245] [DEBUG] [REMOTE    ] BFK: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:23.167187] [DEBUG] [LOCAL     ] Loaded configuration for BFK: 3 features, N/A% accuracy
[2025-12-18T20:35:23.167257] [INFO ] [LOCAL     ] BFK: Loaded 3 optimal features with 46.11% confidence from JSON config
[2025-12-18T20:35:23.167297] [DEBUG] [MAG       ] Building data for symbol: BFK with lookback: 0
[2025-12-18T20:35:23.168237] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:35:23.168305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:23.169316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:35:23.171118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-18T20:35:23.171919] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:23.179924] [DEBUG] [MAG       ] NKSH: Last date is validated at 2025-12-18
[2025-12-18T20:35:23.180146] [DEBUG] [MAG       ] OVID: Last date is validated at 2025-12-18
[2025-12-18T20:35:23.346598] [DEBUG] [MAG       ] NKSH: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:23.351256] [DEBUG] [MAG       ] OVID: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:23.421308] [INFO ] [LOCAL     ] NKSH: Saved forecast.
[2025-12-18T20:35:23.421380] [INFO ] [main      ] NKSH: Signal=1 (Conf=100.0%), Magnitude=-1.04% (Conf=55.2775%)
[2025-12-18T20:35:23.421799] [INFO ] [main      ] Progress: 9/421 forecasts completed (2.1%). NKSH finished in 0.6s. ETA: 1m 26s. Rate: 286.94 forecasts/min
[2025-12-18T20:35:23.421928] [INFO ] [main      ] Fetching symbol history for XYL...
[2025-12-18T20:35:23.421973] [DEBUG] [REMOTE    ] XYL: Fetching historical data.
[2025-12-18T20:35:23.433677] [DEBUG] [REMOTE    ] XYL: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:23.434886] [DEBUG] [LOCAL     ] Loaded configuration for XYL: 6 features, N/A% accuracy
[2025-12-18T20:35:23.434941] [INFO ] [LOCAL     ] XYL: Loaded 6 optimal features with 66.98% confidence from JSON config
[2025-12-18T20:35:23.434975] [DEBUG] [MAG       ] Building data for symbol: XYL with lookback: 0
[2025-12-18T20:35:23.435771] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:35:23.435834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:23.441043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:23.441874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:23.442829] [DEBUG] [MAG       ] BBLG: Last date is validated at 2025-12-18
[2025-12-18T20:35:23.444265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:35:23.465891] [INFO ] [LOCAL     ] OVID: Saved forecast.
[2025-12-18T20:35:23.465959] [INFO ] [main      ] OVID: Signal=1 (Conf=100.0%), Magnitude=-12.53% (Conf=53.6964%)
[2025-12-18T20:35:23.466367] [INFO ] [main      ] Fetching symbol history for IBM...
[2025-12-18T20:35:23.466419] [DEBUG] [REMOTE    ] IBM: Fetching historical data.
[2025-12-18T20:35:23.466633] [INFO ] [main      ] Progress: 10/421 forecasts completed (2.4%). OVID finished in 0.6s. ETA: 1m 19s. Rate: 311.41 forecasts/min
[2025-12-18T20:35:23.477433] [DEBUG] [REMOTE    ] IBM: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:23.478977] [DEBUG] [LOCAL     ] Loaded configuration for IBM: 3 features, N/A% accuracy
[2025-12-18T20:35:23.479056] [INFO ] [LOCAL     ] IBM: Loaded 3 optimal features with 72.49% confidence from JSON config
[2025-12-18T20:35:23.479091] [DEBUG] [MAG       ] Building data for symbol: IBM with lookback: 0
[2025-12-18T20:35:23.479899] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:35:23.479959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:23.480739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:23.481822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:35:23.483606] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:23.484943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:35:23.486131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-18T20:35:23.487240] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:23.518290] [DEBUG] [MAG       ] BFK: Last date is validated at 2025-12-18
[2025-12-18T20:35:23.611950] [DEBUG] [MAG       ] BBLG: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:23.684229] [INFO ] [LOCAL     ] BBLG: Saved forecast.
[2025-12-18T20:35:23.684297] [INFO ] [main      ] BBLG: Signal=1 (Conf=100.0%), Magnitude=-6.31% (Conf=55.629%)
[2025-12-18T20:35:23.684483] [INFO ] [main      ] Fetching symbol history for RAIL...
[2025-12-18T20:35:23.684529] [DEBUG] [REMOTE    ] RAIL: Fetching historical data.
[2025-12-18T20:35:23.685655] [INFO ] [main      ] Progress: 11/421 forecasts completed (2.6%). BBLG finished in 0.7s. ETA: 1m 20s. Rate: 307.58 forecasts/min
[2025-12-18T20:35:23.685993] [DEBUG] [MAG       ] BFK: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:23.696214] [DEBUG] [REMOTE    ] RAIL: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:23.697516] [DEBUG] [LOCAL     ] Loaded configuration for RAIL: 1 features, N/A% accuracy
[2025-12-18T20:35:23.697592] [INFO ] [LOCAL     ] RAIL: Loaded 1 optimal features with 49.20% confidence from JSON config
[2025-12-18T20:35:23.697627] [DEBUG] [MAG       ] Building data for symbol: RAIL with lookback: 0
[2025-12-18T20:35:23.698423] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-18T20:35:23.698484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-18T20:35:23.702828] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:23.741618] [INFO ] [LOCAL     ] BFK: Saved forecast.
[2025-12-18T20:35:23.741689] [INFO ] [main      ] BFK: Signal=1 (Conf=100.0%), Magnitude=0.16% (Conf=46.1078%)
[2025-12-18T20:35:23.741860] [INFO ] [main      ] Fetching symbol history for MSA...
[2025-12-18T20:35:23.741905] [DEBUG] [REMOTE    ] MSA: Fetching historical data.
[2025-12-18T20:35:23.743669] [INFO ] [main      ] Progress: 12/421 forecasts completed (2.9%). BFK finished in 0.6s. ETA: 1m 15s. Rate: 326.71 forecasts/min
[2025-12-18T20:35:23.753764] [DEBUG] [REMOTE    ] MSA: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:23.754833] [DEBUG] [LOCAL     ] Loaded configuration for MSA: 8 features, N/A% accuracy
[2025-12-18T20:35:23.754888] [INFO ] [LOCAL     ] MSA: Loaded 8 optimal features with 44.64% confidence from JSON config
[2025-12-18T20:35:23.754921] [DEBUG] [MAG       ] Building data for symbol: MSA with lookback: 0
[2025-12-18T20:35:23.755786] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-18T20:35:23.755850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:23.757595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:23.758117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-18T20:35:23.827865] [DEBUG] [MAG       ] IBM: Last date is validated at 2025-12-18
[2025-12-18T20:35:23.828614] [DEBUG] [MAG       ] XYL: Last date is validated at 2025-12-18
[2025-12-18T20:35:23.878099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:35:23.880416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:35:23.881479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-18T20:35:23.935792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-18T20:35:23.940593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-18T20:35:23.942082] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:24.002844] [DEBUG] [MAG       ] XYL: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:24.004017] [DEBUG] [MAG       ] IBM: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:24.041260] [DEBUG] [MAG       ] RAIL: Last date is validated at 2025-12-18
[2025-12-18T20:35:24.114189] [INFO ] [LOCAL     ] XYL: Saved forecast.
[2025-12-18T20:35:24.114256] [INFO ] [main      ] XYL: Signal=1 (Conf=100.0%), Magnitude=0.89% (Conf=66.98%)
[2025-12-18T20:35:24.114842] [INFO ] [main      ] Progress: 13/421 forecasts completed (3.1%). XYL finished in 0.7s. ETA: 1m 21s. Rate: 302.92 forecasts/min
[2025-12-18T20:35:24.114966] [INFO ] [main      ] Fetching symbol history for IEF...
[2025-12-18T20:35:24.115008] [DEBUG] [REMOTE    ] IEF: Fetching historical data.
[2025-12-18T20:35:24.127514] [DEBUG] [REMOTE    ] IEF: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:24.129574] [DEBUG] [LOCAL     ] Loaded configuration for IEF: 8 features, N/A% accuracy
[2025-12-18T20:35:24.129665] [INFO ] [LOCAL     ] IEF: Loaded 8 optimal features with 48.79% confidence from JSON config
[2025-12-18T20:35:24.129706] [DEBUG] [MAG       ] Building data for symbol: IEF with lookback: 0
[2025-12-18T20:35:24.130826] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-18T20:35:24.130896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:24.135260] [INFO ] [LOCAL     ] IBM: Saved forecast.
[2025-12-18T20:35:24.135325] [INFO ] [main      ] IBM: Signal=1 (Conf=100.0%), Magnitude=-1.33% (Conf=72.4875%)
[2025-12-18T20:35:24.135724] [INFO ] [main      ] Fetching symbol history for BPYPM...
[2025-12-18T20:35:24.135777] [DEBUG] [REMOTE    ] BPYPM: Fetching historical data.
[2025-12-18T20:35:24.136286] [INFO ] [main      ] Progress: 14/421 forecasts completed (3.3%). IBM finished in 0.7s. ETA: 1m 15s. Rate: 323.53 forecasts/min
[2025-12-18T20:35:24.136213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:24.138360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:24.138956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:24.139492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:24.140803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:24.141333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-18T20:35:24.142750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-18T20:35:24.144949] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:24.148289] [DEBUG] [REMOTE    ] BPYPM: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:24.149148] [DEBUG] [LOCAL     ] Loaded configuration for BPYPM: 4 features, N/A% accuracy
[2025-12-18T20:35:24.149200] [INFO ] [LOCAL     ] BPYPM: Loaded 4 optimal features with 61.76% confidence from JSON config
[2025-12-18T20:35:24.149240] [DEBUG] [MAG       ] Building data for symbol: BPYPM with lookback: 0
[2025-12-18T20:35:24.150010] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:35:24.150070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:24.154828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:24.155645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-18T20:35:24.157632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-18T20:35:24.162164] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:24.215611] [DEBUG] [MAG       ] RAIL: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:24.291089] [INFO ] [LOCAL     ] RAIL: Saved forecast.
[2025-12-18T20:35:24.291155] [INFO ] [main      ] RAIL: Signal=1 (Conf=100.0%), Magnitude=0.07% (Conf=49.2043%)
[2025-12-18T20:35:24.291521] [INFO ] [main      ] Fetching symbol history for LPSN...
[2025-12-18T20:35:24.291587] [DEBUG] [REMOTE    ] LPSN: Fetching historical data.
[2025-12-18T20:35:24.291654] [INFO ] [main      ] Progress: 15/421 forecasts completed (3.6%). RAIL finished in 0.6s. ETA: 1m 14s. Rate: 327.06 forecasts/min
[2025-12-18T20:35:24.302363] [DEBUG] [MAG       ] MSA: Last date is validated at 2025-12-18
[2025-12-18T20:35:24.302826] [DEBUG] [REMOTE    ] LPSN: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:24.304028] [DEBUG] [LOCAL     ] Loaded configuration for LPSN: 2 features, N/A% accuracy
[2025-12-18T20:35:24.304080] [INFO ] [LOCAL     ] LPSN: Loaded 2 optimal features with 48.89% confidence from JSON config
[2025-12-18T20:35:24.304111] [DEBUG] [MAG       ] Building data for symbol: LPSN with lookback: 0
[2025-12-18T20:35:24.304903] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:35:24.304962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:24.305707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-18T20:35:24.306884] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:24.477473] [DEBUG] [MAG       ] MSA: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:24.497412] [DEBUG] [MAG       ] IEF: Last date is validated at 2025-12-18
[2025-12-18T20:35:24.515715] [DEBUG] [MAG       ] BPYPM: Last date is validated at 2025-12-18
[2025-12-18T20:35:24.598171] [INFO ] [LOCAL     ] MSA: Saved forecast.
[2025-12-18T20:35:24.598243] [INFO ] [main      ] MSA: Signal=1 (Conf=100.0%), Magnitude=-0.97% (Conf=44.6423%)
[2025-12-18T20:35:24.598443] [INFO ] [main      ] Fetching symbol history for SO...
[2025-12-18T20:35:24.598488] [DEBUG] [REMOTE    ] SO: Fetching historical data.
[2025-12-18T20:35:24.600643] [INFO ] [main      ] Progress: 16/421 forecasts completed (3.8%). MSA finished in 0.9s. ETA: 1m 17s. Rate: 313.65 forecasts/min
[2025-12-18T20:35:24.611438] [DEBUG] [REMOTE    ] SO: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:24.613779] [DEBUG] [LOCAL     ] Loaded configuration for SO: 2 features, N/A% accuracy
[2025-12-18T20:35:24.613837] [INFO ] [LOCAL     ] SO: Loaded 2 optimal features with 46.66% confidence from JSON config
[2025-12-18T20:35:24.613869] [DEBUG] [MAG       ] Building data for symbol: SO with lookback: 0
[2025-12-18T20:35:24.614727] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:35:24.614797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:35:24.616517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-18T20:35:24.617324] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:24.656514] [DEBUG] [MAG       ] LPSN: Last date is validated at 2025-12-18
[2025-12-18T20:35:24.670389] [DEBUG] [MAG       ] IEF: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:24.693527] [DEBUG] [MAG       ] BPYPM: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:24.742565] [INFO ] [LOCAL     ] IEF: Saved forecast.
[2025-12-18T20:35:24.742649] [INFO ] [main      ] IEF: Signal=1 (Conf=100.0%), Magnitude=0.50% (Conf=48.7917%)
[2025-12-18T20:35:24.742992] [INFO ] [main      ] Progress: 17/421 forecasts completed (4.0%). IEF finished in 0.6s. ETA: 1m 16s. Rate: 318.44 forecasts/min
[2025-12-18T20:35:24.743123] [INFO ] [main      ] Fetching symbol history for NIC...
[2025-12-18T20:35:24.743165] [DEBUG] [REMOTE    ] NIC: Fetching historical data.
[2025-12-18T20:35:24.755092] [DEBUG] [REMOTE    ] NIC: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:24.755994] [DEBUG] [LOCAL     ] Loaded configuration for NIC: 5 features, N/A% accuracy
[2025-12-18T20:35:24.756045] [INFO ] [LOCAL     ] NIC: Loaded 5 optimal features with 49.74% confidence from JSON config
[2025-12-18T20:35:24.756076] [DEBUG] [MAG       ] Building data for symbol: NIC with lookback: 0
[2025-12-18T20:35:24.756860] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:24.756922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:24.758613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:24.759163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:24.759560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-18T20:35:24.760743] [INFO ] [LOCAL     ] BPYPM: Saved forecast.
[2025-12-18T20:35:24.760825] [INFO ] [main      ] BPYPM: Signal=1 (Conf=100.0%), Magnitude=1.18% (Conf=61.7618%)
[2025-12-18T20:35:24.761189] [INFO ] [main      ] Progress: 18/421 forecasts completed (4.3%). BPYPM finished in 0.6s. ETA: 1m 12s. Rate: 335.27 forecasts/min
[2025-12-18T20:35:24.762131] [INFO ] [main      ] Fetching symbol history for ECPG...
[2025-12-18T20:35:24.762185] [DEBUG] [REMOTE    ] ECPG: Fetching historical data.
[2025-12-18T20:35:24.776041] [DEBUG] [REMOTE    ] ECPG: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:24.777028] [DEBUG] [LOCAL     ] Loaded configuration for ECPG: 7 features, N/A% accuracy
[2025-12-18T20:35:24.777079] [INFO ] [LOCAL     ] ECPG: Loaded 7 optimal features with 51.10% confidence from JSON config
[2025-12-18T20:35:24.777111] [DEBUG] [MAG       ] Building data for symbol: ECPG with lookback: 0
[2025-12-18T20:35:24.777900] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-18T20:35:24.777963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:24.783182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:24.785052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:24.785548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:24.786327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-18T20:35:24.808447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-18T20:35:24.811401] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:24.828381] [DEBUG] [MAG       ] LPSN: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:24.899158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-18T20:35:24.903716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-18T20:35:24.904467] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:24.922177] [INFO ] [LOCAL     ] LPSN: Saved forecast.
[2025-12-18T20:35:24.922249] [INFO ] [main      ] LPSN: Signal=1 (Conf=100.0%), Magnitude=4.17% (Conf=48.8904%)
[2025-12-18T20:35:24.922689] [INFO ] [main      ] Fetching symbol history for BAM...
[2025-12-18T20:35:24.922743] [DEBUG] [REMOTE    ] BAM: Fetching historical data.
[2025-12-18T20:35:24.923648] [INFO ] [main      ] Progress: 19/421 forecasts completed (4.5%). LPSN finished in 0.6s. ETA: 1m 12s. Rate: 336.91 forecasts/min
[2025-12-18T20:35:24.937448] [DEBUG] [REMOTE    ] BAM: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:24.939152] [DEBUG] [LOCAL     ] Loaded configuration for BAM: 9 features, N/A% accuracy
[2025-12-18T20:35:24.939228] [INFO ] [LOCAL     ] BAM: Loaded 9 optimal features with 68.32% confidence from JSON config
[2025-12-18T20:35:24.939260] [DEBUG] [MAG       ] Building data for symbol: BAM with lookback: 0
[2025-12-18T20:35:24.940314] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-18T20:35:24.940412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:24.945828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:24.947883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:24.948425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:24.949264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:24.950160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:35:24.951031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-18T20:35:24.954220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-18T20:35:24.955126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-18T20:35:24.956214] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:24.986758] [DEBUG] [MAG       ] SO: Last date is validated at 2025-12-18
[2025-12-18T20:35:25.144053] [DEBUG] [MAG       ] NIC: Last date is validated at 2025-12-18
[2025-12-18T20:35:25.153354] [DEBUG] [MAG       ] SO: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:25.233953] [INFO ] [LOCAL     ] SO: Saved forecast.
[2025-12-18T20:35:25.234018] [INFO ] [main      ] SO: Signal=1 (Conf=100.0%), Magnitude=2.08% (Conf=46.663%)
[2025-12-18T20:35:25.234174] [INFO ] [main      ] Fetching symbol history for KBWB...
[2025-12-18T20:35:25.234220] [DEBUG] [REMOTE    ] KBWB: Fetching historical data.
[2025-12-18T20:35:25.235658] [INFO ] [main      ] Progress: 20/421 forecasts completed (4.8%). SO finished in 0.6s. ETA: 1m 14s. Rate: 324.70 forecasts/min
[2025-12-18T20:35:25.242126] [DEBUG] [MAG       ] ECPG: Last date is validated at 2025-12-18
[2025-12-18T20:35:25.245681] [DEBUG] [REMOTE    ] KBWB: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:25.246695] [DEBUG] [LOCAL     ] Loaded configuration for KBWB: 4 features, N/A% accuracy
[2025-12-18T20:35:25.246754] [INFO ] [LOCAL     ] KBWB: Loaded 4 optimal features with 52.08% confidence from JSON config
[2025-12-18T20:35:25.246785] [DEBUG] [MAG       ] Building data for symbol: KBWB with lookback: 0
[2025-12-18T20:35:25.247568] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:35:25.247653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:35:25.249250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-18T20:35:25.251973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-18T20:35:25.253351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-18T20:35:25.256219] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:25.310009] [DEBUG] [MAG       ] NIC: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:25.311350] [DEBUG] [MAG       ] BAM: Last date is validated at 2025-12-18
[2025-12-18T20:35:25.410796] [INFO ] [LOCAL     ] NIC: Saved forecast.
[2025-12-18T20:35:25.410862] [INFO ] [main      ] NIC: Signal=1 (Conf=100.0%), Magnitude=2.03% (Conf=49.7359%)
[2025-12-18T20:35:25.411235] [INFO ] [main      ] Fetching symbol history for LBTYK...
[2025-12-18T20:35:25.411284] [DEBUG] [REMOTE    ] LBTYK: Fetching historical data.
[2025-12-18T20:35:25.411629] [INFO ] [main      ] Progress: 21/421 forecasts completed (5.0%). NIC finished in 0.7s. ETA: 1m 14s. Rate: 325.44 forecasts/min
[2025-12-18T20:35:25.417315] [DEBUG] [MAG       ] ECPG: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:25.422737] [DEBUG] [REMOTE    ] LBTYK: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:25.424013] [DEBUG] [LOCAL     ] Loaded configuration for LBTYK: 8 features, N/A% accuracy
[2025-12-18T20:35:25.424083] [INFO ] [LOCAL     ] LBTYK: Loaded 8 optimal features with 57.61% confidence from JSON config
[2025-12-18T20:35:25.424114] [DEBUG] [MAG       ] Building data for symbol: LBTYK with lookback: 0
[2025-12-18T20:35:25.424877] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-18T20:35:25.424947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:25.429716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:25.431535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:25.432036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:25.432420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:25.433276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-18T20:35:25.435886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-18T20:35:25.436568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-18T20:35:25.438172] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:25.487101] [DEBUG] [MAG       ] BAM: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:25.522595] [INFO ] [LOCAL     ] ECPG: Saved forecast.
[2025-12-18T20:35:25.522665] [INFO ] [main      ] ECPG: Signal=1 (Conf=100.0%), Magnitude=1.91% (Conf=51.1049%)
[2025-12-18T20:35:25.523008] [INFO ] [main      ] Fetching symbol history for BSMS...
[2025-12-18T20:35:25.523069] [DEBUG] [REMOTE    ] BSMS: Fetching historical data.
[2025-12-18T20:35:25.524057] [INFO ] [main      ] Progress: 22/421 forecasts completed (5.2%). ECPG finished in 0.8s. ETA: 1m 12s. Rate: 331.31 forecasts/min
[2025-12-18T20:35:25.535350] [DEBUG] [REMOTE    ] BSMS: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:25.537046] [DEBUG] [LOCAL     ] Loaded configuration for BSMS: 16 features, N/A% accuracy
[2025-12-18T20:35:25.537098] [INFO ] [LOCAL     ] BSMS: Loaded 16 optimal features with 31.04% confidence from JSON config
[2025-12-18T20:35:25.537130] [DEBUG] [MAG       ] Building data for symbol: BSMS with lookback: 0
[2025-12-18T20:35:25.537968] [DEBUG] [FEATURES  ] DataBuilder: Executing 16 feature methods.
[2025-12-18T20:35:25.538037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:25.542943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:25.544795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:25.545288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:25.545751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:25.546151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:25.546920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:25.547751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:25.550214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-18T20:35:25.587010] [INFO ] [LOCAL     ] BAM: Saved forecast.
[2025-12-18T20:35:25.587077] [INFO ] [main      ] BAM: Signal=1 (Conf=100.0%), Magnitude=0.88% (Conf=68.3196%)
[2025-12-18T20:35:25.587447] [INFO ] [main      ] Fetching symbol history for PTON...
[2025-12-18T20:35:25.587497] [DEBUG] [REMOTE    ] PTON: Fetching historical data.
[2025-12-18T20:35:25.587664] [INFO ] [main      ] Progress: 23/421 forecasts completed (5.5%). BAM finished in 0.7s. ETA: 1m 10s. Rate: 340.93 forecasts/min
[2025-12-18T20:35:25.600077] [DEBUG] [REMOTE    ] PTON: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:25.601365] [DEBUG] [LOCAL     ] Loaded configuration for PTON: 5 features, N/A% accuracy
[2025-12-18T20:35:25.601416] [INFO ] [LOCAL     ] PTON: Loaded 5 optimal features with 70.41% confidence from JSON config
[2025-12-18T20:35:25.601447] [DEBUG] [MAG       ] Building data for symbol: PTON with lookback: 0
[2025-12-18T20:35:25.602225] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:25.602294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:25.603961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:25.604459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:25.605225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:25.607470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-18T20:35:25.609011] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:25.610655] [DEBUG] [MAG       ] KBWB: Last date is validated at 2025-12-18
[2025-12-18T20:35:25.659883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:35:25.661871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:35:25.700970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:35:25.702266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-18T20:35:25.745213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:35:25.746363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-18T20:35:25.748475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-18T20:35:25.751055] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:25.771104] [DEBUG] [MAG       ] LBTYK: Last date is validated at 2025-12-18
[2025-12-18T20:35:25.780285] [DEBUG] [MAG       ] KBWB: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:25.872992] [INFO ] [LOCAL     ] KBWB: Saved forecast.
[2025-12-18T20:35:25.873076] [INFO ] [main      ] KBWB: Signal=1 (Conf=100.0%), Magnitude=0.74% (Conf=52.0759%)
[2025-12-18T20:35:25.873527] [INFO ] [main      ] Fetching symbol history for CAH...
[2025-12-18T20:35:25.873593] [DEBUG] [REMOTE    ] CAH: Fetching historical data.
[2025-12-18T20:35:25.873688] [INFO ] [main      ] Progress: 24/421 forecasts completed (5.7%). KBWB finished in 0.6s. ETA: 1m 12s. Rate: 332.27 forecasts/min
[2025-12-18T20:35:25.887097] [DEBUG] [REMOTE    ] CAH: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:25.888277] [DEBUG] [LOCAL     ] Loaded configuration for CAH: 10 features, N/A% accuracy
[2025-12-18T20:35:25.888328] [INFO ] [LOCAL     ] CAH: Loaded 10 optimal features with 41.88% confidence from JSON config
[2025-12-18T20:35:25.888359] [DEBUG] [MAG       ] Building data for symbol: CAH with lookback: 0
[2025-12-18T20:35:25.889318] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-18T20:35:25.889383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:25.894129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-18T20:35:25.895472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:25.897187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:25.897668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-18T20:35:25.898690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-18T20:35:25.900300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-18T20:35:25.901305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-18T20:35:25.901976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-18T20:35:25.903184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-18T20:35:25.904868] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:25.936646] [DEBUG] [MAG       ] LBTYK: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:25.940369] [DEBUG] [MAG       ] PTON: Last date is validated at 2025-12-18
[2025-12-18T20:35:26.007929] [INFO ] [LOCAL     ] LBTYK: Saved forecast.
[2025-12-18T20:35:26.008015] [INFO ] [main      ] LBTYK: Signal=1 (Conf=100.0%), Magnitude=-1.36% (Conf=57.6102%)
[2025-12-18T20:35:26.008420] [INFO ] [main      ] Fetching symbol history for IONS...
[2025-12-18T20:35:26.008471] [DEBUG] [REMOTE    ] IONS: Fetching historical data.
[2025-12-18T20:35:26.008670] [INFO ] [main      ] Progress: 25/421 forecasts completed (5.9%). LBTYK finished in 0.6s. ETA: 1m 11s. Rate: 335.66 forecasts/min
[2025-12-18T20:35:26.020467] [DEBUG] [REMOTE    ] IONS: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:26.021262] [DEBUG] [LOCAL     ] Loaded configuration for IONS: 9 features, N/A% accuracy
[2025-12-18T20:35:26.021312] [INFO ] [LOCAL     ] IONS: Loaded 9 optimal features with 53.82% confidence from JSON config
[2025-12-18T20:35:26.021342] [DEBUG] [MAG       ] Building data for symbol: IONS with lookback: 0
[2025-12-18T20:35:26.022185] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-18T20:35:26.022258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:26.027051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:26.028842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:26.029384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:26.029806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:26.030511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-18T20:35:26.090324] [DEBUG] [MAG       ] BSMS: Last date is validated at 2025-12-18
[2025-12-18T20:35:26.107719] [DEBUG] [MAG       ] PTON: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:26.136882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:35:26.174752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:35:26.176094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-18T20:35:26.177134] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:26.245326] [INFO ] [LOCAL     ] PTON: Saved forecast.
[2025-12-18T20:35:26.245399] [INFO ] [main      ] PTON: Signal=1 (Conf=100.0%), Magnitude=1.30% (Conf=70.4097%)
[2025-12-18T20:35:26.245782] [INFO ] [main      ] Fetching symbol history for HLI...
[2025-12-18T20:35:26.245834] [DEBUG] [REMOTE    ] HLI: Fetching historical data.
[2025-12-18T20:35:26.246661] [INFO ] [main      ] Progress: 26/421 forecasts completed (6.2%). PTON finished in 0.7s. ETA: 1m 12s. Rate: 331.44 forecasts/min
[2025-12-18T20:35:26.256395] [DEBUG] [MAG       ] BSMS: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:26.257153] [DEBUG] [MAG       ] CAH: Last date is validated at 2025-12-18
[2025-12-18T20:35:26.259061] [DEBUG] [REMOTE    ] HLI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:26.260029] [DEBUG] [LOCAL     ] Loaded configuration for HLI: 1 features, N/A% accuracy
[2025-12-18T20:35:26.260079] [INFO ] [LOCAL     ] HLI: Loaded 1 optimal features with 40.20% confidence from JSON config
[2025-12-18T20:35:26.260111] [DEBUG] [MAG       ] Building data for symbol: HLI with lookback: 0
[2025-12-18T20:35:26.260893] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-18T20:35:26.260950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-18T20:35:26.262300] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:26.326803] [INFO ] [LOCAL     ] BSMS: Saved forecast.
[2025-12-18T20:35:26.326869] [INFO ] [main      ] BSMS: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=31.0434%)
[2025-12-18T20:35:26.327032] [INFO ] [main      ] Fetching symbol history for VIRC...
[2025-12-18T20:35:26.327076] [DEBUG] [REMOTE    ] VIRC: Fetching historical data.
[2025-12-18T20:35:26.327834] [INFO ] [main      ] Progress: 27/421 forecasts completed (6.4%). BSMS finished in 0.8s. ETA: 1m 10s. Rate: 338.35 forecasts/min
[2025-12-18T20:35:26.338617] [DEBUG] [REMOTE    ] VIRC: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:26.340179] [DEBUG] [LOCAL     ] Loaded configuration for VIRC: 7 features, N/A% accuracy
[2025-12-18T20:35:26.340231] [INFO ] [LOCAL     ] VIRC: Loaded 7 optimal features with 45.91% confidence from JSON config
[2025-12-18T20:35:26.340261] [DEBUG] [MAG       ] Building data for symbol: VIRC with lookback: 0
[2025-12-18T20:35:26.341069] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-18T20:35:26.341131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:26.345830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:26.347554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:26.348046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:26.348492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:26.348894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:26.349787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:26.352126] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:26.438980] [DEBUG] [MAG       ] CAH: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:26.508488] [DEBUG] [MAG       ] IONS: Last date is validated at 2025-12-18
[2025-12-18T20:35:26.598464] [DEBUG] [MAG       ] HLI: Last date is validated at 2025-12-18
[2025-12-18T20:35:26.680322] [DEBUG] [MAG       ] IONS: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:26.690592] [DEBUG] [MAG       ] VIRC: Last date is validated at 2025-12-18
[2025-12-18T20:35:26.717772] [INFO ] [LOCAL     ] CAH: Saved forecast.
[2025-12-18T20:35:26.717845] [INFO ] [main      ] CAH: Signal=1 (Conf=100.0%), Magnitude=1.18% (Conf=41.8755%)
[2025-12-18T20:35:26.718245] [INFO ] [main      ] Fetching symbol history for NAC...
[2025-12-18T20:35:26.718299] [DEBUG] [REMOTE    ] NAC: Fetching historical data.
[2025-12-18T20:35:26.718678] [INFO ] [main      ] Progress: 28/421 forecasts completed (6.7%). CAH finished in 0.8s. ETA: 1m 13s. Rate: 324.40 forecasts/min
[2025-12-18T20:35:26.729700] [DEBUG] [REMOTE    ] NAC: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:26.730596] [DEBUG] [LOCAL     ] Loaded configuration for NAC: 6 features, N/A% accuracy
[2025-12-18T20:35:26.730648] [INFO ] [LOCAL     ] NAC: Loaded 6 optimal features with 32.57% confidence from JSON config
[2025-12-18T20:35:26.730679] [DEBUG] [MAG       ] Building data for symbol: NAC with lookback: 0
[2025-12-18T20:35:26.731448] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:35:26.731509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:26.736178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:26.736990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:26.739307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:35:26.768290] [DEBUG] [MAG       ] HLI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:26.777269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-18T20:35:26.779440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-18T20:35:26.780171] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:26.800024] [INFO ] [LOCAL     ] IONS: Saved forecast.
[2025-12-18T20:35:26.800090] [INFO ] [main      ] IONS: Signal=1 (Conf=100.0%), Magnitude=-4.31% (Conf=53.8161%)
[2025-12-18T20:35:26.800479] [INFO ] [main      ] Fetching symbol history for QBTS...
[2025-12-18T20:35:26.800531] [DEBUG] [REMOTE    ] QBTS: Fetching historical data.
[2025-12-18T20:35:26.800672] [INFO ] [main      ] Progress: 29/421 forecasts completed (6.9%). IONS finished in 0.8s. ETA: 1m 11s. Rate: 330.75 forecasts/min
[2025-12-18T20:35:26.812286] [DEBUG] [REMOTE    ] QBTS: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:26.813325] [DEBUG] [LOCAL     ] Loaded configuration for QBTS: 8 features, N/A% accuracy
[2025-12-18T20:35:26.813380] [INFO ] [LOCAL     ] QBTS: Loaded 8 optimal features with 61.34% confidence from JSON config
[2025-12-18T20:35:26.813412] [DEBUG] [MAG       ] Building data for symbol: QBTS with lookback: 0
[2025-12-18T20:35:26.814206] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-18T20:35:26.814271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:26.815135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-18T20:35:26.819075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:26.820784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:26.821613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-18T20:35:26.822610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-18T20:35:26.824198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-18T20:35:26.825221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-18T20:35:26.825906] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:26.870739] [DEBUG] [MAG       ] VIRC: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:26.875941] [INFO ] [LOCAL     ] HLI: Saved forecast.
[2025-12-18T20:35:26.876072] [INFO ] [main      ] HLI: Signal=1 (Conf=100.0%), Magnitude=1.64% (Conf=40.2026%)
[2025-12-18T20:35:26.876429] [INFO ] [main      ] Fetching symbol history for ZM...
[2025-12-18T20:35:26.876478] [DEBUG] [REMOTE    ] ZM: Fetching historical data.
[2025-12-18T20:35:26.876664] [INFO ] [main      ] Progress: 30/421 forecasts completed (7.1%). HLI finished in 0.6s. ETA: 1m 10s. Rate: 337.28 forecasts/min
[2025-12-18T20:35:26.889432] [DEBUG] [REMOTE    ] ZM: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:26.890645] [DEBUG] [LOCAL     ] Loaded configuration for ZM: 4 features, N/A% accuracy
[2025-12-18T20:35:26.890698] [INFO ] [LOCAL     ] ZM: Loaded 4 optimal features with 42.47% confidence from JSON config
[2025-12-18T20:35:26.890729] [DEBUG] [MAG       ] Building data for symbol: ZM with lookback: 0
[2025-12-18T20:35:26.891489] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:35:26.891550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:26.896281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-18T20:35:26.947811] [INFO ] [LOCAL     ] VIRC: Saved forecast.
[2025-12-18T20:35:26.947902] [INFO ] [main      ] VIRC: Signal=1 (Conf=100.0%), Magnitude=5.88% (Conf=45.9051%)
[2025-12-18T20:35:26.948140] [INFO ] [main      ] Fetching symbol history for TKO...
[2025-12-18T20:35:26.948193] [DEBUG] [REMOTE    ] TKO: Fetching historical data.
[2025-12-18T20:35:26.948934] [INFO ] [main      ] Progress: 31/421 forecasts completed (7.4%). VIRC finished in 0.6s. ETA: 1m 8s. Rate: 343.87 forecasts/min
[2025-12-18T20:35:26.961597] [DEBUG] [REMOTE    ] TKO: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:26.962771] [DEBUG] [LOCAL     ] Loaded configuration for TKO: 2 features, N/A% accuracy
[2025-12-18T20:35:26.962842] [INFO ] [LOCAL     ] TKO: Loaded 2 optimal features with 46.59% confidence from JSON config
[2025-12-18T20:35:26.962892] [DEBUG] [MAG       ] Building data for symbol: TKO with lookback: 0
[2025-12-18T20:35:26.963810] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:35:26.963874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:26.968845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:26.969795] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:27.003742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-18T20:35:27.018427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-18T20:35:27.020080] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:27.130510] [DEBUG] [MAG       ] NAC: Last date is validated at 2025-12-18
[2025-12-18T20:35:27.158592] [DEBUG] [MAG       ] QBTS: Last date is validated at 2025-12-18
[2025-12-18T20:35:27.311568] [DEBUG] [MAG       ] NAC: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:27.323465] [DEBUG] [MAG       ] TKO: Last date is validated at 2025-12-18
[2025-12-18T20:35:27.327022] [DEBUG] [MAG       ] QBTS: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:27.369918] [DEBUG] [MAG       ] ZM: Last date is validated at 2025-12-18
[2025-12-18T20:35:27.377867] [INFO ] [LOCAL     ] NAC: Saved forecast.
[2025-12-18T20:35:27.377943] [INFO ] [main      ] NAC: Signal=1 (Conf=100.0%), Magnitude=-0.03% (Conf=32.5736%)
[2025-12-18T20:35:27.378313] [INFO ] [main      ] Fetching symbol history for QDEL...
[2025-12-18T20:35:27.378368] [DEBUG] [REMOTE    ] QDEL: Fetching historical data.
[2025-12-18T20:35:27.378670] [INFO ] [main      ] Progress: 32/421 forecasts completed (7.6%). NAC finished in 0.7s. ETA: 1m 11s. Rate: 328.84 forecasts/min
[2025-12-18T20:35:27.389429] [DEBUG] [REMOTE    ] QDEL: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:27.390525] [DEBUG] [LOCAL     ] Loaded configuration for QDEL: 3 features, N/A% accuracy
[2025-12-18T20:35:27.390600] [INFO ] [LOCAL     ] QDEL: Loaded 3 optimal features with 57.30% confidence from JSON config
[2025-12-18T20:35:27.390634] [DEBUG] [MAG       ] Building data for symbol: QDEL with lookback: 0
[2025-12-18T20:35:27.391430] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:35:27.391490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:27.396204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-18T20:35:27.429331] [INFO ] [LOCAL     ] QBTS: Saved forecast.
[2025-12-18T20:35:27.429398] [INFO ] [main      ] QBTS: Signal=1 (Conf=100.0%), Magnitude=4.77% (Conf=61.3435%)
[2025-12-18T20:35:27.429767] [INFO ] [main      ] Fetching symbol history for IEP...
[2025-12-18T20:35:27.429817] [DEBUG] [REMOTE    ] IEP: Fetching historical data.
[2025-12-18T20:35:27.431686] [INFO ] [main      ] Progress: 33/421 forecasts completed (7.8%). QBTS finished in 0.6s. ETA: 1m 9s. Rate: 336.06 forecasts/min
[2025-12-18T20:35:27.442633] [DEBUG] [REMOTE    ] IEP: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:27.443655] [DEBUG] [LOCAL     ] Loaded configuration for IEP: 4 features, N/A% accuracy
[2025-12-18T20:35:27.443709] [INFO ] [LOCAL     ] IEP: Loaded 4 optimal features with 56.75% confidence from JSON config
[2025-12-18T20:35:27.443739] [DEBUG] [MAG       ] Building data for symbol: IEP with lookback: 0
[2025-12-18T20:35:27.444509] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:35:27.444569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:27.446221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:27.446754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:27.447141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-18T20:35:27.471101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-18T20:35:27.474479] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:27.501513] [DEBUG] [MAG       ] TKO: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:27.551723] [DEBUG] [MAG       ] ZM: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:27.554319] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:27.612130] [INFO ] [LOCAL     ] TKO: Saved forecast.
[2025-12-18T20:35:27.612202] [INFO ] [main      ] TKO: Signal=1 (Conf=100.0%), Magnitude=0.62% (Conf=46.5912%)
[2025-12-18T20:35:27.612371] [INFO ] [main      ] Fetching symbol history for INMD...
[2025-12-18T20:35:27.612416] [DEBUG] [REMOTE    ] INMD: Fetching historical data.
[2025-12-18T20:35:27.612848] [INFO ] [main      ] Progress: 34/421 forecasts completed (8.1%). TKO finished in 0.7s. ETA: 1m 9s. Rate: 335.92 forecasts/min
[2025-12-18T20:35:27.623890] [DEBUG] [REMOTE    ] INMD: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:27.624912] [DEBUG] [LOCAL     ] Loaded configuration for INMD: 2 features, N/A% accuracy
[2025-12-18T20:35:27.624966] [INFO ] [LOCAL     ] INMD: Loaded 2 optimal features with 59.17% confidence from JSON config
[2025-12-18T20:35:27.624998] [DEBUG] [MAG       ] Building data for symbol: INMD with lookback: 0
[2025-12-18T20:35:27.625782] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:35:27.625860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:27.626564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:27.627423] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:27.655113] [INFO ] [LOCAL     ] ZM: Saved forecast.
[2025-12-18T20:35:27.655184] [INFO ] [main      ] ZM: Signal=1 (Conf=100.0%), Magnitude=-1.14% (Conf=42.4658%)
[2025-12-18T20:35:27.655559] [INFO ] [main      ] Fetching symbol history for ONB...
[2025-12-18T20:35:27.655631] [DEBUG] [REMOTE    ] ONB: Fetching historical data.
[2025-12-18T20:35:27.655651] [INFO ] [main      ] Progress: 35/421 forecasts completed (8.3%). ZM finished in 0.8s. ETA: 1m 7s. Rate: 343.38 forecasts/min
[2025-12-18T20:35:27.669098] [DEBUG] [REMOTE    ] ONB: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:27.670223] [DEBUG] [LOCAL     ] Loaded configuration for ONB: 1 features, N/A% accuracy
[2025-12-18T20:35:27.670278] [INFO ] [LOCAL     ] ONB: Loaded 1 optimal features with 55.14% confidence from JSON config
[2025-12-18T20:35:27.670309] [DEBUG] [MAG       ] Building data for symbol: ONB with lookback: 0
[2025-12-18T20:35:27.671509] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-18T20:35:27.671591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-18T20:35:27.722992] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:27.813342] [DEBUG] [MAG       ] QDEL: Last date is validated at 2025-12-18
[2025-12-18T20:35:27.884736] [DEBUG] [MAG       ] IEP: Last date is validated at 2025-12-18
[2025-12-18T20:35:27.963364] [DEBUG] [MAG       ] INMD: Last date is validated at 2025-12-18
[2025-12-18T20:35:27.982909] [DEBUG] [MAG       ] QDEL: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:28.054106] [DEBUG] [MAG       ] IEP: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:28.060750] [DEBUG] [MAG       ] ONB: Last date is validated at 2025-12-18
[2025-12-18T20:35:28.091961] [INFO ] [LOCAL     ] QDEL: Saved forecast.
[2025-12-18T20:35:28.092031] [INFO ] [main      ] QDEL: Signal=1 (Conf=100.0%), Magnitude=-2.17% (Conf=57.2988%)
[2025-12-18T20:35:28.092202] [INFO ] [main      ] Fetching symbol history for ATLO...
[2025-12-18T20:35:28.092246] [DEBUG] [REMOTE    ] ATLO: Fetching historical data.
[2025-12-18T20:35:28.093664] [INFO ] [main      ] Progress: 36/421 forecasts completed (8.6%). QDEL finished in 0.7s. ETA: 1m 10s. Rate: 329.58 forecasts/min
[2025-12-18T20:35:28.103682] [DEBUG] [REMOTE    ] ATLO: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:28.104675] [DEBUG] [LOCAL     ] Loaded configuration for ATLO: 5 features, N/A% accuracy
[2025-12-18T20:35:28.104728] [INFO ] [LOCAL     ] ATLO: Loaded 5 optimal features with 41.69% confidence from JSON config
[2025-12-18T20:35:28.104760] [DEBUG] [MAG       ] Building data for symbol: ATLO with lookback: 0
[2025-12-18T20:35:28.105716] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:28.105779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:28.110622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:28.112494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:28.113007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:28.113404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:28.114179] [INFO ] [LOCAL     ] IEP: Saved forecast.
[2025-12-18T20:35:28.114246] [INFO ] [main      ] IEP: Signal=1 (Conf=100.0%), Magnitude=-0.57% (Conf=56.7485%)
[2025-12-18T20:35:28.114300] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:28.114616] [INFO ] [main      ] Fetching symbol history for CIVB...
[2025-12-18T20:35:28.114669] [DEBUG] [REMOTE    ] CIVB: Fetching historical data.
[2025-12-18T20:35:28.114641] [INFO ] [main      ] Progress: 37/421 forecasts completed (8.8%). IEP finished in 0.7s. ETA: 1m 8s. Rate: 337.66 forecasts/min
[2025-12-18T20:35:28.127469] [DEBUG] [REMOTE    ] CIVB: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:28.128406] [DEBUG] [LOCAL     ] Loaded configuration for CIVB: 9 features, N/A% accuracy
[2025-12-18T20:35:28.128462] [INFO ] [LOCAL     ] CIVB: Loaded 9 optimal features with 62.15% confidence from JSON config
[2025-12-18T20:35:28.128494] [DEBUG] [MAG       ] Building data for symbol: CIVB with lookback: 0
[2025-12-18T20:35:28.129339] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-18T20:35:28.129404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:28.134099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:28.135862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:28.136338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:28.136737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:28.137566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-18T20:35:28.138197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-18T20:35:28.140779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-18T20:35:28.143445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-18T20:35:28.145541] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:28.147141] [DEBUG] [MAG       ] INMD: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:28.216711] [INFO ] [LOCAL     ] INMD: Saved forecast.
[2025-12-18T20:35:28.216777] [INFO ] [main      ] INMD: Signal=1 (Conf=100.0%), Magnitude=1.22% (Conf=59.1717%)
[2025-12-18T20:35:28.217087] [INFO ] [main      ] Fetching symbol history for HUM...
[2025-12-18T20:35:28.217136] [DEBUG] [REMOTE    ] HUM: Fetching historical data.
[2025-12-18T20:35:28.218036] [INFO ] [main      ] Progress: 38/421 forecasts completed (9.0%). INMD finished in 0.6s. ETA: 1m 7s. Rate: 341.41 forecasts/min
[2025-12-18T20:35:28.228290] [DEBUG] [REMOTE    ] HUM: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:28.229234] [DEBUG] [LOCAL     ] Loaded configuration for HUM: 1 features, N/A% accuracy
[2025-12-18T20:35:28.229288] [INFO ] [LOCAL     ] HUM: Loaded 1 optimal features with 52.75% confidence from JSON config
[2025-12-18T20:35:28.229322] [DEBUG] [MAG       ] Building data for symbol: HUM with lookback: 0
[2025-12-18T20:35:28.230130] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-18T20:35:28.230081] [DEBUG] [MAG       ] ONB: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:28.230191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:28.232621] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:28.298967] [INFO ] [LOCAL     ] ONB: Saved forecast.
[2025-12-18T20:35:28.299058] [INFO ] [main      ] ONB: Signal=1 (Conf=100.0%), Magnitude=-0.20% (Conf=55.1361%)
[2025-12-18T20:35:28.299407] [INFO ] [main      ] Fetching symbol history for OPRX...
[2025-12-18T20:35:28.299456] [DEBUG] [REMOTE    ] OPRX: Fetching historical data.
[2025-12-18T20:35:28.299663] [INFO ] [main      ] Progress: 39/421 forecasts completed (9.3%). ONB finished in 0.6s. ETA: 1m 6s. Rate: 346.17 forecasts/min
[2025-12-18T20:35:28.312284] [DEBUG] [REMOTE    ] OPRX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:28.313273] [DEBUG] [LOCAL     ] Loaded configuration for OPRX: 5 features, N/A% accuracy
[2025-12-18T20:35:28.313330] [INFO ] [LOCAL     ] OPRX: Loaded 5 optimal features with 48.12% confidence from JSON config
[2025-12-18T20:35:28.313362] [DEBUG] [MAG       ] Building data for symbol: OPRX with lookback: 0
[2025-12-18T20:35:28.314153] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:28.314223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:28.315913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:28.316412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:28.317319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-18T20:35:28.318444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-18T20:35:28.319148] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:28.452686] [DEBUG] [MAG       ] ATLO: Last date is validated at 2025-12-18
[2025-12-18T20:35:28.485124] [DEBUG] [MAG       ] CIVB: Last date is validated at 2025-12-18
[2025-12-18T20:35:28.571766] [DEBUG] [MAG       ] HUM: Last date is validated at 2025-12-18
[2025-12-18T20:35:28.619088] [DEBUG] [MAG       ] ATLO: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:28.647782] [DEBUG] [MAG       ] OPRX: Last date is validated at 2025-12-18
[2025-12-18T20:35:28.650858] [DEBUG] [MAG       ] CIVB: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:28.682364] [INFO ] [LOCAL     ] ATLO: Saved forecast.
[2025-12-18T20:35:28.682438] [INFO ] [main      ] ATLO: Signal=1 (Conf=100.0%), Magnitude=-1.03% (Conf=41.6922%)
[2025-12-18T20:35:28.682942] [INFO ] [main      ] Fetching symbol history for UPLD...
[2025-12-18T20:35:28.682994] [DEBUG] [REMOTE    ] UPLD: Fetching historical data.
[2025-12-18T20:35:28.683650] [INFO ] [main      ] Progress: 40/421 forecasts completed (9.5%). ATLO finished in 0.6s. ETA: 1m 8s. Rate: 335.96 forecasts/min
[2025-12-18T20:35:28.695880] [DEBUG] [REMOTE    ] UPLD: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:28.696949] [DEBUG] [LOCAL     ] Loaded configuration for UPLD: 8 features, N/A% accuracy
[2025-12-18T20:35:28.697002] [INFO ] [LOCAL     ] UPLD: Loaded 8 optimal features with 72.51% confidence from JSON config
[2025-12-18T20:35:28.697033] [DEBUG] [MAG       ] Building data for symbol: UPLD with lookback: 0
[2025-12-18T20:35:28.697815] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-18T20:35:28.697890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:28.699617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:28.700118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:28.702488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-18T20:35:28.732376] [INFO ] [LOCAL     ] CIVB: Saved forecast.
[2025-12-18T20:35:28.732444] [INFO ] [main      ] CIVB: Signal=1 (Conf=100.0%), Magnitude=0.01% (Conf=62.1456%)
[2025-12-18T20:35:28.732834] [INFO ] [main      ] Fetching symbol history for FRBA...
[2025-12-18T20:35:28.732885] [DEBUG] [REMOTE    ] FRBA: Fetching historical data.
[2025-12-18T20:35:28.733660] [INFO ] [main      ] Progress: 41/421 forecasts completed (9.7%). CIVB finished in 0.6s. ETA: 1m 7s. Rate: 341.96 forecasts/min
[2025-12-18T20:35:28.743165] [DEBUG] [MAG       ] HUM: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:28.745671] [DEBUG] [REMOTE    ] FRBA: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:28.746620] [DEBUG] [LOCAL     ] Loaded configuration for FRBA: 5 features, N/A% accuracy
[2025-12-18T20:35:28.746670] [INFO ] [LOCAL     ] FRBA: Loaded 5 optimal features with 59.11% confidence from JSON config
[2025-12-18T20:35:28.746701] [DEBUG] [MAG       ] Building data for symbol: FRBA with lookback: 0
[2025-12-18T20:35:28.747481] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:28.747542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:28.752312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:28.753284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-18T20:35:28.754296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-18T20:35:28.755011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-18T20:35:28.756116] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:28.809401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:35:28.811353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:35:28.812711] [DEBUG] [MAG       ] OPRX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:28.849045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-18T20:35:28.851128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-18T20:35:28.852129] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:28.873245] [INFO ] [LOCAL     ] HUM: Saved forecast.
[2025-12-18T20:35:28.873314] [INFO ] [main      ] HUM: Signal=1 (Conf=100.0%), Magnitude=-2.49% (Conf=52.7504%)
[2025-12-18T20:35:28.873654] [INFO ] [main      ] Fetching symbol history for ULCC...
[2025-12-18T20:35:28.873705] [DEBUG] [REMOTE    ] ULCC: Fetching historical data.
[2025-12-18T20:35:28.874594] [INFO ] [main      ] Progress: 42/421 forecasts completed (10.0%). HUM finished in 0.7s. ETA: 1m 6s. Rate: 343.57 forecasts/min
[2025-12-18T20:35:28.884852] [DEBUG] [REMOTE    ] ULCC: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:28.885749] [DEBUG] [LOCAL     ] Loaded configuration for ULCC: 1 features, N/A% accuracy
[2025-12-18T20:35:28.885801] [INFO ] [LOCAL     ] ULCC: Loaded 1 optimal features with 50.50% confidence from JSON config
[2025-12-18T20:35:28.885831] [DEBUG] [MAG       ] Building data for symbol: ULCC with lookback: 0
[2025-12-18T20:35:28.886615] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-18T20:35:28.886673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:28.887785] [INFO ] [LOCAL     ] OPRX: Saved forecast.
[2025-12-18T20:35:28.887850] [INFO ] [main      ] OPRX: Signal=1 (Conf=100.0%), Magnitude=-3.15% (Conf=48.1179%)
[2025-12-18T20:35:28.888202] [INFO ] [main      ] Fetching symbol history for AGNCM...
[2025-12-18T20:35:28.888251] [DEBUG] [REMOTE    ] AGNCM: Fetching historical data.
[2025-12-18T20:35:28.888658] [INFO ] [main      ] Progress: 43/421 forecasts completed (10.2%). OPRX finished in 0.6s. ETA: 1m 5s. Rate: 351.08 forecasts/min
[2025-12-18T20:35:28.891674] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:28.900482] [DEBUG] [REMOTE    ] AGNCM: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:28.901491] [DEBUG] [LOCAL     ] Loaded configuration for AGNCM: 1 features, N/A% accuracy
[2025-12-18T20:35:28.901546] [INFO ] [LOCAL     ] AGNCM: Loaded 1 optimal features with 42.04% confidence from JSON config
[2025-12-18T20:35:28.901599] [DEBUG] [MAG       ] Building data for symbol: AGNCM with lookback: 0
[2025-12-18T20:35:28.902365] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-18T20:35:28.902422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-18T20:35:28.905181] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:29.086356] [DEBUG] [MAG       ] FRBA: Last date is validated at 2025-12-18
[2025-12-18T20:35:29.211356] [DEBUG] [MAG       ] UPLD: Last date is validated at 2025-12-18
[2025-12-18T20:35:29.232409] [DEBUG] [MAG       ] ULCC: Last date is validated at 2025-12-18
[2025-12-18T20:35:29.235832] [DEBUG] [MAG       ] AGNCM: Last date is validated at 2025-12-18
[2025-12-18T20:35:29.251824] [DEBUG] [MAG       ] FRBA: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:29.323195] [INFO ] [LOCAL     ] FRBA: Saved forecast.
[2025-12-18T20:35:29.323264] [INFO ] [main      ] FRBA: Signal=1 (Conf=100.0%), Magnitude=-1.03% (Conf=59.1137%)
[2025-12-18T20:35:29.323667] [INFO ] [main      ] Fetching symbol history for HSIC...
[2025-12-18T20:35:29.323726] [DEBUG] [REMOTE    ] HSIC: Fetching historical data.
[2025-12-18T20:35:29.324628] [INFO ] [main      ] Progress: 44/421 forecasts completed (10.5%). FRBA finished in 0.6s. ETA: 1m 7s. Rate: 339.13 forecasts/min
[2025-12-18T20:35:29.336775] [DEBUG] [REMOTE    ] HSIC: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:29.337950] [DEBUG] [LOCAL     ] Loaded configuration for HSIC: 4 features, N/A% accuracy
[2025-12-18T20:35:29.338004] [INFO ] [LOCAL     ] HSIC: Loaded 4 optimal features with 53.85% confidence from JSON config
[2025-12-18T20:35:29.338042] [DEBUG] [MAG       ] Building data for symbol: HSIC with lookback: 0
[2025-12-18T20:35:29.338868] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:35:29.338930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:29.343852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:29.346390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:35:29.383652] [DEBUG] [MAG       ] UPLD: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:29.389473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:35:29.390718] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:29.399905] [DEBUG] [MAG       ] AGNCM: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:29.402387] [DEBUG] [MAG       ] ULCC: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:29.447753] [INFO ] [LOCAL     ] UPLD: Saved forecast.
[2025-12-18T20:35:29.447821] [INFO ] [main      ] UPLD: Signal=1 (Conf=100.0%), Magnitude=-3.59% (Conf=72.5113%)
[2025-12-18T20:35:29.448179] [INFO ] [main      ] Fetching symbol history for RMBI...
[2025-12-18T20:35:29.448230] [DEBUG] [REMOTE    ] RMBI: Fetching historical data.
[2025-12-18T20:35:29.449271] [INFO ] [main      ] Progress: 45/421 forecasts completed (10.7%). UPLD finished in 0.8s. ETA: 1m 6s. Rate: 341.37 forecasts/min
[2025-12-18T20:35:29.452450] [INFO ] [LOCAL     ] AGNCM: Saved forecast.
[2025-12-18T20:35:29.452516] [INFO ] [main      ] AGNCM: Signal=1 (Conf=100.0%), Magnitude=-0.08% (Conf=42.0371%)
[2025-12-18T20:35:29.452694] [INFO ] [main      ] Fetching symbol history for MYN...
[2025-12-18T20:35:29.452740] [DEBUG] [REMOTE    ] MYN: Fetching historical data.
[2025-12-18T20:35:29.453235] [INFO ] [main      ] Progress: 46/421 forecasts completed (10.9%). AGNCM finished in 0.6s. ETA: 1m 5s. Rate: 348.78 forecasts/min
[2025-12-18T20:35:29.459379] [DEBUG] [REMOTE    ] RMBI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:29.461051] [DEBUG] [LOCAL     ] Loaded configuration for RMBI: 9 features, N/A% accuracy
[2025-12-18T20:35:29.461102] [INFO ] [LOCAL     ] RMBI: Loaded 9 optimal features with 60.81% confidence from JSON config
[2025-12-18T20:35:29.461134] [DEBUG] [MAG       ] Building data for symbol: RMBI with lookback: 0
[2025-12-18T20:35:29.461912] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-18T20:35:29.461974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:29.463642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:29.464132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:29.464590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:29.465339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:29.465403] [DEBUG] [REMOTE    ] MYN: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:29.466171] [DEBUG] [LOCAL     ] Loaded configuration for MYN: 6 features, N/A% accuracy
[2025-12-18T20:35:29.466188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:35:29.466221] [INFO ] [LOCAL     ] MYN: Loaded 6 optimal features with 48.66% confidence from JSON config
[2025-12-18T20:35:29.466255] [DEBUG] [MAG       ] Building data for symbol: MYN with lookback: 0
[2025-12-18T20:35:29.467044] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:35:29.467104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:29.467988] [INFO ] [LOCAL     ] ULCC: Saved forecast.
[2025-12-18T20:35:29.468058] [INFO ] [main      ] ULCC: Signal=1 (Conf=100.0%), Magnitude=-2.37% (Conf=50.5037%)
[2025-12-18T20:35:29.468438] [INFO ] [main      ] Progress: 47/421 forecasts completed (11.2%). ULCC finished in 0.6s. ETA: 1m 3s. Rate: 355.68 forecasts/min
[2025-12-18T20:35:29.468592] [INFO ] [main      ] Fetching symbol history for EMBC...
[2025-12-18T20:35:29.468638] [DEBUG] [REMOTE    ] EMBC: Fetching historical data.
[2025-12-18T20:35:29.468765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:29.469302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:29.469706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:29.470555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:29.472946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:35:29.474541] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:29.480470] [DEBUG] [REMOTE    ] EMBC: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:29.481321] [DEBUG] [LOCAL     ] Loaded configuration for EMBC: 1 features, N/A% accuracy
[2025-12-18T20:35:29.481378] [INFO ] [LOCAL     ] EMBC: Loaded 1 optimal features with 57.23% confidence from JSON config
[2025-12-18T20:35:29.481408] [DEBUG] [MAG       ] Building data for symbol: EMBC with lookback: 0
[2025-12-18T20:35:29.482210] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-18T20:35:29.482271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-18T20:35:29.483826] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:29.505830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:35:29.506998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-18T20:35:29.507673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-18T20:35:29.509279] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:29.729779] [DEBUG] [MAG       ] HSIC: Last date is validated at 2025-12-18
[2025-12-18T20:35:29.802057] [DEBUG] [MAG       ] MYN: Last date is validated at 2025-12-18
[2025-12-18T20:35:29.835557] [DEBUG] [MAG       ] EMBC: Last date is validated at 2025-12-18
[2025-12-18T20:35:29.855439] [DEBUG] [MAG       ] RMBI: Last date is validated at 2025-12-18
[2025-12-18T20:35:29.897305] [DEBUG] [MAG       ] HSIC: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:29.965435] [DEBUG] [MAG       ] MYN: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:29.995023] [INFO ] [LOCAL     ] HSIC: Saved forecast.
[2025-12-18T20:35:29.995094] [INFO ] [main      ] HSIC: Signal=1 (Conf=100.0%), Magnitude=2.08% (Conf=53.8517%)
[2025-12-18T20:35:29.995254] [INFO ] [main      ] Fetching symbol history for NTRB...
[2025-12-18T20:35:29.995297] [DEBUG] [REMOTE    ] NTRB: Fetching historical data.
[2025-12-18T20:35:29.995874] [INFO ] [main      ] Progress: 48/421 forecasts completed (11.4%). HSIC finished in 0.7s. ETA: 1m 6s. Rate: 340.59 forecasts/min
[2025-12-18T20:35:30.006532] [DEBUG] [REMOTE    ] NTRB: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:30.007518] [DEBUG] [LOCAL     ] Loaded configuration for NTRB: 4 features, N/A% accuracy
[2025-12-18T20:35:30.007595] [INFO ] [LOCAL     ] NTRB: Loaded 4 optimal features with 46.21% confidence from JSON config
[2025-12-18T20:35:30.007630] [DEBUG] [MAG       ] Building data for symbol: NTRB with lookback: 0
[2025-12-18T20:35:30.008408] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:35:30.008468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:30.009405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:35:30.012698] [DEBUG] [MAG       ] EMBC: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:30.022937] [INFO ] [LOCAL     ] MYN: Saved forecast.
[2025-12-18T20:35:30.023002] [INFO ] [main      ] MYN: Signal=1 (Conf=100.0%), Magnitude=-0.09% (Conf=48.6561%)
[2025-12-18T20:35:30.023167] [INFO ] [main      ] Fetching symbol history for IZEA...
[2025-12-18T20:35:30.023211] [DEBUG] [REMOTE    ] IZEA: Fetching historical data.
[2025-12-18T20:35:30.023882] [INFO ] [main      ] Progress: 49/421 forecasts completed (11.6%). MYN finished in 0.6s. ETA: 1m 4s. Rate: 346.54 forecasts/min
[2025-12-18T20:35:30.032484] [DEBUG] [MAG       ] RMBI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:30.035407] [DEBUG] [REMOTE    ] IZEA: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:30.036272] [DEBUG] [LOCAL     ] Loaded configuration for IZEA: 0 features, N/A% accuracy
[2025-12-18T20:35:30.036327] [INFO ] [LOCAL     ] IZEA: Loaded 0 optimal features with 44.67% confidence from JSON config
[2025-12-18T20:35:30.036358] [DEBUG] [MAG       ] Building data for symbol: IZEA with lookback: 0
[2025-12-18T20:35:30.037126] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-18T20:35:30.049616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-18T20:35:30.050299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-18T20:35:30.052888] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:30.084534] [INFO ] [LOCAL     ] EMBC: Saved forecast.
[2025-12-18T20:35:30.084626] [INFO ] [main      ] EMBC: Signal=1 (Conf=100.0%), Magnitude=1.70% (Conf=57.2327%)
[2025-12-18T20:35:30.084963] [INFO ] [main      ] Progress: 50/421 forecasts completed (11.9%). EMBC finished in 0.6s. ETA: 1m 3s. Rate: 351.08 forecasts/min
[2025-12-18T20:35:30.085133] [INFO ] [main      ] Fetching symbol history for BLX...
[2025-12-18T20:35:30.085176] [DEBUG] [REMOTE    ] BLX: Fetching historical data.
[2025-12-18T20:35:30.097738] [DEBUG] [REMOTE    ] BLX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:30.098637] [DEBUG] [LOCAL     ] Loaded configuration for BLX: 1 features, N/A% accuracy
[2025-12-18T20:35:30.098693] [INFO ] [LOCAL     ] BLX: Loaded 1 optimal features with 54.90% confidence from JSON config
[2025-12-18T20:35:30.098727] [DEBUG] [MAG       ] Building data for symbol: BLX with lookback: 0
[2025-12-18T20:35:30.099544] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-18T20:35:30.099628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:30.100514] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:30.106100] [INFO ] [LOCAL     ] RMBI: Saved forecast.
[2025-12-18T20:35:30.106169] [INFO ] [main      ] RMBI: Signal=1 (Conf=100.0%), Magnitude=-0.39% (Conf=60.8079%)
[2025-12-18T20:35:30.106531] [INFO ] [main      ] Fetching symbol history for GPRK...
[2025-12-18T20:35:30.106600] [DEBUG] [REMOTE    ] GPRK: Fetching historical data.
[2025-12-18T20:35:30.106768] [INFO ] [main      ] Progress: 51/421 forecasts completed (12.1%). RMBI finished in 0.7s. ETA: 1m 2s. Rate: 357.19 forecasts/min
[2025-12-18T20:35:30.117768] [DEBUG] [REMOTE    ] GPRK: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:30.118765] [DEBUG] [LOCAL     ] Loaded configuration for GPRK: 1 features, N/A% accuracy
[2025-12-18T20:35:30.118818] [INFO ] [LOCAL     ] GPRK: Loaded 1 optimal features with 39.86% confidence from JSON config
[2025-12-18T20:35:30.118849] [DEBUG] [MAG       ] Building data for symbol: GPRK with lookback: 0
[2025-12-18T20:35:30.119716] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-18T20:35:30.119775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-18T20:35:30.120462] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:30.366422] [DEBUG] [MAG       ] IZEA: Last date is validated at 2025-12-18
[2025-12-18T20:35:30.384402] [DEBUG] [MAG       ] NTRB: Last date is validated at 2025-12-18
[2025-12-18T20:35:30.445811] [DEBUG] [MAG       ] BLX: Last date is validated at 2025-12-18
[2025-12-18T20:35:30.482537] [DEBUG] [MAG       ] GPRK: Last date is validated at 2025-12-18
[2025-12-18T20:35:30.529805] [DEBUG] [MAG       ] IZEA: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:30.550476] [DEBUG] [MAG       ] NTRB: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:30.580113] [INFO ] [LOCAL     ] IZEA: Saved forecast.
[2025-12-18T20:35:30.580191] [INFO ] [main      ] IZEA: Signal=1 (Conf=100.0%), Magnitude=-1.45% (Conf=44.6694%)
[2025-12-18T20:35:30.580534] [INFO ] [main      ] Fetching symbol history for TSCO...
[2025-12-18T20:35:30.580600] [DEBUG] [REMOTE    ] TSCO: Fetching historical data.
[2025-12-18T20:35:30.580937] [INFO ] [main      ] Progress: 52/421 forecasts completed (12.4%). IZEA finished in 0.6s. ETA: 1m 4s. Rate: 345.09 forecasts/min
[2025-12-18T20:35:30.591931] [DEBUG] [REMOTE    ] TSCO: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:30.593130] [DEBUG] [LOCAL     ] Loaded configuration for TSCO: 6 features, N/A% accuracy
[2025-12-18T20:35:30.593181] [INFO ] [LOCAL     ] TSCO: Loaded 6 optimal features with 57.80% confidence from JSON config
[2025-12-18T20:35:30.593212] [DEBUG] [MAG       ] Building data for symbol: TSCO with lookback: 0
[2025-12-18T20:35:30.593979] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:35:30.594040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:30.594763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-18T20:35:30.596061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-18T20:35:30.596749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-18T20:35:30.597800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-18T20:35:30.599381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-18T20:35:30.601479] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:30.619407] [INFO ] [LOCAL     ] NTRB: Saved forecast.
[2025-12-18T20:35:30.619479] [INFO ] [main      ] NTRB: Signal=1 (Conf=100.0%), Magnitude=-1.70% (Conf=46.2138%)
[2025-12-18T20:35:30.619654] [INFO ] [main      ] Fetching symbol history for KRG...
[2025-12-18T20:35:30.619698] [DEBUG] [REMOTE    ] KRG: Fetching historical data.
[2025-12-18T20:35:30.621100] [INFO ] [main      ] Progress: 53/421 forecasts completed (12.6%). NTRB finished in 0.6s. ETA: 1m 3s. Rate: 350.17 forecasts/min
[2025-12-18T20:35:30.620984] [DEBUG] [MAG       ] BLX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:30.631092] [DEBUG] [REMOTE    ] KRG: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:30.632035] [DEBUG] [LOCAL     ] Loaded configuration for KRG: 10 features, N/A% accuracy
[2025-12-18T20:35:30.632086] [INFO ] [LOCAL     ] KRG: Loaded 10 optimal features with 66.02% confidence from JSON config
[2025-12-18T20:35:30.632117] [DEBUG] [MAG       ] Building data for symbol: KRG with lookback: 0
[2025-12-18T20:35:30.632909] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-18T20:35:30.632973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:30.635295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:35:30.636973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-18T20:35:30.652937] [DEBUG] [MAG       ] GPRK: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:30.698105] [INFO ] [LOCAL     ] BLX: Saved forecast.
[2025-12-18T20:35:30.698194] [INFO ] [main      ] BLX: Signal=1 (Conf=100.0%), Magnitude=0.76% (Conf=54.8975%)
[2025-12-18T20:35:30.698662] [INFO ] [main      ] Progress: 54/421 forecasts completed (12.8%). BLX finished in 0.6s. ETA: 1m 2s. Rate: 353.76 forecasts/min
[2025-12-18T20:35:30.698813] [INFO ] [main      ] Fetching symbol history for KNTK...
[2025-12-18T20:35:30.698863] [DEBUG] [REMOTE    ] KNTK: Fetching historical data.
[2025-12-18T20:35:30.711316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-18T20:35:30.713605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-18T20:35:30.713857] [DEBUG] [REMOTE    ] KNTK: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:30.714308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-18T20:35:30.714820] [DEBUG] [LOCAL     ] Loaded configuration for KNTK: 5 features, N/A% accuracy
[2025-12-18T20:35:30.714883] [INFO ] [LOCAL     ] KNTK: Loaded 5 optimal features with 58.08% confidence from JSON config
[2025-12-18T20:35:30.714920] [DEBUG] [MAG       ] Building data for symbol: KNTK with lookback: 0
[2025-12-18T20:35:30.715236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:30.715875] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:30.716274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:30.716994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:30.717182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-18T20:35:30.717473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-18T20:35:30.718596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-18T20:35:30.720391] [INFO ] [LOCAL     ] GPRK: Saved forecast.
[2025-12-18T20:35:30.720467] [INFO ] [main      ] GPRK: Signal=1 (Conf=100.0%), Magnitude=6.04% (Conf=39.8611%)
[2025-12-18T20:35:30.720566] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:30.720879] [INFO ] [main      ] Fetching symbol history for ERO...
[2025-12-18T20:35:30.720934] [DEBUG] [REMOTE    ] ERO: Fetching historical data.
[2025-12-18T20:35:30.721598] [INFO ] [main      ] Progress: 55/421 forecasts completed (13.1%). GPRK finished in 0.6s. ETA: 1m 1s. Rate: 359.41 forecasts/min
[2025-12-18T20:35:30.735746] [DEBUG] [REMOTE    ] ERO: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:30.736538] [DEBUG] [LOCAL     ] Loaded configuration for ERO: 6 features, N/A% accuracy
[2025-12-18T20:35:30.736610] [INFO ] [LOCAL     ] ERO: Loaded 6 optimal features with 63.20% confidence from JSON config
[2025-12-18T20:35:30.736645] [DEBUG] [MAG       ] Building data for symbol: ERO with lookback: 0
[2025-12-18T20:35:30.737655] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:35:30.737717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:30.742463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:30.744271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:30.744760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-18T20:35:30.745427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-18T20:35:30.746398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-18T20:35:30.748809] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:30.804310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-18T20:35:30.806447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-18T20:35:30.807766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-18T20:35:30.814218] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:30.936314] [DEBUG] [MAG       ] TSCO: Last date is validated at 2025-12-18
[2025-12-18T20:35:31.053770] [DEBUG] [MAG       ] KRG: Last date is validated at 2025-12-18
[2025-12-18T20:35:31.083403] [DEBUG] [MAG       ] ERO: Last date is validated at 2025-12-18
[2025-12-18T20:35:31.099036] [DEBUG] [MAG       ] TSCO: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:31.157915] [DEBUG] [MAG       ] KNTK: Last date is validated at 2025-12-18
[2025-12-18T20:35:31.183990] [INFO ] [LOCAL     ] TSCO: Saved forecast.
[2025-12-18T20:35:31.184055] [INFO ] [main      ] TSCO: Signal=1 (Conf=100.0%), Magnitude=-0.64% (Conf=57.798%)
[2025-12-18T20:35:31.184387] [INFO ] [main      ] Fetching symbol history for RMBS...
[2025-12-18T20:35:31.184436] [DEBUG] [REMOTE    ] RMBS: Fetching historical data.
[2025-12-18T20:35:31.185656] [INFO ] [main      ] Progress: 56/421 forecasts completed (13.3%). TSCO finished in 0.6s. ETA: 1m 3s. Rate: 348.34 forecasts/min
[2025-12-18T20:35:31.197857] [DEBUG] [REMOTE    ] RMBS: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:31.198794] [DEBUG] [LOCAL     ] Loaded configuration for RMBS: 8 features, N/A% accuracy
[2025-12-18T20:35:31.198845] [INFO ] [LOCAL     ] RMBS: Loaded 8 optimal features with 48.47% confidence from JSON config
[2025-12-18T20:35:31.198876] [DEBUG] [MAG       ] Building data for symbol: RMBS with lookback: 0
[2025-12-18T20:35:31.199658] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-18T20:35:31.199720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:31.204442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:31.206191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:31.206694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:31.207077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:31.207799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:35:31.208651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:35:31.209835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-18T20:35:31.213906] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:31.218634] [DEBUG] [MAG       ] KRG: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:31.257413] [DEBUG] [MAG       ] ERO: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:31.296441] [INFO ] [LOCAL     ] KRG: Saved forecast.
[2025-12-18T20:35:31.296513] [INFO ] [main      ] KRG: Signal=1 (Conf=100.0%), Magnitude=0.10% (Conf=66.0151%)
[2025-12-18T20:35:31.296884] [INFO ] [main      ] Fetching symbol history for DBX...
[2025-12-18T20:35:31.296935] [DEBUG] [REMOTE    ] DBX: Fetching historical data.
[2025-12-18T20:35:31.296940] [INFO ] [main      ] Progress: 57/421 forecasts completed (13.5%). KRG finished in 0.7s. ETA: 1m 2s. Rate: 350.52 forecasts/min
[2025-12-18T20:35:31.309522] [DEBUG] [REMOTE    ] DBX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:31.310430] [DEBUG] [LOCAL     ] Loaded configuration for DBX: 4 features, N/A% accuracy
[2025-12-18T20:35:31.310481] [INFO ] [LOCAL     ] DBX: Loaded 4 optimal features with 50.06% confidence from JSON config
[2025-12-18T20:35:31.310520] [DEBUG] [MAG       ] Building data for symbol: DBX with lookback: 0
[2025-12-18T20:35:31.311331] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:35:31.311393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:31.312134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:35:31.328620] [DEBUG] [MAG       ] KNTK: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:31.335705] [INFO ] [LOCAL     ] ERO: Saved forecast.
[2025-12-18T20:35:31.335771] [INFO ] [main      ] ERO: Signal=1 (Conf=100.0%), Magnitude=-0.95% (Conf=63.2%)
[2025-12-18T20:35:31.336119] [INFO ] [main      ] Progress: 58/421 forecasts completed (13.8%). ERO finished in 0.6s. ETA: 1m 1s. Rate: 355.24 forecasts/min
[2025-12-18T20:35:31.336258] [INFO ] [main      ] Fetching symbol history for CVNA...
[2025-12-18T20:35:31.336300] [DEBUG] [REMOTE    ] CVNA: Fetching historical data.
[2025-12-18T20:35:31.348211] [DEBUG] [REMOTE    ] CVNA: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:31.349119] [DEBUG] [LOCAL     ] Loaded configuration for CVNA: 3 features, N/A% accuracy
[2025-12-18T20:35:31.349170] [INFO ] [LOCAL     ] CVNA: Loaded 3 optimal features with 54.80% confidence from JSON config
[2025-12-18T20:35:31.349201] [DEBUG] [MAG       ] Building data for symbol: CVNA with lookback: 0
[2025-12-18T20:35:31.350146] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:35:31.350216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:31.351500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-18T20:35:31.355709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:31.356728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-18T20:35:31.358020] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:31.401241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-18T20:35:31.403273] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:31.418774] [INFO ] [LOCAL     ] KNTK: Saved forecast.
[2025-12-18T20:35:31.418848] [INFO ] [main      ] KNTK: Signal=1 (Conf=100.0%), Magnitude=3.03% (Conf=58.0805%)
[2025-12-18T20:35:31.419245] [INFO ] [main      ] Fetching symbol history for WMS...
[2025-12-18T20:35:31.419296] [DEBUG] [REMOTE    ] WMS: Fetching historical data.
[2025-12-18T20:35:31.420651] [INFO ] [main      ] Progress: 59/421 forecasts completed (14.0%). KNTK finished in 0.7s. ETA: 1m 1s. Rate: 358.27 forecasts/min
[2025-12-18T20:35:31.431617] [DEBUG] [REMOTE    ] WMS: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:31.432533] [DEBUG] [LOCAL     ] Loaded configuration for WMS: 1 features, N/A% accuracy
[2025-12-18T20:35:31.432609] [INFO ] [LOCAL     ] WMS: Loaded 1 optimal features with 49.97% confidence from JSON config
[2025-12-18T20:35:31.432643] [DEBUG] [MAG       ] Building data for symbol: WMS with lookback: 0
[2025-12-18T20:35:31.433457] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-18T20:35:31.433517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-18T20:35:31.436422] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:31.542314] [DEBUG] [MAG       ] RMBS: Last date is validated at 2025-12-18
[2025-12-18T20:35:31.695372] [DEBUG] [MAG       ] CVNA: Last date is validated at 2025-12-18
[2025-12-18T20:35:31.705623] [DEBUG] [MAG       ] RMBS: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:31.757517] [DEBUG] [MAG       ] DBX: Last date is validated at 2025-12-18
[2025-12-18T20:35:31.801544] [DEBUG] [MAG       ] WMS: Last date is validated at 2025-12-18
[2025-12-18T20:35:31.818474] [INFO ] [LOCAL     ] RMBS: Saved forecast.
[2025-12-18T20:35:31.818542] [INFO ] [main      ] RMBS: Signal=1 (Conf=100.0%), Magnitude=1.18% (Conf=48.4655%)
[2025-12-18T20:35:31.818715] [INFO ] [main      ] Fetching symbol history for NAVI...
[2025-12-18T20:35:31.818759] [DEBUG] [REMOTE    ] NAVI: Fetching historical data.
[2025-12-18T20:35:31.820670] [INFO ] [main      ] Progress: 60/421 forecasts completed (14.3%). RMBS finished in 0.6s. ETA: 1m 2s. Rate: 350.17 forecasts/min
[2025-12-18T20:35:31.830539] [DEBUG] [REMOTE    ] NAVI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:31.831588] [DEBUG] [LOCAL     ] Loaded configuration for NAVI: 7 features, N/A% accuracy
[2025-12-18T20:35:31.831640] [INFO ] [LOCAL     ] NAVI: Loaded 7 optimal features with 74.53% confidence from JSON config
[2025-12-18T20:35:31.831670] [DEBUG] [MAG       ] Building data for symbol: NAVI with lookback: 0
[2025-12-18T20:35:31.832434] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-18T20:35:31.832495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:31.837594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:31.839334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:31.839820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:31.840699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:31.842997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-18T20:35:31.844995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-18T20:35:31.847317] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:31.868977] [DEBUG] [MAG       ] CVNA: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:31.939651] [DEBUG] [MAG       ] DBX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:31.970869] [DEBUG] [MAG       ] WMS: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:32.022447] [INFO ] [LOCAL     ] DBX: Saved forecast.
[2025-12-18T20:35:32.022538] [INFO ] [main      ] DBX: Signal=1 (Conf=100.0%), Magnitude=-3.42% (Conf=50.0608%)
[2025-12-18T20:35:32.022733] [INFO ] [main      ] Fetching symbol history for CHH...
[2025-12-18T20:35:32.022777] [DEBUG] [REMOTE    ] CHH: Fetching historical data.
[2025-12-18T20:35:32.024669] [INFO ] [main      ] Progress: 61/421 forecasts completed (14.5%). DBX finished in 0.7s. ETA: 1m 2s. Rate: 349.08 forecasts/min
[2025-12-18T20:35:32.026126] [INFO ] [LOCAL     ] CVNA: Saved forecast.
[2025-12-18T20:35:32.026181] [INFO ] [main      ] CVNA: Signal=1 (Conf=100.0%), Magnitude=1.82% (Conf=54.7966%)
[2025-12-18T20:35:32.026498] [INFO ] [main      ] Progress: 62/421 forecasts completed (14.7%). CVNA finished in 0.7s. ETA: 1m 1s. Rate: 354.74 forecasts/min
[2025-12-18T20:35:32.026627] [INFO ] [main      ] Fetching symbol history for PDYN...
[2025-12-18T20:35:32.026672] [DEBUG] [REMOTE    ] PDYN: Fetching historical data.
[2025-12-18T20:35:32.035736] [DEBUG] [REMOTE    ] CHH: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:32.036601] [DEBUG] [LOCAL     ] Loaded configuration for CHH: 3 features, N/A% accuracy
[2025-12-18T20:35:32.036652] [INFO ] [LOCAL     ] CHH: Loaded 3 optimal features with 57.94% confidence from JSON config
[2025-12-18T20:35:32.036683] [DEBUG] [MAG       ] Building data for symbol: CHH with lookback: 0
[2025-12-18T20:35:32.037476] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:35:32.037536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:32.037615] [DEBUG] [REMOTE    ] PDYN: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:32.038456] [DEBUG] [LOCAL     ] Loaded configuration for PDYN: 5 features, N/A% accuracy
[2025-12-18T20:35:32.038511] [INFO ] [LOCAL     ] PDYN: Loaded 5 optimal features with 48.40% confidence from JSON config
[2025-12-18T20:35:32.038543] [DEBUG] [MAG       ] Building data for symbol: PDYN with lookback: 0
[2025-12-18T20:35:32.039435] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:32.039532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:32.039679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:32.040236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-18T20:35:32.044308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:32.046163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:32.046658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:35:32.046753] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:32.080500] [INFO ] [LOCAL     ] WMS: Saved forecast.
[2025-12-18T20:35:32.080614] [INFO ] [main      ] WMS: Signal=1 (Conf=100.0%), Magnitude=4.95% (Conf=49.9748%)
[2025-12-18T20:35:32.080985] [INFO ] [main      ] Fetching symbol history for BUXX...
[2025-12-18T20:35:32.081034] [DEBUG] [REMOTE    ] BUXX: Fetching historical data.
[2025-12-18T20:35:32.082660] [INFO ] [main      ] Progress: 63/421 forecasts completed (15.0%). WMS finished in 0.7s. ETA: 59.9s. Rate: 358.54 forecasts/min
[2025-12-18T20:35:32.084837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-18T20:35:32.087490] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:32.092207] [DEBUG] [REMOTE    ] BUXX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:32.093389] [DEBUG] [LOCAL     ] Loaded configuration for BUXX: 29 features, N/A% accuracy
[2025-12-18T20:35:32.093441] [INFO ] [LOCAL     ] BUXX: Loaded 29 optimal features with 15.70% confidence from JSON config
[2025-12-18T20:35:32.093473] [DEBUG] [MAG       ] Building data for symbol: BUXX with lookback: 0
[2025-12-18T20:35:32.094308] [DEBUG] [FEATURES  ] DataBuilder: Executing 29 feature methods.
[2025-12-18T20:35:32.094391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:32.099265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:32.101512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:32.102053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:32.102510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:32.102938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:32.103729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:32.104566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:32.107106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-18T20:35:32.184288] [DEBUG] [MAG       ] NAVI: Last date is validated at 2025-12-18
[2025-12-18T20:35:32.214073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:35:32.216188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:35:32.255105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:35:32.256387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-18T20:35:32.299656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:35:32.300537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:35:32.301845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-18T20:35:32.352758] [DEBUG] [MAG       ] NAVI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:32.378682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-18T20:35:32.379674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-18T20:35:32.381661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-18T20:35:32.384669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-18T20:35:32.385884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-18T20:35:32.388073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-18T20:35:32.389053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-18T20:35:32.394006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-18T20:35:32.395449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-18T20:35:32.396967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-18T20:35:32.398539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-18T20:35:32.401628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-18T20:35:32.402338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-18T20:35:32.403077] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:32.409870] [DEBUG] [MAG       ] CHH: Last date is validated at 2025-12-18
[2025-12-18T20:35:32.428880] [INFO ] [LOCAL     ] NAVI: Saved forecast.
[2025-12-18T20:35:32.428949] [INFO ] [main      ] NAVI: Signal=1 (Conf=100.0%), Magnitude=4.04% (Conf=74.5298%)
[2025-12-18T20:35:32.429354] [INFO ] [main      ] Fetching symbol history for CFG...
[2025-12-18T20:35:32.429404] [DEBUG] [REMOTE    ] CFG: Fetching historical data.
[2025-12-18T20:35:32.429382] [INFO ] [main      ] Progress: 64/421 forecasts completed (15.2%). NAVI finished in 0.6s. ETA: 1m 1s. Rate: 352.63 forecasts/min
[2025-12-18T20:35:32.441067] [DEBUG] [REMOTE    ] CFG: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:32.442066] [DEBUG] [LOCAL     ] Loaded configuration for CFG: 5 features, N/A% accuracy
[2025-12-18T20:35:32.442118] [INFO ] [LOCAL     ] CFG: Loaded 5 optimal features with 60.82% confidence from JSON config
[2025-12-18T20:35:32.442150] [DEBUG] [MAG       ] Building data for symbol: CFG with lookback: 0
[2025-12-18T20:35:32.443009] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:32.443072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:32.444806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:32.445330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:32.445762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:32.446515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:32.448862] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:32.497024] [DEBUG] [MAG       ] PDYN: Last date is validated at 2025-12-18
[2025-12-18T20:35:32.593124] [DEBUG] [MAG       ] CHH: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:32.674638] [DEBUG] [MAG       ] PDYN: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:32.700757] [INFO ] [LOCAL     ] CHH: Saved forecast.
[2025-12-18T20:35:32.700845] [INFO ] [main      ] CHH: Signal=1 (Conf=100.0%), Magnitude=0.72% (Conf=57.9358%)
[2025-12-18T20:35:32.701256] [INFO ] [main      ] Fetching symbol history for EDF...
[2025-12-18T20:35:32.701310] [DEBUG] [REMOTE    ] EDF: Fetching historical data.
[2025-12-18T20:35:32.702151] [INFO ] [main      ] Progress: 65/421 forecasts completed (15.4%). CHH finished in 0.7s. ETA: 1m 1s. Rate: 349.39 forecasts/min
[2025-12-18T20:35:32.714226] [DEBUG] [REMOTE    ] EDF: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:32.716989] [DEBUG] [LOCAL     ] Loaded configuration for EDF: 7 features, N/A% accuracy
[2025-12-18T20:35:32.717054] [INFO ] [LOCAL     ] EDF: Loaded 7 optimal features with 20.09% confidence from JSON config
[2025-12-18T20:35:32.717088] [DEBUG] [MAG       ] Building data for symbol: EDF with lookback: 0
[2025-12-18T20:35:32.718296] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-18T20:35:32.718368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:32.724191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:32.727247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-18T20:35:32.728658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:32.730626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:32.731190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-18T20:35:32.732768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-18T20:35:32.734949] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:32.762064] [DEBUG] [MAG       ] BUXX: Last date is validated at 2025-12-18
[2025-12-18T20:35:32.765611] [INFO ] [LOCAL     ] PDYN: Saved forecast.
[2025-12-18T20:35:32.765680] [INFO ] [main      ] PDYN: Signal=1 (Conf=100.0%), Magnitude=4.50% (Conf=48.4002%)
[2025-12-18T20:35:32.766140] [INFO ] [main      ] Fetching symbol history for IMNN...
[2025-12-18T20:35:32.766197] [DEBUG] [REMOTE    ] IMNN: Fetching historical data.
[2025-12-18T20:35:32.766390] [INFO ] [main      ] Progress: 66/421 forecasts completed (15.7%). PDYN finished in 0.7s. ETA: 1m 0s. Rate: 352.74 forecasts/min
[2025-12-18T20:35:32.777824] [DEBUG] [REMOTE    ] IMNN: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:32.778811] [DEBUG] [LOCAL     ] Loaded configuration for IMNN: 5 features, N/A% accuracy
[2025-12-18T20:35:32.778863] [INFO ] [LOCAL     ] IMNN: Loaded 5 optimal features with 51.58% confidence from JSON config
[2025-12-18T20:35:32.778896] [DEBUG] [MAG       ] Building data for symbol: IMNN with lookback: 0
[2025-12-18T20:35:32.779726] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:32.779787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:32.784685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:32.786472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:32.786996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:32.787831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-18T20:35:32.789641] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:32.902331] [DEBUG] [MAG       ] CFG: Last date is validated at 2025-12-18
[2025-12-18T20:35:32.935258] [DEBUG] [MAG       ] BUXX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:33.020408] [INFO ] [LOCAL     ] BUXX: Saved forecast.
[2025-12-18T20:35:33.020474] [INFO ] [main      ] BUXX: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=15.6976%)
[2025-12-18T20:35:33.020858] [INFO ] [main      ] Fetching symbol history for LEN...
[2025-12-18T20:35:33.020911] [DEBUG] [REMOTE    ] LEN: Fetching historical data.
[2025-12-18T20:35:33.022676] [INFO ] [main      ] Progress: 67/421 forecasts completed (15.9%). BUXX finished in 0.9s. ETA: 1m 1s. Rate: 350.09 forecasts/min
[2025-12-18T20:35:33.032477] [DEBUG] [REMOTE    ] LEN: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:33.033757] [DEBUG] [LOCAL     ] Loaded configuration for LEN: 7 features, N/A% accuracy
[2025-12-18T20:35:33.033811] [INFO ] [LOCAL     ] LEN: Loaded 7 optimal features with 62.59% confidence from JSON config
[2025-12-18T20:35:33.033842] [DEBUG] [MAG       ] Building data for symbol: LEN with lookback: 0
[2025-12-18T20:35:33.041810] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-18T20:35:33.041973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:33.053486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:33.054152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:33.054565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:35:33.068195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:35:33.074019] [DEBUG] [MAG       ] CFG: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:33.075954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-18T20:35:33.141597] [DEBUG] [MAG       ] IMNN: Last date is validated at 2025-12-18
[2025-12-18T20:35:33.154363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-18T20:35:33.158980] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:33.165821] [INFO ] [LOCAL     ] CFG: Saved forecast.
[2025-12-18T20:35:33.165888] [INFO ] [main      ] CFG: Signal=1 (Conf=100.0%), Magnitude=0.73% (Conf=60.823%)
[2025-12-18T20:35:33.166234] [INFO ] [main      ] Fetching symbol history for AVAL...
[2025-12-18T20:35:33.166284] [DEBUG] [REMOTE    ] AVAL: Fetching historical data.
[2025-12-18T20:35:33.167671] [INFO ] [main      ] Progress: 68/421 forecasts completed (16.2%). CFG finished in 0.7s. ETA: 1m 0s. Rate: 350.88 forecasts/min
[2025-12-18T20:35:33.177892] [DEBUG] [REMOTE    ] AVAL: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:33.178864] [DEBUG] [LOCAL     ] Loaded configuration for AVAL: 4 features, N/A% accuracy
[2025-12-18T20:35:33.178917] [INFO ] [LOCAL     ] AVAL: Loaded 4 optimal features with 32.50% confidence from JSON config
[2025-12-18T20:35:33.178949] [DEBUG] [MAG       ] Building data for symbol: AVAL with lookback: 0
[2025-12-18T20:35:33.179826] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:35:33.179888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:33.180621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-18T20:35:33.181181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-18T20:35:33.181930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-18T20:35:33.183342] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:33.193108] [DEBUG] [MAG       ] EDF: Last date is validated at 2025-12-18
[2025-12-18T20:35:33.322505] [DEBUG] [MAG       ] IMNN: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:33.363609] [DEBUG] [MAG       ] EDF: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:33.439501] [INFO ] [LOCAL     ] IMNN: Saved forecast.
[2025-12-18T20:35:33.439585] [INFO ] [main      ] IMNN: Signal=1 (Conf=100.0%), Magnitude=-9.47% (Conf=51.5751%)
[2025-12-18T20:35:33.439992] [INFO ] [main      ] Progress: 69/421 forecasts completed (16.4%). IMNN finished in 0.7s. ETA: 1m 1s. Rate: 347.90 forecasts/min
[2025-12-18T20:35:33.440120] [INFO ] [main      ] Fetching symbol history for INTZ...
[2025-12-18T20:35:33.440162] [DEBUG] [REMOTE    ] INTZ: Fetching historical data.
[2025-12-18T20:35:33.452035] [DEBUG] [REMOTE    ] INTZ: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:33.452970] [DEBUG] [LOCAL     ] Loaded configuration for INTZ: 7 features, N/A% accuracy
[2025-12-18T20:35:33.453022] [INFO ] [LOCAL     ] INTZ: Loaded 7 optimal features with 39.49% confidence from JSON config
[2025-12-18T20:35:33.453054] [DEBUG] [MAG       ] Building data for symbol: INTZ with lookback: 0
[2025-12-18T20:35:33.453849] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-18T20:35:33.453913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:33.459841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:33.462113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:33.462793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:35:33.495348] [INFO ] [LOCAL     ] EDF: Saved forecast.
[2025-12-18T20:35:33.495416] [INFO ] [main      ] EDF: Signal=1 (Conf=100.0%), Magnitude=-0.29% (Conf=20.0937%)
[2025-12-18T20:35:33.495901] [INFO ] [main      ] Fetching symbol history for NMAI...
[2025-12-18T20:35:33.495956] [DEBUG] [REMOTE    ] NMAI: Fetching historical data.
[2025-12-18T20:35:33.496666] [INFO ] [main      ] Progress: 70/421 forecasts completed (16.6%). EDF finished in 0.8s. ETA: 60.0s. Rate: 351.27 forecasts/min
[2025-12-18T20:35:33.502680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-18T20:35:33.507673] [DEBUG] [REMOTE    ] NMAI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:33.510658] [DEBUG] [LOCAL     ] Loaded configuration for NMAI: 8 features, N/A% accuracy
[2025-12-18T20:35:33.510771] [INFO ] [LOCAL     ] NMAI: Loaded 8 optimal features with 45.97% confidence from JSON config
[2025-12-18T20:35:33.510805] [DEBUG] [MAG       ] Building data for symbol: NMAI with lookback: 0
[2025-12-18T20:35:33.511861] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-18T20:35:33.511944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:33.513208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-18T20:35:33.514729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-18T20:35:33.518588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:33.521394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:33.522200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:33.523010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:33.526403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:35:33.530937] [DEBUG] [MAG       ] AVAL: Last date is validated at 2025-12-18
[2025-12-18T20:35:33.533834] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:33.565593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-18T20:35:33.566908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-18T20:35:33.568640] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:33.621514] [DEBUG] [MAG       ] LEN: Last date is validated at 2025-12-18
[2025-12-18T20:35:33.701110] [DEBUG] [MAG       ] AVAL: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:33.819247] [DEBUG] [MAG       ] LEN: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:33.820084] [INFO ] [LOCAL     ] AVAL: Saved forecast.
[2025-12-18T20:35:33.820179] [INFO ] [main      ] AVAL: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=32.5049%)
[2025-12-18T20:35:33.820340] [INFO ] [main      ] Fetching symbol history for MBX...
[2025-12-18T20:35:33.820381] [DEBUG] [REMOTE    ] MBX: Fetching historical data.
[2025-12-18T20:35:33.821663] [INFO ] [main      ] Progress: 71/421 forecasts completed (16.9%). AVAL finished in 0.7s. ETA: 1m 1s. Rate: 346.86 forecasts/min
[2025-12-18T20:35:33.836681] [DEBUG] [REMOTE    ] MBX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:33.837625] [DEBUG] [LOCAL     ] Loaded configuration for MBX: 2 features, N/A% accuracy
[2025-12-18T20:35:33.837675] [INFO ] [LOCAL     ] MBX: Loaded 2 optimal features with 50.48% confidence from JSON config
[2025-12-18T20:35:33.837707] [DEBUG] [MAG       ] Building data for symbol: MBX with lookback: 0
[2025-12-18T20:35:33.838474] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:35:33.838533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-18T20:35:33.839978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-18T20:35:33.845812] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:33.903459] [DEBUG] [MAG       ] NMAI: Last date is validated at 2025-12-18
[2025-12-18T20:35:33.934431] [INFO ] [LOCAL     ] LEN: Saved forecast.
[2025-12-18T20:35:33.934499] [INFO ] [main      ] LEN: Signal=1 (Conf=100.0%), Magnitude=2.14% (Conf=62.5913%)
[2025-12-18T20:35:33.934860] [INFO ] [main      ] Fetching symbol history for NWSA...
[2025-12-18T20:35:33.934911] [DEBUG] [REMOTE    ] NWSA: Fetching historical data.
[2025-12-18T20:35:33.935661] [INFO ] [main      ] Progress: 72/421 forecasts completed (17.1%). LEN finished in 0.9s. ETA: 1m 0s. Rate: 348.51 forecasts/min
[2025-12-18T20:35:33.945689] [DEBUG] [REMOTE    ] NWSA: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:33.946562] [DEBUG] [LOCAL     ] Loaded configuration for NWSA: 10 features, N/A% accuracy
[2025-12-18T20:35:33.946633] [INFO ] [LOCAL     ] NWSA: Loaded 10 optimal features with 43.09% confidence from JSON config
[2025-12-18T20:35:33.946665] [DEBUG] [MAG       ] Building data for symbol: NWSA with lookback: 0
[2025-12-18T20:35:33.947427] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-18T20:35:33.947493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:33.952488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:35:33.953776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-18T20:35:33.955770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-18T20:35:33.959950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-18T20:35:33.961445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-18T20:35:33.962132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:33.963784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:33.964236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-18T20:35:33.965448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-18T20:35:33.967431] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:33.973100] [DEBUG] [MAG       ] INTZ: Last date is validated at 2025-12-18
[2025-12-18T20:35:34.074544] [DEBUG] [MAG       ] NMAI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:34.137586] [INFO ] [LOCAL     ] NMAI: Saved forecast.
[2025-12-18T20:35:34.137655] [INFO ] [main      ] NMAI: Signal=1 (Conf=90.0%), Magnitude=0.77% (Conf=45.9679%)
[2025-12-18T20:35:34.138021] [INFO ] [main      ] Fetching symbol history for KKRS...
[2025-12-18T20:35:34.138070] [DEBUG] [REMOTE    ] KKRS: Fetching historical data.
[2025-12-18T20:35:34.139670] [INFO ] [main      ] Progress: 73/421 forecasts completed (17.3%). NMAI finished in 0.6s. ETA: 1m 0s. Rate: 347.63 forecasts/min
[2025-12-18T20:35:34.145656] [DEBUG] [MAG       ] INTZ: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:34.149730] [DEBUG] [REMOTE    ] KKRS: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:34.150712] [DEBUG] [LOCAL     ] Loaded configuration for KKRS: 5 features, N/A% accuracy
[2025-12-18T20:35:34.150781] [INFO ] [LOCAL     ] KKRS: Loaded 5 optimal features with 61.50% confidence from JSON config
[2025-12-18T20:35:34.150823] [DEBUG] [MAG       ] Building data for symbol: KKRS with lookback: 0
[2025-12-18T20:35:34.151663] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:34.151725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:34.153393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:34.153922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:34.154304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-18T20:35:34.158514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-18T20:35:34.159699] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:34.192553] [DEBUG] [MAG       ] MBX: Last date is validated at 2025-12-18
[2025-12-18T20:35:34.221217] [INFO ] [LOCAL     ] INTZ: Saved forecast.
[2025-12-18T20:35:34.221285] [INFO ] [main      ] INTZ: Signal=1 (Conf=90.0%), Magnitude=0.92% (Conf=39.4929%)
[2025-12-18T20:35:34.221443] [INFO ] [main      ] Fetching symbol history for BYRN...
[2025-12-18T20:35:34.221486] [DEBUG] [REMOTE    ] BYRN: Fetching historical data.
[2025-12-18T20:35:34.222179] [INFO ] [main      ] Progress: 74/421 forecasts completed (17.6%). INTZ finished in 0.8s. ETA: 59.5s. Rate: 350.09 forecasts/min
[2025-12-18T20:35:34.232728] [DEBUG] [REMOTE    ] BYRN: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:34.233721] [DEBUG] [LOCAL     ] Loaded configuration for BYRN: 5 features, N/A% accuracy
[2025-12-18T20:35:34.233779] [INFO ] [LOCAL     ] BYRN: Loaded 5 optimal features with 52.32% confidence from JSON config
[2025-12-18T20:35:34.233810] [DEBUG] [MAG       ] Building data for symbol: BYRN with lookback: 0
[2025-12-18T20:35:34.234595] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:34.234657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:34.239647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:34.241402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:34.241889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:34.244234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-18T20:35:34.292826] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:34.311090] [DEBUG] [MAG       ] NWSA: Last date is validated at 2025-12-18
[2025-12-18T20:35:34.362928] [DEBUG] [MAG       ] MBX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:34.454443] [INFO ] [LOCAL     ] MBX: Saved forecast.
[2025-12-18T20:35:34.454510] [INFO ] [main      ] MBX: Signal=1 (Conf=90.0%), Magnitude=9.57% (Conf=50.4812%)
[2025-12-18T20:35:34.454688] [INFO ] [main      ] Fetching symbol history for PVH...
[2025-12-18T20:35:34.454733] [DEBUG] [REMOTE    ] PVH: Fetching historical data.
[2025-12-18T20:35:34.456670] [INFO ] [main      ] Progress: 75/421 forecasts completed (17.8%). MBX finished in 0.6s. ETA: 59.6s. Rate: 348.38 forecasts/min
[2025-12-18T20:35:34.466795] [DEBUG] [REMOTE    ] PVH: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:34.467740] [DEBUG] [LOCAL     ] Loaded configuration for PVH: 2 features, N/A% accuracy
[2025-12-18T20:35:34.467790] [INFO ] [LOCAL     ] PVH: Loaded 2 optimal features with 47.33% confidence from JSON config
[2025-12-18T20:35:34.467823] [DEBUG] [MAG       ] Building data for symbol: PVH with lookback: 0
[2025-12-18T20:35:34.468601] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:35:34.468659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:34.473458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-18T20:35:34.475228] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:34.479600] [DEBUG] [MAG       ] NWSA: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:34.492549] [DEBUG] [MAG       ] KKRS: Last date is validated at 2025-12-18
[2025-12-18T20:35:34.565222] [INFO ] [LOCAL     ] NWSA: Saved forecast.
[2025-12-18T20:35:34.565286] [INFO ] [main      ] NWSA: Signal=1 (Conf=90.0%), Magnitude=0.67% (Conf=43.0879%)
[2025-12-18T20:35:34.565875] [INFO ] [main      ] Fetching symbol history for GL...
[2025-12-18T20:35:34.565926] [DEBUG] [REMOTE    ] GL: Fetching historical data.
[2025-12-18T20:35:34.566849] [INFO ] [main      ] Progress: 76/421 forecasts completed (18.1%). NWSA finished in 0.6s. ETA: 59.1s. Rate: 350.04 forecasts/min
[2025-12-18T20:35:34.578149] [DEBUG] [REMOTE    ] GL: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:34.579076] [DEBUG] [LOCAL     ] Loaded configuration for GL: 2 features, N/A% accuracy
[2025-12-18T20:35:34.579128] [INFO ] [LOCAL     ] GL: Loaded 2 optimal features with 50.10% confidence from JSON config
[2025-12-18T20:35:34.579159] [DEBUG] [MAG       ] Building data for symbol: GL with lookback: 0
[2025-12-18T20:35:34.579945] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:35:34.580002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:34.585110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:35:34.586813] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:34.639166] [DEBUG] [MAG       ] BYRN: Last date is validated at 2025-12-18
[2025-12-18T20:35:34.660861] [DEBUG] [MAG       ] KKRS: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:34.718695] [INFO ] [LOCAL     ] KKRS: Saved forecast.
[2025-12-18T20:35:34.718770] [INFO ] [main      ] KKRS: Signal=1 (Conf=90.0%), Magnitude=-0.14% (Conf=61.5009%)
[2025-12-18T20:35:34.719223] [INFO ] [main      ] Fetching symbol history for BGY...
[2025-12-18T20:35:34.719274] [DEBUG] [REMOTE    ] BGY: Fetching historical data.
[2025-12-18T20:35:34.719661] [INFO ] [main      ] Progress: 77/421 forecasts completed (18.3%). KKRS finished in 0.6s. ETA: 58.9s. Rate: 350.54 forecasts/min
[2025-12-18T20:35:34.730729] [DEBUG] [REMOTE    ] BGY: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:34.731672] [DEBUG] [LOCAL     ] Loaded configuration for BGY: 5 features, N/A% accuracy
[2025-12-18T20:35:34.731724] [INFO ] [LOCAL     ] BGY: Loaded 5 optimal features with 36.50% confidence from JSON config
[2025-12-18T20:35:34.731755] [DEBUG] [MAG       ] Building data for symbol: BGY with lookback: 0
[2025-12-18T20:35:34.732535] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:34.732622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:34.737358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:34.739141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:34.739634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:34.740017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:34.740873] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:34.811771] [DEBUG] [MAG       ] BYRN: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:34.817569] [DEBUG] [MAG       ] PVH: Last date is validated at 2025-12-18
[2025-12-18T20:35:34.905453] [INFO ] [LOCAL     ] BYRN: Saved forecast.
[2025-12-18T20:35:34.905521] [INFO ] [main      ] BYRN: Signal=1 (Conf=90.0%), Magnitude=4.79% (Conf=52.3208%)
[2025-12-18T20:35:34.905896] [INFO ] [main      ] Progress: 78/421 forecasts completed (18.5%). BYRN finished in 0.7s. ETA: 58.8s. Rate: 350.14 forecasts/min
[2025-12-18T20:35:34.906019] [INFO ] [main      ] Fetching symbol history for AZO...
[2025-12-18T20:35:34.906061] [DEBUG] [REMOTE    ] AZO: Fetching historical data.
[2025-12-18T20:35:34.916870] [DEBUG] [REMOTE    ] AZO: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:34.917971] [DEBUG] [LOCAL     ] Loaded configuration for AZO: 6 features, N/A% accuracy
[2025-12-18T20:35:34.918029] [INFO ] [LOCAL     ] AZO: Loaded 6 optimal features with 52.33% confidence from JSON config
[2025-12-18T20:35:34.918062] [DEBUG] [MAG       ] Building data for symbol: AZO with lookback: 0
[2025-12-18T20:35:34.918878] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:35:34.918941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:34.920458] [DEBUG] [MAG       ] GL: Last date is validated at 2025-12-18
[2025-12-18T20:35:34.923848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:34.925656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:34.926151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:34.926654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:34.927107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:35:34.928445] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:34.983432] [DEBUG] [MAG       ] PVH: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:35.080610] [DEBUG] [MAG       ] BGY: Last date is validated at 2025-12-18
[2025-12-18T20:35:35.086008] [DEBUG] [MAG       ] GL: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:35.094542] [INFO ] [LOCAL     ] PVH: Saved forecast.
[2025-12-18T20:35:35.094632] [INFO ] [main      ] PVH: Signal=1 (Conf=90.0%), Magnitude=0.94% (Conf=47.3298%)
[2025-12-18T20:35:35.095000] [INFO ] [main      ] Fetching symbol history for PDP...
[2025-12-18T20:35:35.095050] [DEBUG] [REMOTE    ] PDP: Fetching historical data.
[2025-12-18T20:35:35.095662] [INFO ] [main      ] Progress: 79/421 forecasts completed (18.8%). PVH finished in 0.6s. ETA: 58.7s. Rate: 349.67 forecasts/min
[2025-12-18T20:35:35.106865] [DEBUG] [REMOTE    ] PDP: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:35.107776] [DEBUG] [LOCAL     ] Loaded configuration for PDP: 5 features, N/A% accuracy
[2025-12-18T20:35:35.107837] [INFO ] [LOCAL     ] PDP: Loaded 5 optimal features with 63.96% confidence from JSON config
[2025-12-18T20:35:35.107870] [DEBUG] [MAG       ] Building data for symbol: PDP with lookback: 0
[2025-12-18T20:35:35.108665] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:35.108725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:35.109459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:35:35.111049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:35:35.111878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-18T20:35:35.113012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-18T20:35:35.114986] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:35.182010] [INFO ] [LOCAL     ] GL: Saved forecast.
[2025-12-18T20:35:35.182081] [INFO ] [main      ] GL: Signal=1 (Conf=90.0%), Magnitude=0.47% (Conf=50.0981%)
[2025-12-18T20:35:35.182455] [INFO ] [main      ] Fetching symbol history for LINE...
[2025-12-18T20:35:35.182505] [DEBUG] [REMOTE    ] LINE: Fetching historical data.
[2025-12-18T20:35:35.183651] [INFO ] [main      ] Progress: 80/421 forecasts completed (19.0%). GL finished in 0.6s. ETA: 58.2s. Rate: 351.81 forecasts/min
[2025-12-18T20:35:35.193226] [DEBUG] [REMOTE    ] LINE: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:35.194169] [DEBUG] [LOCAL     ] Loaded configuration for LINE: 3 features, N/A% accuracy
[2025-12-18T20:35:35.194220] [INFO ] [LOCAL     ] LINE: Loaded 3 optimal features with 66.96% confidence from JSON config
[2025-12-18T20:35:35.194251] [DEBUG] [MAG       ] Building data for symbol: LINE with lookback: 0
[2025-12-18T20:35:35.195057] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:35:35.195115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-18T20:35:35.241419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-18T20:35:35.244153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-18T20:35:35.245835] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:35.248442] [DEBUG] [MAG       ] BGY: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:35.270637] [DEBUG] [MAG       ] AZO: Last date is validated at 2025-12-18
[2025-12-18T20:35:35.304409] [INFO ] [LOCAL     ] BGY: Saved forecast.
[2025-12-18T20:35:35.304485] [INFO ] [main      ] BGY: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=36.4979%)
[2025-12-18T20:35:35.304942] [INFO ] [main      ] Fetching symbol history for OGI...
[2025-12-18T20:35:35.304997] [DEBUG] [REMOTE    ] OGI: Fetching historical data.
[2025-12-18T20:35:35.305665] [INFO ] [main      ] Progress: 81/421 forecasts completed (19.2%). BGY finished in 0.6s. ETA: 57.8s. Rate: 353.05 forecasts/min
[2025-12-18T20:35:35.318443] [DEBUG] [REMOTE    ] OGI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:35.319773] [DEBUG] [LOCAL     ] Loaded configuration for OGI: 11 features, N/A% accuracy
[2025-12-18T20:35:35.319841] [INFO ] [LOCAL     ] OGI: Loaded 11 optimal features with 41.87% confidence from JSON config
[2025-12-18T20:35:35.319876] [DEBUG] [MAG       ] Building data for symbol: OGI with lookback: 0
[2025-12-18T20:35:35.320788] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-18T20:35:35.320856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:35.322596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:35.323130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:35.323533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:35.324439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-18T20:35:35.344640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:35.345240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-18T20:35:35.346375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-18T20:35:35.348142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-18T20:35:35.349464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-18T20:35:35.350304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-18T20:35:35.351924] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:35.439990] [DEBUG] [MAG       ] AZO: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:35.467988] [DEBUG] [MAG       ] PDP: Last date is validated at 2025-12-18
[2025-12-18T20:35:35.577730] [DEBUG] [MAG       ] LINE: Last date is validated at 2025-12-18
[2025-12-18T20:35:35.639541] [DEBUG] [MAG       ] PDP: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:35.662905] [INFO ] [LOCAL     ] AZO: Saved forecast.
[2025-12-18T20:35:35.662971] [INFO ] [main      ] AZO: Signal=1 (Conf=90.0%), Magnitude=-1.77% (Conf=52.3278%)
[2025-12-18T20:35:35.663282] [INFO ] [main      ] Fetching symbol history for GPIX...
[2025-12-18T20:35:35.663331] [DEBUG] [REMOTE    ] GPIX: Fetching historical data.
[2025-12-18T20:35:35.664212] [INFO ] [main      ] Progress: 82/421 forecasts completed (19.5%). AZO finished in 0.8s. ETA: 58.4s. Rate: 348.34 forecasts/min
[2025-12-18T20:35:35.674055] [DEBUG] [REMOTE    ] GPIX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:35.674992] [DEBUG] [LOCAL     ] Loaded configuration for GPIX: 7 features, N/A% accuracy
[2025-12-18T20:35:35.675051] [INFO ] [LOCAL     ] GPIX: Loaded 7 optimal features with 73.62% confidence from JSON config
[2025-12-18T20:35:35.675086] [DEBUG] [MAG       ] Building data for symbol: GPIX with lookback: 0
[2025-12-18T20:35:35.675887] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-18T20:35:35.675951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:35.681345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:35.683158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:35.683658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:35.684054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:35.684954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:35.687360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-18T20:35:35.688073] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:35.703427] [DEBUG] [MAG       ] OGI: Last date is validated at 2025-12-18
[2025-12-18T20:35:35.737145] [INFO ] [LOCAL     ] PDP: Saved forecast.
[2025-12-18T20:35:35.737214] [INFO ] [main      ] PDP: Signal=1 (Conf=90.0%), Magnitude=4.11% (Conf=63.9644%)
[2025-12-18T20:35:35.737596] [INFO ] [main      ] Fetching symbol history for MA...
[2025-12-18T20:35:35.737648] [DEBUG] [REMOTE    ] MA: Fetching historical data.
[2025-12-18T20:35:35.737678] [INFO ] [main      ] Progress: 83/421 forecasts completed (19.7%). PDP finished in 0.6s. ETA: 57.8s. Rate: 350.76 forecasts/min
[2025-12-18T20:35:35.747733] [DEBUG] [MAG       ] LINE: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:35.749608] [DEBUG] [REMOTE    ] MA: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:35.750623] [DEBUG] [LOCAL     ] Loaded configuration for MA: 2 features, N/A% accuracy
[2025-12-18T20:35:35.750675] [INFO ] [LOCAL     ] MA: Loaded 2 optimal features with 57.44% confidence from JSON config
[2025-12-18T20:35:35.750707] [DEBUG] [MAG       ] Building data for symbol: MA with lookback: 0
[2025-12-18T20:35:35.751466] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:35:35.751525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:35.756324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-18T20:35:35.759157] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:35.837108] [INFO ] [LOCAL     ] LINE: Saved forecast.
[2025-12-18T20:35:35.837172] [INFO ] [main      ] LINE: Signal=1 (Conf=90.0%), Magnitude=2.74% (Conf=66.9571%)
[2025-12-18T20:35:35.837537] [INFO ] [main      ] Progress: 84/421 forecasts completed (20.0%). LINE finished in 0.7s. ETA: 57.4s. Rate: 352.51 forecasts/min
[2025-12-18T20:35:35.837702] [INFO ] [main      ] Fetching symbol history for LASE...
[2025-12-18T20:35:35.837745] [DEBUG] [REMOTE    ] LASE: Fetching historical data.
[2025-12-18T20:35:35.849542] [DEBUG] [REMOTE    ] LASE: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:35.850228] [DEBUG] [LOCAL     ] Loaded configuration for LASE: 2 features, N/A% accuracy
[2025-12-18T20:35:35.850285] [INFO ] [LOCAL     ] LASE: Loaded 2 optimal features with 59.73% confidence from JSON config
[2025-12-18T20:35:35.850317] [DEBUG] [MAG       ] Building data for symbol: LASE with lookback: 0
[2025-12-18T20:35:35.851088] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:35:35.851147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:35.853469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:35:35.871697] [DEBUG] [MAG       ] OGI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:35.891382] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:36.006257] [INFO ] [LOCAL     ] OGI: Saved forecast.
[2025-12-18T20:35:36.006325] [INFO ] [main      ] OGI: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=41.8721%)
[2025-12-18T20:35:36.006815] [INFO ] [main      ] Fetching symbol history for CTRA...
[2025-12-18T20:35:36.006893] [DEBUG] [REMOTE    ] CTRA: Fetching historical data.
[2025-12-18T20:35:36.006821] [INFO ] [main      ] Progress: 85/421 forecasts completed (20.2%). OGI finished in 0.7s. ETA: 57.2s. Rate: 352.53 forecasts/min
[2025-12-18T20:35:36.018236] [DEBUG] [REMOTE    ] CTRA: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:36.019400] [DEBUG] [LOCAL     ] Loaded configuration for CTRA: 9 features, N/A% accuracy
[2025-12-18T20:35:36.019454] [INFO ] [LOCAL     ] CTRA: Loaded 9 optimal features with 46.89% confidence from JSON config
[2025-12-18T20:35:36.019485] [DEBUG] [MAG       ] Building data for symbol: CTRA with lookback: 0
[2025-12-18T20:35:36.020278] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-18T20:35:36.020341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:36.025072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:36.026835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:36.027309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:36.027712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:35:36.028627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-18T20:35:36.029338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-18T20:35:36.033408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-18T20:35:36.034791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-18T20:35:36.035158] [DEBUG] [MAG       ] GPIX: Last date is validated at 2025-12-18
[2025-12-18T20:35:36.035473] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:36.094649] [DEBUG] [MAG       ] MA: Last date is validated at 2025-12-18
[2025-12-18T20:35:36.207258] [DEBUG] [MAG       ] GPIX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:36.225647] [DEBUG] [MAG       ] LASE: Last date is validated at 2025-12-18
[2025-12-18T20:35:36.262049] [DEBUG] [MAG       ] MA: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:36.286738] [INFO ] [LOCAL     ] GPIX: Saved forecast.
[2025-12-18T20:35:36.286806] [INFO ] [main      ] GPIX: Signal=1 (Conf=90.0%), Magnitude=0.38% (Conf=73.6211%)
[2025-12-18T20:35:36.287163] [INFO ] [main      ] Fetching symbol history for PHK...
[2025-12-18T20:35:36.287212] [DEBUG] [REMOTE    ] PHK: Fetching historical data.
[2025-12-18T20:35:36.287672] [INFO ] [main      ] Progress: 86/421 forecasts completed (20.4%). GPIX finished in 0.6s. ETA: 57.4s. Rate: 349.88 forecasts/min
[2025-12-18T20:35:36.298022] [DEBUG] [REMOTE    ] PHK: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:36.299068] [DEBUG] [LOCAL     ] Loaded configuration for PHK: 3 features, N/A% accuracy
[2025-12-18T20:35:36.299122] [INFO ] [LOCAL     ] PHK: Loaded 3 optimal features with 26.52% confidence from JSON config
[2025-12-18T20:35:36.299155] [DEBUG] [MAG       ] Building data for symbol: PHK with lookback: 0
[2025-12-18T20:35:36.299958] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:35:36.300019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:36.304911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:36.305755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:36.308118] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:36.369649] [DEBUG] [MAG       ] CTRA: Last date is validated at 2025-12-18
[2025-12-18T20:35:36.394041] [DEBUG] [MAG       ] LASE: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:36.412330] [INFO ] [LOCAL     ] MA: Saved forecast.
[2025-12-18T20:35:36.412402] [INFO ] [main      ] MA: Signal=1 (Conf=90.0%), Magnitude=0.21% (Conf=57.4444%)
[2025-12-18T20:35:36.412564] [INFO ] [main      ] Fetching symbol history for BHC...
[2025-12-18T20:35:36.412626] [DEBUG] [REMOTE    ] BHC: Fetching historical data.
[2025-12-18T20:35:36.414723] [INFO ] [main      ] Progress: 87/421 forecasts completed (20.7%). MA finished in 0.7s. ETA: 57.1s. Rate: 350.93 forecasts/min
[2025-12-18T20:35:36.424513] [DEBUG] [REMOTE    ] BHC: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:36.425970] [DEBUG] [LOCAL     ] Loaded configuration for BHC: 7 features, N/A% accuracy
[2025-12-18T20:35:36.426029] [INFO ] [LOCAL     ] BHC: Loaded 7 optimal features with 49.01% confidence from JSON config
[2025-12-18T20:35:36.426063] [DEBUG] [MAG       ] Building data for symbol: BHC with lookback: 0
[2025-12-18T20:35:36.426863] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-18T20:35:36.426926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:36.427640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-18T20:35:36.428737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-18T20:35:36.431125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:36.432850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:36.433341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-18T20:35:36.434436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-18T20:35:36.436611] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:36.464963] [INFO ] [LOCAL     ] LASE: Saved forecast.
[2025-12-18T20:35:36.465037] [INFO ] [main      ] LASE: Signal=1 (Conf=90.0%), Magnitude=-6.02% (Conf=59.7292%)
[2025-12-18T20:35:36.465202] [INFO ] [main      ] Fetching symbol history for WHD...
[2025-12-18T20:35:36.465245] [DEBUG] [REMOTE    ] WHD: Fetching historical data.
[2025-12-18T20:35:36.465834] [INFO ] [main      ] Progress: 88/421 forecasts completed (20.9%). LASE finished in 0.6s. ETA: 56.5s. Rate: 353.75 forecasts/min
[2025-12-18T20:35:36.477557] [DEBUG] [REMOTE    ] WHD: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:36.478774] [DEBUG] [LOCAL     ] Loaded configuration for WHD: 9 features, N/A% accuracy
[2025-12-18T20:35:36.478828] [INFO ] [LOCAL     ] WHD: Loaded 9 optimal features with 56.35% confidence from JSON config
[2025-12-18T20:35:36.478859] [DEBUG] [MAG       ] Building data for symbol: WHD with lookback: 0
[2025-12-18T20:35:36.479755] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-18T20:35:36.479820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:36.485128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:36.487626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-18T20:35:36.490884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:36.492958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:36.493412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-18T20:35:36.494401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-18T20:35:36.496174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-18T20:35:36.497329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-18T20:35:36.498008] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:36.542591] [DEBUG] [MAG       ] CTRA: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:36.634209] [INFO ] [LOCAL     ] CTRA: Saved forecast.
[2025-12-18T20:35:36.634278] [INFO ] [main      ] CTRA: Signal=1 (Conf=90.0%), Magnitude=-0.33% (Conf=46.8873%)
[2025-12-18T20:35:36.634686] [INFO ] [main      ] Fetching symbol history for NXE...
[2025-12-18T20:35:36.634749] [DEBUG] [REMOTE    ] NXE: Fetching historical data.
[2025-12-18T20:35:36.635659] [INFO ] [main      ] Progress: 89/421 forecasts completed (21.1%). CTRA finished in 0.6s. ETA: 56.3s. Rate: 353.74 forecasts/min
[2025-12-18T20:35:36.647075] [DEBUG] [REMOTE    ] NXE: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:36.648425] [DEBUG] [LOCAL     ] Loaded configuration for NXE: 2 features, N/A% accuracy
[2025-12-18T20:35:36.648495] [INFO ] [LOCAL     ] NXE: Loaded 2 optimal features with 53.33% confidence from JSON config
[2025-12-18T20:35:36.648533] [DEBUG] [MAG       ] Building data for symbol: NXE with lookback: 0
[2025-12-18T20:35:36.649699] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:35:36.649760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:36.655386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:35:36.659549] [DEBUG] [MAG       ] PHK: Last date is validated at 2025-12-18
[2025-12-18T20:35:36.697686] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:36.789188] [DEBUG] [MAG       ] BHC: Last date is validated at 2025-12-18
[2025-12-18T20:35:36.827467] [DEBUG] [MAG       ] PHK: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:36.864396] [DEBUG] [MAG       ] WHD: Last date is validated at 2025-12-18
[2025-12-18T20:35:36.881887] [INFO ] [LOCAL     ] PHK: Saved forecast.
[2025-12-18T20:35:36.881951] [INFO ] [main      ] PHK: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=26.5154%)
[2025-12-18T20:35:36.882294] [INFO ] [main      ] Fetching symbol history for DVAX...
[2025-12-18T20:35:36.882343] [DEBUG] [REMOTE    ] DVAX: Fetching historical data.
[2025-12-18T20:35:36.882657] [INFO ] [main      ] Progress: 90/421 forecasts completed (21.4%). PHK finished in 0.6s. ETA: 56.4s. Rate: 351.96 forecasts/min
[2025-12-18T20:35:36.893199] [DEBUG] [REMOTE    ] DVAX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:36.894087] [DEBUG] [LOCAL     ] Loaded configuration for DVAX: 5 features, N/A% accuracy
[2025-12-18T20:35:36.894140] [INFO ] [LOCAL     ] DVAX: Loaded 5 optimal features with 44.47% confidence from JSON config
[2025-12-18T20:35:36.894181] [DEBUG] [MAG       ] Building data for symbol: DVAX with lookback: 0
[2025-12-18T20:35:36.894953] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:36.895013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:36.899760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:36.901483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:36.901971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:36.902404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:36.902950] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:36.960108] [DEBUG] [MAG       ] BHC: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:37.028609] [INFO ] [LOCAL     ] BHC: Saved forecast.
[2025-12-18T20:35:37.028677] [INFO ] [main      ] BHC: Signal=1 (Conf=90.0%), Magnitude=0.77% (Conf=49.0143%)
[2025-12-18T20:35:37.028839] [INFO ] [main      ] Fetching symbol history for CADL...
[2025-12-18T20:35:37.028883] [DEBUG] [REMOTE    ] CADL: Fetching historical data.
[2025-12-18T20:35:37.030704] [INFO ] [main      ] Progress: 91/421 forecasts completed (21.6%). BHC finished in 0.6s. ETA: 56.2s. Rate: 352.47 forecasts/min
[2025-12-18T20:35:37.033081] [DEBUG] [MAG       ] NXE: Last date is validated at 2025-12-18
[2025-12-18T20:35:37.034176] [DEBUG] [MAG       ] WHD: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:37.040328] [DEBUG] [REMOTE    ] CADL: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:37.041247] [DEBUG] [LOCAL     ] Loaded configuration for CADL: 5 features, N/A% accuracy
[2025-12-18T20:35:37.041296] [INFO ] [LOCAL     ] CADL: Loaded 5 optimal features with 55.01% confidence from JSON config
[2025-12-18T20:35:37.041327] [DEBUG] [MAG       ] Building data for symbol: CADL with lookback: 0
[2025-12-18T20:35:37.042106] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:37.042168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:37.043843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:37.044348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:37.046714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:35:37.047679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-18T20:35:37.065025] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:37.136219] [INFO ] [LOCAL     ] WHD: Saved forecast.
[2025-12-18T20:35:37.136291] [INFO ] [main      ] WHD: Signal=1 (Conf=90.0%), Magnitude=5.00% (Conf=56.3482%)
[2025-12-18T20:35:37.136662] [INFO ] [main      ] Fetching symbol history for CODA...
[2025-12-18T20:35:37.136713] [DEBUG] [REMOTE    ] CODA: Fetching historical data.
[2025-12-18T20:35:37.137646] [INFO ] [main      ] Progress: 92/421 forecasts completed (21.9%). WHD finished in 0.7s. ETA: 55.8s. Rate: 353.90 forecasts/min
[2025-12-18T20:35:37.147236] [DEBUG] [REMOTE    ] CODA: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:37.148276] [DEBUG] [LOCAL     ] Loaded configuration for CODA: 6 features, N/A% accuracy
[2025-12-18T20:35:37.148328] [INFO ] [LOCAL     ] CODA: Loaded 6 optimal features with 51.95% confidence from JSON config
[2025-12-18T20:35:37.148359] [DEBUG] [MAG       ] Building data for symbol: CODA with lookback: 0
[2025-12-18T20:35:37.149194] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:35:37.149257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:37.154147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:37.154979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:37.157341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-18T20:35:37.198693] [DEBUG] [MAG       ] NXE: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:37.234700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-18T20:35:37.236305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-18T20:35:37.237513] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:37.241003] [DEBUG] [MAG       ] DVAX: Last date is validated at 2025-12-18
[2025-12-18T20:35:37.266079] [INFO ] [LOCAL     ] NXE: Saved forecast.
[2025-12-18T20:35:37.266156] [INFO ] [main      ] NXE: Signal=1 (Conf=90.0%), Magnitude=6.42% (Conf=53.3323%)
[2025-12-18T20:35:37.266630] [INFO ] [main      ] Fetching symbol history for TTEC...
[2025-12-18T20:35:37.266682] [DEBUG] [REMOTE    ] TTEC: Fetching historical data.
[2025-12-18T20:35:37.266654] [INFO ] [main      ] Progress: 93/421 forecasts completed (22.1%). NXE finished in 0.6s. ETA: 55.5s. Rate: 354.81 forecasts/min
[2025-12-18T20:35:37.278053] [DEBUG] [REMOTE    ] TTEC: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:37.279403] [DEBUG] [LOCAL     ] Loaded configuration for TTEC: 9 features, N/A% accuracy
[2025-12-18T20:35:37.279456] [INFO ] [LOCAL     ] TTEC: Loaded 9 optimal features with 54.91% confidence from JSON config
[2025-12-18T20:35:37.279487] [DEBUG] [MAG       ] Building data for symbol: TTEC with lookback: 0
[2025-12-18T20:35:37.280296] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-18T20:35:37.280374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:37.282066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:37.282601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:37.282991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:35:37.284624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:35:37.285600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-18T20:35:37.286217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-18T20:35:37.287990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-18T20:35:37.291053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-18T20:35:37.292170] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:37.397495] [DEBUG] [MAG       ] CADL: Last date is validated at 2025-12-18
[2025-12-18T20:35:37.409684] [DEBUG] [MAG       ] DVAX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:37.476117] [INFO ] [LOCAL     ] DVAX: Saved forecast.
[2025-12-18T20:35:37.476183] [INFO ] [main      ] DVAX: Signal=1 (Conf=90.0%), Magnitude=-2.72% (Conf=44.465%)
[2025-12-18T20:35:37.476536] [INFO ] [main      ] Fetching symbol history for NATL...
[2025-12-18T20:35:37.476602] [DEBUG] [REMOTE    ] NATL: Fetching historical data.
[2025-12-18T20:35:37.476627] [INFO ] [main      ] Progress: 94/421 forecasts completed (22.3%). DVAX finished in 0.6s. ETA: 55.4s. Rate: 353.90 forecasts/min
[2025-12-18T20:35:37.488312] [DEBUG] [REMOTE    ] NATL: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:37.489425] [DEBUG] [LOCAL     ] Loaded configuration for NATL: 5 features, N/A% accuracy
[2025-12-18T20:35:37.489478] [INFO ] [LOCAL     ] NATL: Loaded 5 optimal features with 57.28% confidence from JSON config
[2025-12-18T20:35:37.489513] [DEBUG] [MAG       ] Building data for symbol: NATL with lookback: 0
[2025-12-18T20:35:37.490367] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:37.490433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:37.491423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:37.494362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-18T20:35:37.495288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-18T20:35:37.498489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-18T20:35:37.500463] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:37.566140] [DEBUG] [MAG       ] CADL: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:37.574435] [DEBUG] [MAG       ] CODA: Last date is validated at 2025-12-18
[2025-12-18T20:35:37.628739] [DEBUG] [MAG       ] TTEC: Last date is validated at 2025-12-18
[2025-12-18T20:35:37.651320] [INFO ] [LOCAL     ] CADL: Saved forecast.
[2025-12-18T20:35:37.651388] [INFO ] [main      ] CADL: Signal=1 (Conf=90.0%), Magnitude=0.23% (Conf=55.0055%)
[2025-12-18T20:35:37.651555] [INFO ] [main      ] Fetching symbol history for VTEX...
[2025-12-18T20:35:37.651616] [DEBUG] [REMOTE    ] VTEX: Fetching historical data.
[2025-12-18T20:35:37.652286] [INFO ] [main      ] Progress: 95/421 forecasts completed (22.6%). CADL finished in 0.6s. ETA: 55.3s. Rate: 353.77 forecasts/min
[2025-12-18T20:35:37.663378] [DEBUG] [REMOTE    ] VTEX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:37.664237] [DEBUG] [LOCAL     ] Loaded configuration for VTEX: 4 features, N/A% accuracy
[2025-12-18T20:35:37.664286] [INFO ] [LOCAL     ] VTEX: Loaded 4 optimal features with 62.99% confidence from JSON config
[2025-12-18T20:35:37.664317] [DEBUG] [MAG       ] Building data for symbol: VTEX with lookback: 0
[2025-12-18T20:35:37.665074] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:35:37.665133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:37.670114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:37.671872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:37.672351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:37.672754] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:37.740012] [DEBUG] [MAG       ] CODA: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:37.795123] [DEBUG] [MAG       ] TTEC: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:37.805804] [INFO ] [LOCAL     ] CODA: Saved forecast.
[2025-12-18T20:35:37.805871] [INFO ] [main      ] CODA: Signal=1 (Conf=90.0%), Magnitude=-2.85% (Conf=51.9456%)
[2025-12-18T20:35:37.806039] [INFO ] [main      ] Fetching symbol history for HPE...
[2025-12-18T20:35:37.806084] [DEBUG] [REMOTE    ] HPE: Fetching historical data.
[2025-12-18T20:35:37.807654] [INFO ] [main      ] Progress: 96/421 forecasts completed (22.8%). CODA finished in 0.7s. ETA: 55.1s. Rate: 354.07 forecasts/min
[2025-12-18T20:35:37.816970] [DEBUG] [REMOTE    ] HPE: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:37.817786] [DEBUG] [LOCAL     ] Loaded configuration for HPE: 2 features, N/A% accuracy
[2025-12-18T20:35:37.817841] [INFO ] [LOCAL     ] HPE: Loaded 2 optimal features with 58.69% confidence from JSON config
[2025-12-18T20:35:37.817874] [DEBUG] [MAG       ] Building data for symbol: HPE with lookback: 0
[2025-12-18T20:35:37.818658] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:35:37.818715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-18T20:35:37.845547] [DEBUG] [MAG       ] NATL: Last date is validated at 2025-12-18
[2025-12-18T20:35:37.859545] [INFO ] [LOCAL     ] TTEC: Saved forecast.
[2025-12-18T20:35:37.859629] [INFO ] [main      ] TTEC: Signal=1 (Conf=90.0%), Magnitude=8.15% (Conf=54.9101%)
[2025-12-18T20:35:37.859975] [INFO ] [main      ] Fetching symbol history for MSGS...
[2025-12-18T20:35:37.860025] [DEBUG] [REMOTE    ] MSGS: Fetching historical data.
[2025-12-18T20:35:37.860652] [INFO ] [main      ] Progress: 97/421 forecasts completed (23.0%). TTEC finished in 0.6s. ETA: 54.5s. Rate: 356.60 forecasts/min
[2025-12-18T20:35:37.871502] [DEBUG] [REMOTE    ] MSGS: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:37.872498] [DEBUG] [LOCAL     ] Loaded configuration for MSGS: 7 features, N/A% accuracy
[2025-12-18T20:35:37.872567] [INFO ] [LOCAL     ] MSGS: Loaded 7 optimal features with 39.29% confidence from JSON config
[2025-12-18T20:35:37.872626] [DEBUG] [MAG       ] Building data for symbol: MSGS with lookback: 0
[2025-12-18T20:35:37.873440] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-18T20:35:37.873505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:37.878443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:37.880297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:37.880803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:37.881613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:37.884111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:35:37.885816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-18T20:35:37.886894] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:37.930188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:35:37.931445] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:38.009791] [DEBUG] [MAG       ] VTEX: Last date is validated at 2025-12-18
[2025-12-18T20:35:38.017435] [DEBUG] [MAG       ] NATL: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:38.102003] [INFO ] [LOCAL     ] NATL: Saved forecast.
[2025-12-18T20:35:38.102068] [INFO ] [main      ] NATL: Signal=1 (Conf=90.0%), Magnitude=2.03% (Conf=57.2769%)
[2025-12-18T20:35:38.102423] [INFO ] [main      ] Fetching symbol history for AXON...
[2025-12-18T20:35:38.102473] [DEBUG] [REMOTE    ] AXON: Fetching historical data.
[2025-12-18T20:35:38.102658] [INFO ] [main      ] Progress: 98/421 forecasts completed (23.3%). NATL finished in 0.6s. ETA: 54.6s. Rate: 355.01 forecasts/min
[2025-12-18T20:35:38.113016] [DEBUG] [REMOTE    ] AXON: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:38.114012] [DEBUG] [LOCAL     ] Loaded configuration for AXON: 9 features, N/A% accuracy
[2025-12-18T20:35:38.114067] [INFO ] [LOCAL     ] AXON: Loaded 9 optimal features with 63.61% confidence from JSON config
[2025-12-18T20:35:38.114098] [DEBUG] [MAG       ] Building data for symbol: AXON with lookback: 0
[2025-12-18T20:35:38.114899] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-18T20:35:38.114961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:38.119712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:38.121534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:38.122020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:38.122453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:38.122852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:38.125120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:35:38.163331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-18T20:35:38.166240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-18T20:35:38.166992] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:38.178443] [DEBUG] [MAG       ] VTEX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:38.229094] [DEBUG] [MAG       ] MSGS: Last date is validated at 2025-12-18
[2025-12-18T20:35:38.237069] [INFO ] [LOCAL     ] VTEX: Saved forecast.
[2025-12-18T20:35:38.237136] [INFO ] [main      ] VTEX: Signal=1 (Conf=90.0%), Magnitude=2.09% (Conf=62.9904%)
[2025-12-18T20:35:38.237459] [INFO ] [main      ] Fetching symbol history for ARES...
[2025-12-18T20:35:38.237507] [DEBUG] [REMOTE    ] ARES: Fetching historical data.
[2025-12-18T20:35:38.238382] [INFO ] [main      ] Progress: 99/421 forecasts completed (23.5%). VTEX finished in 0.6s. ETA: 54.3s. Rate: 355.72 forecasts/min
[2025-12-18T20:35:38.249475] [DEBUG] [REMOTE    ] ARES: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:38.250417] [DEBUG] [LOCAL     ] Loaded configuration for ARES: 4 features, N/A% accuracy
[2025-12-18T20:35:38.250466] [INFO ] [LOCAL     ] ARES: Loaded 4 optimal features with 55.42% confidence from JSON config
[2025-12-18T20:35:38.250497] [DEBUG] [MAG       ] Building data for symbol: ARES with lookback: 0
[2025-12-18T20:35:38.251283] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:35:38.251519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:38.253205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:38.253728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:38.254476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-18T20:35:38.265417] [DEBUG] [MAG       ] HPE: Last date is validated at 2025-12-18
[2025-12-18T20:35:38.361774] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:38.398963] [DEBUG] [MAG       ] MSGS: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:38.433142] [DEBUG] [MAG       ] HPE: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:38.506900] [INFO ] [LOCAL     ] HPE: Saved forecast.
[2025-12-18T20:35:38.506969] [INFO ] [main      ] HPE: Signal=1 (Conf=90.0%), Magnitude=1.85% (Conf=58.6856%)
[2025-12-18T20:35:38.507312] [INFO ] [main      ] Fetching symbol history for GTES...
[2025-12-18T20:35:38.507362] [DEBUG] [REMOTE    ] GTES: Fetching historical data.
[2025-12-18T20:35:38.507659] [INFO ] [main      ] Progress: 100/421 forecasts completed (23.8%). HPE finished in 0.7s. ETA: 54.5s. Rate: 353.61 forecasts/min
[2025-12-18T20:35:38.511931] [DEBUG] [MAG       ] AXON: Last date is validated at 2025-12-18
[2025-12-18T20:35:38.517682] [INFO ] [LOCAL     ] MSGS: Saved forecast.
[2025-12-18T20:35:38.517752] [INFO ] [main      ] MSGS: Signal=1 (Conf=90.0%), Magnitude=-0.86% (Conf=39.2888%)
[2025-12-18T20:35:38.517912] [INFO ] [main      ] Fetching symbol history for TBIL...
[2025-12-18T20:35:38.517957] [DEBUG] [REMOTE    ] TBIL: Fetching historical data.
[2025-12-18T20:35:38.518741] [INFO ] [main      ] Progress: 101/421 forecasts completed (24.0%). MSGS finished in 0.7s. ETA: 53.8s. Rate: 356.91 forecasts/min
[2025-12-18T20:35:38.521169] [DEBUG] [REMOTE    ] GTES: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:38.522394] [DEBUG] [LOCAL     ] Loaded configuration for GTES: 2 features, N/A% accuracy
[2025-12-18T20:35:38.522444] [INFO ] [LOCAL     ] GTES: Loaded 2 optimal features with 47.82% confidence from JSON config
[2025-12-18T20:35:38.522477] [DEBUG] [MAG       ] Building data for symbol: GTES with lookback: 0
[2025-12-18T20:35:38.523307] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:35:38.523369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:38.528356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-18T20:35:38.529913] [DEBUG] [REMOTE    ] TBIL: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:38.530716] [DEBUG] [LOCAL     ] Loaded configuration for TBIL: 50 features, N/A% accuracy
[2025-12-18T20:35:38.530774] [INFO ] [LOCAL     ] TBIL: Loaded 50 optimal features with 14.41% confidence from JSON config
[2025-12-18T20:35:38.530807] [DEBUG] [MAG       ] Building data for symbol: TBIL with lookback: 0
[2025-12-18T20:35:38.531621] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-18T20:35:38.531718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:38.536697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:38.538489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:38.542337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:38.542941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:38.543360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:38.544176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:38.545054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:38.547502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-18T20:35:38.604913] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:38.661327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:35:38.663458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:35:38.685899] [DEBUG] [MAG       ] AXON: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:38.695953] [DEBUG] [MAG       ] ARES: Last date is validated at 2025-12-18
[2025-12-18T20:35:38.702718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:35:38.703860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-18T20:35:38.744339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:35:38.745421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:35:38.746706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-18T20:35:38.826237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-18T20:35:38.827180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-18T20:35:38.829096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-18T20:35:38.831971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-18T20:35:38.833136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-18T20:35:38.835253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-18T20:35:38.836059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-18T20:35:38.840518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-18T20:35:38.841748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-18T20:35:38.843148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-18T20:35:38.844688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-18T20:35:38.847645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-18T20:35:38.848307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-18T20:35:38.849066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-18T20:35:38.851116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-18T20:35:38.852222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-18T20:35:38.852964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-18T20:35:38.853762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-18T20:35:38.854463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-18T20:35:38.857312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-18T20:35:38.858950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-18T20:35:38.860249] [DEBUG] [MAG       ] ARES: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:38.861550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-18T20:35:38.863830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-18T20:35:38.867769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-18T20:35:38.887995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-18T20:35:38.889429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-18T20:35:38.891201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-18T20:35:38.892051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-18T20:35:38.893706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-18T20:35:38.895404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-18T20:35:38.896321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-18T20:35:38.897522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-18T20:35:38.899742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-18T20:35:38.901257] [INFO ] [LOCAL     ] AXON: Saved forecast.
[2025-12-18T20:35:38.901326] [INFO ] [main      ] AXON: Signal=1 (Conf=90.0%), Magnitude=6.22% (Conf=63.6148%)
[2025-12-18T20:35:38.901356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-18T20:35:38.901711] [INFO ] [main      ] Fetching symbol history for ZETA...
[2025-12-18T20:35:38.901764] [DEBUG] [REMOTE    ] ZETA: Fetching historical data.
[2025-12-18T20:35:38.902661] [INFO ] [main      ] Progress: 102/421 forecasts completed (24.2%). AXON finished in 0.8s. ETA: 54.3s. Rate: 352.48 forecasts/min
[2025-12-18T20:35:38.903277] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:38.913508] [DEBUG] [REMOTE    ] ZETA: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:38.914405] [DEBUG] [LOCAL     ] Loaded configuration for ZETA: 5 features, N/A% accuracy
[2025-12-18T20:35:38.914464] [INFO ] [LOCAL     ] ZETA: Loaded 5 optimal features with 46.00% confidence from JSON config
[2025-12-18T20:35:38.914497] [DEBUG] [MAG       ] Building data for symbol: ZETA with lookback: 0
[2025-12-18T20:35:38.915324] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:38.915387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:38.916284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-18T20:35:38.961639] [DEBUG] [MAG       ] GTES: Last date is validated at 2025-12-18
[2025-12-18T20:35:38.991352] [INFO ] [LOCAL     ] ARES: Saved forecast.
[2025-12-18T20:35:38.991421] [INFO ] [main      ] ARES: Signal=1 (Conf=90.0%), Magnitude=1.25% (Conf=55.416%)
[2025-12-18T20:35:38.991605] [INFO ] [main      ] Fetching symbol history for LII...
[2025-12-18T20:35:38.991650] [DEBUG] [REMOTE    ] LII: Fetching historical data.
[2025-12-18T20:35:38.992668] [INFO ] [main      ] Progress: 103/421 forecasts completed (24.5%). ARES finished in 0.8s. ETA: 53.9s. Rate: 354.10 forecasts/min
[2025-12-18T20:35:39.006095] [DEBUG] [REMOTE    ] LII: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:39.006959] [DEBUG] [LOCAL     ] Loaded configuration for LII: 1 features, N/A% accuracy
[2025-12-18T20:35:39.007010] [INFO ] [LOCAL     ] LII: Loaded 1 optimal features with 52.72% confidence from JSON config
[2025-12-18T20:35:39.007042] [DEBUG] [MAG       ] Building data for symbol: LII with lookback: 0
[2025-12-18T20:35:39.007822] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-18T20:35:39.007880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:35:39.030260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:35:39.045292] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:39.069232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:35:39.070321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-18T20:35:39.139613] [DEBUG] [MAG       ] GTES: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:39.146777] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:39.218188] [INFO ] [LOCAL     ] GTES: Saved forecast.
[2025-12-18T20:35:39.218271] [INFO ] [main      ] GTES: Signal=1 (Conf=90.0%), Magnitude=-0.74% (Conf=47.8169%)
[2025-12-18T20:35:39.218630] [INFO ] [main      ] Fetching symbol history for AFYA...
[2025-12-18T20:35:39.218682] [DEBUG] [REMOTE    ] AFYA: Fetching historical data.
[2025-12-18T20:35:39.219624] [INFO ] [main      ] Progress: 104/421 forecasts completed (24.7%). GTES finished in 0.7s. ETA: 53.9s. Rate: 352.95 forecasts/min
[2025-12-18T20:35:39.230609] [DEBUG] [REMOTE    ] AFYA: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:39.231663] [DEBUG] [LOCAL     ] Loaded configuration for AFYA: 0 features, N/A% accuracy
[2025-12-18T20:35:39.231723] [INFO ] [LOCAL     ] AFYA: Loaded 0 optimal features with 44.94% confidence from JSON config
[2025-12-18T20:35:39.231756] [DEBUG] [MAG       ] Building data for symbol: AFYA with lookback: 0
[2025-12-18T20:35:39.232626] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-18T20:35:39.244146] [DEBUG] [MAG       ] TBIL: Last date is validated at 2025-12-18
[2025-12-18T20:35:39.375128] [DEBUG] [MAG       ] LII: Last date is validated at 2025-12-18
[2025-12-18T20:35:39.410041] [DEBUG] [MAG       ] TBIL: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:39.507920] [DEBUG] [MAG       ] ZETA: Last date is validated at 2025-12-18
[2025-12-18T20:35:39.540176] [DEBUG] [MAG       ] LII: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:39.595074] [DEBUG] [MAG       ] AFYA: Last date is validated at 2025-12-18
[2025-12-18T20:35:39.673589] [INFO ] [LOCAL     ] LII: Saved forecast.
[2025-12-18T20:35:39.673659] [INFO ] [main      ] LII: Signal=1 (Conf=90.0%), Magnitude=3.91% (Conf=52.7203%)
[2025-12-18T20:35:39.673785] [INFO ] [LOCAL     ] TBIL: Saved forecast.
[2025-12-18T20:35:39.673856] [INFO ] [main      ] TBIL: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.406%)
[2025-12-18T20:35:39.674013] [INFO ] [main      ] Fetching symbol history for SNGX...
[2025-12-18T20:35:39.674065] [DEBUG] [REMOTE    ] SNGX: Fetching historical data.
[2025-12-18T20:35:39.674059] [INFO ] [main      ] Progress: 105/421 forecasts completed (24.9%). LII finished in 0.7s. ETA: 54.6s. Rate: 347.41 forecasts/min
[2025-12-18T20:35:39.674217] [INFO ] [main      ] Fetching symbol history for WKSP...
[2025-12-18T20:35:39.674263] [DEBUG] [REMOTE    ] WKSP: Fetching historical data.
[2025-12-18T20:35:39.675405] [INFO ] [main      ] Progress: 106/421 forecasts completed (25.2%). TBIL finished in 1.2s. ETA: 53.9s. Rate: 350.69 forecasts/min
[2025-12-18T20:35:39.686339] [DEBUG] [REMOTE    ] SNGX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:39.686821] [DEBUG] [REMOTE    ] WKSP: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:39.687467] [DEBUG] [LOCAL     ] Loaded configuration for SNGX: 5 features, N/A% accuracy
[2025-12-18T20:35:39.687525] [INFO ] [LOCAL     ] SNGX: Loaded 5 optimal features with 43.57% confidence from JSON config
[2025-12-18T20:35:39.687557] [DEBUG] [MAG       ] Building data for symbol: SNGX with lookback: 0
[2025-12-18T20:35:39.687885] [DEBUG] [LOCAL     ] Loaded configuration for WKSP: 6 features, N/A% accuracy
[2025-12-18T20:35:39.687947] [INFO ] [LOCAL     ] WKSP: Loaded 6 optimal features with 55.74% confidence from JSON config
[2025-12-18T20:35:39.687989] [DEBUG] [MAG       ] Building data for symbol: WKSP with lookback: 0
[2025-12-18T20:35:39.688409] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:39.688474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:39.688971] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:35:39.689087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:39.693419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:39.694277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-18T20:35:39.694917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-18T20:35:39.697732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-18T20:35:39.697823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:39.698294] [DEBUG] [MAG       ] ZETA: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:39.699408] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:39.699730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:39.700232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:35:39.701018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-18T20:35:39.701714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-18T20:35:39.703350] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:39.764895] [DEBUG] [MAG       ] AFYA: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:39.806402] [INFO ] [LOCAL     ] ZETA: Saved forecast.
[2025-12-18T20:35:39.806468] [INFO ] [main      ] ZETA: Signal=1 (Conf=90.0%), Magnitude=-1.13% (Conf=46.0024%)
[2025-12-18T20:35:39.806639] [INFO ] [main      ] Fetching symbol history for CELZ...
[2025-12-18T20:35:39.806683] [DEBUG] [REMOTE    ] CELZ: Fetching historical data.
[2025-12-18T20:35:39.808674] [INFO ] [main      ] Progress: 107/421 forecasts completed (25.4%). ZETA finished in 0.9s. ETA: 53.6s. Rate: 351.42 forecasts/min
[2025-12-18T20:35:39.817089] [DEBUG] [REMOTE    ] CELZ: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:39.817828] [DEBUG] [LOCAL     ] Loaded configuration for CELZ: 6 features, N/A% accuracy
[2025-12-18T20:35:39.817881] [INFO ] [LOCAL     ] CELZ: Loaded 6 optimal features with 68.76% confidence from JSON config
[2025-12-18T20:35:39.817912] [DEBUG] [MAG       ] Building data for symbol: CELZ with lookback: 0
[2025-12-18T20:35:39.818694] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:35:39.819088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:39.823754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:39.825516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:39.825997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:39.826375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-18T20:35:39.829129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-18T20:35:39.829763] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:39.841842] [INFO ] [LOCAL     ] AFYA: Saved forecast.
[2025-12-18T20:35:39.841927] [INFO ] [main      ] AFYA: Signal=1 (Conf=90.0%), Magnitude=3.92% (Conf=44.9433%)
[2025-12-18T20:35:39.842385] [INFO ] [main      ] Fetching symbol history for WCLD...
[2025-12-18T20:35:39.842448] [DEBUG] [REMOTE    ] WCLD: Fetching historical data.
[2025-12-18T20:35:39.842652] [INFO ] [main      ] Progress: 108/421 forecasts completed (25.7%). AFYA finished in 0.6s. ETA: 53.0s. Rate: 354.05 forecasts/min
[2025-12-18T20:35:39.856516] [DEBUG] [REMOTE    ] WCLD: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:39.857703] [DEBUG] [LOCAL     ] Loaded configuration for WCLD: 5 features, N/A% accuracy
[2025-12-18T20:35:39.857763] [INFO ] [LOCAL     ] WCLD: Loaded 5 optimal features with 53.31% confidence from JSON config
[2025-12-18T20:35:39.858123] [DEBUG] [MAG       ] Building data for symbol: WCLD with lookback: 0
[2025-12-18T20:35:39.859196] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:39.859274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:39.864282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:39.864961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:39.866039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:39.868936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-18T20:35:39.953010] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:40.036920] [DEBUG] [MAG       ] SNGX: Last date is validated at 2025-12-18
[2025-12-18T20:35:40.063457] [DEBUG] [MAG       ] WKSP: Last date is validated at 2025-12-18
[2025-12-18T20:35:40.169616] [DEBUG] [MAG       ] CELZ: Last date is validated at 2025-12-18
[2025-12-18T20:35:40.202415] [DEBUG] [MAG       ] SNGX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:40.243222] [DEBUG] [MAG       ] WKSP: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:40.267557] [INFO ] [LOCAL     ] SNGX: Saved forecast.
[2025-12-18T20:35:40.267642] [INFO ] [main      ] SNGX: Signal=1 (Conf=90.0%), Magnitude=0.26% (Conf=43.5711%)
[2025-12-18T20:35:40.268084] [INFO ] [main      ] Progress: 109/421 forecasts completed (25.9%). SNGX finished in 0.6s. ETA: 53.6s. Rate: 349.21 forecasts/min
[2025-12-18T20:35:40.268200] [INFO ] [main      ] Fetching symbol history for TRNS...
[2025-12-18T20:35:40.268242] [DEBUG] [REMOTE    ] TRNS: Fetching historical data.
[2025-12-18T20:35:40.280030] [DEBUG] [REMOTE    ] TRNS: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:40.281114] [DEBUG] [LOCAL     ] Loaded configuration for TRNS: 2 features, N/A% accuracy
[2025-12-18T20:35:40.281166] [INFO ] [LOCAL     ] TRNS: Loaded 2 optimal features with 53.68% confidence from JSON config
[2025-12-18T20:35:40.281197] [DEBUG] [MAG       ] Building data for symbol: TRNS with lookback: 0
[2025-12-18T20:35:40.281982] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:35:40.282041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:40.286796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-18T20:35:40.297014] [DEBUG] [MAG       ] WCLD: Last date is validated at 2025-12-18
[2025-12-18T20:35:40.301070] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:40.319032] [INFO ] [LOCAL     ] WKSP: Saved forecast.
[2025-12-18T20:35:40.319108] [INFO ] [main      ] WKSP: Signal=1 (Conf=90.0%), Magnitude=0.22% (Conf=55.7376%)
[2025-12-18T20:35:40.319564] [INFO ] [main      ] Fetching symbol history for ALGN...
[2025-12-18T20:35:40.319632] [DEBUG] [REMOTE    ] ALGN: Fetching historical data.
[2025-12-18T20:35:40.319654] [INFO ] [main      ] Progress: 110/421 forecasts completed (26.1%). WKSP finished in 0.6s. ETA: 53.1s. Rate: 351.44 forecasts/min
[2025-12-18T20:35:40.331387] [DEBUG] [REMOTE    ] ALGN: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:40.332454] [DEBUG] [LOCAL     ] Loaded configuration for ALGN: 5 features, N/A% accuracy
[2025-12-18T20:35:40.332506] [INFO ] [LOCAL     ] ALGN: Loaded 5 optimal features with 59.55% confidence from JSON config
[2025-12-18T20:35:40.332538] [DEBUG] [MAG       ] Building data for symbol: ALGN with lookback: 0
[2025-12-18T20:35:40.333330] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:40.333389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:40.335057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:40.335564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:40.335991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-18T20:35:40.337003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-18T20:35:40.338289] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:40.342959] [DEBUG] [MAG       ] CELZ: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:40.410949] [INFO ] [LOCAL     ] CELZ: Saved forecast.
[2025-12-18T20:35:40.411017] [INFO ] [main      ] CELZ: Signal=1 (Conf=90.0%), Magnitude=3.89% (Conf=68.7642%)
[2025-12-18T20:35:40.411176] [INFO ] [main      ] Fetching symbol history for SUZ...
[2025-12-18T20:35:40.411229] [DEBUG] [REMOTE    ] SUZ: Fetching historical data.
[2025-12-18T20:35:40.411988] [INFO ] [main      ] Progress: 111/421 forecasts completed (26.4%). CELZ finished in 0.6s. ETA: 52.7s. Rate: 352.90 forecasts/min
[2025-12-18T20:35:40.422199] [DEBUG] [REMOTE    ] SUZ: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:40.423129] [DEBUG] [LOCAL     ] Loaded configuration for SUZ: 2 features, N/A% accuracy
[2025-12-18T20:35:40.423180] [INFO ] [LOCAL     ] SUZ: Loaded 2 optimal features with 61.98% confidence from JSON config
[2025-12-18T20:35:40.423212] [DEBUG] [MAG       ] Building data for symbol: SUZ with lookback: 0
[2025-12-18T20:35:40.424027] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:35:40.424089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:35:40.465334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-18T20:35:40.467117] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:40.467627] [DEBUG] [MAG       ] WCLD: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:40.550310] [INFO ] [LOCAL     ] WCLD: Saved forecast.
[2025-12-18T20:35:40.550397] [INFO ] [main      ] WCLD: Signal=1 (Conf=90.0%), Magnitude=1.57% (Conf=53.3077%)
[2025-12-18T20:35:40.550784] [INFO ] [main      ] Fetching symbol history for AAP...
[2025-12-18T20:35:40.550837] [DEBUG] [REMOTE    ] AAP: Fetching historical data.
[2025-12-18T20:35:40.551653] [INFO ] [main      ] Progress: 112/421 forecasts completed (26.6%). WCLD finished in 0.7s. ETA: 52.5s. Rate: 353.47 forecasts/min
[2025-12-18T20:35:40.562656] [DEBUG] [REMOTE    ] AAP: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:40.563739] [DEBUG] [LOCAL     ] Loaded configuration for AAP: 5 features, N/A% accuracy
[2025-12-18T20:35:40.563803] [INFO ] [LOCAL     ] AAP: Loaded 5 optimal features with 47.83% confidence from JSON config
[2025-12-18T20:35:40.563837] [DEBUG] [MAG       ] Building data for symbol: AAP with lookback: 0
[2025-12-18T20:35:40.564703] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:40.564767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:40.565681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:35:40.566734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-18T20:35:40.617191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-18T20:35:40.621986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-18T20:35:40.623396] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:40.634288] [DEBUG] [MAG       ] TRNS: Last date is validated at 2025-12-18
[2025-12-18T20:35:40.671622] [DEBUG] [MAG       ] ALGN: Last date is validated at 2025-12-18
[2025-12-18T20:35:40.800222] [DEBUG] [MAG       ] TRNS: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:40.801317] [DEBUG] [MAG       ] SUZ: Last date is validated at 2025-12-18
[2025-12-18T20:35:40.838195] [DEBUG] [MAG       ] ALGN: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:40.933257] [INFO ] [LOCAL     ] TRNS: Saved forecast.
[2025-12-18T20:35:40.933322] [INFO ] [main      ] TRNS: Signal=1 (Conf=90.0%), Magnitude=-5.40% (Conf=53.6793%)
[2025-12-18T20:35:40.933724] [INFO ] [main      ] Progress: 113/421 forecasts completed (26.8%). TRNS finished in 0.7s. ETA: 52.9s. Rate: 349.60 forecasts/min
[2025-12-18T20:35:40.933836] [INFO ] [main      ] Fetching symbol history for LHX...
[2025-12-18T20:35:40.933877] [DEBUG] [REMOTE    ] LHX: Fetching historical data.
[2025-12-18T20:35:40.945643] [DEBUG] [REMOTE    ] LHX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:40.946399] [DEBUG] [LOCAL     ] Loaded configuration for LHX: 5 features, N/A% accuracy
[2025-12-18T20:35:40.946448] [INFO ] [LOCAL     ] LHX: Loaded 5 optimal features with 57.96% confidence from JSON config
[2025-12-18T20:35:40.946489] [DEBUG] [MAG       ] Building data for symbol: LHX with lookback: 0
[2025-12-18T20:35:40.947255] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:40.947315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:40.948030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:35:40.948934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-18T20:35:40.949611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-18T20:35:40.950282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-18T20:35:40.951385] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:40.961923] [DEBUG] [MAG       ] AAP: Last date is validated at 2025-12-18
[2025-12-18T20:35:40.968718] [DEBUG] [MAG       ] SUZ: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:40.981019] [INFO ] [LOCAL     ] ALGN: Saved forecast.
[2025-12-18T20:35:40.981095] [INFO ] [main      ] ALGN: Signal=1 (Conf=90.0%), Magnitude=5.44% (Conf=59.5514%)
[2025-12-18T20:35:40.981263] [INFO ] [main      ] Fetching symbol history for AM...
[2025-12-18T20:35:40.981306] [DEBUG] [REMOTE    ] AM: Fetching historical data.
[2025-12-18T20:35:40.981849] [INFO ] [main      ] Progress: 114/421 forecasts completed (27.1%). ALGN finished in 0.7s. ETA: 52.4s. Rate: 351.82 forecasts/min
[2025-12-18T20:35:40.993985] [DEBUG] [REMOTE    ] AM: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:40.995012] [DEBUG] [LOCAL     ] Loaded configuration for AM: 5 features, N/A% accuracy
[2025-12-18T20:35:40.995065] [INFO ] [LOCAL     ] AM: Loaded 5 optimal features with 44.92% confidence from JSON config
[2025-12-18T20:35:40.995098] [DEBUG] [MAG       ] Building data for symbol: AM with lookback: 0
[2025-12-18T20:35:40.995952] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:40.996016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:41.000965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:35:41.002731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-18T20:35:41.004634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-18T20:35:41.005808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:41.007637] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:41.023892] [INFO ] [LOCAL     ] SUZ: Saved forecast.
[2025-12-18T20:35:41.023957] [INFO ] [main      ] SUZ: Signal=1 (Conf=90.0%), Magnitude=7.16% (Conf=61.9798%)
[2025-12-18T20:35:41.024109] [INFO ] [main      ] Fetching symbol history for STBA...
[2025-12-18T20:35:41.024152] [DEBUG] [REMOTE    ] STBA: Fetching historical data.
[2025-12-18T20:35:41.024820] [INFO ] [main      ] Progress: 115/421 forecasts completed (27.3%). SUZ finished in 0.6s. ETA: 51.8s. Rate: 354.12 forecasts/min
[2025-12-18T20:35:41.035500] [DEBUG] [REMOTE    ] STBA: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:41.036472] [DEBUG] [LOCAL     ] Loaded configuration for STBA: 11 features, N/A% accuracy
[2025-12-18T20:35:41.036522] [INFO ] [LOCAL     ] STBA: Loaded 11 optimal features with 63.05% confidence from JSON config
[2025-12-18T20:35:41.036553] [DEBUG] [MAG       ] Building data for symbol: STBA with lookback: 0
[2025-12-18T20:35:41.037361] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-18T20:35:41.037425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:41.042191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:41.043966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:41.044430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:41.044824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:35:41.046388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:35:41.047150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:35:41.048328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-18T20:35:41.048952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-18T20:35:41.050440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-18T20:35:41.052368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-18T20:35:41.053454] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:41.131489] [DEBUG] [MAG       ] AAP: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:41.250386] [INFO ] [LOCAL     ] AAP: Saved forecast.
[2025-12-18T20:35:41.250462] [INFO ] [main      ] AAP: Signal=1 (Conf=90.0%), Magnitude=-4.36% (Conf=47.8253%)
[2025-12-18T20:35:41.250832] [INFO ] [main      ] Fetching symbol history for BSJS...
[2025-12-18T20:35:41.250884] [DEBUG] [REMOTE    ] BSJS: Fetching historical data.
[2025-12-18T20:35:41.251648] [INFO ] [main      ] Progress: 116/421 forecasts completed (27.6%). AAP finished in 0.7s. ETA: 51.8s. Rate: 353.09 forecasts/min
[2025-12-18T20:35:41.261806] [DEBUG] [REMOTE    ] BSJS: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:41.262806] [DEBUG] [LOCAL     ] Loaded configuration for BSJS: 8 features, N/A% accuracy
[2025-12-18T20:35:41.262859] [INFO ] [LOCAL     ] BSJS: Loaded 8 optimal features with 30.56% confidence from JSON config
[2025-12-18T20:35:41.262892] [DEBUG] [MAG       ] Building data for symbol: BSJS with lookback: 0
[2025-12-18T20:35:41.263724] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-18T20:35:41.263787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:41.268797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:41.270661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:41.271183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:41.271694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:41.272099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-18T20:35:41.273280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-18T20:35:41.275358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-18T20:35:41.276982] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:41.284405] [DEBUG] [MAG       ] LHX: Last date is validated at 2025-12-18
[2025-12-18T20:35:41.347971] [DEBUG] [MAG       ] AM: Last date is validated at 2025-12-18
[2025-12-18T20:35:41.389368] [DEBUG] [MAG       ] STBA: Last date is validated at 2025-12-18
[2025-12-18T20:35:41.448591] [DEBUG] [MAG       ] LHX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:41.516359] [DEBUG] [MAG       ] AM: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:41.556011] [INFO ] [LOCAL     ] LHX: Saved forecast.
[2025-12-18T20:35:41.556078] [INFO ] [main      ] LHX: Signal=1 (Conf=90.0%), Magnitude=-0.62% (Conf=57.9642%)
[2025-12-18T20:35:41.556443] [INFO ] [main      ] Fetching symbol history for SRAD...
[2025-12-18T20:35:41.556492] [DEBUG] [REMOTE    ] SRAD: Fetching historical data.
[2025-12-18T20:35:41.557323] [INFO ] [main      ] Progress: 117/421 forecasts completed (27.8%). LHX finished in 0.6s. ETA: 52.0s. Rate: 350.69 forecasts/min
[2025-12-18T20:35:41.562409] [DEBUG] [MAG       ] STBA: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:41.568196] [DEBUG] [REMOTE    ] SRAD: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:41.569169] [DEBUG] [LOCAL     ] Loaded configuration for SRAD: 4 features, N/A% accuracy
[2025-12-18T20:35:41.569220] [INFO ] [LOCAL     ] SRAD: Loaded 4 optimal features with 45.50% confidence from JSON config
[2025-12-18T20:35:41.569260] [DEBUG] [MAG       ] Building data for symbol: SRAD with lookback: 0
[2025-12-18T20:35:41.570041] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:35:41.570101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:41.570963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:35:41.572207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-18T20:35:41.574015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-18T20:35:41.574703] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:41.615235] [DEBUG] [MAG       ] BSJS: Last date is validated at 2025-12-18
[2025-12-18T20:35:41.653219] [INFO ] [LOCAL     ] AM: Saved forecast.
[2025-12-18T20:35:41.653288] [INFO ] [main      ] AM: Signal=1 (Conf=90.0%), Magnitude=0.17% (Conf=44.9206%)
[2025-12-18T20:35:41.653661] [INFO ] [main      ] Fetching symbol history for REVG...
[2025-12-18T20:35:41.653724] [DEBUG] [REMOTE    ] REVG: Fetching historical data.
[2025-12-18T20:35:41.654651] [INFO ] [main      ] Progress: 118/421 forecasts completed (28.0%). AM finished in 0.7s. ETA: 51.7s. Rate: 351.98 forecasts/min
[2025-12-18T20:35:41.658473] [INFO ] [LOCAL     ] STBA: Saved forecast.
[2025-12-18T20:35:41.658540] [INFO ] [main      ] STBA: Signal=1 (Conf=90.0%), Magnitude=2.18% (Conf=63.0494%)
[2025-12-18T20:35:41.658932] [INFO ] [main      ] Fetching symbol history for BIVI...
[2025-12-18T20:35:41.658983] [DEBUG] [REMOTE    ] BIVI: Fetching historical data.
[2025-12-18T20:35:41.659617] [INFO ] [main      ] Progress: 119/421 forecasts completed (28.3%). STBA finished in 0.6s. ETA: 51.1s. Rate: 354.88 forecasts/min
[2025-12-18T20:35:41.665533] [DEBUG] [REMOTE    ] REVG: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:41.666768] [DEBUG] [LOCAL     ] Loaded configuration for REVG: 10 features, N/A% accuracy
[2025-12-18T20:35:41.666819] [INFO ] [LOCAL     ] REVG: Loaded 10 optimal features with 46.16% confidence from JSON config
[2025-12-18T20:35:41.666850] [DEBUG] [MAG       ] Building data for symbol: REVG with lookback: 0
[2025-12-18T20:35:41.667637] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-18T20:35:41.667700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:41.670387] [DEBUG] [REMOTE    ] BIVI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:41.671397] [DEBUG] [LOCAL     ] Loaded configuration for BIVI: 8 features, N/A% accuracy
[2025-12-18T20:35:41.671453] [INFO ] [LOCAL     ] BIVI: Loaded 8 optimal features with 26.61% confidence from JSON config
[2025-12-18T20:35:41.671485] [DEBUG] [MAG       ] Building data for symbol: BIVI with lookback: 0
[2025-12-18T20:35:41.672333] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-18T20:35:41.672396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:41.672407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:41.674204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:41.674708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:41.675157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:41.675555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:41.676316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-18T20:35:41.677265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-18T20:35:41.677702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:41.677963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-18T20:35:41.679118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-18T20:35:41.679716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:41.680223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:41.680687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:41.681082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:35:41.681088] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:41.724015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-18T20:35:41.724982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-18T20:35:41.726153] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:41.781317] [DEBUG] [MAG       ] BSJS: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:41.843444] [INFO ] [LOCAL     ] BSJS: Saved forecast.
[2025-12-18T20:35:41.843521] [INFO ] [main      ] BSJS: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=30.5632%)
[2025-12-18T20:35:41.843918] [INFO ] [main      ] Fetching symbol history for PLTK...
[2025-12-18T20:35:41.843971] [DEBUG] [REMOTE    ] PLTK: Fetching historical data.
[2025-12-18T20:35:41.844646] [INFO ] [main      ] Progress: 120/421 forecasts completed (28.5%). BSJS finished in 0.6s. ETA: 50.9s. Rate: 354.60 forecasts/min
[2025-12-18T20:35:41.854863] [DEBUG] [REMOTE    ] PLTK: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:41.855791] [DEBUG] [LOCAL     ] Loaded configuration for PLTK: 6 features, N/A% accuracy
[2025-12-18T20:35:41.855844] [INFO ] [LOCAL     ] PLTK: Loaded 6 optimal features with 56.65% confidence from JSON config
[2025-12-18T20:35:41.855876] [DEBUG] [MAG       ] Building data for symbol: PLTK with lookback: 0
[2025-12-18T20:35:41.856691] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:35:41.856770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:41.861783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:41.863630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:41.864125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:41.865019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-18T20:35:41.905446] [DEBUG] [MAG       ] SRAD: Last date is validated at 2025-12-18
[2025-12-18T20:35:41.977805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-18T20:35:41.979298] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:42.021799] [DEBUG] [MAG       ] REVG: Last date is validated at 2025-12-18
[2025-12-18T20:35:42.068194] [DEBUG] [MAG       ] SRAD: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:42.109244] [DEBUG] [MAG       ] BIVI: Last date is validated at 2025-12-18
[2025-12-18T20:35:42.141260] [INFO ] [LOCAL     ] SRAD: Saved forecast.
[2025-12-18T20:35:42.141326] [INFO ] [main      ] SRAD: Signal=1 (Conf=90.0%), Magnitude=0.90% (Conf=45.4979%)
[2025-12-18T20:35:42.141701] [INFO ] [main      ] Progress: 121/421 forecasts completed (28.7%). SRAD finished in 0.6s. ETA: 51.1s. Rate: 352.40 forecasts/min
[2025-12-18T20:35:42.141824] [INFO ] [main      ] Fetching symbol history for IRTC...
[2025-12-18T20:35:42.141865] [DEBUG] [REMOTE    ] IRTC: Fetching historical data.
[2025-12-18T20:35:42.153259] [DEBUG] [REMOTE    ] IRTC: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:42.154088] [DEBUG] [LOCAL     ] Loaded configuration for IRTC: 3 features, N/A% accuracy
[2025-12-18T20:35:42.154138] [INFO ] [LOCAL     ] IRTC: Loaded 3 optimal features with 46.90% confidence from JSON config
[2025-12-18T20:35:42.154168] [DEBUG] [MAG       ] Building data for symbol: IRTC with lookback: 0
[2025-12-18T20:35:42.154940] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:35:42.154999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:42.155853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:35:42.157518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-18T20:35:42.159486] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:42.190528] [DEBUG] [MAG       ] REVG: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:42.285172] [DEBUG] [MAG       ] BIVI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:42.291652] [INFO ] [LOCAL     ] REVG: Saved forecast.
[2025-12-18T20:35:42.291721] [INFO ] [main      ] REVG: Signal=1 (Conf=90.0%), Magnitude=1.02% (Conf=46.1566%)
[2025-12-18T20:35:42.292069] [INFO ] [main      ] Fetching symbol history for CHCI...
[2025-12-18T20:35:42.292120] [DEBUG] [REMOTE    ] CHCI: Fetching historical data.
[2025-12-18T20:35:42.293643] [INFO ] [main      ] Progress: 122/421 forecasts completed (29.0%). REVG finished in 0.6s. ETA: 50.9s. Rate: 352.71 forecasts/min
[2025-12-18T20:35:42.304039] [DEBUG] [REMOTE    ] CHCI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:42.305941] [DEBUG] [LOCAL     ] Loaded configuration for CHCI: 8 features, N/A% accuracy
[2025-12-18T20:35:42.305994] [INFO ] [LOCAL     ] CHCI: Loaded 8 optimal features with 49.65% confidence from JSON config
[2025-12-18T20:35:42.306025] [DEBUG] [MAG       ] Building data for symbol: CHCI with lookback: 0
[2025-12-18T20:35:42.306825] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-18T20:35:42.306888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:42.311701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:42.313444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:42.313966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:42.317023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:42.317936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:42.320502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:35:42.321793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-18T20:35:42.322520] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:42.322611] [DEBUG] [MAG       ] PLTK: Last date is validated at 2025-12-18
[2025-12-18T20:35:42.452674] [INFO ] [LOCAL     ] BIVI: Saved forecast.
[2025-12-18T20:35:42.452745] [INFO ] [main      ] BIVI: Signal=1 (Conf=90.0%), Magnitude=-32.62% (Conf=26.6091%)
[2025-12-18T20:35:42.452913] [INFO ] [main      ] Fetching symbol history for PRTA...
[2025-12-18T20:35:42.452957] [DEBUG] [REMOTE    ] PRTA: Fetching historical data.
[2025-12-18T20:35:42.454636] [INFO ] [main      ] Progress: 123/421 forecasts completed (29.2%). BIVI finished in 0.8s. ETA: 50.7s. Rate: 352.86 forecasts/min
[2025-12-18T20:35:42.463962] [DEBUG] [REMOTE    ] PRTA: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:42.464955] [DEBUG] [LOCAL     ] Loaded configuration for PRTA: 5 features, N/A% accuracy
[2025-12-18T20:35:42.465008] [INFO ] [LOCAL     ] PRTA: Loaded 5 optimal features with 58.13% confidence from JSON config
[2025-12-18T20:35:42.465041] [DEBUG] [MAG       ] Building data for symbol: PRTA with lookback: 0
[2025-12-18T20:35:42.465870] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:42.465933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:42.471054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:42.471930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-18T20:35:42.493085] [DEBUG] [MAG       ] IRTC: Last date is validated at 2025-12-18
[2025-12-18T20:35:42.493057] [DEBUG] [MAG       ] PLTK: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:42.554894] [INFO ] [LOCAL     ] PLTK: Saved forecast.
[2025-12-18T20:35:42.554960] [INFO ] [main      ] PLTK: Signal=1 (Conf=90.0%), Magnitude=1.19% (Conf=56.6456%)
[2025-12-18T20:35:42.555331] [INFO ] [main      ] Fetching symbol history for DCTH...
[2025-12-18T20:35:42.555381] [DEBUG] [REMOTE    ] DCTH: Fetching historical data.
[2025-12-18T20:35:42.555630] [INFO ] [main      ] Progress: 124/421 forecasts completed (29.5%). PLTK finished in 0.7s. ETA: 50.3s. Rate: 354.02 forecasts/min
[2025-12-18T20:35:42.567327] [DEBUG] [REMOTE    ] DCTH: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:42.568360] [DEBUG] [LOCAL     ] Loaded configuration for DCTH: 3 features, N/A% accuracy
[2025-12-18T20:35:42.568410] [INFO ] [LOCAL     ] DCTH: Loaded 3 optimal features with 46.56% confidence from JSON config
[2025-12-18T20:35:42.568440] [DEBUG] [MAG       ] Building data for symbol: DCTH with lookback: 0
[2025-12-18T20:35:42.569448] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:35:42.569508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:42.575061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:42.576018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-18T20:35:42.578054] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:42.591947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-18T20:35:42.592986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-18T20:35:42.594367] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:42.658029] [DEBUG] [MAG       ] IRTC: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:42.676172] [DEBUG] [MAG       ] CHCI: Last date is validated at 2025-12-18
[2025-12-18T20:35:42.774806] [INFO ] [LOCAL     ] IRTC: Saved forecast.
[2025-12-18T20:35:42.774875] [INFO ] [main      ] IRTC: Signal=1 (Conf=90.0%), Magnitude=-3.29% (Conf=46.9018%)
[2025-12-18T20:35:42.775261] [INFO ] [main      ] Progress: 125/421 forecasts completed (29.7%). IRTC finished in 0.6s. ETA: 50.3s. Rate: 353.18 forecasts/min
[2025-12-18T20:35:42.775387] [INFO ] [main      ] Fetching symbol history for PFG...
[2025-12-18T20:35:42.775428] [DEBUG] [REMOTE    ] PFG: Fetching historical data.
[2025-12-18T20:35:42.787459] [DEBUG] [REMOTE    ] PFG: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:42.788374] [DEBUG] [LOCAL     ] Loaded configuration for PFG: 3 features, N/A% accuracy
[2025-12-18T20:35:42.788423] [INFO ] [LOCAL     ] PFG: Loaded 3 optimal features with 57.63% confidence from JSON config
[2025-12-18T20:35:42.788453] [DEBUG] [MAG       ] Building data for symbol: PFG with lookback: 0
[2025-12-18T20:35:42.789243] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:35:42.789302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:42.794237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:42.796015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:42.796509] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:42.844558] [DEBUG] [MAG       ] CHCI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:42.911515] [DEBUG] [MAG       ] DCTH: Last date is validated at 2025-12-18
[2025-12-18T20:35:42.921110] [INFO ] [LOCAL     ] CHCI: Saved forecast.
[2025-12-18T20:35:42.921179] [INFO ] [main      ] CHCI: Signal=1 (Conf=90.0%), Magnitude=-0.95% (Conf=49.6462%)
[2025-12-18T20:35:42.921669] [INFO ] [main      ] Fetching symbol history for AMBP...
[2025-12-18T20:35:42.921724] [DEBUG] [REMOTE    ] AMBP: Fetching historical data.
[2025-12-18T20:35:42.922643] [INFO ] [main      ] Progress: 126/421 forecasts completed (29.9%). CHCI finished in 0.6s. ETA: 50.1s. Rate: 353.56 forecasts/min
[2025-12-18T20:35:42.930533] [DEBUG] [MAG       ] PRTA: Last date is validated at 2025-12-18
[2025-12-18T20:35:42.933513] [DEBUG] [REMOTE    ] AMBP: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:42.934519] [DEBUG] [LOCAL     ] Loaded configuration for AMBP: 5 features, N/A% accuracy
[2025-12-18T20:35:42.934595] [INFO ] [LOCAL     ] AMBP: Loaded 5 optimal features with 53.11% confidence from JSON config
[2025-12-18T20:35:42.934630] [DEBUG] [MAG       ] Building data for symbol: AMBP with lookback: 0
[2025-12-18T20:35:42.935423] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:42.935498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:42.937265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:42.937829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:42.938784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:35:42.939813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-18T20:35:42.940846] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:43.078082] [DEBUG] [MAG       ] DCTH: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:43.095508] [DEBUG] [MAG       ] PRTA: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:43.126300] [DEBUG] [MAG       ] PFG: Last date is validated at 2025-12-18
[2025-12-18T20:35:43.147482] [INFO ] [LOCAL     ] DCTH: Saved forecast.
[2025-12-18T20:35:43.147555] [INFO ] [main      ] DCTH: Signal=1 (Conf=90.0%), Magnitude=1.71% (Conf=46.5563%)
[2025-12-18T20:35:43.148042] [INFO ] [main      ] Fetching symbol history for CDE...
[2025-12-18T20:35:43.148093] [DEBUG] [REMOTE    ] CDE: Fetching historical data.
[2025-12-18T20:35:43.148641] [INFO ] [main      ] Progress: 127/421 forecasts completed (30.2%). DCTH finished in 0.6s. ETA: 50.0s. Rate: 352.64 forecasts/min
[2025-12-18T20:35:43.159152] [DEBUG] [REMOTE    ] CDE: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:43.160166] [DEBUG] [LOCAL     ] Loaded configuration for CDE: 6 features, N/A% accuracy
[2025-12-18T20:35:43.160217] [INFO ] [LOCAL     ] CDE: Loaded 6 optimal features with 48.50% confidence from JSON config
[2025-12-18T20:35:43.160248] [DEBUG] [MAG       ] Building data for symbol: CDE with lookback: 0
[2025-12-18T20:35:43.161048] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:35:43.161110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:43.165862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:43.167645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:43.168138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:43.168593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:43.169351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-18T20:35:43.169757] [INFO ] [LOCAL     ] PRTA: Saved forecast.
[2025-12-18T20:35:43.169832] [INFO ] [main      ] PRTA: Signal=1 (Conf=90.0%), Magnitude=2.75% (Conf=58.1264%)
[2025-12-18T20:35:43.169993] [INFO ] [main      ] Fetching symbol history for TRIN...
[2025-12-18T20:35:43.170035] [DEBUG] [REMOTE    ] TRIN: Fetching historical data.
[2025-12-18T20:35:43.170888] [INFO ] [main      ] Progress: 128/421 forecasts completed (30.4%). PRTA finished in 0.7s. ETA: 49.5s. Rate: 355.05 forecasts/min
[2025-12-18T20:35:43.171151] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:43.184218] [DEBUG] [REMOTE    ] TRIN: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:43.186728] [DEBUG] [LOCAL     ] Loaded configuration for TRIN: 4 features, N/A% accuracy
[2025-12-18T20:35:43.186804] [INFO ] [LOCAL     ] TRIN: Loaded 4 optimal features with 63.16% confidence from JSON config
[2025-12-18T20:35:43.186859] [DEBUG] [MAG       ] Building data for symbol: TRIN with lookback: 0
[2025-12-18T20:35:43.188069] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:35:43.188178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:43.190784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:43.191520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:43.192090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-18T20:35:43.259367] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:43.278544] [DEBUG] [MAG       ] AMBP: Last date is validated at 2025-12-18
[2025-12-18T20:35:43.292058] [DEBUG] [MAG       ] PFG: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:43.390353] [INFO ] [LOCAL     ] PFG: Saved forecast.
[2025-12-18T20:35:43.390420] [INFO ] [main      ] PFG: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=57.6295%)
[2025-12-18T20:35:43.390782] [INFO ] [main      ] Fetching symbol history for STLD...
[2025-12-18T20:35:43.390832] [DEBUG] [REMOTE    ] STLD: Fetching historical data.
[2025-12-18T20:35:43.391670] [INFO ] [main      ] Progress: 129/421 forecasts completed (30.6%). PFG finished in 0.6s. ETA: 49.5s. Rate: 354.20 forecasts/min
[2025-12-18T20:35:43.402635] [DEBUG] [REMOTE    ] STLD: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:43.403471] [DEBUG] [LOCAL     ] Loaded configuration for STLD: 9 features, N/A% accuracy
[2025-12-18T20:35:43.403520] [INFO ] [LOCAL     ] STLD: Loaded 9 optimal features with 60.12% confidence from JSON config
[2025-12-18T20:35:43.403550] [DEBUG] [MAG       ] Building data for symbol: STLD with lookback: 0
[2025-12-18T20:35:43.404330] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-18T20:35:43.404393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:43.409135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:43.410888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:43.411365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:43.411778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:43.412495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:35:43.445712] [DEBUG] [MAG       ] AMBP: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:43.450560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-18T20:35:43.452557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-18T20:35:43.456716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-18T20:35:43.457765] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:43.504514] [INFO ] [LOCAL     ] AMBP: Saved forecast.
[2025-12-18T20:35:43.504599] [INFO ] [main      ] AMBP: Signal=1 (Conf=90.0%), Magnitude=1.44% (Conf=53.1095%)
[2025-12-18T20:35:43.505082] [INFO ] [main      ] Fetching symbol history for ALZN...
[2025-12-18T20:35:43.505136] [DEBUG] [REMOTE    ] ALZN: Fetching historical data.
[2025-12-18T20:35:43.505090] [INFO ] [main      ] Progress: 130/421 forecasts completed (30.9%). AMBP finished in 0.6s. ETA: 49.2s. Rate: 355.11 forecasts/min
[2025-12-18T20:35:43.518192] [DEBUG] [REMOTE    ] ALZN: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:43.519168] [DEBUG] [LOCAL     ] Loaded configuration for ALZN: 7 features, N/A% accuracy
[2025-12-18T20:35:43.519221] [INFO ] [LOCAL     ] ALZN: Loaded 7 optimal features with 67.64% confidence from JSON config
[2025-12-18T20:35:43.519252] [DEBUG] [MAG       ] Building data for symbol: ALZN with lookback: 0
[2025-12-18T20:35:43.520048] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-18T20:35:43.520127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:43.521856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:43.522378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:43.522805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-18T20:35:43.535818] [DEBUG] [MAG       ] CDE: Last date is validated at 2025-12-18
[2025-12-18T20:35:43.602342] [DEBUG] [MAG       ] TRIN: Last date is validated at 2025-12-18
[2025-12-18T20:35:43.642393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:35:43.683157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:35:43.684312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-18T20:35:43.684973] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:43.706361] [DEBUG] [MAG       ] CDE: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:43.770818] [DEBUG] [MAG       ] TRIN: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:43.783227] [INFO ] [LOCAL     ] CDE: Saved forecast.
[2025-12-18T20:35:43.783305] [INFO ] [main      ] CDE: Signal=1 (Conf=90.0%), Magnitude=1.14% (Conf=48.4988%)
[2025-12-18T20:35:43.783693] [INFO ] [main      ] Progress: 131/421 forecasts completed (31.1%). CDE finished in 0.6s. ETA: 49.2s. Rate: 353.36 forecasts/min
[2025-12-18T20:35:43.783816] [INFO ] [main      ] Fetching symbol history for PNFP...
[2025-12-18T20:35:43.783859] [DEBUG] [REMOTE    ] PNFP: Fetching historical data.
[2025-12-18T20:35:43.794977] [DEBUG] [REMOTE    ] PNFP: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:43.795527] [DEBUG] [MAG       ] STLD: Last date is validated at 2025-12-18
[2025-12-18T20:35:43.795907] [DEBUG] [LOCAL     ] Loaded configuration for PNFP: 4 features, N/A% accuracy
[2025-12-18T20:35:43.795966] [INFO ] [LOCAL     ] PNFP: Loaded 4 optimal features with 53.75% confidence from JSON config
[2025-12-18T20:35:43.795998] [DEBUG] [MAG       ] Building data for symbol: PNFP with lookback: 0
[2025-12-18T20:35:43.797005] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:35:43.797098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:43.802420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:43.805074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:35:43.806349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-18T20:35:43.807439] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:43.834141] [INFO ] [LOCAL     ] TRIN: Saved forecast.
[2025-12-18T20:35:43.834230] [INFO ] [main      ] TRIN: Signal=1 (Conf=90.0%), Magnitude=1.17% (Conf=63.1627%)
[2025-12-18T20:35:43.834620] [INFO ] [main      ] Fetching symbol history for AIPI...
[2025-12-18T20:35:43.834674] [DEBUG] [REMOTE    ] AIPI: Fetching historical data.
[2025-12-18T20:35:43.834623] [INFO ] [main      ] Progress: 132/421 forecasts completed (31.4%). TRIN finished in 0.7s. ETA: 48.8s. Rate: 355.24 forecasts/min
[2025-12-18T20:35:43.845907] [DEBUG] [REMOTE    ] AIPI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:43.847017] [DEBUG] [LOCAL     ] Loaded configuration for AIPI: 1 features, N/A% accuracy
[2025-12-18T20:35:43.847073] [INFO ] [LOCAL     ] AIPI: Loaded 1 optimal features with 55.59% confidence from JSON config
[2025-12-18T20:35:43.847104] [DEBUG] [MAG       ] Building data for symbol: AIPI with lookback: 0
[2025-12-18T20:35:43.847915] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-18T20:35:43.847972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:43.848690] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:43.966628] [DEBUG] [MAG       ] STLD: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:44.027006] [DEBUG] [MAG       ] ALZN: Last date is validated at 2025-12-18
[2025-12-18T20:35:44.090422] [INFO ] [LOCAL     ] STLD: Saved forecast.
[2025-12-18T20:35:44.090491] [INFO ] [main      ] STLD: Signal=1 (Conf=90.0%), Magnitude=2.14% (Conf=60.1177%)
[2025-12-18T20:35:44.090697] [INFO ] [main      ] Fetching symbol history for SNTI...
[2025-12-18T20:35:44.090744] [DEBUG] [REMOTE    ] SNTI: Fetching historical data.
[2025-12-18T20:35:44.092646] [INFO ] [main      ] Progress: 133/421 forecasts completed (31.6%). STLD finished in 0.7s. ETA: 48.8s. Rate: 353.84 forecasts/min
[2025-12-18T20:35:44.102161] [DEBUG] [REMOTE    ] SNTI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:44.103078] [DEBUG] [LOCAL     ] Loaded configuration for SNTI: 4 features, N/A% accuracy
[2025-12-18T20:35:44.103127] [INFO ] [LOCAL     ] SNTI: Loaded 4 optimal features with 40.86% confidence from JSON config
[2025-12-18T20:35:44.103158] [DEBUG] [MAG       ] Building data for symbol: SNTI with lookback: 0
[2025-12-18T20:35:44.103957] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:35:44.104027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:44.105780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:44.106307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:44.106727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:35:44.108388] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:44.154425] [DEBUG] [MAG       ] PNFP: Last date is validated at 2025-12-18
[2025-12-18T20:35:44.186697] [DEBUG] [MAG       ] AIPI: Last date is validated at 2025-12-18
[2025-12-18T20:35:44.197630] [DEBUG] [MAG       ] ALZN: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:44.268019] [INFO ] [LOCAL     ] ALZN: Saved forecast.
[2025-12-18T20:35:44.268086] [INFO ] [main      ] ALZN: Signal=1 (Conf=90.0%), Magnitude=-3.38% (Conf=67.6387%)
[2025-12-18T20:35:44.268422] [INFO ] [main      ] Fetching symbol history for OHI...
[2025-12-18T20:35:44.268472] [DEBUG] [REMOTE    ] OHI: Fetching historical data.
[2025-12-18T20:35:44.268657] [INFO ] [main      ] Progress: 134/421 forecasts completed (31.8%). ALZN finished in 0.8s. ETA: 48.7s. Rate: 353.74 forecasts/min
[2025-12-18T20:35:44.280015] [DEBUG] [REMOTE    ] OHI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:44.280901] [DEBUG] [LOCAL     ] Loaded configuration for OHI: 6 features, N/A% accuracy
[2025-12-18T20:35:44.280954] [INFO ] [LOCAL     ] OHI: Loaded 6 optimal features with 57.69% confidence from JSON config
[2025-12-18T20:35:44.280987] [DEBUG] [MAG       ] Building data for symbol: OHI with lookback: 0
[2025-12-18T20:35:44.281803] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:35:44.281864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:44.287007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:44.288931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:44.290353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:44.290883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:35:44.326662] [DEBUG] [MAG       ] PNFP: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:44.328042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:35:44.328881] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:44.356504] [DEBUG] [MAG       ] AIPI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:44.424467] [INFO ] [LOCAL     ] AIPI: Saved forecast.
[2025-12-18T20:35:44.424535] [INFO ] [main      ] AIPI: Signal=1 (Conf=90.0%), Magnitude=0.73% (Conf=55.5928%)
[2025-12-18T20:35:44.424708] [INFO ] [main      ] Fetching symbol history for BNS...
[2025-12-18T20:35:44.424752] [DEBUG] [REMOTE    ] BNS: Fetching historical data.
[2025-12-18T20:35:44.425968] [INFO ] [main      ] Progress: 135/421 forecasts completed (32.1%). AIPI finished in 0.6s. ETA: 48.5s. Rate: 353.93 forecasts/min
[2025-12-18T20:35:44.435747] [DEBUG] [REMOTE    ] BNS: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:44.436790] [DEBUG] [LOCAL     ] Loaded configuration for BNS: 2 features, N/A% accuracy
[2025-12-18T20:35:44.436868] [INFO ] [LOCAL     ] BNS: Loaded 2 optimal features with 61.96% confidence from JSON config
[2025-12-18T20:35:44.436904] [DEBUG] [MAG       ] Building data for symbol: BNS with lookback: 0
[2025-12-18T20:35:44.437733] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:35:44.437795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:44.440565] [DEBUG] [MAG       ] SNTI: Last date is validated at 2025-12-18
[2025-12-18T20:35:44.442729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:44.445032] [INFO ] [LOCAL     ] PNFP: Saved forecast.
[2025-12-18T20:35:44.445093] [INFO ] [main      ] PNFP: Signal=1 (Conf=90.0%), Magnitude=2.68% (Conf=53.7544%)
[2025-12-18T20:35:44.445288] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:44.445467] [INFO ] [main      ] Progress: 136/421 forecasts completed (32.3%). PNFP finished in 0.7s. ETA: 48.0s. Rate: 356.25 forecasts/min
[2025-12-18T20:35:44.445610] [INFO ] [main      ] Fetching symbol history for REYN...
[2025-12-18T20:35:44.445656] [DEBUG] [REMOTE    ] REYN: Fetching historical data.
[2025-12-18T20:35:44.457244] [DEBUG] [REMOTE    ] REYN: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:44.458201] [DEBUG] [LOCAL     ] Loaded configuration for REYN: 5 features, N/A% accuracy
[2025-12-18T20:35:44.458255] [INFO ] [LOCAL     ] REYN: Loaded 5 optimal features with 56.03% confidence from JSON config
[2025-12-18T20:35:44.458286] [DEBUG] [MAG       ] Building data for symbol: REYN with lookback: 0
[2025-12-18T20:35:44.459208] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:44.459274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:44.464426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:44.466407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:44.466992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:44.467410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-18T20:35:44.470121] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:44.606025] [DEBUG] [MAG       ] SNTI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:44.666518] [DEBUG] [MAG       ] OHI: Last date is validated at 2025-12-18
[2025-12-18T20:35:44.691029] [INFO ] [LOCAL     ] SNTI: Saved forecast.
[2025-12-18T20:35:44.691096] [INFO ] [main      ] SNTI: Signal=1 (Conf=90.0%), Magnitude=-5.89% (Conf=40.8632%)
[2025-12-18T20:35:44.691253] [INFO ] [main      ] Fetching symbol history for OCSL...
[2025-12-18T20:35:44.691296] [DEBUG] [REMOTE    ] OCSL: Fetching historical data.
[2025-12-18T20:35:44.691953] [INFO ] [main      ] Progress: 137/421 forecasts completed (32.5%). SNTI finished in 0.6s. ETA: 48.0s. Rate: 355.04 forecasts/min
[2025-12-18T20:35:44.703195] [DEBUG] [REMOTE    ] OCSL: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:44.704177] [DEBUG] [LOCAL     ] Loaded configuration for OCSL: 5 features, N/A% accuracy
[2025-12-18T20:35:44.704228] [INFO ] [LOCAL     ] OCSL: Loaded 5 optimal features with 59.82% confidence from JSON config
[2025-12-18T20:35:44.704260] [DEBUG] [MAG       ] Building data for symbol: OCSL with lookback: 0
[2025-12-18T20:35:44.705040] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:44.705101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:44.709902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:44.712318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:35:44.713944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-18T20:35:44.764174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:35:44.765436] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:44.793402] [DEBUG] [MAG       ] BNS: Last date is validated at 2025-12-18
[2025-12-18T20:35:44.814139] [DEBUG] [MAG       ] REYN: Last date is validated at 2025-12-18
[2025-12-18T20:35:44.835137] [DEBUG] [MAG       ] OHI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:44.911663] [INFO ] [LOCAL     ] OHI: Saved forecast.
[2025-12-18T20:35:44.911734] [INFO ] [main      ] OHI: Signal=1 (Conf=90.0%), Magnitude=-1.64% (Conf=57.6911%)
[2025-12-18T20:35:44.911892] [INFO ] [main      ] Fetching symbol history for OXM...
[2025-12-18T20:35:44.911935] [DEBUG] [REMOTE    ] OXM: Fetching historical data.
[2025-12-18T20:35:44.912148] [INFO ] [main      ] Progress: 138/421 forecasts completed (32.8%). OHI finished in 0.6s. ETA: 47.9s. Rate: 354.27 forecasts/min
[2025-12-18T20:35:44.923235] [DEBUG] [REMOTE    ] OXM: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:44.924101] [DEBUG] [LOCAL     ] Loaded configuration for OXM: 4 features, N/A% accuracy
[2025-12-18T20:35:44.924153] [INFO ] [LOCAL     ] OXM: Loaded 4 optimal features with 49.10% confidence from JSON config
[2025-12-18T20:35:44.924184] [DEBUG] [MAG       ] Building data for symbol: OXM with lookback: 0
[2025-12-18T20:35:44.924986] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:35:44.925045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:44.929801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:35:44.930627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-18T20:35:44.931319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-18T20:35:44.932413] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:44.964448] [DEBUG] [MAG       ] BNS: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:44.986642] [DEBUG] [MAG       ] REYN: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:45.043545] [INFO ] [LOCAL     ] BNS: Saved forecast.
[2025-12-18T20:35:45.043632] [INFO ] [main      ] BNS: Signal=1 (Conf=90.0%), Magnitude=-0.39% (Conf=61.9645%)
[2025-12-18T20:35:45.044004] [INFO ] [main      ] Fetching symbol history for MBC...
[2025-12-18T20:35:45.044057] [DEBUG] [REMOTE    ] MBC: Fetching historical data.
[2025-12-18T20:35:45.044054] [INFO ] [main      ] Progress: 139/421 forecasts completed (33.0%). BNS finished in 0.6s. ETA: 47.7s. Rate: 354.83 forecasts/min
[2025-12-18T20:35:45.055382] [DEBUG] [REMOTE    ] MBC: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:45.056556] [DEBUG] [LOCAL     ] Loaded configuration for MBC: 2 features, N/A% accuracy
[2025-12-18T20:35:45.056634] [INFO ] [LOCAL     ] MBC: Loaded 2 optimal features with 59.38% confidence from JSON config
[2025-12-18T20:35:45.056667] [DEBUG] [MAG       ] Building data for symbol: MBC with lookback: 0
[2025-12-18T20:35:45.057458] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:35:45.057517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:45.058252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-18T20:35:45.060784] [INFO ] [LOCAL     ] REYN: Saved forecast.
[2025-12-18T20:35:45.060861] [INFO ] [main      ] REYN: Signal=1 (Conf=90.0%), Magnitude=1.06% (Conf=56.029%)
[2025-12-18T20:35:45.061230] [INFO ] [main      ] Progress: 140/421 forecasts completed (33.3%). REYN finished in 0.6s. ETA: 47.2s. Rate: 357.12 forecasts/min
[2025-12-18T20:35:45.061420] [INFO ] [main      ] Fetching symbol history for IMMX...
[2025-12-18T20:35:45.061465] [DEBUG] [REMOTE    ] IMMX: Fetching historical data.
[2025-12-18T20:35:45.063975] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:45.072860] [DEBUG] [REMOTE    ] IMMX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:45.073825] [DEBUG] [LOCAL     ] Loaded configuration for IMMX: 4 features, N/A% accuracy
[2025-12-18T20:35:45.073878] [INFO ] [LOCAL     ] IMMX: Loaded 4 optimal features with 45.64% confidence from JSON config
[2025-12-18T20:35:45.073908] [DEBUG] [MAG       ] Building data for symbol: IMMX with lookback: 0
[2025-12-18T20:35:45.074838] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:35:45.074901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:45.080022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:45.081958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:45.082462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:45.082897] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:45.096479] [DEBUG] [MAG       ] OCSL: Last date is validated at 2025-12-18
[2025-12-18T20:35:45.265224] [DEBUG] [MAG       ] OCSL: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:45.283895] [DEBUG] [MAG       ] OXM: Last date is validated at 2025-12-18
[2025-12-18T20:35:45.329912] [INFO ] [LOCAL     ] OCSL: Saved forecast.
[2025-12-18T20:35:45.329985] [INFO ] [main      ] OCSL: Signal=1 (Conf=90.0%), Magnitude=-1.31% (Conf=59.8228%)
[2025-12-18T20:35:45.330452] [INFO ] [main      ] Fetching symbol history for PD...
[2025-12-18T20:35:45.330505] [DEBUG] [REMOTE    ] PD: Fetching historical data.
[2025-12-18T20:35:45.330660] [INFO ] [main      ] Progress: 141/421 forecasts completed (33.5%). OCSL finished in 0.6s. ETA: 47.2s. Rate: 355.60 forecasts/min
[2025-12-18T20:35:45.342635] [DEBUG] [REMOTE    ] PD: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:45.343458] [DEBUG] [LOCAL     ] Loaded configuration for PD: 4 features, N/A% accuracy
[2025-12-18T20:35:45.343508] [INFO ] [LOCAL     ] PD: Loaded 4 optimal features with 47.28% confidence from JSON config
[2025-12-18T20:35:45.343538] [DEBUG] [MAG       ] Building data for symbol: PD with lookback: 0
[2025-12-18T20:35:45.344301] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:35:45.344362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:45.349119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:45.349924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-18T20:35:45.351112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-18T20:35:45.351745] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:45.408423] [DEBUG] [MAG       ] MBC: Last date is validated at 2025-12-18
[2025-12-18T20:35:45.427212] [DEBUG] [MAG       ] IMMX: Last date is validated at 2025-12-18
[2025-12-18T20:35:45.455844] [DEBUG] [MAG       ] OXM: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:45.565676] [INFO ] [LOCAL     ] OXM: Saved forecast.
[2025-12-18T20:35:45.566231] [INFO ] [main      ] OXM: Signal=1 (Conf=90.0%), Magnitude=3.91% (Conf=49.0998%)
[2025-12-18T20:35:45.566657] [INFO ] [main      ] Fetching symbol history for PDI...
[2025-12-18T20:35:45.566709] [DEBUG] [REMOTE    ] PDI: Fetching historical data.
[2025-12-18T20:35:45.567681] [INFO ] [main      ] Progress: 142/421 forecasts completed (33.7%). OXM finished in 0.7s. ETA: 47.2s. Rate: 354.59 forecasts/min
[2025-12-18T20:35:45.579552] [DEBUG] [MAG       ] MBC: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:45.583356] [DEBUG] [REMOTE    ] PDI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:45.584557] [DEBUG] [LOCAL     ] Loaded configuration for PDI: 2 features, N/A% accuracy
[2025-12-18T20:35:45.584650] [INFO ] [LOCAL     ] PDI: Loaded 2 optimal features with 46.17% confidence from JSON config
[2025-12-18T20:35:45.584683] [DEBUG] [MAG       ] Building data for symbol: PDI with lookback: 0
[2025-12-18T20:35:45.585556] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:35:45.585649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:45.590776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:35:45.592085] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:45.608160] [DEBUG] [MAG       ] IMMX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:45.655731] [INFO ] [LOCAL     ] MBC: Saved forecast.
[2025-12-18T20:35:45.655801] [INFO ] [main      ] MBC: Signal=1 (Conf=90.0%), Magnitude=-1.62% (Conf=59.3782%)
[2025-12-18T20:35:45.656184] [INFO ] [main      ] Fetching symbol history for JHX...
[2025-12-18T20:35:45.656235] [DEBUG] [REMOTE    ] JHX: Fetching historical data.
[2025-12-18T20:35:45.656201] [INFO ] [main      ] Progress: 143/421 forecasts completed (34.0%). MBC finished in 0.6s. ETA: 46.9s. Rate: 355.78 forecasts/min
[2025-12-18T20:35:45.668884] [DEBUG] [REMOTE    ] JHX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:45.670959] [DEBUG] [LOCAL     ] Loaded configuration for JHX: 2 features, N/A% accuracy
[2025-12-18T20:35:45.671021] [INFO ] [LOCAL     ] JHX: Loaded 2 optimal features with 49.40% confidence from JSON config
[2025-12-18T20:35:45.671052] [DEBUG] [MAG       ] Building data for symbol: JHX with lookback: 0
[2025-12-18T20:35:45.671965] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:35:45.672050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:45.673070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:35:45.674114] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:45.678394] [INFO ] [LOCAL     ] IMMX: Saved forecast.
[2025-12-18T20:35:45.678490] [INFO ] [main      ] IMMX: Signal=1 (Conf=90.0%), Magnitude=-10.33% (Conf=45.6358%)
[2025-12-18T20:35:45.678946] [INFO ] [main      ] Progress: 144/421 forecasts completed (34.2%). IMMX finished in 0.6s. ETA: 46.4s. Rate: 357.93 forecasts/min
[2025-12-18T20:35:45.679136] [INFO ] [main      ] Fetching symbol history for PNQI...
[2025-12-18T20:35:45.679187] [DEBUG] [REMOTE    ] PNQI: Fetching historical data.
[2025-12-18T20:35:45.689191] [DEBUG] [MAG       ] PD: Last date is validated at 2025-12-18
[2025-12-18T20:35:45.691555] [DEBUG] [REMOTE    ] PNQI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:45.692536] [DEBUG] [LOCAL     ] Loaded configuration for PNQI: 5 features, N/A% accuracy
[2025-12-18T20:35:45.692609] [INFO ] [LOCAL     ] PNQI: Loaded 5 optimal features with 51.28% confidence from JSON config
[2025-12-18T20:35:45.692644] [DEBUG] [MAG       ] Building data for symbol: PNQI with lookback: 0
[2025-12-18T20:35:45.694108] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:45.694186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:45.700232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:45.701319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-18T20:35:45.706046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-18T20:35:45.707458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-18T20:35:45.708706] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:45.903462] [DEBUG] [MAG       ] PD: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:45.998521] [DEBUG] [MAG       ] PDI: Last date is validated at 2025-12-18
[2025-12-18T20:35:46.007050] [INFO ] [LOCAL     ] PD: Saved forecast.
[2025-12-18T20:35:46.007134] [INFO ] [main      ] PD: Signal=1 (Conf=90.0%), Magnitude=2.37% (Conf=47.277%)
[2025-12-18T20:35:46.007320] [INFO ] [main      ] Fetching symbol history for COP...
[2025-12-18T20:35:46.007364] [DEBUG] [REMOTE    ] COP: Fetching historical data.
[2025-12-18T20:35:46.007925] [INFO ] [main      ] Progress: 145/421 forecasts completed (34.4%). PD finished in 0.7s. ETA: 46.6s. Rate: 355.57 forecasts/min
[2025-12-18T20:35:46.025931] [DEBUG] [REMOTE    ] COP: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:46.031099] [DEBUG] [LOCAL     ] Loaded configuration for COP: 5 features, N/A% accuracy
[2025-12-18T20:35:46.031250] [INFO ] [LOCAL     ] COP: Loaded 5 optimal features with 63.30% confidence from JSON config
[2025-12-18T20:35:46.031763] [DEBUG] [MAG       ] Building data for symbol: COP with lookback: 0
[2025-12-18T20:35:46.033354] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:46.033449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:46.042239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:46.045222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:46.046061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:46.046740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:46.048106] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:46.129166] [DEBUG] [MAG       ] JHX: Last date is validated at 2025-12-18
[2025-12-18T20:35:46.245235] [DEBUG] [MAG       ] PNQI: Last date is validated at 2025-12-18
[2025-12-18T20:35:46.268691] [DEBUG] [MAG       ] PDI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:46.361547] [INFO ] [LOCAL     ] PDI: Saved forecast.
[2025-12-18T20:35:46.361663] [INFO ] [main      ] PDI: Signal=1 (Conf=90.0%), Magnitude=1.86% (Conf=46.1699%)
[2025-12-18T20:35:46.362140] [INFO ] [main      ] Fetching symbol history for BEPI...
[2025-12-18T20:35:46.362208] [DEBUG] [REMOTE    ] BEPI: Fetching historical data.
[2025-12-18T20:35:46.362668] [INFO ] [main      ] Progress: 146/421 forecasts completed (34.7%). PDI finished in 0.8s. ETA: 46.8s. Rate: 352.90 forecasts/min
[2025-12-18T20:35:46.378810] [DEBUG] [REMOTE    ] BEPI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:46.380819] [DEBUG] [LOCAL     ] Loaded configuration for BEPI: 6 features, N/A% accuracy
[2025-12-18T20:35:46.381110] [INFO ] [LOCAL     ] BEPI: Loaded 6 optimal features with 69.71% confidence from JSON config
[2025-12-18T20:35:46.381172] [DEBUG] [MAG       ] Building data for symbol: BEPI with lookback: 0
[2025-12-18T20:35:46.382763] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:35:46.382849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-18T20:35:46.390570] [DEBUG] [MAG       ] JHX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:46.494105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-18T20:35:46.495953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-18T20:35:46.498652] [DEBUG] [MAG       ] PNQI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:46.500126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-18T20:35:46.503354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-18T20:35:46.508006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-18T20:35:46.509173] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:46.517826] [INFO ] [LOCAL     ] JHX: Saved forecast.
[2025-12-18T20:35:46.517905] [INFO ] [main      ] JHX: Signal=1 (Conf=90.0%), Magnitude=1.64% (Conf=49.3991%)
[2025-12-18T20:35:46.518674] [INFO ] [main      ] Fetching symbol history for MANH...
[2025-12-18T20:35:46.518729] [DEBUG] [REMOTE    ] MANH: Fetching historical data.
[2025-12-18T20:35:46.518698] [INFO ] [main      ] Progress: 147/421 forecasts completed (34.9%). JHX finished in 0.9s. ETA: 46.6s. Rate: 353.10 forecasts/min
[2025-12-18T20:35:46.534723] [DEBUG] [REMOTE    ] MANH: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:46.536210] [DEBUG] [LOCAL     ] Loaded configuration for MANH: 6 features, N/A% accuracy
[2025-12-18T20:35:46.536280] [INFO ] [LOCAL     ] MANH: Loaded 6 optimal features with 52.78% confidence from JSON config
[2025-12-18T20:35:46.536323] [DEBUG] [MAG       ] Building data for symbol: MANH with lookback: 0
[2025-12-18T20:35:46.537506] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:35:46.537622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:46.540254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:46.541016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:46.541602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:35:46.542995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-18T20:35:46.593427] [DEBUG] [MAG       ] COP: Last date is validated at 2025-12-18
[2025-12-18T20:35:46.608396] [INFO ] [LOCAL     ] PNQI: Saved forecast.
[2025-12-18T20:35:46.608473] [INFO ] [main      ] PNQI: Signal=1 (Conf=90.0%), Magnitude=1.19% (Conf=51.2772%)
[2025-12-18T20:35:46.608861] [INFO ] [main      ] Fetching symbol history for GLPG...
[2025-12-18T20:35:46.608913] [DEBUG] [REMOTE    ] GLPG: Fetching historical data.
[2025-12-18T20:35:46.610024] [INFO ] [main      ] Progress: 148/421 forecasts completed (35.2%). PNQI finished in 0.9s. ETA: 46.2s. Rate: 354.21 forecasts/min
[2025-12-18T20:35:46.622015] [DEBUG] [REMOTE    ] GLPG: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:46.623206] [DEBUG] [LOCAL     ] Loaded configuration for GLPG: 6 features, N/A% accuracy
[2025-12-18T20:35:46.623278] [INFO ] [LOCAL     ] GLPG: Loaded 6 optimal features with 49.18% confidence from JSON config
[2025-12-18T20:35:46.623317] [DEBUG] [MAG       ] Building data for symbol: GLPG with lookback: 0
[2025-12-18T20:35:46.624537] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:35:46.624650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:46.632203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:46.635000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:46.635859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:46.636530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:46.637140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-18T20:35:46.638401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-18T20:35:46.639183] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:46.639979] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:46.802938] [DEBUG] [MAG       ] COP: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:46.912520] [INFO ] [LOCAL     ] COP: Saved forecast.
[2025-12-18T20:35:46.912605] [INFO ] [main      ] COP: Signal=1 (Conf=90.0%), Magnitude=-1.11% (Conf=63.2958%)
[2025-12-18T20:35:46.912790] [INFO ] [main      ] Fetching symbol history for HNRG...
[2025-12-18T20:35:46.912836] [DEBUG] [REMOTE    ] HNRG: Fetching historical data.
[2025-12-18T20:35:46.913867] [INFO ] [main      ] Progress: 149/421 forecasts completed (35.4%). COP finished in 0.9s. ETA: 46.3s. Rate: 352.33 forecasts/min
[2025-12-18T20:35:46.925732] [DEBUG] [REMOTE    ] HNRG: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:46.926635] [DEBUG] [LOCAL     ] Loaded configuration for HNRG: 10 features, N/A% accuracy
[2025-12-18T20:35:46.926694] [INFO ] [LOCAL     ] HNRG: Loaded 10 optimal features with 51.96% confidence from JSON config
[2025-12-18T20:35:46.926727] [DEBUG] [MAG       ] Building data for symbol: HNRG with lookback: 0
[2025-12-18T20:35:46.927623] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-18T20:35:46.927717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:46.933106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:46.935118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:46.935658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:46.936115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-18T20:35:46.940374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-18T20:35:46.942030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-18T20:35:46.943256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-18T20:35:46.944796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-18T20:35:46.945628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-18T20:35:46.946794] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:46.958323] [DEBUG] [MAG       ] BEPI: Last date is validated at 2025-12-18
[2025-12-18T20:35:47.014230] [DEBUG] [MAG       ] MANH: Last date is validated at 2025-12-18
[2025-12-18T20:35:47.027823] [DEBUG] [MAG       ] GLPG: Last date is validated at 2025-12-18
[2025-12-18T20:35:47.132621] [DEBUG] [MAG       ] BEPI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:47.196208] [INFO ] [LOCAL     ] BEPI: Saved forecast.
[2025-12-18T20:35:47.196272] [INFO ] [main      ] BEPI: Signal=1 (Conf=90.0%), Magnitude=-0.10% (Conf=69.7114%)
[2025-12-18T20:35:47.196642] [INFO ] [main      ] Fetching symbol history for UDMY...
[2025-12-18T20:35:47.196698] [DEBUG] [REMOTE    ] UDMY: Fetching historical data.
[2025-12-18T20:35:47.196662] [INFO ] [main      ] Progress: 150/421 forecasts completed (35.6%). BEPI finished in 0.8s. ETA: 46.4s. Rate: 350.78 forecasts/min
[2025-12-18T20:35:47.197569] [DEBUG] [MAG       ] GLPG: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:47.201982] [DEBUG] [MAG       ] MANH: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:47.208044] [DEBUG] [REMOTE    ] UDMY: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:47.209187] [DEBUG] [LOCAL     ] Loaded configuration for UDMY: 3 features, N/A% accuracy
[2025-12-18T20:35:47.209239] [INFO ] [LOCAL     ] UDMY: Loaded 3 optimal features with 38.34% confidence from JSON config
[2025-12-18T20:35:47.209270] [DEBUG] [MAG       ] Building data for symbol: UDMY with lookback: 0
[2025-12-18T20:35:47.210080] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:35:47.210139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:47.214914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:47.215889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:35:47.217555] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:47.282227] [INFO ] [LOCAL     ] GLPG: Saved forecast.
[2025-12-18T20:35:47.282295] [INFO ] [main      ] GLPG: Signal=1 (Conf=90.0%), Magnitude=1.62% (Conf=49.1755%)
[2025-12-18T20:35:47.282469] [INFO ] [main      ] Fetching symbol history for ETO...
[2025-12-18T20:35:47.282524] [DEBUG] [REMOTE    ] ETO: Fetching historical data.
[2025-12-18T20:35:47.284718] [INFO ] [main      ] Progress: 151/421 forecasts completed (35.9%). GLPG finished in 0.7s. ETA: 46.0s. Rate: 351.92 forecasts/min
[2025-12-18T20:35:47.287396] [DEBUG] [MAG       ] HNRG: Last date is validated at 2025-12-18
[2025-12-18T20:35:47.294104] [DEBUG] [REMOTE    ] ETO: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:47.295064] [DEBUG] [LOCAL     ] Loaded configuration for ETO: 3 features, N/A% accuracy
[2025-12-18T20:35:47.295124] [INFO ] [LOCAL     ] ETO: Loaded 3 optimal features with 55.91% confidence from JSON config
[2025-12-18T20:35:47.295156] [DEBUG] [MAG       ] Building data for symbol: ETO with lookback: 0
[2025-12-18T20:35:47.296006] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:35:47.296080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:47.301312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:47.303374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:47.303967] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:47.358457] [INFO ] [LOCAL     ] MANH: Saved forecast.
[2025-12-18T20:35:47.358523] [INFO ] [main      ] MANH: Signal=1 (Conf=90.0%), Magnitude=2.44% (Conf=52.783%)
[2025-12-18T20:35:47.358898] [INFO ] [main      ] Fetching symbol history for MTRX...
[2025-12-18T20:35:47.358949] [DEBUG] [REMOTE    ] MTRX: Fetching historical data.
[2025-12-18T20:35:47.359667] [INFO ] [main      ] Progress: 152/421 forecasts completed (36.1%). MANH finished in 0.8s. ETA: 45.7s. Rate: 353.22 forecasts/min
[2025-12-18T20:35:47.369897] [DEBUG] [REMOTE    ] MTRX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:47.370681] [DEBUG] [LOCAL     ] Loaded configuration for MTRX: 5 features, N/A% accuracy
[2025-12-18T20:35:47.370737] [INFO ] [LOCAL     ] MTRX: Loaded 5 optimal features with 55.50% confidence from JSON config
[2025-12-18T20:35:47.370770] [DEBUG] [MAG       ] Building data for symbol: MTRX with lookback: 0
[2025-12-18T20:35:47.371524] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:47.371602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:47.376323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:47.378093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:47.378558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:47.378960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-18T20:35:47.380259] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:47.456633] [DEBUG] [MAG       ] HNRG: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:47.577722] [DEBUG] [MAG       ] UDMY: Last date is validated at 2025-12-18
[2025-12-18T20:35:47.638844] [INFO ] [LOCAL     ] HNRG: Saved forecast.
[2025-12-18T20:35:47.638913] [INFO ] [main      ] HNRG: Signal=1 (Conf=90.0%), Magnitude=4.98% (Conf=51.9627%)
[2025-12-18T20:35:47.639299] [INFO ] [main      ] Progress: 153/421 forecasts completed (36.3%). HNRG finished in 0.7s. ETA: 45.7s. Rate: 351.73 forecasts/min
[2025-12-18T20:35:47.639426] [INFO ] [main      ] Fetching symbol history for MIGI...
[2025-12-18T20:35:47.639468] [DEBUG] [REMOTE    ] MIGI: Fetching historical data.
[2025-12-18T20:35:47.645067] [DEBUG] [MAG       ] ETO: Last date is validated at 2025-12-18
[2025-12-18T20:35:47.652879] [DEBUG] [REMOTE    ] MIGI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:47.653890] [DEBUG] [LOCAL     ] Loaded configuration for MIGI: 4 features, N/A% accuracy
[2025-12-18T20:35:47.653942] [INFO ] [LOCAL     ] MIGI: Loaded 4 optimal features with 54.68% confidence from JSON config
[2025-12-18T20:35:47.653973] [DEBUG] [MAG       ] Building data for symbol: MIGI with lookback: 0
[2025-12-18T20:35:47.654771] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:35:47.654831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:47.659712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:35:47.660740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-18T20:35:47.662300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-18T20:35:47.664973] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:47.720388] [DEBUG] [MAG       ] MTRX: Last date is validated at 2025-12-18
[2025-12-18T20:35:47.756540] [DEBUG] [MAG       ] UDMY: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:47.817984] [DEBUG] [MAG       ] ETO: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:47.827762] [INFO ] [LOCAL     ] UDMY: Saved forecast.
[2025-12-18T20:35:47.827830] [INFO ] [main      ] UDMY: Signal=1 (Conf=90.0%), Magnitude=-4.92% (Conf=38.3415%)
[2025-12-18T20:35:47.827995] [INFO ] [main      ] Fetching symbol history for RMI...
[2025-12-18T20:35:47.828039] [DEBUG] [REMOTE    ] RMI: Fetching historical data.
[2025-12-18T20:35:47.828890] [INFO ] [main      ] Progress: 154/421 forecasts completed (36.6%). UDMY finished in 0.6s. ETA: 45.6s. Rate: 351.48 forecasts/min
[2025-12-18T20:35:47.840119] [DEBUG] [REMOTE    ] RMI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:47.840986] [DEBUG] [LOCAL     ] Loaded configuration for RMI: 6 features, N/A% accuracy
[2025-12-18T20:35:47.841038] [INFO ] [LOCAL     ] RMI: Loaded 6 optimal features with 51.96% confidence from JSON config
[2025-12-18T20:35:47.841070] [DEBUG] [MAG       ] Building data for symbol: RMI with lookback: 0
[2025-12-18T20:35:47.841923] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:35:47.841985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:47.842889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-18T20:35:47.844148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:47.846061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:47.846619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-18T20:35:47.847785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-18T20:35:47.850078] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:47.884006] [INFO ] [LOCAL     ] ETO: Saved forecast.
[2025-12-18T20:35:47.884073] [INFO ] [main      ] ETO: Signal=1 (Conf=90.0%), Magnitude=2.26% (Conf=55.911%)
[2025-12-18T20:35:47.884422] [INFO ] [main      ] Fetching symbol history for AMN...
[2025-12-18T20:35:47.884474] [DEBUG] [REMOTE    ] AMN: Fetching historical data.
[2025-12-18T20:35:47.884671] [INFO ] [main      ] Progress: 155/421 forecasts completed (36.8%). ETO finished in 0.6s. ETA: 45.2s. Rate: 353.01 forecasts/min
[2025-12-18T20:35:47.890220] [DEBUG] [MAG       ] MTRX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:47.895921] [DEBUG] [REMOTE    ] AMN: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:47.896856] [DEBUG] [LOCAL     ] Loaded configuration for AMN: 4 features, N/A% accuracy
[2025-12-18T20:35:47.896909] [INFO ] [LOCAL     ] AMN: Loaded 4 optimal features with 46.50% confidence from JSON config
[2025-12-18T20:35:47.896940] [DEBUG] [MAG       ] Building data for symbol: AMN with lookback: 0
[2025-12-18T20:35:47.897711] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:35:47.897774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:47.898483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-18T20:35:47.961850] [INFO ] [LOCAL     ] MTRX: Saved forecast.
[2025-12-18T20:35:47.961915] [INFO ] [main      ] MTRX: Signal=1 (Conf=90.0%), Magnitude=6.26% (Conf=55.5046%)
[2025-12-18T20:35:47.962292] [INFO ] [main      ] Fetching symbol history for CIB...
[2025-12-18T20:35:47.962342] [DEBUG] [REMOTE    ] CIB: Fetching historical data.
[2025-12-18T20:35:47.962653] [INFO ] [main      ] Progress: 156/421 forecasts completed (37.1%). MTRX finished in 0.6s. ETA: 44.9s. Rate: 354.24 forecasts/min
[2025-12-18T20:35:47.971674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-18T20:35:47.972904] [DEBUG] [REMOTE    ] CIB: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:47.973746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-18T20:35:47.973974] [DEBUG] [LOCAL     ] Loaded configuration for CIB: 2 features, N/A% accuracy
[2025-12-18T20:35:47.974028] [INFO ] [LOCAL     ] CIB: Loaded 2 optimal features with 46.22% confidence from JSON config
[2025-12-18T20:35:47.974069] [DEBUG] [MAG       ] Building data for symbol: CIB with lookback: 0
[2025-12-18T20:35:47.974890] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:35:47.974950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-18T20:35:47.975092] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:47.976951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-18T20:35:47.978594] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:48.001320] [DEBUG] [MAG       ] MIGI: Last date is validated at 2025-12-18
[2025-12-18T20:35:48.166821] [DEBUG] [MAG       ] MIGI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:48.211839] [DEBUG] [MAG       ] RMI: Last date is validated at 2025-12-18
[2025-12-18T20:35:48.282691] [INFO ] [LOCAL     ] MIGI: Saved forecast.
[2025-12-18T20:35:48.282762] [INFO ] [main      ] MIGI: Signal=1 (Conf=90.0%), Magnitude=46.74% (Conf=54.6766%)
[2025-12-18T20:35:48.282928] [INFO ] [main      ] Fetching symbol history for NDAQ...
[2025-12-18T20:35:48.282971] [DEBUG] [REMOTE    ] NDAQ: Fetching historical data.
[2025-12-18T20:35:48.283896] [INFO ] [main      ] Progress: 157/421 forecasts completed (37.3%). MIGI finished in 0.6s. ETA: 45.0s. Rate: 352.23 forecasts/min
[2025-12-18T20:35:48.294758] [DEBUG] [REMOTE    ] NDAQ: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:48.295863] [DEBUG] [LOCAL     ] Loaded configuration for NDAQ: 3 features, N/A% accuracy
[2025-12-18T20:35:48.295919] [INFO ] [LOCAL     ] NDAQ: Loaded 3 optimal features with 76.03% confidence from JSON config
[2025-12-18T20:35:48.295949] [DEBUG] [MAG       ] Building data for symbol: NDAQ with lookback: 0
[2025-12-18T20:35:48.296732] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:35:48.296792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:35:48.297710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-18T20:35:48.298853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-18T20:35:48.300287] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:48.310487] [DEBUG] [MAG       ] AMN: Last date is validated at 2025-12-18
[2025-12-18T20:35:48.317151] [DEBUG] [MAG       ] CIB: Last date is validated at 2025-12-18
[2025-12-18T20:35:48.392395] [DEBUG] [MAG       ] RMI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:48.482037] [DEBUG] [MAG       ] AMN: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:48.485412] [DEBUG] [MAG       ] CIB: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:48.517544] [INFO ] [LOCAL     ] RMI: Saved forecast.
[2025-12-18T20:35:48.517634] [INFO ] [main      ] RMI: Signal=1 (Conf=90.0%), Magnitude=-0.11% (Conf=51.9606%)
[2025-12-18T20:35:48.517986] [INFO ] [main      ] Fetching symbol history for INVH...
[2025-12-18T20:35:48.518038] [DEBUG] [REMOTE    ] INVH: Fetching historical data.
[2025-12-18T20:35:48.518660] [INFO ] [main      ] Progress: 158/421 forecasts completed (37.5%). RMI finished in 0.7s. ETA: 44.9s. Rate: 351.39 forecasts/min
[2025-12-18T20:35:48.531422] [DEBUG] [REMOTE    ] INVH: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:48.532331] [DEBUG] [LOCAL     ] Loaded configuration for INVH: 5 features, N/A% accuracy
[2025-12-18T20:35:48.532394] [INFO ] [LOCAL     ] INVH: Loaded 5 optimal features with 49.45% confidence from JSON config
[2025-12-18T20:35:48.532436] [DEBUG] [MAG       ] Building data for symbol: INVH with lookback: 0
[2025-12-18T20:35:48.533429] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:48.533499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:48.535691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:48.536249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:48.536670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:48.541693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:35:48.567137] [INFO ] [LOCAL     ] CIB: Saved forecast.
[2025-12-18T20:35:48.567210] [INFO ] [main      ] CIB: Signal=1 (Conf=90.0%), Magnitude=0.75% (Conf=46.2185%)
[2025-12-18T20:35:48.567609] [INFO ] [main      ] Fetching symbol history for CFFN...
[2025-12-18T20:35:48.567660] [DEBUG] [REMOTE    ] CFFN: Fetching historical data.
[2025-12-18T20:35:48.568642] [INFO ] [main      ] Progress: 159/421 forecasts completed (37.8%). CIB finished in 0.6s. ETA: 44.5s. Rate: 352.96 forecasts/min
[2025-12-18T20:35:48.578171] [DEBUG] [REMOTE    ] CFFN: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:48.579240] [DEBUG] [LOCAL     ] Loaded configuration for CFFN: 6 features, N/A% accuracy
[2025-12-18T20:35:48.579291] [INFO ] [LOCAL     ] CFFN: Loaded 6 optimal features with 50.57% confidence from JSON config
[2025-12-18T20:35:48.579324] [DEBUG] [MAG       ] Building data for symbol: CFFN with lookback: 0
[2025-12-18T20:35:48.580113] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:35:48.580175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:48.580389] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:48.584977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:48.586786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:48.587281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:48.588050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:48.588862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:35:48.589556] [INFO ] [LOCAL     ] AMN: Saved forecast.
[2025-12-18T20:35:48.589645] [INFO ] [main      ] AMN: Signal=1 (Conf=90.0%), Magnitude=-2.72% (Conf=46.496%)
[2025-12-18T20:35:48.590088] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:48.590109] [INFO ] [main      ] Fetching symbol history for SOXX...
[2025-12-18T20:35:48.590162] [DEBUG] [REMOTE    ] SOXX: Fetching historical data.
[2025-12-18T20:35:48.590617] [INFO ] [main      ] Progress: 160/421 forecasts completed (38.0%). AMN finished in 0.7s. ETA: 44.1s. Rate: 354.89 forecasts/min
[2025-12-18T20:35:48.602162] [DEBUG] [REMOTE    ] SOXX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:48.603000] [DEBUG] [LOCAL     ] Loaded configuration for SOXX: 4 features, N/A% accuracy
[2025-12-18T20:35:48.603053] [INFO ] [LOCAL     ] SOXX: Loaded 4 optimal features with 56.94% confidence from JSON config
[2025-12-18T20:35:48.603084] [DEBUG] [MAG       ] Building data for symbol: SOXX with lookback: 0
[2025-12-18T20:35:48.603906] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:35:48.603967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:48.604877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:48.607482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:35:48.646839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-18T20:35:48.649174] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:48.703238] [DEBUG] [MAG       ] NDAQ: Last date is validated at 2025-12-18
[2025-12-18T20:35:48.870017] [DEBUG] [MAG       ] NDAQ: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:48.923560] [DEBUG] [MAG       ] INVH: Last date is validated at 2025-12-18
[2025-12-18T20:35:48.944121] [DEBUG] [MAG       ] CFFN: Last date is validated at 2025-12-18
[2025-12-18T20:35:49.000060] [DEBUG] [MAG       ] SOXX: Last date is validated at 2025-12-18
[2025-12-18T20:35:49.060161] [INFO ] [LOCAL     ] NDAQ: Saved forecast.
[2025-12-18T20:35:49.060231] [INFO ] [main      ] NDAQ: Signal=1 (Conf=90.0%), Magnitude=-1.68% (Conf=76.025%)
[2025-12-18T20:35:49.060399] [INFO ] [main      ] Fetching symbol history for TSLX...
[2025-12-18T20:35:49.060444] [DEBUG] [REMOTE    ] TSLX: Fetching historical data.
[2025-12-18T20:35:49.061158] [INFO ] [main      ] Progress: 161/421 forecasts completed (38.2%). NDAQ finished in 0.8s. ETA: 44.4s. Rate: 351.00 forecasts/min
[2025-12-18T20:35:49.073106] [DEBUG] [REMOTE    ] TSLX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:49.074157] [DEBUG] [LOCAL     ] Loaded configuration for TSLX: 7 features, N/A% accuracy
[2025-12-18T20:35:49.074217] [INFO ] [LOCAL     ] TSLX: Loaded 7 optimal features with 48.33% confidence from JSON config
[2025-12-18T20:35:49.074249] [DEBUG] [MAG       ] Building data for symbol: TSLX with lookback: 0
[2025-12-18T20:35:49.075040] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-18T20:35:49.075105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:49.080051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:49.081930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:49.082425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:49.082845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-18T20:35:49.095359] [DEBUG] [MAG       ] INVH: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:49.118004] [DEBUG] [MAG       ] CFFN: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:49.133421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:35:49.134836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-18T20:35:49.171194] [INFO ] [LOCAL     ] INVH: Saved forecast.
[2025-12-18T20:35:49.171257] [INFO ] [main      ] INVH: Signal=1 (Conf=90.0%), Magnitude=-0.87% (Conf=49.4506%)
[2025-12-18T20:35:49.171613] [INFO ] [main      ] Fetching symbol history for BSCQ...
[2025-12-18T20:35:49.171663] [DEBUG] [REMOTE    ] BSCQ: Fetching historical data.
[2025-12-18T20:35:49.171629] [INFO ] [main      ] Progress: 162/421 forecasts completed (38.5%). INVH finished in 0.7s. ETA: 44.2s. Rate: 351.77 forecasts/min
[2025-12-18T20:35:49.177334] [DEBUG] [MAG       ] SOXX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:49.181822] [INFO ] [LOCAL     ] CFFN: Saved forecast.
[2025-12-18T20:35:49.181889] [INFO ] [main      ] CFFN: Signal=1 (Conf=90.0%), Magnitude=0.37% (Conf=50.5708%)
[2025-12-18T20:35:49.182245] [INFO ] [main      ] Fetching symbol history for HMC...
[2025-12-18T20:35:49.182294] [DEBUG] [REMOTE    ] HMC: Fetching historical data.
[2025-12-18T20:35:49.183113] [DEBUG] [REMOTE    ] BSCQ: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:49.183653] [INFO ] [main      ] Progress: 163/421 forecasts completed (38.7%). CFFN finished in 0.6s. ETA: 43.8s. Rate: 353.79 forecasts/min
[2025-12-18T20:35:49.184260] [DEBUG] [LOCAL     ] Loaded configuration for BSCQ: 53 features, N/A% accuracy
[2025-12-18T20:35:49.184311] [INFO ] [LOCAL     ] BSCQ: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-18T20:35:49.184345] [DEBUG] [MAG       ] Building data for symbol: BSCQ with lookback: 0
[2025-12-18T20:35:49.185157] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-18T20:35:49.185254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:49.190050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:49.191845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:49.192324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:49.192783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:49.193168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:49.193258] [DEBUG] [REMOTE    ] HMC: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:49.194111] [DEBUG] [LOCAL     ] Loaded configuration for HMC: 4 features, N/A% accuracy
[2025-12-18T20:35:49.194160] [INFO ] [LOCAL     ] HMC: Loaded 4 optimal features with 56.85% confidence from JSON config
[2025-12-18T20:35:49.194148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:49.194192] [DEBUG] [MAG       ] Building data for symbol: HMC with lookback: 0
[2025-12-18T20:35:49.194967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:49.194985] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:35:49.195046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:49.197310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-18T20:35:49.197364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-18T20:35:49.200125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-18T20:35:49.201417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-18T20:35:49.202816] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:49.213454] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:49.307607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:35:49.309509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:35:49.335833] [INFO ] [LOCAL     ] SOXX: Saved forecast.
[2025-12-18T20:35:49.335902] [INFO ] [main      ] SOXX: Signal=1 (Conf=90.0%), Magnitude=0.05% (Conf=56.9366%)
[2025-12-18T20:35:49.336069] [INFO ] [main      ] Fetching symbol history for CHSCL...
[2025-12-18T20:35:49.336113] [DEBUG] [REMOTE    ] CHSCL: Fetching historical data.
[2025-12-18T20:35:49.338644] [INFO ] [main      ] Progress: 164/421 forecasts completed (39.0%). SOXX finished in 0.7s. ETA: 43.6s. Rate: 353.97 forecasts/min
[2025-12-18T20:35:49.350357] [DEBUG] [REMOTE    ] CHSCL: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:49.351618] [DEBUG] [LOCAL     ] Loaded configuration for CHSCL: 3 features, N/A% accuracy
[2025-12-18T20:35:49.351688] [INFO ] [LOCAL     ] CHSCL: Loaded 3 optimal features with 51.46% confidence from JSON config
[2025-12-18T20:35:49.351725] [DEBUG] [MAG       ] Building data for symbol: CHSCL with lookback: 0
[2025-12-18T20:35:49.352805] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:35:49.352871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:49.353366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:35:49.354666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-18T20:35:49.358685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:49.359883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:49.362908] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:49.396050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:35:49.397048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:35:49.398301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-18T20:35:49.473232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-18T20:35:49.474091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-18T20:35:49.476004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-18T20:35:49.478819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-18T20:35:49.479990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-18T20:35:49.482041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-18T20:35:49.482799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-18T20:35:49.487232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-18T20:35:49.488449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-18T20:35:49.490022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-18T20:35:49.491756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-18T20:35:49.494719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-18T20:35:49.495386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-18T20:35:49.496128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-18T20:35:49.498207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-18T20:35:49.499342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-18T20:35:49.500104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-18T20:35:49.500843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-18T20:35:49.501562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-18T20:35:49.504347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-18T20:35:49.506041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-18T20:35:49.508732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-18T20:35:49.511067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-18T20:35:49.515122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-18T20:35:49.534193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-18T20:35:49.535454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-18T20:35:49.537228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-18T20:35:49.538025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-18T20:35:49.539751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-18T20:35:49.541430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-18T20:35:49.542370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-18T20:35:49.543626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-18T20:35:49.544964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-18T20:35:49.547129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-18T20:35:49.548751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-18T20:35:49.551923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-18T20:35:49.553879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-18T20:35:49.556986] [DEBUG] [MAG       ] HMC: Last date is validated at 2025-12-18
[2025-12-18T20:35:49.557974] [DEBUG] [MAG       ] TSLX: Last date is validated at 2025-12-18
[2025-12-18T20:35:49.560003] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:49.725470] [DEBUG] [MAG       ] TSLX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:49.727809] [DEBUG] [MAG       ] HMC: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:49.779958] [DEBUG] [MAG       ] CHSCL: Last date is validated at 2025-12-18
[2025-12-18T20:35:49.794046] [INFO ] [LOCAL     ] TSLX: Saved forecast.
[2025-12-18T20:35:49.794114] [INFO ] [main      ] TSLX: Signal=1 (Conf=90.0%), Magnitude=-0.40% (Conf=48.3251%)
[2025-12-18T20:35:49.794281] [INFO ] [main      ] Fetching symbol history for POWI...
[2025-12-18T20:35:49.794324] [DEBUG] [REMOTE    ] POWI: Fetching historical data.
[2025-12-18T20:35:49.795040] [INFO ] [main      ] Progress: 165/421 forecasts completed (39.2%). TSLX finished in 0.7s. ETA: 43.8s. Rate: 350.38 forecasts/min
[2025-12-18T20:35:49.806385] [DEBUG] [REMOTE    ] POWI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:49.807650] [DEBUG] [LOCAL     ] Loaded configuration for POWI: 5 features, N/A% accuracy
[2025-12-18T20:35:49.807703] [INFO ] [LOCAL     ] POWI: Loaded 5 optimal features with 59.16% confidence from JSON config
[2025-12-18T20:35:49.807739] [DEBUG] [MAG       ] Building data for symbol: POWI with lookback: 0
[2025-12-18T20:35:49.808759] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:49.808819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:49.810532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:49.811219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:49.811371] [INFO ] [LOCAL     ] HMC: Saved forecast.
[2025-12-18T20:35:49.811445] [INFO ] [main      ] HMC: Signal=1 (Conf=90.0%), Magnitude=-2.97% (Conf=56.8453%)
[2025-12-18T20:35:49.811635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-18T20:35:49.811829] [INFO ] [main      ] Fetching symbol history for TCPC...
[2025-12-18T20:35:49.811886] [DEBUG] [REMOTE    ] TCPC: Fetching historical data.
[2025-12-18T20:35:49.812659] [INFO ] [main      ] Progress: 166/421 forecasts completed (39.4%). HMC finished in 0.6s. ETA: 43.4s. Rate: 352.28 forecasts/min
[2025-12-18T20:35:49.814511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-18T20:35:49.823708] [DEBUG] [REMOTE    ] TCPC: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:49.824673] [DEBUG] [LOCAL     ] Loaded configuration for TCPC: 5 features, N/A% accuracy
[2025-12-18T20:35:49.824723] [INFO ] [LOCAL     ] TCPC: Loaded 5 optimal features with 51.44% confidence from JSON config
[2025-12-18T20:35:49.824755] [DEBUG] [MAG       ] Building data for symbol: TCPC with lookback: 0
[2025-12-18T20:35:49.825512] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:49.825590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:49.830536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:35:49.832205] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:49.832272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-18T20:35:49.832912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-18T20:35:49.834956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:49.836802] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:49.951868] [DEBUG] [MAG       ] CHSCL: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:49.967548] [DEBUG] [MAG       ] BSCQ: Last date is validated at 2025-12-18
[2025-12-18T20:35:50.012762] [INFO ] [LOCAL     ] CHSCL: Saved forecast.
[2025-12-18T20:35:50.012829] [INFO ] [main      ] CHSCL: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=51.456%)
[2025-12-18T20:35:50.013305] [INFO ] [main      ] Fetching symbol history for QQQJ...
[2025-12-18T20:35:50.013357] [DEBUG] [REMOTE    ] QQQJ: Fetching historical data.
[2025-12-18T20:35:50.013654] [INFO ] [main      ] Progress: 167/421 forecasts completed (39.7%). CHSCL finished in 0.7s. ETA: 43.3s. Rate: 351.90 forecasts/min
[2025-12-18T20:35:50.024092] [DEBUG] [REMOTE    ] QQQJ: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:50.025152] [DEBUG] [LOCAL     ] Loaded configuration for QQQJ: 4 features, N/A% accuracy
[2025-12-18T20:35:50.025204] [INFO ] [LOCAL     ] QQQJ: Loaded 4 optimal features with 49.25% confidence from JSON config
[2025-12-18T20:35:50.025236] [DEBUG] [MAG       ] Building data for symbol: QQQJ with lookback: 0
[2025-12-18T20:35:50.026038] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:35:50.026097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:50.027780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:50.028323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:50.028791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-18T20:35:50.034529] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:50.135463] [DEBUG] [MAG       ] BSCQ: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:50.168926] [DEBUG] [MAG       ] POWI: Last date is validated at 2025-12-18
[2025-12-18T20:35:50.191641] [DEBUG] [MAG       ] TCPC: Last date is validated at 2025-12-18
[2025-12-18T20:35:50.338483] [DEBUG] [MAG       ] POWI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:50.366667] [DEBUG] [MAG       ] TCPC: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:50.371213] [DEBUG] [MAG       ] QQQJ: Last date is validated at 2025-12-18
[2025-12-18T20:35:50.411517] [INFO ] [LOCAL     ] BSCQ: Saved forecast.
[2025-12-18T20:35:50.411613] [INFO ] [main      ] BSCQ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=13.5335%)
[2025-12-18T20:35:50.412015] [INFO ] [main      ] Fetching symbol history for TERN...
[2025-12-18T20:35:50.412067] [DEBUG] [REMOTE    ] TERN: Fetching historical data.
[2025-12-18T20:35:50.412037] [INFO ] [main      ] Progress: 168/421 forecasts completed (39.9%). BSCQ finished in 1.2s. ETA: 43.5s. Rate: 349.13 forecasts/min
[2025-12-18T20:35:50.424205] [DEBUG] [REMOTE    ] TERN: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:50.425104] [DEBUG] [LOCAL     ] Loaded configuration for TERN: 5 features, N/A% accuracy
[2025-12-18T20:35:50.425159] [INFO ] [LOCAL     ] TERN: Loaded 5 optimal features with 57.09% confidence from JSON config
[2025-12-18T20:35:50.425190] [DEBUG] [MAG       ] Building data for symbol: TERN with lookback: 0
[2025-12-18T20:35:50.425213] [INFO ] [LOCAL     ] TCPC: Saved forecast.
[2025-12-18T20:35:50.425280] [INFO ] [main      ] TCPC: Signal=1 (Conf=90.0%), Magnitude=0.90% (Conf=51.4396%)
[2025-12-18T20:35:50.425668] [INFO ] [main      ] Fetching symbol history for FDUS...
[2025-12-18T20:35:50.425729] [DEBUG] [REMOTE    ] FDUS: Fetching historical data.
[2025-12-18T20:35:50.426024] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:50.426086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:50.426716] [INFO ] [main      ] Progress: 169/421 forecasts completed (40.1%). TCPC finished in 0.6s. ETA: 43.1s. Rate: 351.03 forecasts/min
[2025-12-18T20:35:50.434450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-18T20:35:50.435822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-18T20:35:50.437304] [DEBUG] [REMOTE    ] FDUS: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:50.438291] [DEBUG] [LOCAL     ] Loaded configuration for FDUS: 3 features, N/A% accuracy
[2025-12-18T20:35:50.438345] [INFO ] [LOCAL     ] FDUS: Loaded 3 optimal features with 56.33% confidence from JSON config
[2025-12-18T20:35:50.438377] [DEBUG] [MAG       ] Building data for symbol: FDUS with lookback: 0
[2025-12-18T20:35:50.438525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-18T20:35:50.439311] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:35:50.439374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:50.441258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:50.441866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:35:50.443142] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:50.451009] [INFO ] [LOCAL     ] POWI: Saved forecast.
[2025-12-18T20:35:50.451074] [INFO ] [main      ] POWI: Signal=1 (Conf=90.0%), Magnitude=5.05% (Conf=59.1634%)
[2025-12-18T20:35:50.451248] [INFO ] [main      ] Fetching symbol history for SWIM...
[2025-12-18T20:35:50.451292] [DEBUG] [REMOTE    ] SWIM: Fetching historical data.
[2025-12-18T20:35:50.451876] [INFO ] [main      ] Progress: 170/421 forecasts completed (40.4%). POWI finished in 0.7s. ETA: 42.7s. Rate: 352.80 forecasts/min
[2025-12-18T20:35:50.452864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-18T20:35:50.454354] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:50.462794] [DEBUG] [REMOTE    ] SWIM: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:50.463772] [DEBUG] [LOCAL     ] Loaded configuration for SWIM: 5 features, N/A% accuracy
[2025-12-18T20:35:50.463824] [INFO ] [LOCAL     ] SWIM: Loaded 5 optimal features with 58.73% confidence from JSON config
[2025-12-18T20:35:50.463855] [DEBUG] [MAG       ] Building data for symbol: SWIM with lookback: 0
[2025-12-18T20:35:50.464652] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:50.464721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:50.466384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:50.466927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:50.467365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:50.467769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-18T20:35:50.472021] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:50.540862] [DEBUG] [MAG       ] QQQJ: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:50.610929] [INFO ] [LOCAL     ] QQQJ: Saved forecast.
[2025-12-18T20:35:50.610998] [INFO ] [main      ] QQQJ: Signal=1 (Conf=90.0%), Magnitude=0.19% (Conf=49.2488%)
[2025-12-18T20:35:50.611354] [INFO ] [main      ] Fetching symbol history for ASH...
[2025-12-18T20:35:50.611405] [DEBUG] [REMOTE    ] ASH: Fetching historical data.
[2025-12-18T20:35:50.611659] [INFO ] [main      ] Progress: 171/421 forecasts completed (40.6%). QQQJ finished in 0.6s. ETA: 42.5s. Rate: 352.92 forecasts/min
[2025-12-18T20:35:50.622528] [DEBUG] [REMOTE    ] ASH: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:50.623478] [DEBUG] [LOCAL     ] Loaded configuration for ASH: 1 features, N/A% accuracy
[2025-12-18T20:35:50.623534] [INFO ] [LOCAL     ] ASH: Loaded 1 optimal features with 39.98% confidence from JSON config
[2025-12-18T20:35:50.623566] [DEBUG] [MAG       ] Building data for symbol: ASH with lookback: 0
[2025-12-18T20:35:50.624389] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-18T20:35:50.624446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-18T20:35:50.626516] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:50.791098] [DEBUG] [MAG       ] FDUS: Last date is validated at 2025-12-18
[2025-12-18T20:35:50.791401] [DEBUG] [MAG       ] TERN: Last date is validated at 2025-12-18
[2025-12-18T20:35:50.807357] [DEBUG] [MAG       ] SWIM: Last date is validated at 2025-12-18
[2025-12-18T20:35:50.957442] [DEBUG] [MAG       ] TERN: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:50.962037] [DEBUG] [MAG       ] FDUS: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:50.973040] [DEBUG] [MAG       ] ASH: Last date is validated at 2025-12-18
[2025-12-18T20:35:50.973780] [DEBUG] [MAG       ] SWIM: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:51.024125] [INFO ] [LOCAL     ] FDUS: Saved forecast.
[2025-12-18T20:35:51.024188] [INFO ] [main      ] FDUS: Signal=1 (Conf=90.0%), Magnitude=-1.32% (Conf=56.3299%)
[2025-12-18T20:35:51.024546] [INFO ] [main      ] Progress: 172/421 forecasts completed (40.9%). FDUS finished in 0.6s. ETA: 42.7s. Rate: 350.01 forecasts/min
[2025-12-18T20:35:51.024689] [INFO ] [main      ] Fetching symbol history for LEA...
[2025-12-18T20:35:51.024805] [DEBUG] [REMOTE    ] LEA: Fetching historical data.
[2025-12-18T20:35:51.035183] [DEBUG] [REMOTE    ] LEA: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:51.036000] [INFO ] [LOCAL     ] SWIM: Saved forecast.
[2025-12-18T20:35:51.036062] [DEBUG] [LOCAL     ] Loaded configuration for LEA: 5 features, N/A% accuracy
[2025-12-18T20:35:51.036077] [INFO ] [main      ] SWIM: Signal=1 (Conf=90.0%), Magnitude=-2.83% (Conf=58.7252%)
[2025-12-18T20:35:51.036114] [INFO ] [LOCAL     ] LEA: Loaded 5 optimal features with 37.24% confidence from JSON config
[2025-12-18T20:35:51.036147] [DEBUG] [MAG       ] Building data for symbol: LEA with lookback: 0
[2025-12-18T20:35:51.036243] [INFO ] [main      ] Fetching symbol history for AEI...
[2025-12-18T20:35:51.036286] [DEBUG] [REMOTE    ] AEI: Fetching historical data.
[2025-12-18T20:35:51.036852] [INFO ] [main      ] Progress: 173/421 forecasts completed (41.1%). SWIM finished in 0.6s. ETA: 42.3s. Rate: 351.90 forecasts/min
[2025-12-18T20:35:51.037292] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:51.037352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-18T20:35:51.038325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-18T20:35:51.039699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-18T20:35:51.042549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-18T20:35:51.043284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-18T20:35:51.044925] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:51.047286] [DEBUG] [REMOTE    ] AEI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:51.048202] [DEBUG] [LOCAL     ] Loaded configuration for AEI: 3 features, N/A% accuracy
[2025-12-18T20:35:51.048253] [INFO ] [LOCAL     ] AEI: Loaded 3 optimal features with 48.68% confidence from JSON config
[2025-12-18T20:35:51.048284] [DEBUG] [MAG       ] Building data for symbol: AEI with lookback: 0
[2025-12-18T20:35:51.049075] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:35:51.049135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:51.053855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:35:51.068269] [INFO ] [LOCAL     ] TERN: Saved forecast.
[2025-12-18T20:35:51.068336] [INFO ] [main      ] TERN: Signal=1 (Conf=90.0%), Magnitude=16.29% (Conf=57.0941%)
[2025-12-18T20:35:51.068727] [INFO ] [main      ] Progress: 174/421 forecasts completed (41.3%). TERN finished in 0.7s. ETA: 41.9s. Rate: 353.55 forecasts/min
[2025-12-18T20:35:51.068853] [INFO ] [main      ] Fetching symbol history for MGNI...
[2025-12-18T20:35:51.068895] [DEBUG] [REMOTE    ] MGNI: Fetching historical data.
[2025-12-18T20:35:51.080718] [DEBUG] [REMOTE    ] MGNI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:51.081612] [DEBUG] [LOCAL     ] Loaded configuration for MGNI: 2 features, N/A% accuracy
[2025-12-18T20:35:51.081663] [INFO ] [LOCAL     ] MGNI: Loaded 2 optimal features with 58.05% confidence from JSON config
[2025-12-18T20:35:51.081695] [DEBUG] [MAG       ] Building data for symbol: MGNI with lookback: 0
[2025-12-18T20:35:51.082469] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:35:51.082528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:51.087258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:51.088242] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:51.092389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:35:51.093235] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:51.143472] [DEBUG] [MAG       ] ASH: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:51.232927] [INFO ] [LOCAL     ] ASH: Saved forecast.
[2025-12-18T20:35:51.232994] [INFO ] [main      ] ASH: Signal=1 (Conf=90.0%), Magnitude=0.24% (Conf=39.9818%)
[2025-12-18T20:35:51.233430] [INFO ] [main      ] Fetching symbol history for FTSM...
[2025-12-18T20:35:51.233488] [DEBUG] [REMOTE    ] FTSM: Fetching historical data.
[2025-12-18T20:35:51.233666] [INFO ] [main      ] Progress: 175/421 forecasts completed (41.6%). ASH finished in 0.6s. ETA: 41.7s. Rate: 353.61 forecasts/min
[2025-12-18T20:35:51.244480] [DEBUG] [REMOTE    ] FTSM: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:51.245667] [DEBUG] [LOCAL     ] Loaded configuration for FTSM: 50 features, N/A% accuracy
[2025-12-18T20:35:51.245732] [INFO ] [LOCAL     ] FTSM: Loaded 50 optimal features with 14.50% confidence from JSON config
[2025-12-18T20:35:51.245766] [DEBUG] [MAG       ] Building data for symbol: FTSM with lookback: 0
[2025-12-18T20:35:51.246801] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-18T20:35:51.246930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:51.252186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:51.254059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:51.254598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:51.255072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:51.255494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:51.256286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:51.257103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:51.259669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-18T20:35:51.370238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:35:51.372201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:35:51.391423] [DEBUG] [MAG       ] LEA: Last date is validated at 2025-12-18
[2025-12-18T20:35:51.410699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:35:51.411736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-18T20:35:51.420664] [DEBUG] [MAG       ] MGNI: Last date is validated at 2025-12-18
[2025-12-18T20:35:51.427728] [DEBUG] [MAG       ] AEI: Last date is validated at 2025-12-18
[2025-12-18T20:35:51.456821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:35:51.457914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:35:51.459215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-18T20:35:51.537842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-18T20:35:51.538799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-18T20:35:51.540658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-18T20:35:51.543436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-18T20:35:51.544564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-18T20:35:51.546543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-18T20:35:51.547312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-18T20:35:51.551725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-18T20:35:51.553029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-18T20:35:51.554419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-18T20:35:51.555996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-18T20:35:51.559567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-18T20:35:51.561056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-18T20:35:51.561859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-18T20:35:51.562147] [DEBUG] [MAG       ] LEA: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:51.564024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-18T20:35:51.565205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-18T20:35:51.565957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-18T20:35:51.566713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-18T20:35:51.567463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-18T20:35:51.570684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-18T20:35:51.572522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-18T20:35:51.575237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-18T20:35:51.577800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-18T20:35:51.582003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-18T20:35:51.588595] [DEBUG] [MAG       ] MGNI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:51.592605] [DEBUG] [MAG       ] AEI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:51.600367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-18T20:35:51.601804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-18T20:35:51.603603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-18T20:35:51.604345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-18T20:35:51.606076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-18T20:35:51.607740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-18T20:35:51.608669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-18T20:35:51.609877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-18T20:35:51.611062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-18T20:35:51.613145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-18T20:35:51.614680] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:51.650285] [INFO ] [LOCAL     ] AEI: Saved forecast.
[2025-12-18T20:35:51.650353] [INFO ] [main      ] AEI: Signal=1 (Conf=90.0%), Magnitude=5.53% (Conf=48.6752%)
[2025-12-18T20:35:51.650733] [INFO ] [main      ] Fetching symbol history for CM...
[2025-12-18T20:35:51.650783] [DEBUG] [REMOTE    ] CM: Fetching historical data.
[2025-12-18T20:35:51.650758] [INFO ] [main      ] Progress: 176/421 forecasts completed (41.8%). AEI finished in 0.6s. ETA: 41.9s. Rate: 350.70 forecasts/min
[2025-12-18T20:35:51.661937] [DEBUG] [REMOTE    ] CM: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:51.662995] [DEBUG] [LOCAL     ] Loaded configuration for CM: 5 features, N/A% accuracy
[2025-12-18T20:35:51.663047] [INFO ] [LOCAL     ] CM: Loaded 5 optimal features with 64.93% confidence from JSON config
[2025-12-18T20:35:51.663078] [DEBUG] [MAG       ] Building data for symbol: CM with lookback: 0
[2025-12-18T20:35:51.663852] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:51.663917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:51.664830] [INFO ] [LOCAL     ] LEA: Saved forecast.
[2025-12-18T20:35:51.664899] [INFO ] [main      ] LEA: Signal=1 (Conf=90.0%), Magnitude=1.76% (Conf=37.2419%)
[2025-12-18T20:35:51.665284] [INFO ] [main      ] Fetching symbol history for WLDS...
[2025-12-18T20:35:51.665337] [DEBUG] [REMOTE    ] WLDS: Fetching historical data.
[2025-12-18T20:35:51.665590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:51.666103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:51.666538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:51.666637] [INFO ] [main      ] Progress: 177/421 forecasts completed (42.0%). LEA finished in 0.6s. ETA: 41.5s. Rate: 352.51 forecasts/min
[2025-12-18T20:35:51.666959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:51.667750] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:51.667891] [INFO ] [LOCAL     ] MGNI: Saved forecast.
[2025-12-18T20:35:51.667953] [INFO ] [main      ] MGNI: Signal=1 (Conf=90.0%), Magnitude=4.06% (Conf=58.053%)
[2025-12-18T20:35:51.668263] [INFO ] [main      ] Progress: 178/421 forecasts completed (42.3%). MGNI finished in 0.6s. ETA: 41.1s. Rate: 354.48 forecasts/min
[2025-12-18T20:35:51.668368] [INFO ] [main      ] Fetching symbol history for INSG...
[2025-12-18T20:35:51.668411] [DEBUG] [REMOTE    ] INSG: Fetching historical data.
[2025-12-18T20:35:51.681104] [DEBUG] [REMOTE    ] WLDS: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:51.681982] [DEBUG] [LOCAL     ] Loaded configuration for WLDS: 2 features, N/A% accuracy
[2025-12-18T20:35:51.682038] [INFO ] [LOCAL     ] WLDS: Loaded 2 optimal features with 46.25% confidence from JSON config
[2025-12-18T20:35:51.682071] [DEBUG] [MAG       ] Building data for symbol: WLDS with lookback: 0
[2025-12-18T20:35:51.682941] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:35:51.683005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-18T20:35:51.685238] [DEBUG] [REMOTE    ] INSG: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:51.685951] [DEBUG] [LOCAL     ] Loaded configuration for INSG: 6 features, N/A% accuracy
[2025-12-18T20:35:51.685999] [INFO ] [LOCAL     ] INSG: Loaded 6 optimal features with 58.26% confidence from JSON config
[2025-12-18T20:35:51.686030] [DEBUG] [MAG       ] Building data for symbol: INSG with lookback: 0
[2025-12-18T20:35:51.686822] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:35:51.686893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:51.687842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-18T20:35:51.688604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:51.689123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:51.689552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:51.690032] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:51.690328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:51.691170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-18T20:35:51.692806] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:51.965683] [DEBUG] [MAG       ] FTSM: Last date is validated at 2025-12-18
[2025-12-18T20:35:52.009819] [DEBUG] [MAG       ] CM: Last date is validated at 2025-12-18
[2025-12-18T20:35:52.028259] [DEBUG] [MAG       ] INSG: Last date is validated at 2025-12-18
[2025-12-18T20:35:52.033565] [DEBUG] [MAG       ] WLDS: Last date is validated at 2025-12-18
[2025-12-18T20:35:52.142810] [DEBUG] [MAG       ] FTSM: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:52.176101] [DEBUG] [MAG       ] CM: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:52.194610] [DEBUG] [MAG       ] INSG: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:52.210525] [DEBUG] [MAG       ] WLDS: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:52.259856] [INFO ] [LOCAL     ] CM: Saved forecast.
[2025-12-18T20:35:52.259925] [INFO ] [main      ] CM: Signal=1 (Conf=90.0%), Magnitude=1.37% (Conf=64.9339%)
[2025-12-18T20:35:52.260316] [INFO ] [main      ] Fetching symbol history for CETX...
[2025-12-18T20:35:52.260366] [DEBUG] [REMOTE    ] CETX: Fetching historical data.
[2025-12-18T20:35:52.260528] [INFO ] [main      ] Progress: 179/421 forecasts completed (42.5%). CM finished in 0.6s. ETA: 41.5s. Rate: 349.60 forecasts/min
[2025-12-18T20:35:52.271917] [DEBUG] [REMOTE    ] CETX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:52.273134] [DEBUG] [LOCAL     ] Loaded configuration for CETX: 9 features, N/A% accuracy
[2025-12-18T20:35:52.273186] [INFO ] [LOCAL     ] CETX: Loaded 9 optimal features with 30.17% confidence from JSON config
[2025-12-18T20:35:52.273217] [DEBUG] [MAG       ] Building data for symbol: CETX with lookback: 0
[2025-12-18T20:35:52.274018] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-18T20:35:52.277361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:52.279105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:52.279646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:52.280038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-18T20:35:52.280518] [INFO ] [LOCAL     ] INSG: Saved forecast.
[2025-12-18T20:35:52.280609] [INFO ] [main      ] INSG: Signal=1 (Conf=90.0%), Magnitude=-2.18% (Conf=58.2599%)
[2025-12-18T20:35:52.281005] [INFO ] [main      ] Fetching symbol history for KEP...
[2025-12-18T20:35:52.281069] [DEBUG] [REMOTE    ] KEP: Fetching historical data.
[2025-12-18T20:35:52.281245] [INFO ] [main      ] Progress: 180/421 forecasts completed (42.8%). INSG finished in 0.6s. ETA: 41.2s. Rate: 351.32 forecasts/min
[2025-12-18T20:35:52.292423] [DEBUG] [REMOTE    ] KEP: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:52.293426] [DEBUG] [LOCAL     ] Loaded configuration for KEP: 5 features, N/A% accuracy
[2025-12-18T20:35:52.293476] [INFO ] [LOCAL     ] KEP: Loaded 5 optimal features with 56.32% confidence from JSON config
[2025-12-18T20:35:52.293506] [DEBUG] [MAG       ] Building data for symbol: KEP with lookback: 0
[2025-12-18T20:35:52.294288] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:52.294348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:52.296034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:52.296529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:52.296941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:52.297696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-18T20:35:52.302483] [INFO ] [LOCAL     ] WLDS: Saved forecast.
[2025-12-18T20:35:52.302550] [INFO ] [main      ] WLDS: Signal=1 (Conf=90.0%), Magnitude=-1.56% (Conf=46.2523%)
[2025-12-18T20:35:52.302942] [INFO ] [main      ] Fetching symbol history for CIF...
[2025-12-18T20:35:52.302994] [DEBUG] [REMOTE    ] CIF: Fetching historical data.
[2025-12-18T20:35:52.304647] [INFO ] [main      ] Progress: 181/421 forecasts completed (43.0%). WLDS finished in 0.6s. ETA: 40.8s. Rate: 353.00 forecasts/min
[2025-12-18T20:35:52.314830] [DEBUG] [REMOTE    ] CIF: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:52.315806] [DEBUG] [LOCAL     ] Loaded configuration for CIF: 0 features, N/A% accuracy
[2025-12-18T20:35:52.315865] [INFO ] [LOCAL     ] CIF: Loaded 0 optimal features with 16.43% confidence from JSON config
[2025-12-18T20:35:52.315898] [DEBUG] [MAG       ] Building data for symbol: CIF with lookback: 0
[2025-12-18T20:35:52.316703] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-18T20:35:52.327997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:35:52.328870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-18T20:35:52.330075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-18T20:35:52.331264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:52.331811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-18T20:35:52.333793] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:52.350297] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:52.403028] [INFO ] [LOCAL     ] FTSM: Saved forecast.
[2025-12-18T20:35:52.403100] [INFO ] [main      ] FTSM: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.4978%)
[2025-12-18T20:35:52.403437] [INFO ] [main      ] Fetching symbol history for MCHI...
[2025-12-18T20:35:52.403486] [DEBUG] [REMOTE    ] MCHI: Fetching historical data.
[2025-12-18T20:35:52.403659] [INFO ] [main      ] Progress: 182/421 forecasts completed (43.2%). FTSM finished in 1.2s. ETA: 40.5s. Rate: 353.81 forecasts/min
[2025-12-18T20:35:52.414206] [DEBUG] [REMOTE    ] MCHI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:52.415278] [DEBUG] [LOCAL     ] Loaded configuration for MCHI: 10 features, N/A% accuracy
[2025-12-18T20:35:52.415337] [INFO ] [LOCAL     ] MCHI: Loaded 10 optimal features with 47.52% confidence from JSON config
[2025-12-18T20:35:52.415368] [DEBUG] [MAG       ] Building data for symbol: MCHI with lookback: 0
[2025-12-18T20:35:52.416166] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-18T20:35:52.416230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:52.418599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:35:52.419627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-18T20:35:52.420250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-18T20:35:52.421367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:52.423095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:52.423589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-18T20:35:52.424640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-18T20:35:52.426227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-18T20:35:52.427254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-18T20:35:52.427937] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:52.666828] [DEBUG] [MAG       ] CETX: Last date is validated at 2025-12-18
[2025-12-18T20:35:52.671836] [DEBUG] [MAG       ] CIF: Last date is validated at 2025-12-18
[2025-12-18T20:35:52.683659] [DEBUG] [MAG       ] KEP: Last date is validated at 2025-12-18
[2025-12-18T20:35:52.764298] [DEBUG] [MAG       ] MCHI: Last date is validated at 2025-12-18
[2025-12-18T20:35:52.835478] [DEBUG] [MAG       ] CETX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:52.841404] [DEBUG] [MAG       ] CIF: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:52.849017] [DEBUG] [MAG       ] KEP: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:52.888252] [INFO ] [LOCAL     ] CIF: Saved forecast.
[2025-12-18T20:35:52.888318] [INFO ] [main      ] CIF: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=16.4296%)
[2025-12-18T20:35:52.888709] [INFO ] [main      ] Fetching symbol history for PLUG...
[2025-12-18T20:35:52.888759] [DEBUG] [REMOTE    ] PLUG: Fetching historical data.
[2025-12-18T20:35:52.888743] [INFO ] [main      ] Progress: 183/421 forecasts completed (43.5%). CIF finished in 0.6s. ETA: 40.8s. Rate: 350.25 forecasts/min
[2025-12-18T20:35:52.899721] [DEBUG] [REMOTE    ] PLUG: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:52.900645] [DEBUG] [LOCAL     ] Loaded configuration for PLUG: 4 features, N/A% accuracy
[2025-12-18T20:35:52.900701] [INFO ] [LOCAL     ] PLUG: Loaded 4 optimal features with 56.33% confidence from JSON config
[2025-12-18T20:35:52.900733] [DEBUG] [MAG       ] Building data for symbol: PLUG with lookback: 0
[2025-12-18T20:35:52.901597] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:35:52.901659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:52.906670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:52.908626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:52.909169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:52.909980] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:52.915225] [INFO ] [LOCAL     ] KEP: Saved forecast.
[2025-12-18T20:35:52.915290] [INFO ] [main      ] KEP: Signal=1 (Conf=90.0%), Magnitude=0.06% (Conf=56.3239%)
[2025-12-18T20:35:52.915448] [INFO ] [main      ] Fetching symbol history for CHSCN...
[2025-12-18T20:35:52.915490] [DEBUG] [REMOTE    ] CHSCN: Fetching historical data.
[2025-12-18T20:35:52.916146] [INFO ] [main      ] Progress: 184/421 forecasts completed (43.7%). KEP finished in 0.6s. ETA: 40.4s. Rate: 351.86 forecasts/min
[2025-12-18T20:35:52.926617] [DEBUG] [REMOTE    ] CHSCN: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:52.927667] [DEBUG] [LOCAL     ] Loaded configuration for CHSCN: 6 features, N/A% accuracy
[2025-12-18T20:35:52.927720] [INFO ] [LOCAL     ] CHSCN: Loaded 6 optimal features with 33.61% confidence from JSON config
[2025-12-18T20:35:52.927751] [DEBUG] [MAG       ] Building data for symbol: CHSCN with lookback: 0
[2025-12-18T20:35:52.928515] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:35:52.928596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:52.930347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:52.930879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:52.931271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:52.932164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-18T20:35:52.934171] [DEBUG] [MAG       ] MCHI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:53.028756] [INFO ] [LOCAL     ] MCHI: Saved forecast.
[2025-12-18T20:35:53.028834] [INFO ] [main      ] MCHI: Signal=1 (Conf=90.0%), Magnitude=-0.56% (Conf=47.517%)
[2025-12-18T20:35:53.029220] [INFO ] [main      ] Fetching symbol history for NOMD...
[2025-12-18T20:35:53.029270] [DEBUG] [REMOTE    ] NOMD: Fetching historical data.
[2025-12-18T20:35:53.029685] [INFO ] [main      ] Progress: 185/421 forecasts completed (43.9%). MCHI finished in 0.6s. ETA: 40.2s. Rate: 352.50 forecasts/min
[2025-12-18T20:35:53.039992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-18T20:35:53.040475] [DEBUG] [REMOTE    ] NOMD: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:53.041203] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:53.041508] [DEBUG] [LOCAL     ] Loaded configuration for NOMD: 6 features, N/A% accuracy
[2025-12-18T20:35:53.041562] [INFO ] [LOCAL     ] NOMD: Loaded 6 optimal features with 57.11% confidence from JSON config
[2025-12-18T20:35:53.041619] [DEBUG] [MAG       ] Building data for symbol: NOMD with lookback: 0
[2025-12-18T20:35:53.042383] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:35:53.042445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:53.047123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:35:53.084926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:35:53.085926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:35:53.087105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-18T20:35:53.089163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-18T20:35:53.089894] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:53.199279] [INFO ] [LOCAL     ] CETX: Saved forecast.
[2025-12-18T20:35:53.199359] [INFO ] [main      ] CETX: Signal=1 (Conf=90.0%), Magnitude=54.96% (Conf=30.1695%)
[2025-12-18T20:35:53.199528] [INFO ] [main      ] Fetching symbol history for CE...
[2025-12-18T20:35:53.199803] [DEBUG] [REMOTE    ] CE: Fetching historical data.
[2025-12-18T20:35:53.200666] [INFO ] [main      ] Progress: 186/421 forecasts completed (44.2%). CETX finished in 0.9s. ETA: 40.0s. Rate: 352.49 forecasts/min
[2025-12-18T20:35:53.210796] [DEBUG] [REMOTE    ] CE: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:53.211689] [DEBUG] [LOCAL     ] Loaded configuration for CE: 6 features, N/A% accuracy
[2025-12-18T20:35:53.211741] [INFO ] [LOCAL     ] CE: Loaded 6 optimal features with 45.32% confidence from JSON config
[2025-12-18T20:35:53.211772] [DEBUG] [MAG       ] Building data for symbol: CE with lookback: 0
[2025-12-18T20:35:53.212597] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:35:53.212660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:53.217410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:53.219226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:53.219728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:53.220116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:53.222418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:35:53.224043] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:53.256837] [DEBUG] [MAG       ] PLUG: Last date is validated at 2025-12-18
[2025-12-18T20:35:53.379559] [DEBUG] [MAG       ] CHSCN: Last date is validated at 2025-12-18
[2025-12-18T20:35:53.423611] [DEBUG] [MAG       ] NOMD: Last date is validated at 2025-12-18
[2025-12-18T20:35:53.427975] [DEBUG] [MAG       ] PLUG: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:53.485844] [INFO ] [LOCAL     ] PLUG: Saved forecast.
[2025-12-18T20:35:53.485911] [INFO ] [main      ] PLUG: Signal=1 (Conf=90.0%), Magnitude=-10.04% (Conf=56.3261%)
[2025-12-18T20:35:53.486282] [INFO ] [main      ] Fetching symbol history for UGI...
[2025-12-18T20:35:53.486331] [DEBUG] [REMOTE    ] UGI: Fetching historical data.
[2025-12-18T20:35:53.486663] [INFO ] [main      ] Progress: 187/421 forecasts completed (44.4%). PLUG finished in 0.6s. ETA: 40.0s. Rate: 351.21 forecasts/min
[2025-12-18T20:35:53.497869] [DEBUG] [REMOTE    ] UGI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:53.498787] [DEBUG] [LOCAL     ] Loaded configuration for UGI: 10 features, N/A% accuracy
[2025-12-18T20:35:53.498843] [INFO ] [LOCAL     ] UGI: Loaded 10 optimal features with 63.96% confidence from JSON config
[2025-12-18T20:35:53.498875] [DEBUG] [MAG       ] Building data for symbol: UGI with lookback: 0
[2025-12-18T20:35:53.499718] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-18T20:35:53.499782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:53.504707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:53.506734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:53.507255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:53.507664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:35:53.545535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-18T20:35:53.547836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-18T20:35:53.548962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:53.549487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-18T20:35:53.549732] [DEBUG] [MAG       ] CHSCN: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:53.550528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-18T20:35:53.552568] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:53.556948] [DEBUG] [MAG       ] CE: Last date is validated at 2025-12-18
[2025-12-18T20:35:53.589883] [DEBUG] [MAG       ] NOMD: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:53.608369] [INFO ] [LOCAL     ] CHSCN: Saved forecast.
[2025-12-18T20:35:53.608450] [INFO ] [main      ] CHSCN: Signal=1 (Conf=90.0%), Magnitude=0.36% (Conf=33.6073%)
[2025-12-18T20:35:53.609161] [INFO ] [main      ] Fetching symbol history for EVTC...
[2025-12-18T20:35:53.609222] [DEBUG] [REMOTE    ] EVTC: Fetching historical data.
[2025-12-18T20:35:53.610389] [INFO ] [main      ] Progress: 188/421 forecasts completed (44.7%). CHSCN finished in 0.7s. ETA: 39.7s. Rate: 351.73 forecasts/min
[2025-12-18T20:35:53.622370] [DEBUG] [REMOTE    ] EVTC: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:53.623447] [DEBUG] [LOCAL     ] Loaded configuration for EVTC: 2 features, N/A% accuracy
[2025-12-18T20:35:53.623507] [INFO ] [LOCAL     ] EVTC: Loaded 2 optimal features with 59.91% confidence from JSON config
[2025-12-18T20:35:53.623538] [DEBUG] [MAG       ] Building data for symbol: EVTC with lookback: 0
[2025-12-18T20:35:53.624363] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:35:53.624426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:53.629289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:53.630131] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:53.664800] [INFO ] [LOCAL     ] NOMD: Saved forecast.
[2025-12-18T20:35:53.664867] [INFO ] [main      ] NOMD: Signal=1 (Conf=90.0%), Magnitude=0.49% (Conf=57.1138%)
[2025-12-18T20:35:53.665203] [INFO ] [main      ] Fetching symbol history for ATRC...
[2025-12-18T20:35:53.665253] [DEBUG] [REMOTE    ] ATRC: Fetching historical data.
[2025-12-18T20:35:53.665660] [INFO ] [main      ] Progress: 189/421 forecasts completed (44.9%). NOMD finished in 0.6s. ETA: 39.4s. Rate: 352.99 forecasts/min
[2025-12-18T20:35:53.676086] [DEBUG] [REMOTE    ] ATRC: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:53.676944] [DEBUG] [LOCAL     ] Loaded configuration for ATRC: 1 features, N/A% accuracy
[2025-12-18T20:35:53.676999] [INFO ] [LOCAL     ] ATRC: Loaded 1 optimal features with 65.58% confidence from JSON config
[2025-12-18T20:35:53.677030] [DEBUG] [MAG       ] Building data for symbol: ATRC with lookback: 0
[2025-12-18T20:35:53.677826] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-18T20:35:53.677886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-18T20:35:53.678943] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:53.726640] [DEBUG] [MAG       ] CE: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:53.843685] [INFO ] [LOCAL     ] CE: Saved forecast.
[2025-12-18T20:35:53.843753] [INFO ] [main      ] CE: Signal=1 (Conf=90.0%), Magnitude=4.95% (Conf=45.3206%)
[2025-12-18T20:35:53.844121] [INFO ] [main      ] Fetching symbol history for BDTX...
[2025-12-18T20:35:53.844171] [DEBUG] [REMOTE    ] BDTX: Fetching historical data.
[2025-12-18T20:35:53.844659] [INFO ] [main      ] Progress: 190/421 forecasts completed (45.1%). CE finished in 0.6s. ETA: 39.3s. Rate: 352.89 forecasts/min
[2025-12-18T20:35:53.855929] [DEBUG] [REMOTE    ] BDTX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:53.856897] [DEBUG] [LOCAL     ] Loaded configuration for BDTX: 3 features, N/A% accuracy
[2025-12-18T20:35:53.856949] [INFO ] [LOCAL     ] BDTX: Loaded 3 optimal features with 48.14% confidence from JSON config
[2025-12-18T20:35:53.856979] [DEBUG] [MAG       ] Building data for symbol: BDTX with lookback: 0
[2025-12-18T20:35:53.857782] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:35:53.857840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:53.862669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:53.863672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:35:53.865348] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:53.896024] [DEBUG] [MAG       ] UGI: Last date is validated at 2025-12-18
[2025-12-18T20:35:53.965930] [DEBUG] [MAG       ] EVTC: Last date is validated at 2025-12-18
[2025-12-18T20:35:54.024987] [DEBUG] [MAG       ] ATRC: Last date is validated at 2025-12-18
[2025-12-18T20:35:54.065727] [DEBUG] [MAG       ] UGI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:54.130849] [DEBUG] [MAG       ] EVTC: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:54.160389] [INFO ] [LOCAL     ] UGI: Saved forecast.
[2025-12-18T20:35:54.160459] [INFO ] [main      ] UGI: Signal=1 (Conf=90.0%), Magnitude=-0.28% (Conf=63.9558%)
[2025-12-18T20:35:54.160863] [INFO ] [main      ] Fetching symbol history for BHFAO...
[2025-12-18T20:35:54.160916] [DEBUG] [REMOTE    ] BHFAO: Fetching historical data.
[2025-12-18T20:35:54.160892] [INFO ] [main      ] Progress: 191/421 forecasts completed (45.4%). UGI finished in 0.7s. ETA: 39.3s. Rate: 351.31 forecasts/min
[2025-12-18T20:35:54.172395] [DEBUG] [REMOTE    ] BHFAO: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:54.173406] [DEBUG] [LOCAL     ] Loaded configuration for BHFAO: 4 features, N/A% accuracy
[2025-12-18T20:35:54.173456] [INFO ] [LOCAL     ] BHFAO: Loaded 4 optimal features with 50.64% confidence from JSON config
[2025-12-18T20:35:54.173488] [DEBUG] [MAG       ] Building data for symbol: BHFAO with lookback: 0
[2025-12-18T20:35:54.174276] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:35:54.174338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:54.179149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-18T20:35:54.181045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-18T20:35:54.181751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-18T20:35:54.183232] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:54.202598] [DEBUG] [MAG       ] ATRC: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:54.202703] [DEBUG] [MAG       ] BDTX: Last date is validated at 2025-12-18
[2025-12-18T20:35:54.206951] [INFO ] [LOCAL     ] EVTC: Saved forecast.
[2025-12-18T20:35:54.207019] [INFO ] [main      ] EVTC: Signal=1 (Conf=90.0%), Magnitude=0.77% (Conf=59.9078%)
[2025-12-18T20:35:54.207396] [INFO ] [main      ] Fetching symbol history for TSL...
[2025-12-18T20:35:54.207447] [DEBUG] [REMOTE    ] TSL: Fetching historical data.
[2025-12-18T20:35:54.208279] [INFO ] [main      ] Progress: 192/421 forecasts completed (45.6%). EVTC finished in 0.6s. ETA: 39.0s. Rate: 352.63 forecasts/min
[2025-12-18T20:35:54.219313] [DEBUG] [REMOTE    ] TSL: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:54.220433] [DEBUG] [LOCAL     ] Loaded configuration for TSL: 3 features, N/A% accuracy
[2025-12-18T20:35:54.220486] [INFO ] [LOCAL     ] TSL: Loaded 3 optimal features with 61.41% confidence from JSON config
[2025-12-18T20:35:54.220517] [DEBUG] [MAG       ] Building data for symbol: TSL with lookback: 0
[2025-12-18T20:35:54.221318] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:35:54.221379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-18T20:35:54.288640] [INFO ] [LOCAL     ] ATRC: Saved forecast.
[2025-12-18T20:35:54.288706] [INFO ] [main      ] ATRC: Signal=1 (Conf=90.0%), Magnitude=0.28% (Conf=65.5839%)
[2025-12-18T20:35:54.289097] [INFO ] [main      ] Fetching symbol history for HEI...
[2025-12-18T20:35:54.289148] [DEBUG] [REMOTE    ] HEI: Fetching historical data.
[2025-12-18T20:35:54.290658] [INFO ] [main      ] Progress: 193/421 forecasts completed (45.8%). ATRC finished in 0.6s. ETA: 38.7s. Rate: 353.58 forecasts/min
[2025-12-18T20:35:54.303615] [DEBUG] [REMOTE    ] HEI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:54.304743] [DEBUG] [LOCAL     ] Loaded configuration for HEI: 2 features, N/A% accuracy
[2025-12-18T20:35:54.304798] [INFO ] [LOCAL     ] HEI: Loaded 2 optimal features with 46.45% confidence from JSON config
[2025-12-18T20:35:54.304840] [DEBUG] [MAG       ] Building data for symbol: HEI with lookback: 0
[2025-12-18T20:35:54.305687] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:35:54.305745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-18T20:35:54.308408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-18T20:35:54.310868] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:54.333377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-18T20:35:54.335453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-18T20:35:54.336240] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:54.372492] [DEBUG] [MAG       ] BDTX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:54.429259] [INFO ] [LOCAL     ] BDTX: Saved forecast.
[2025-12-18T20:35:54.429327] [INFO ] [main      ] BDTX: Signal=1 (Conf=90.0%), Magnitude=-5.23% (Conf=48.1351%)
[2025-12-18T20:35:54.429722] [INFO ] [main      ] Fetching symbol history for RMM...
[2025-12-18T20:35:54.429773] [DEBUG] [REMOTE    ] RMM: Fetching historical data.
[2025-12-18T20:35:54.431699] [INFO ] [main      ] Progress: 194/421 forecasts completed (46.1%). BDTX finished in 0.6s. ETA: 38.5s. Rate: 353.89 forecasts/min
[2025-12-18T20:35:54.440525] [DEBUG] [REMOTE    ] RMM: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:54.441533] [DEBUG] [LOCAL     ] Loaded configuration for RMM: 4 features, N/A% accuracy
[2025-12-18T20:35:54.441605] [INFO ] [LOCAL     ] RMM: Loaded 4 optimal features with 60.72% confidence from JSON config
[2025-12-18T20:35:54.441638] [DEBUG] [MAG       ] Building data for symbol: RMM with lookback: 0
[2025-12-18T20:35:54.442391] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:35:54.442452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-18T20:35:54.445111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-18T20:35:54.446725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-18T20:35:54.449073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-18T20:35:54.450158] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:54.525422] [DEBUG] [MAG       ] BHFAO: Last date is validated at 2025-12-18
[2025-12-18T20:35:54.645711] [DEBUG] [MAG       ] HEI: Last date is validated at 2025-12-18
[2025-12-18T20:35:54.680130] [DEBUG] [MAG       ] TSL: Last date is validated at 2025-12-18
[2025-12-18T20:35:54.696864] [DEBUG] [MAG       ] BHFAO: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:54.768543] [INFO ] [LOCAL     ] BHFAO: Saved forecast.
[2025-12-18T20:35:54.768629] [INFO ] [main      ] BHFAO: Signal=1 (Conf=90.0%), Magnitude=-2.09% (Conf=50.639%)
[2025-12-18T20:35:54.769097] [INFO ] [main      ] Fetching symbol history for DIOD...
[2025-12-18T20:35:54.769149] [DEBUG] [REMOTE    ] DIOD: Fetching historical data.
[2025-12-18T20:35:54.769652] [INFO ] [main      ] Progress: 195/421 forecasts completed (46.3%). BHFAO finished in 0.6s. ETA: 38.5s. Rate: 352.09 forecasts/min
[2025-12-18T20:35:54.780540] [DEBUG] [REMOTE    ] DIOD: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:54.781398] [DEBUG] [LOCAL     ] Loaded configuration for DIOD: 3 features, N/A% accuracy
[2025-12-18T20:35:54.781449] [INFO ] [LOCAL     ] DIOD: Loaded 3 optimal features with 52.89% confidence from JSON config
[2025-12-18T20:35:54.781480] [DEBUG] [MAG       ] Building data for symbol: DIOD with lookback: 0
[2025-12-18T20:35:54.782414] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:35:54.782475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:54.787786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:54.788055] [DEBUG] [MAG       ] RMM: Last date is validated at 2025-12-18
[2025-12-18T20:35:54.789842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:54.790358] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:54.815685] [DEBUG] [MAG       ] HEI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:54.848971] [DEBUG] [MAG       ] TSL: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:54.927522] [INFO ] [LOCAL     ] TSL: Saved forecast.
[2025-12-18T20:35:54.927609] [INFO ] [main      ] TSL: Signal=1 (Conf=90.0%), Magnitude=-1.00% (Conf=61.4139%)
[2025-12-18T20:35:54.927991] [INFO ] [main      ] Fetching symbol history for BLE...
[2025-12-18T20:35:54.928043] [DEBUG] [REMOTE    ] BLE: Fetching historical data.
[2025-12-18T20:35:54.928018] [INFO ] [main      ] Progress: 196/421 forecasts completed (46.6%). TSL finished in 0.7s. ETA: 38.3s. Rate: 352.22 forecasts/min
[2025-12-18T20:35:54.940023] [DEBUG] [REMOTE    ] BLE: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:54.941053] [DEBUG] [LOCAL     ] Loaded configuration for BLE: 5 features, N/A% accuracy
[2025-12-18T20:35:54.941112] [INFO ] [LOCAL     ] BLE: Loaded 5 optimal features with 50.70% confidence from JSON config
[2025-12-18T20:35:54.941145] [DEBUG] [MAG       ] Building data for symbol: BLE with lookback: 0
[2025-12-18T20:35:54.942058] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:54.942122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:54.943635] [INFO ] [LOCAL     ] HEI: Saved forecast.
[2025-12-18T20:35:54.943701] [INFO ] [main      ] HEI: Signal=1 (Conf=90.0%), Magnitude=-0.65% (Conf=46.4542%)
[2025-12-18T20:35:54.943876] [INFO ] [main      ] Fetching symbol history for MHK...
[2025-12-18T20:35:54.943924] [DEBUG] [REMOTE    ] MHK: Fetching historical data.
[2025-12-18T20:35:54.943914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:54.944431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-18T20:35:54.944964] [INFO ] [main      ] Progress: 197/421 forecasts completed (46.8%). HEI finished in 0.7s. ETA: 38.0s. Rate: 353.84 forecasts/min
[2025-12-18T20:35:54.948158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-18T20:35:54.950636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-18T20:35:54.956271] [DEBUG] [MAG       ] RMM: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:54.956381] [DEBUG] [REMOTE    ] MHK: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:54.957370] [DEBUG] [LOCAL     ] Loaded configuration for MHK: 4 features, N/A% accuracy
[2025-12-18T20:35:54.957427] [INFO ] [LOCAL     ] MHK: Loaded 4 optimal features with 52.60% confidence from JSON config
[2025-12-18T20:35:54.957459] [DEBUG] [MAG       ] Building data for symbol: MHK with lookback: 0
[2025-12-18T20:35:54.958265] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:35:54.958325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:35:54.960402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-18T20:35:54.961119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-18T20:35:54.962277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-18T20:35:54.965729] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:54.971871] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:55.018185] [INFO ] [LOCAL     ] RMM: Saved forecast.
[2025-12-18T20:35:55.018252] [INFO ] [main      ] RMM: Signal=1 (Conf=90.0%), Magnitude=-0.93% (Conf=60.7163%)
[2025-12-18T20:35:55.018613] [INFO ] [main      ] Fetching symbol history for MRK...
[2025-12-18T20:35:55.018664] [DEBUG] [REMOTE    ] MRK: Fetching historical data.
[2025-12-18T20:35:55.018667] [INFO ] [main      ] Progress: 198/421 forecasts completed (47.0%). RMM finished in 0.6s. ETA: 37.7s. Rate: 354.85 forecasts/min
[2025-12-18T20:35:55.030701] [DEBUG] [REMOTE    ] MRK: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:55.031563] [DEBUG] [LOCAL     ] Loaded configuration for MRK: 6 features, N/A% accuracy
[2025-12-18T20:35:55.031635] [INFO ] [LOCAL     ] MRK: Loaded 6 optimal features with 53.48% confidence from JSON config
[2025-12-18T20:35:55.031666] [DEBUG] [MAG       ] Building data for symbol: MRK with lookback: 0
[2025-12-18T20:35:55.032425] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:35:55.032485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:55.034311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:55.034876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:55.035507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:55.035916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:35:55.037098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-18T20:35:55.039751] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:55.149173] [DEBUG] [MAG       ] DIOD: Last date is validated at 2025-12-18
[2025-12-18T20:35:55.304108] [DEBUG] [MAG       ] MHK: Last date is validated at 2025-12-18
[2025-12-18T20:35:55.324333] [DEBUG] [MAG       ] DIOD: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:55.338075] [DEBUG] [MAG       ] BLE: Last date is validated at 2025-12-18
[2025-12-18T20:35:55.390142] [DEBUG] [MAG       ] MRK: Last date is validated at 2025-12-18
[2025-12-18T20:35:55.432215] [INFO ] [LOCAL     ] DIOD: Saved forecast.
[2025-12-18T20:35:55.432287] [INFO ] [main      ] DIOD: Signal=1 (Conf=90.0%), Magnitude=2.93% (Conf=52.8901%)
[2025-12-18T20:35:55.432694] [INFO ] [main      ] Fetching symbol history for ACCO...
[2025-12-18T20:35:55.432749] [DEBUG] [REMOTE    ] ACCO: Fetching historical data.
[2025-12-18T20:35:55.433651] [INFO ] [main      ] Progress: 199/421 forecasts completed (47.3%). DIOD finished in 0.7s. ETA: 37.8s. Rate: 352.28 forecasts/min
[2025-12-18T20:35:55.445063] [DEBUG] [REMOTE    ] ACCO: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:55.446174] [DEBUG] [LOCAL     ] Loaded configuration for ACCO: 9 features, N/A% accuracy
[2025-12-18T20:35:55.446228] [INFO ] [LOCAL     ] ACCO: Loaded 9 optimal features with 55.69% confidence from JSON config
[2025-12-18T20:35:55.446260] [DEBUG] [MAG       ] Building data for symbol: ACCO with lookback: 0
[2025-12-18T20:35:55.447067] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-18T20:35:55.447458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:55.452625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:55.454508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:55.455023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:55.455493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:55.456270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:55.458797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-18T20:35:55.460072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-18T20:35:55.460821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-18T20:35:55.461541] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:55.472725] [DEBUG] [MAG       ] MHK: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:55.505643] [DEBUG] [MAG       ] BLE: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:55.563651] [INFO ] [LOCAL     ] BLE: Saved forecast.
[2025-12-18T20:35:55.563719] [INFO ] [main      ] BLE: Signal=1 (Conf=90.0%), Magnitude=-0.15% (Conf=50.6972%)
[2025-12-18T20:35:55.563890] [INFO ] [main      ] Fetching symbol history for TROX...
[2025-12-18T20:35:55.563938] [DEBUG] [REMOTE    ] TROX: Fetching historical data.
[2025-12-18T20:35:55.565157] [INFO ] [main      ] Progress: 200/421 forecasts completed (47.5%). BLE finished in 0.6s. ETA: 37.6s. Rate: 352.68 forecasts/min
[2025-12-18T20:35:55.563028] [DEBUG] [MAG       ] MRK: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:55.577472] [DEBUG] [REMOTE    ] TROX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:55.578401] [DEBUG] [LOCAL     ] Loaded configuration for TROX: 3 features, N/A% accuracy
[2025-12-18T20:35:55.578465] [INFO ] [LOCAL     ] TROX: Loaded 3 optimal features with 52.66% confidence from JSON config
[2025-12-18T20:35:55.578498] [DEBUG] [MAG       ] Building data for symbol: TROX with lookback: 0
[2025-12-18T20:35:55.579467] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:35:55.579528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:35:55.581231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:35:55.582282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-18T20:35:55.637140] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:55.664520] [INFO ] [LOCAL     ] MRK: Saved forecast.
[2025-12-18T20:35:55.664613] [INFO ] [main      ] MRK: Signal=1 (Conf=90.0%), Magnitude=-0.12% (Conf=53.4824%)
[2025-12-18T20:35:55.664996] [INFO ] [main      ] Fetching symbol history for PLD...
[2025-12-18T20:35:55.665046] [DEBUG] [REMOTE    ] PLD: Fetching historical data.
[2025-12-18T20:35:55.665032] [INFO ] [main      ] Progress: 201/421 forecasts completed (47.7%). MRK finished in 0.6s. ETA: 37.4s. Rate: 353.41 forecasts/min
[2025-12-18T20:35:55.676044] [DEBUG] [REMOTE    ] PLD: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:55.676938] [DEBUG] [LOCAL     ] Loaded configuration for PLD: 5 features, N/A% accuracy
[2025-12-18T20:35:55.676994] [INFO ] [LOCAL     ] PLD: Loaded 5 optimal features with 55.29% confidence from JSON config
[2025-12-18T20:35:55.677026] [DEBUG] [MAG       ] Building data for symbol: PLD with lookback: 0
[2025-12-18T20:35:55.677812] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:55.677886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:55.680280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:35:55.681981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-18T20:35:55.707325] [INFO ] [LOCAL     ] MHK: Saved forecast.
[2025-12-18T20:35:55.707391] [INFO ] [main      ] MHK: Signal=1 (Conf=90.0%), Magnitude=4.20% (Conf=52.596%)
[2025-12-18T20:35:55.707811] [INFO ] [main      ] Progress: 202/421 forecasts completed (48.0%). MHK finished in 0.8s. ETA: 37.0s. Rate: 354.72 forecasts/min
[2025-12-18T20:35:55.707945] [INFO ] [main      ] Fetching symbol history for AEVA...
[2025-12-18T20:35:55.707990] [DEBUG] [REMOTE    ] AEVA: Fetching historical data.
[2025-12-18T20:35:55.719299] [DEBUG] [REMOTE    ] AEVA: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:55.720197] [DEBUG] [LOCAL     ] Loaded configuration for AEVA: 3 features, N/A% accuracy
[2025-12-18T20:35:55.720252] [INFO ] [LOCAL     ] AEVA: Loaded 3 optimal features with 62.53% confidence from JSON config
[2025-12-18T20:35:55.720285] [DEBUG] [MAG       ] Building data for symbol: AEVA with lookback: 0
[2025-12-18T20:35:55.721133] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:35:55.721194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:55.721955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-18T20:35:55.722635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-18T20:35:55.723392] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:55.730264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-18T20:35:55.732322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-18T20:35:55.733526] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:55.803180] [DEBUG] [MAG       ] ACCO: Last date is validated at 2025-12-18
[2025-12-18T20:35:55.969910] [DEBUG] [MAG       ] ACCO: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:55.991731] [DEBUG] [MAG       ] TROX: Last date is validated at 2025-12-18
[2025-12-18T20:35:56.032088] [INFO ] [LOCAL     ] ACCO: Saved forecast.
[2025-12-18T20:35:56.032158] [INFO ] [main      ] ACCO: Signal=1 (Conf=90.0%), Magnitude=0.89% (Conf=55.6902%)
[2025-12-18T20:35:56.032610] [INFO ] [main      ] Fetching symbol history for ERNA...
[2025-12-18T20:35:56.032663] [DEBUG] [REMOTE    ] ERNA: Fetching historical data.
[2025-12-18T20:35:56.032654] [INFO ] [main      ] Progress: 203/421 forecasts completed (48.2%). ACCO finished in 0.6s. ETA: 37.0s. Rate: 353.12 forecasts/min
[2025-12-18T20:35:56.043409] [DEBUG] [REMOTE    ] ERNA: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:56.044283] [DEBUG] [LOCAL     ] Loaded configuration for ERNA: 2 features, N/A% accuracy
[2025-12-18T20:35:56.044348] [INFO ] [LOCAL     ] ERNA: Loaded 2 optimal features with 45.33% confidence from JSON config
[2025-12-18T20:35:56.044390] [DEBUG] [MAG       ] Building data for symbol: ERNA with lookback: 0
[2025-12-18T20:35:56.045347] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:35:56.045408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:56.047957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-18T20:35:56.050485] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:56.068167] [DEBUG] [MAG       ] AEVA: Last date is validated at 2025-12-18
[2025-12-18T20:35:56.088550] [DEBUG] [MAG       ] PLD: Last date is validated at 2025-12-18
[2025-12-18T20:35:56.155553] [DEBUG] [MAG       ] TROX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:56.220955] [INFO ] [LOCAL     ] TROX: Saved forecast.
[2025-12-18T20:35:56.221023] [INFO ] [main      ] TROX: Signal=1 (Conf=90.0%), Magnitude=-3.22% (Conf=52.6574%)
[2025-12-18T20:35:56.221399] [INFO ] [main      ] Fetching symbol history for VTYX...
[2025-12-18T20:35:56.221449] [DEBUG] [REMOTE    ] VTYX: Fetching historical data.
[2025-12-18T20:35:56.222661] [INFO ] [main      ] Progress: 204/421 forecasts completed (48.5%). TROX finished in 0.7s. ETA: 36.9s. Rate: 352.91 forecasts/min
[2025-12-18T20:35:56.233614] [DEBUG] [REMOTE    ] VTYX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:56.234506] [DEBUG] [LOCAL     ] Loaded configuration for VTYX: 6 features, N/A% accuracy
[2025-12-18T20:35:56.234556] [INFO ] [LOCAL     ] VTYX: Loaded 6 optimal features with 50.84% confidence from JSON config
[2025-12-18T20:35:56.234606] [DEBUG] [MAG       ] Building data for symbol: VTYX with lookback: 0
[2025-12-18T20:35:56.234850] [DEBUG] [MAG       ] AEVA: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:56.235380] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:35:56.235440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:56.240176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:56.241154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:35:56.242800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-18T20:35:56.243914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-18T20:35:56.245222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-18T20:35:56.250899] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:56.262174] [DEBUG] [MAG       ] PLD: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:56.322807] [INFO ] [LOCAL     ] AEVA: Saved forecast.
[2025-12-18T20:35:56.322873] [INFO ] [main      ] AEVA: Signal=1 (Conf=90.0%), Magnitude=-1.47% (Conf=62.5283%)
[2025-12-18T20:35:56.323031] [INFO ] [main      ] Fetching symbol history for SREA...
[2025-12-18T20:35:56.323073] [DEBUG] [REMOTE    ] SREA: Fetching historical data.
[2025-12-18T20:35:56.323838] [INFO ] [main      ] Progress: 205/421 forecasts completed (48.7%). AEVA finished in 0.6s. ETA: 36.7s. Rate: 353.61 forecasts/min
[2025-12-18T20:35:56.333913] [DEBUG] [REMOTE    ] SREA: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:56.335023] [DEBUG] [LOCAL     ] Loaded configuration for SREA: 1 features, N/A% accuracy
[2025-12-18T20:35:56.335075] [INFO ] [LOCAL     ] SREA: Loaded 1 optimal features with 48.66% confidence from JSON config
[2025-12-18T20:35:56.335106] [DEBUG] [MAG       ] Building data for symbol: SREA with lookback: 0
[2025-12-18T20:35:56.335905] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-18T20:35:56.335964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:56.340823] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:56.384702] [INFO ] [LOCAL     ] PLD: Saved forecast.
[2025-12-18T20:35:56.384793] [INFO ] [main      ] PLD: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=55.2883%)
[2025-12-18T20:35:56.385154] [INFO ] [main      ] Fetching symbol history for EBC...
[2025-12-18T20:35:56.385208] [DEBUG] [REMOTE    ] EBC: Fetching historical data.
[2025-12-18T20:35:56.385649] [INFO ] [main      ] Progress: 206/421 forecasts completed (48.9%). PLD finished in 0.7s. ETA: 36.4s. Rate: 354.71 forecasts/min
[2025-12-18T20:35:56.390641] [DEBUG] [MAG       ] ERNA: Last date is validated at 2025-12-18
[2025-12-18T20:35:56.397094] [DEBUG] [REMOTE    ] EBC: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:56.398036] [DEBUG] [LOCAL     ] Loaded configuration for EBC: 5 features, N/A% accuracy
[2025-12-18T20:35:56.398089] [INFO ] [LOCAL     ] EBC: Loaded 5 optimal features with 66.01% confidence from JSON config
[2025-12-18T20:35:56.398129] [DEBUG] [MAG       ] Building data for symbol: EBC with lookback: 0
[2025-12-18T20:35:56.399026] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:56.399095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:56.400046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-18T20:35:56.523522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:35:56.524922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-18T20:35:56.529978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-18T20:35:56.533563] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:56.562603] [DEBUG] [MAG       ] ERNA: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:56.609387] [DEBUG] [MAG       ] VTYX: Last date is validated at 2025-12-18
[2025-12-18T20:35:56.645634] [INFO ] [LOCAL     ] ERNA: Saved forecast.
[2025-12-18T20:35:56.645706] [INFO ] [main      ] ERNA: Signal=1 (Conf=90.0%), Magnitude=-1.79% (Conf=45.3251%)
[2025-12-18T20:35:56.646154] [INFO ] [main      ] Fetching symbol history for OPAL...
[2025-12-18T20:35:56.646207] [DEBUG] [REMOTE    ] OPAL: Fetching historical data.
[2025-12-18T20:35:56.646657] [INFO ] [main      ] Progress: 207/421 forecasts completed (49.2%). ERNA finished in 0.6s. ETA: 36.3s. Rate: 353.78 forecasts/min
[2025-12-18T20:35:56.657324] [DEBUG] [REMOTE    ] OPAL: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:56.658489] [DEBUG] [LOCAL     ] Loaded configuration for OPAL: 5 features, N/A% accuracy
[2025-12-18T20:35:56.658546] [INFO ] [LOCAL     ] OPAL: Loaded 5 optimal features with 45.32% confidence from JSON config
[2025-12-18T20:35:56.658613] [DEBUG] [MAG       ] Building data for symbol: OPAL with lookback: 0
[2025-12-18T20:35:56.659489] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:56.659553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:56.664625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:56.666508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:56.667077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:56.667481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-18T20:35:56.668204] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:56.673768] [DEBUG] [MAG       ] SREA: Last date is validated at 2025-12-18
[2025-12-18T20:35:56.775740] [DEBUG] [MAG       ] VTYX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:56.838773] [DEBUG] [MAG       ] SREA: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:56.854836] [INFO ] [LOCAL     ] VTYX: Saved forecast.
[2025-12-18T20:35:56.854914] [INFO ] [main      ] VTYX: Signal=1 (Conf=90.0%), Magnitude=-2.70% (Conf=50.8446%)
[2025-12-18T20:35:56.855116] [INFO ] [main      ] Fetching symbol history for CSQ...
[2025-12-18T20:35:56.855177] [DEBUG] [REMOTE    ] CSQ: Fetching historical data.
[2025-12-18T20:35:56.856674] [INFO ] [main      ] Progress: 208/421 forecasts completed (49.4%). VTYX finished in 0.6s. ETA: 36.2s. Rate: 353.37 forecasts/min
[2025-12-18T20:35:56.868797] [DEBUG] [REMOTE    ] CSQ: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:56.869873] [DEBUG] [LOCAL     ] Loaded configuration for CSQ: 4 features, N/A% accuracy
[2025-12-18T20:35:56.869932] [INFO ] [LOCAL     ] CSQ: Loaded 4 optimal features with 46.27% confidence from JSON config
[2025-12-18T20:35:56.869966] [DEBUG] [MAG       ] Building data for symbol: CSQ with lookback: 0
[2025-12-18T20:35:56.870831] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:35:56.870906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:56.872812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:56.873383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:56.874340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-18T20:35:56.875543] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:56.897681] [INFO ] [LOCAL     ] SREA: Saved forecast.
[2025-12-18T20:35:56.897748] [INFO ] [main      ] SREA: Signal=1 (Conf=90.0%), Magnitude=0.95% (Conf=48.6559%)
[2025-12-18T20:35:56.898108] [INFO ] [main      ] Progress: 209/421 forecasts completed (49.6%). SREA finished in 0.6s. ETA: 35.9s. Rate: 354.66 forecasts/min
[2025-12-18T20:35:56.898233] [INFO ] [main      ] Fetching symbol history for HYMC...
[2025-12-18T20:35:56.898275] [DEBUG] [REMOTE    ] HYMC: Fetching historical data.
[2025-12-18T20:35:56.899777] [DEBUG] [MAG       ] EBC: Last date is validated at 2025-12-18
[2025-12-18T20:35:56.909243] [DEBUG] [REMOTE    ] HYMC: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:56.910121] [DEBUG] [LOCAL     ] Loaded configuration for HYMC: 4 features, N/A% accuracy
[2025-12-18T20:35:56.910173] [INFO ] [LOCAL     ] HYMC: Loaded 4 optimal features with 54.38% confidence from JSON config
[2025-12-18T20:35:56.910205] [DEBUG] [MAG       ] Building data for symbol: HYMC with lookback: 0
[2025-12-18T20:35:56.910997] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:35:56.911056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:56.912759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:56.913284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:56.913752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-18T20:35:56.914450] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:57.030133] [DEBUG] [MAG       ] OPAL: Last date is validated at 2025-12-18
[2025-12-18T20:35:57.083959] [DEBUG] [MAG       ] EBC: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:57.156169] [INFO ] [LOCAL     ] EBC: Saved forecast.
[2025-12-18T20:35:57.156237] [INFO ] [main      ] EBC: Signal=1 (Conf=90.0%), Magnitude=0.40% (Conf=66.006%)
[2025-12-18T20:35:57.156419] [INFO ] [main      ] Fetching symbol history for PEN...
[2025-12-18T20:35:57.156466] [DEBUG] [REMOTE    ] PEN: Fetching historical data.
[2025-12-18T20:35:57.156920] [INFO ] [main      ] Progress: 210/421 forecasts completed (49.9%). EBC finished in 0.8s. ETA: 35.8s. Rate: 353.76 forecasts/min
[2025-12-18T20:35:57.167464] [DEBUG] [REMOTE    ] PEN: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:57.168383] [DEBUG] [LOCAL     ] Loaded configuration for PEN: 5 features, N/A% accuracy
[2025-12-18T20:35:57.168442] [INFO ] [LOCAL     ] PEN: Loaded 5 optimal features with 60.63% confidence from JSON config
[2025-12-18T20:35:57.168475] [DEBUG] [MAG       ] Building data for symbol: PEN with lookback: 0
[2025-12-18T20:35:57.169333] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:57.169397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:57.174453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:57.177206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:35:57.178044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-18T20:35:57.179170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-18T20:35:57.182053] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:57.201651] [DEBUG] [MAG       ] OPAL: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:57.237355] [DEBUG] [MAG       ] CSQ: Last date is validated at 2025-12-18
[2025-12-18T20:35:57.259480] [INFO ] [LOCAL     ] OPAL: Saved forecast.
[2025-12-18T20:35:57.259551] [INFO ] [main      ] OPAL: Signal=1 (Conf=90.0%), Magnitude=0.30% (Conf=45.3159%)
[2025-12-18T20:35:57.259944] [INFO ] [main      ] Fetching symbol history for BFS...
[2025-12-18T20:35:57.259998] [DEBUG] [REMOTE    ] BFS: Fetching historical data.
[2025-12-18T20:35:57.260675] [INFO ] [main      ] Progress: 211/421 forecasts completed (50.1%). OPAL finished in 0.6s. ETA: 35.6s. Rate: 354.42 forecasts/min
[2025-12-18T20:35:57.261095] [DEBUG] [MAG       ] HYMC: Last date is validated at 2025-12-18
[2025-12-18T20:35:57.272170] [DEBUG] [REMOTE    ] BFS: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:57.273080] [DEBUG] [LOCAL     ] Loaded configuration for BFS: 3 features, N/A% accuracy
[2025-12-18T20:35:57.273131] [INFO ] [LOCAL     ] BFS: Loaded 3 optimal features with 62.67% confidence from JSON config
[2025-12-18T20:35:57.273161] [DEBUG] [MAG       ] Building data for symbol: BFS with lookback: 0
[2025-12-18T20:35:57.273943] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:35:57.274002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:57.278702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:35:57.280027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-18T20:35:57.280679] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:57.415451] [DEBUG] [MAG       ] CSQ: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:57.437469] [DEBUG] [MAG       ] HYMC: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:57.480465] [INFO ] [LOCAL     ] CSQ: Saved forecast.
[2025-12-18T20:35:57.480535] [INFO ] [main      ] CSQ: Signal=1 (Conf=90.0%), Magnitude=2.02% (Conf=46.2726%)
[2025-12-18T20:35:57.480728] [INFO ] [main      ] Fetching symbol history for ARCC...
[2025-12-18T20:35:57.480781] [DEBUG] [REMOTE    ] ARCC: Fetching historical data.
[2025-12-18T20:35:57.481970] [INFO ] [main      ] Progress: 212/421 forecasts completed (50.4%). CSQ finished in 0.6s. ETA: 35.4s. Rate: 353.90 forecasts/min
[2025-12-18T20:35:57.493545] [DEBUG] [REMOTE    ] ARCC: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:57.494460] [DEBUG] [LOCAL     ] Loaded configuration for ARCC: 6 features, N/A% accuracy
[2025-12-18T20:35:57.494517] [INFO ] [LOCAL     ] ARCC: Loaded 6 optimal features with 55.11% confidence from JSON config
[2025-12-18T20:35:57.494559] [DEBUG] [MAG       ] Building data for symbol: ARCC with lookback: 0
[2025-12-18T20:35:57.495528] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:35:57.495620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:57.497517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:57.498184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:57.498642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:57.499111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-18T20:35:57.500313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-18T20:35:57.502343] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:57.507971] [INFO ] [LOCAL     ] HYMC: Saved forecast.
[2025-12-18T20:35:57.508039] [INFO ] [main      ] HYMC: Signal=1 (Conf=90.0%), Magnitude=0.11% (Conf=54.3835%)
[2025-12-18T20:35:57.508765] [INFO ] [main      ] Progress: 213/421 forecasts completed (50.6%). HYMC finished in 0.6s. ETA: 35.1s. Rate: 355.31 forecasts/min
[2025-12-18T20:35:57.508891] [INFO ] [main      ] Fetching symbol history for BEP...
[2025-12-18T20:35:57.508934] [DEBUG] [REMOTE    ] BEP: Fetching historical data.
[2025-12-18T20:35:57.520028] [DEBUG] [REMOTE    ] BEP: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:57.520865] [DEBUG] [LOCAL     ] Loaded configuration for BEP: 5 features, N/A% accuracy
[2025-12-18T20:35:57.520918] [INFO ] [LOCAL     ] BEP: Loaded 5 optimal features with 43.13% confidence from JSON config
[2025-12-18T20:35:57.520950] [DEBUG] [MAG       ] Building data for symbol: BEP with lookback: 0
[2025-12-18T20:35:57.521771] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:57.521833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:57.523552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:57.524104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:57.524548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:57.525365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-18T20:35:57.527188] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:57.542855] [DEBUG] [MAG       ] PEN: Last date is validated at 2025-12-18
[2025-12-18T20:35:57.617788] [DEBUG] [MAG       ] BFS: Last date is validated at 2025-12-18
[2025-12-18T20:35:57.722974] [DEBUG] [MAG       ] PEN: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:57.794800] [DEBUG] [MAG       ] BFS: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:57.863760] [INFO ] [LOCAL     ] BFS: Saved forecast.
[2025-12-18T20:35:57.863827] [INFO ] [main      ] BFS: Signal=1 (Conf=90.0%), Magnitude=0.31% (Conf=62.6656%)
[2025-12-18T20:35:57.864258] [INFO ] [main      ] Fetching symbol history for NEM...
[2025-12-18T20:35:57.864308] [DEBUG] [REMOTE    ] NEM: Fetching historical data.
[2025-12-18T20:35:57.864666] [INFO ] [main      ] Progress: 214/421 forecasts completed (50.8%). BFS finished in 0.6s. ETA: 35.1s. Rate: 353.48 forecasts/min
[2025-12-18T20:35:57.868416] [DEBUG] [MAG       ] ARCC: Last date is validated at 2025-12-18
[2025-12-18T20:35:57.873164] [INFO ] [LOCAL     ] PEN: Saved forecast.
[2025-12-18T20:35:57.873234] [INFO ] [main      ] PEN: Signal=1 (Conf=90.0%), Magnitude=-2.67% (Conf=60.6254%)
[2025-12-18T20:35:57.873413] [INFO ] [main      ] Fetching symbol history for PEB...
[2025-12-18T20:35:57.873462] [DEBUG] [REMOTE    ] PEB: Fetching historical data.
[2025-12-18T20:35:57.874111] [INFO ] [main      ] Progress: 215/421 forecasts completed (51.1%). PEN finished in 0.7s. ETA: 34.8s. Rate: 355.04 forecasts/min
[2025-12-18T20:35:57.874046] [DEBUG] [MAG       ] BEP: Last date is validated at 2025-12-18
[2025-12-18T20:35:57.875835] [DEBUG] [REMOTE    ] NEM: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:57.877541] [DEBUG] [LOCAL     ] Loaded configuration for NEM: 8 features, N/A% accuracy
[2025-12-18T20:35:57.877607] [INFO ] [LOCAL     ] NEM: Loaded 8 optimal features with 60.77% confidence from JSON config
[2025-12-18T20:35:57.877639] [DEBUG] [MAG       ] Building data for symbol: NEM with lookback: 0
[2025-12-18T20:35:57.878548] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-18T20:35:57.878627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:57.880337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:57.880889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:57.881287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:57.882060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-18T20:35:57.882857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-18T20:35:57.884593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-18T20:35:57.886035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-18T20:35:57.886292] [DEBUG] [REMOTE    ] PEB: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:57.887150] [DEBUG] [LOCAL     ] Loaded configuration for PEB: 5 features, N/A% accuracy
[2025-12-18T20:35:57.887211] [INFO ] [LOCAL     ] PEB: Loaded 5 optimal features with 47.69% confidence from JSON config
[2025-12-18T20:35:57.887244] [DEBUG] [MAG       ] Building data for symbol: PEB with lookback: 0
[2025-12-18T20:35:57.887264] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:57.888139] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:57.888206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:57.889158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-18T20:35:57.891657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-18T20:35:57.894768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-18T20:35:57.896882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-18T20:35:57.897715] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:58.043080] [DEBUG] [MAG       ] BEP: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:58.051646] [DEBUG] [MAG       ] ARCC: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:58.112977] [INFO ] [LOCAL     ] BEP: Saved forecast.
[2025-12-18T20:35:58.113043] [INFO ] [main      ] BEP: Signal=1 (Conf=90.0%), Magnitude=1.20% (Conf=43.1255%)
[2025-12-18T20:35:58.113388] [INFO ] [main      ] Progress: 216/421 forecasts completed (51.3%). BEP finished in 0.6s. ETA: 34.7s. Rate: 354.36 forecasts/min
[2025-12-18T20:35:58.113511] [INFO ] [main      ] Fetching symbol history for VRTX...
[2025-12-18T20:35:58.113553] [DEBUG] [REMOTE    ] VRTX: Fetching historical data.
[2025-12-18T20:35:58.122686] [INFO ] [LOCAL     ] ARCC: Saved forecast.
[2025-12-18T20:35:58.122756] [INFO ] [main      ] ARCC: Signal=1 (Conf=90.0%), Magnitude=-0.63% (Conf=55.1053%)
[2025-12-18T20:35:58.122923] [INFO ] [main      ] Fetching symbol history for LEVI...
[2025-12-18T20:35:58.122967] [DEBUG] [REMOTE    ] LEVI: Fetching historical data.
[2025-12-18T20:35:58.123789] [INFO ] [main      ] Progress: 217/421 forecasts completed (51.5%). ARCC finished in 0.6s. ETA: 34.4s. Rate: 355.89 forecasts/min
[2025-12-18T20:35:58.124911] [DEBUG] [REMOTE    ] VRTX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:58.125829] [DEBUG] [LOCAL     ] Loaded configuration for VRTX: 6 features, N/A% accuracy
[2025-12-18T20:35:58.125879] [INFO ] [LOCAL     ] VRTX: Loaded 6 optimal features with 51.72% confidence from JSON config
[2025-12-18T20:35:58.125909] [DEBUG] [MAG       ] Building data for symbol: VRTX with lookback: 0
[2025-12-18T20:35:58.126688] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:35:58.126747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:58.128408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:58.128928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:58.129371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:58.130167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:58.132504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:35:58.134172] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:58.135537] [DEBUG] [REMOTE    ] LEVI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:58.136423] [DEBUG] [LOCAL     ] Loaded configuration for LEVI: 14 features, N/A% accuracy
[2025-12-18T20:35:58.136475] [INFO ] [LOCAL     ] LEVI: Loaded 14 optimal features with 60.36% confidence from JSON config
[2025-12-18T20:35:58.136507] [DEBUG] [MAG       ] Building data for symbol: LEVI with lookback: 0
[2025-12-18T20:35:58.137347] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2025-12-18T20:35:58.137415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:58.142452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:58.144532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:58.145096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:58.145503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:35:58.146269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-18T20:35:58.146921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-18T20:35:58.148095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:58.148547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-18T20:35:58.149666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-18T20:35:58.151344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-18T20:35:58.152386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-18T20:35:58.153111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-18T20:35:58.154262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-18T20:35:58.156290] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:58.235102] [DEBUG] [MAG       ] NEM: Last date is validated at 2025-12-18
[2025-12-18T20:35:58.269183] [DEBUG] [MAG       ] PEB: Last date is validated at 2025-12-18
[2025-12-18T20:35:58.412793] [DEBUG] [MAG       ] NEM: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:58.448797] [DEBUG] [MAG       ] PEB: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:58.484270] [DEBUG] [MAG       ] VRTX: Last date is validated at 2025-12-18
[2025-12-18T20:35:58.525273] [INFO ] [LOCAL     ] PEB: Saved forecast.
[2025-12-18T20:35:58.525346] [INFO ] [main      ] PEB: Signal=1 (Conf=90.0%), Magnitude=0.85% (Conf=47.6917%)
[2025-12-18T20:35:58.525778] [INFO ] [main      ] Fetching symbol history for QQQI...
[2025-12-18T20:35:58.525778] [INFO ] [LOCAL     ] NEM: Saved forecast.
[2025-12-18T20:35:58.525841] [DEBUG] [REMOTE    ] QQQI: Fetching historical data.
[2025-12-18T20:35:58.525848] [INFO ] [main      ] NEM: Signal=1 (Conf=90.0%), Magnitude=0.76% (Conf=60.7726%)
[2025-12-18T20:35:58.526314] [INFO ] [main      ] Fetching symbol history for BLK...
[2025-12-18T20:35:58.526365] [DEBUG] [REMOTE    ] BLK: Fetching historical data.
[2025-12-18T20:35:58.526681] [INFO ] [main      ] Progress: 218/421 forecasts completed (51.8%). PEB finished in 0.7s. ETA: 34.4s. Rate: 353.64 forecasts/min
[2025-12-18T20:35:58.526809] [INFO ] [main      ] Progress: 219/421 forecasts completed (52.0%). NEM finished in 0.7s. ETA: 34.1s. Rate: 355.26 forecasts/min
[2025-12-18T20:35:58.527542] [DEBUG] [MAG       ] LEVI: Last date is validated at 2025-12-18
[2025-12-18T20:35:58.537652] [DEBUG] [REMOTE    ] BLK: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:58.537682] [DEBUG] [REMOTE    ] QQQI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:58.538667] [DEBUG] [LOCAL     ] Loaded configuration for BLK: 1 features, N/A% accuracy
[2025-12-18T20:35:58.538725] [INFO ] [LOCAL     ] BLK: Loaded 1 optimal features with 57.98% confidence from JSON config
[2025-12-18T20:35:58.538756] [DEBUG] [MAG       ] Building data for symbol: BLK with lookback: 0
[2025-12-18T20:35:58.538742] [DEBUG] [LOCAL     ] Loaded configuration for QQQI: 6 features, N/A% accuracy
[2025-12-18T20:35:58.538797] [INFO ] [LOCAL     ] QQQI: Loaded 6 optimal features with 48.26% confidence from JSON config
[2025-12-18T20:35:58.538834] [DEBUG] [MAG       ] Building data for symbol: QQQI with lookback: 0
[2025-12-18T20:35:58.539634] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-18T20:35:58.539697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:58.539724] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:35:58.539811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:58.544668] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:58.545232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:58.547150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:58.547756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:58.548207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:58.550826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-18T20:35:58.551935] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:58.658151] [DEBUG] [MAG       ] VRTX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:58.704279] [DEBUG] [MAG       ] LEVI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:58.788629] [INFO ] [LOCAL     ] LEVI: Saved forecast.
[2025-12-18T20:35:58.788697] [INFO ] [main      ] LEVI: Signal=1 (Conf=90.0%), Magnitude=1.64% (Conf=60.3632%)
[2025-12-18T20:35:58.789099] [INFO ] [main      ] Fetching symbol history for MBIN...
[2025-12-18T20:35:58.789160] [DEBUG] [REMOTE    ] MBIN: Fetching historical data.
[2025-12-18T20:35:58.789144] [INFO ] [main      ] Progress: 220/421 forecasts completed (52.3%). LEVI finished in 0.7s. ETA: 34.0s. Rate: 354.37 forecasts/min
[2025-12-18T20:35:58.800719] [DEBUG] [REMOTE    ] MBIN: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:58.801531] [DEBUG] [LOCAL     ] Loaded configuration for MBIN: 2 features, N/A% accuracy
[2025-12-18T20:35:58.801599] [INFO ] [LOCAL     ] MBIN: Loaded 2 optimal features with 55.12% confidence from JSON config
[2025-12-18T20:35:58.801632] [DEBUG] [MAG       ] Building data for symbol: MBIN with lookback: 0
[2025-12-18T20:35:58.802406] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:35:58.802465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:35:58.803224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:35:58.819683] [INFO ] [LOCAL     ] VRTX: Saved forecast.
[2025-12-18T20:35:58.819757] [INFO ] [main      ] VRTX: Signal=1 (Conf=90.0%), Magnitude=-1.45% (Conf=51.7231%)
[2025-12-18T20:35:58.819925] [INFO ] [main      ] Fetching symbol history for SITM...
[2025-12-18T20:35:58.819969] [DEBUG] [REMOTE    ] SITM: Fetching historical data.
[2025-12-18T20:35:58.820848] [INFO ] [main      ] Progress: 221/421 forecasts completed (52.5%). VRTX finished in 0.7s. ETA: 33.7s. Rate: 355.68 forecasts/min
[2025-12-18T20:35:58.832136] [DEBUG] [REMOTE    ] SITM: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:58.832972] [DEBUG] [LOCAL     ] Loaded configuration for SITM: 4 features, N/A% accuracy
[2025-12-18T20:35:58.833029] [INFO ] [LOCAL     ] SITM: Loaded 4 optimal features with 50.76% confidence from JSON config
[2025-12-18T20:35:58.833061] [DEBUG] [MAG       ] Building data for symbol: SITM with lookback: 0
[2025-12-18T20:35:58.833907] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:35:58.833979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:58.835729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:58.836249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:58.838741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-18T20:35:58.840401] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:58.842611] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:58.893173] [DEBUG] [MAG       ] QQQI: Last date is validated at 2025-12-18
[2025-12-18T20:35:58.894320] [DEBUG] [MAG       ] BLK: Last date is validated at 2025-12-18
[2025-12-18T20:35:59.059069] [DEBUG] [MAG       ] QQQI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:59.070882] [DEBUG] [MAG       ] BLK: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:59.135123] [INFO ] [LOCAL     ] QQQI: Saved forecast.
[2025-12-18T20:35:59.135189] [INFO ] [main      ] QQQI: Signal=1 (Conf=90.0%), Magnitude=-0.23% (Conf=48.2582%)
[2025-12-18T20:35:59.135527] [INFO ] [main      ] Fetching symbol history for ARCO...
[2025-12-18T20:35:59.135597] [DEBUG] [REMOTE    ] ARCO: Fetching historical data.
[2025-12-18T20:35:59.135659] [INFO ] [main      ] Progress: 222/421 forecasts completed (52.7%). QQQI finished in 0.6s. ETA: 33.7s. Rate: 354.30 forecasts/min
[2025-12-18T20:35:59.146057] [DEBUG] [REMOTE    ] ARCO: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:59.146857] [DEBUG] [LOCAL     ] Loaded configuration for ARCO: 7 features, N/A% accuracy
[2025-12-18T20:35:59.146907] [INFO ] [LOCAL     ] ARCO: Loaded 7 optimal features with 55.72% confidence from JSON config
[2025-12-18T20:35:59.146939] [DEBUG] [MAG       ] Building data for symbol: ARCO with lookback: 0
[2025-12-18T20:35:59.147717] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-18T20:35:59.147779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:59.152499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:35:59.154201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:35:59.176243] [DEBUG] [MAG       ] MBIN: Last date is validated at 2025-12-18
[2025-12-18T20:35:59.192217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:35:59.193451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-18T20:35:59.196077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-18T20:35:59.198077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-18T20:35:59.199443] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:59.207833] [DEBUG] [MAG       ] SITM: Last date is validated at 2025-12-18
[2025-12-18T20:35:59.253051] [INFO ] [LOCAL     ] BLK: Saved forecast.
[2025-12-18T20:35:59.253124] [INFO ] [main      ] BLK: Signal=1 (Conf=90.0%), Magnitude=-1.94% (Conf=57.9848%)
[2025-12-18T20:35:59.253287] [INFO ] [main      ] Fetching symbol history for ONDS...
[2025-12-18T20:35:59.253332] [DEBUG] [REMOTE    ] ONDS: Fetching historical data.
[2025-12-18T20:35:59.254661] [INFO ] [main      ] Progress: 223/421 forecasts completed (53.0%). BLK finished in 0.7s. ETA: 33.5s. Rate: 354.77 forecasts/min
[2025-12-18T20:35:59.264241] [DEBUG] [REMOTE    ] ONDS: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:59.265101] [DEBUG] [LOCAL     ] Loaded configuration for ONDS: 5 features, N/A% accuracy
[2025-12-18T20:35:59.265152] [INFO ] [LOCAL     ] ONDS: Loaded 5 optimal features with 54.01% confidence from JSON config
[2025-12-18T20:35:59.265184] [DEBUG] [MAG       ] Building data for symbol: ONDS with lookback: 0
[2025-12-18T20:35:59.265985] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:59.266045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:35:59.271032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:35:59.271892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:35:59.273120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-18T20:35:59.275536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:59.277361] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:59.343736] [DEBUG] [MAG       ] MBIN: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:59.396745] [DEBUG] [MAG       ] SITM: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:59.426613] [INFO ] [LOCAL     ] MBIN: Saved forecast.
[2025-12-18T20:35:59.426680] [INFO ] [main      ] MBIN: Signal=1 (Conf=90.0%), Magnitude=1.46% (Conf=55.1157%)
[2025-12-18T20:35:59.426837] [INFO ] [main      ] Fetching symbol history for AMPG...
[2025-12-18T20:35:59.426880] [DEBUG] [REMOTE    ] AMPG: Fetching historical data.
[2025-12-18T20:35:59.427908] [INFO ] [main      ] Progress: 224/421 forecasts completed (53.2%). MBIN finished in 0.6s. ETA: 33.3s. Rate: 354.73 forecasts/min
[2025-12-18T20:35:59.438500] [DEBUG] [REMOTE    ] AMPG: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:59.442866] [DEBUG] [LOCAL     ] Loaded configuration for AMPG: 1 features, N/A% accuracy
[2025-12-18T20:35:59.442925] [INFO ] [LOCAL     ] AMPG: Loaded 1 optimal features with 47.95% confidence from JSON config
[2025-12-18T20:35:59.442959] [DEBUG] [MAG       ] Building data for symbol: AMPG with lookback: 0
[2025-12-18T20:35:59.443777] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-18T20:35:59.443845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-18T20:35:59.444923] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:59.532723] [DEBUG] [MAG       ] ARCO: Last date is validated at 2025-12-18
[2025-12-18T20:35:59.569911] [INFO ] [LOCAL     ] SITM: Saved forecast.
[2025-12-18T20:35:59.569994] [INFO ] [main      ] SITM: Signal=1 (Conf=90.0%), Magnitude=2.40% (Conf=50.7586%)
[2025-12-18T20:35:59.570382] [INFO ] [main      ] Progress: 225/421 forecasts completed (53.4%). SITM finished in 0.7s. ETA: 33.1s. Rate: 354.98 forecasts/min
[2025-12-18T20:35:59.570519] [INFO ] [main      ] Fetching symbol history for IGSB...
[2025-12-18T20:35:59.570565] [DEBUG] [REMOTE    ] IGSB: Fetching historical data.
[2025-12-18T20:35:59.581733] [DEBUG] [REMOTE    ] IGSB: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:59.582825] [DEBUG] [LOCAL     ] Loaded configuration for IGSB: 5 features, N/A% accuracy
[2025-12-18T20:35:59.582880] [INFO ] [LOCAL     ] IGSB: Loaded 5 optimal features with 25.76% confidence from JSON config
[2025-12-18T20:35:59.582912] [DEBUG] [MAG       ] Building data for symbol: IGSB with lookback: 0
[2025-12-18T20:35:59.583746] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:35:59.583819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:59.585611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:59.586135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:59.586534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:35:59.626142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-18T20:35:59.626898] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:59.626873] [DEBUG] [MAG       ] ONDS: Last date is validated at 2025-12-18
[2025-12-18T20:35:59.704559] [DEBUG] [MAG       ] ARCO: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:59.773196] [INFO ] [LOCAL     ] ARCO: Saved forecast.
[2025-12-18T20:35:59.773274] [INFO ] [main      ] ARCO: Signal=1 (Conf=90.0%), Magnitude=-2.62% (Conf=55.7169%)
[2025-12-18T20:35:59.773675] [INFO ] [main      ] Fetching symbol history for COTY...
[2025-12-18T20:35:59.773727] [DEBUG] [REMOTE    ] COTY: Fetching historical data.
[2025-12-18T20:35:59.774650] [INFO ] [main      ] Progress: 226/421 forecasts completed (53.7%). ARCO finished in 0.6s. ETA: 33.0s. Rate: 354.65 forecasts/min
[2025-12-18T20:35:59.784258] [DEBUG] [REMOTE    ] COTY: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:59.785137] [DEBUG] [LOCAL     ] Loaded configuration for COTY: 6 features, N/A% accuracy
[2025-12-18T20:35:59.785187] [INFO ] [LOCAL     ] COTY: Loaded 6 optimal features with 59.94% confidence from JSON config
[2025-12-18T20:35:59.785217] [DEBUG] [MAG       ] Building data for symbol: COTY with lookback: 0
[2025-12-18T20:35:59.785510] [DEBUG] [MAG       ] AMPG: Last date is validated at 2025-12-18
[2025-12-18T20:35:59.785993] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:35:59.786059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:59.787746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:35:59.788259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:59.788717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:35:59.789145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:59.790055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:35:59.792366] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:59.799887] [DEBUG] [MAG       ] ONDS: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:59.874675] [INFO ] [LOCAL     ] ONDS: Saved forecast.
[2025-12-18T20:35:59.874753] [INFO ] [main      ] ONDS: Signal=1 (Conf=90.0%), Magnitude=0.65% (Conf=54.0059%)
[2025-12-18T20:35:59.875335] [INFO ] [main      ] Fetching symbol history for HTD...
[2025-12-18T20:35:59.875386] [DEBUG] [REMOTE    ] HTD: Fetching historical data.
[2025-12-18T20:35:59.876652] [INFO ] [main      ] Progress: 227/421 forecasts completed (53.9%). ONDS finished in 0.6s. ETA: 32.8s. Rate: 355.27 forecasts/min
[2025-12-18T20:35:59.887926] [DEBUG] [REMOTE    ] HTD: Successfully parsed 300 rows of historical data.
[2025-12-18T20:35:59.888889] [DEBUG] [LOCAL     ] Loaded configuration for HTD: 3 features, N/A% accuracy
[2025-12-18T20:35:59.888946] [INFO ] [LOCAL     ] HTD: Loaded 3 optimal features with 46.35% confidence from JSON config
[2025-12-18T20:35:59.888978] [DEBUG] [MAG       ] Building data for symbol: HTD with lookback: 0
[2025-12-18T20:35:59.889828] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:35:59.889888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:35:59.891792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:35:59.892498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:35:59.893426] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:35:59.954489] [DEBUG] [MAG       ] AMPG: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:35:59.979643] [DEBUG] [MAG       ] IGSB: Last date is validated at 2025-12-18
[2025-12-18T20:36:00.017023] [INFO ] [LOCAL     ] AMPG: Saved forecast.
[2025-12-18T20:36:00.017091] [INFO ] [main      ] AMPG: Signal=1 (Conf=90.0%), Magnitude=5.58% (Conf=47.9484%)
[2025-12-18T20:36:00.017532] [INFO ] [main      ] Fetching symbol history for CGEN...
[2025-12-18T20:36:00.017600] [DEBUG] [REMOTE    ] CGEN: Fetching historical data.
[2025-12-18T20:36:00.017678] [INFO ] [main      ] Progress: 228/421 forecasts completed (54.2%). AMPG finished in 0.6s. ETA: 32.6s. Rate: 355.53 forecasts/min
[2025-12-18T20:36:00.031067] [DEBUG] [REMOTE    ] CGEN: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:00.032059] [DEBUG] [LOCAL     ] Loaded configuration for CGEN: 5 features, N/A% accuracy
[2025-12-18T20:36:00.032113] [INFO ] [LOCAL     ] CGEN: Loaded 5 optimal features with 61.48% confidence from JSON config
[2025-12-18T20:36:00.032145] [DEBUG] [MAG       ] Building data for symbol: CGEN with lookback: 0
[2025-12-18T20:36:00.032964] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:36:00.033024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:00.034857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:00.035373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:00.035797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:36:00.037166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-18T20:36:00.110033] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:00.139881] [DEBUG] [MAG       ] COTY: Last date is validated at 2025-12-18
[2025-12-18T20:36:00.166097] [DEBUG] [MAG       ] IGSB: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:00.224736] [INFO ] [LOCAL     ] IGSB: Saved forecast.
[2025-12-18T20:36:00.224809] [INFO ] [main      ] IGSB: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=25.7641%)
[2025-12-18T20:36:00.225230] [INFO ] [main      ] Progress: 229/421 forecasts completed (54.4%). IGSB finished in 0.7s. ETA: 32.4s. Rate: 355.17 forecasts/min
[2025-12-18T20:36:00.225496] [INFO ] [main      ] Fetching symbol history for PHIN...
[2025-12-18T20:36:00.225545] [DEBUG] [REMOTE    ] PHIN: Fetching historical data.
[2025-12-18T20:36:00.237062] [DEBUG] [REMOTE    ] PHIN: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:00.237849] [DEBUG] [LOCAL     ] Loaded configuration for PHIN: 5 features, N/A% accuracy
[2025-12-18T20:36:00.237901] [INFO ] [LOCAL     ] PHIN: Loaded 5 optimal features with 72.32% confidence from JSON config
[2025-12-18T20:36:00.237932] [DEBUG] [MAG       ] Building data for symbol: PHIN with lookback: 0
[2025-12-18T20:36:00.238752] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:36:00.238812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:00.243747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:36:00.246377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:36:00.247772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-18T20:36:00.249810] [DEBUG] [MAG       ] HTD: Last date is validated at 2025-12-18
[2025-12-18T20:36:00.250563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-18T20:36:00.256797] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:00.310328] [DEBUG] [MAG       ] COTY: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:00.372451] [INFO ] [LOCAL     ] COTY: Saved forecast.
[2025-12-18T20:36:00.372517] [INFO ] [main      ] COTY: Signal=1 (Conf=90.0%), Magnitude=5.57% (Conf=59.9368%)
[2025-12-18T20:36:00.372888] [INFO ] [main      ] Fetching symbol history for DKS...
[2025-12-18T20:36:00.372940] [DEBUG] [REMOTE    ] DKS: Fetching historical data.
[2025-12-18T20:36:00.373658] [INFO ] [main      ] Progress: 230/421 forecasts completed (54.6%). COTY finished in 0.6s. ETA: 32.2s. Rate: 355.36 forecasts/min
[2025-12-18T20:36:00.383781] [DEBUG] [REMOTE    ] DKS: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:00.385490] [DEBUG] [LOCAL     ] Loaded configuration for DKS: 4 features, N/A% accuracy
[2025-12-18T20:36:00.385545] [INFO ] [LOCAL     ] DKS: Loaded 4 optimal features with 59.49% confidence from JSON config
[2025-12-18T20:36:00.385595] [DEBUG] [MAG       ] Building data for symbol: DKS with lookback: 0
[2025-12-18T20:36:00.386386] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:00.386446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:36:00.387221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-18T20:36:00.388313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:00.390164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-18T20:36:00.391917] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:00.423227] [DEBUG] [MAG       ] HTD: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:00.446329] [DEBUG] [MAG       ] CGEN: Last date is validated at 2025-12-18
[2025-12-18T20:36:00.489260] [INFO ] [LOCAL     ] HTD: Saved forecast.
[2025-12-18T20:36:00.489329] [INFO ] [main      ] HTD: Signal=1 (Conf=90.0%), Magnitude=0.54% (Conf=46.355%)
[2025-12-18T20:36:00.489488] [INFO ] [main      ] Fetching symbol history for RILY...
[2025-12-18T20:36:00.489532] [DEBUG] [REMOTE    ] RILY: Fetching historical data.
[2025-12-18T20:36:00.490468] [INFO ] [main      ] Progress: 231/421 forecasts completed (54.9%). HTD finished in 0.6s. ETA: 32.0s. Rate: 355.84 forecasts/min
[2025-12-18T20:36:00.514061] [DEBUG] [REMOTE    ] RILY: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:00.516628] [DEBUG] [LOCAL     ] Loaded configuration for RILY: 3 features, N/A% accuracy
[2025-12-18T20:36:00.516692] [INFO ] [LOCAL     ] RILY: Loaded 3 optimal features with 50.52% confidence from JSON config
[2025-12-18T20:36:00.516725] [DEBUG] [MAG       ] Building data for symbol: RILY with lookback: 0
[2025-12-18T20:36:00.517790] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:36:00.517852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:00.522201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:36:00.523088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-18T20:36:00.527310] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:00.611494] [DEBUG] [MAG       ] PHIN: Last date is validated at 2025-12-18
[2025-12-18T20:36:00.624059] [DEBUG] [MAG       ] CGEN: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:00.678936] [INFO ] [LOCAL     ] CGEN: Saved forecast.
[2025-12-18T20:36:00.679020] [INFO ] [main      ] CGEN: Signal=1 (Conf=90.0%), Magnitude=-0.81% (Conf=61.4774%)
[2025-12-18T20:36:00.679384] [INFO ] [main      ] Fetching symbol history for NEOG...
[2025-12-18T20:36:00.679435] [DEBUG] [REMOTE    ] NEOG: Fetching historical data.
[2025-12-18T20:36:00.679657] [INFO ] [main      ] Progress: 232/421 forecasts completed (55.1%). CGEN finished in 0.7s. ETA: 31.9s. Rate: 355.65 forecasts/min
[2025-12-18T20:36:00.706967] [DEBUG] [REMOTE    ] NEOG: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:00.707719] [DEBUG] [LOCAL     ] Loaded configuration for NEOG: 3 features, N/A% accuracy
[2025-12-18T20:36:00.707771] [INFO ] [LOCAL     ] NEOG: Loaded 3 optimal features with 56.68% confidence from JSON config
[2025-12-18T20:36:00.707803] [DEBUG] [MAG       ] Building data for symbol: NEOG with lookback: 0
[2025-12-18T20:36:00.708564] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:36:00.708642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-18T20:36:00.755359] [DEBUG] [MAG       ] DKS: Last date is validated at 2025-12-18
[2025-12-18T20:36:00.801839] [DEBUG] [MAG       ] PHIN: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:00.857454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-18T20:36:00.862807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-18T20:36:00.864304] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:00.943435] [INFO ] [LOCAL     ] PHIN: Saved forecast.
[2025-12-18T20:36:00.943514] [INFO ] [main      ] PHIN: Signal=1 (Conf=90.0%), Magnitude=0.18% (Conf=72.3159%)
[2025-12-18T20:36:00.943942] [INFO ] [main      ] Fetching symbol history for AUDC...
[2025-12-18T20:36:00.943997] [DEBUG] [REMOTE    ] AUDC: Fetching historical data.
[2025-12-18T20:36:00.945650] [INFO ] [main      ] Progress: 233/421 forecasts completed (55.3%). PHIN finished in 0.7s. ETA: 31.8s. Rate: 354.77 forecasts/min
[2025-12-18T20:36:00.955409] [DEBUG] [REMOTE    ] AUDC: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:00.956616] [DEBUG] [LOCAL     ] Loaded configuration for AUDC: 6 features, N/A% accuracy
[2025-12-18T20:36:00.956683] [INFO ] [LOCAL     ] AUDC: Loaded 6 optimal features with 55.32% confidence from JSON config
[2025-12-18T20:36:00.956717] [DEBUG] [MAG       ] Building data for symbol: AUDC with lookback: 0
[2025-12-18T20:36:00.957630] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:36:00.957704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:00.962645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:00.963670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:36:00.965448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-18T20:36:00.971565] [DEBUG] [MAG       ] DKS: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:01.052975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-18T20:36:01.056181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-18T20:36:01.057308] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:01.193388] [INFO ] [LOCAL     ] DKS: Saved forecast.
[2025-12-18T20:36:01.193455] [INFO ] [main      ] DKS: Signal=1 (Conf=90.0%), Magnitude=1.42% (Conf=59.4912%)
[2025-12-18T20:36:01.193633] [INFO ] [main      ] Fetching symbol history for KEYS...
[2025-12-18T20:36:01.193678] [DEBUG] [REMOTE    ] KEYS: Fetching historical data.
[2025-12-18T20:36:01.196727] [INFO ] [main      ] Progress: 234/421 forecasts completed (55.6%). DKS finished in 0.8s. ETA: 31.7s. Rate: 354.04 forecasts/min
[2025-12-18T20:36:01.221752] [DEBUG] [MAG       ] NEOG: Last date is validated at 2025-12-18
[2025-12-18T20:36:01.229345] [DEBUG] [MAG       ] RILY: Last date is validated at 2025-12-18
[2025-12-18T20:36:01.229842] [DEBUG] [REMOTE    ] KEYS: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:01.231236] [DEBUG] [LOCAL     ] Loaded configuration for KEYS: 6 features, N/A% accuracy
[2025-12-18T20:36:01.231339] [INFO ] [LOCAL     ] KEYS: Loaded 6 optimal features with 61.38% confidence from JSON config
[2025-12-18T20:36:01.231390] [DEBUG] [MAG       ] Building data for symbol: KEYS with lookback: 0
[2025-12-18T20:36:01.232919] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:36:01.233063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:01.239428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:01.243840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-18T20:36:01.330037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-18T20:36:01.347743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-18T20:36:01.349300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-18T20:36:01.351739] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:01.416284] [DEBUG] [MAG       ] RILY: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:01.429304] [DEBUG] [MAG       ] NEOG: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:01.484879] [INFO ] [LOCAL     ] RILY: Saved forecast.
[2025-12-18T20:36:01.484944] [INFO ] [main      ] RILY: Signal=1 (Conf=90.0%), Magnitude=-7.29% (Conf=50.5151%)
[2025-12-18T20:36:01.485309] [INFO ] [main      ] Fetching symbol history for SRFM...
[2025-12-18T20:36:01.485359] [DEBUG] [REMOTE    ] SRFM: Fetching historical data.
[2025-12-18T20:36:01.485665] [INFO ] [main      ] Progress: 235/421 forecasts completed (55.8%). RILY finished in 1.0s. ETA: 31.6s. Rate: 352.98 forecasts/min
[2025-12-18T20:36:01.492715] [DEBUG] [MAG       ] AUDC: Last date is validated at 2025-12-18
[2025-12-18T20:36:01.496429] [DEBUG] [REMOTE    ] SRFM: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:01.497392] [DEBUG] [LOCAL     ] Loaded configuration for SRFM: 6 features, N/A% accuracy
[2025-12-18T20:36:01.497443] [INFO ] [LOCAL     ] SRFM: Loaded 6 optimal features with 54.02% confidence from JSON config
[2025-12-18T20:36:01.497474] [DEBUG] [MAG       ] Building data for symbol: SRFM with lookback: 0
[2025-12-18T20:36:01.498261] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:36:01.498322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:01.500033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:01.500599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:01.501020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:01.501977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:36:01.503143] [INFO ] [LOCAL     ] NEOG: Saved forecast.
[2025-12-18T20:36:01.503215] [INFO ] [main      ] NEOG: Signal=1 (Conf=90.0%), Magnitude=-1.84% (Conf=56.6818%)
[2025-12-18T20:36:01.503394] [INFO ] [main      ] Fetching symbol history for MRVL...
[2025-12-18T20:36:01.503438] [DEBUG] [REMOTE    ] MRVL: Fetching historical data.
[2025-12-18T20:36:01.503941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-18T20:36:01.504805] [INFO ] [main      ] Progress: 236/421 forecasts completed (56.1%). NEOG finished in 0.8s. ETA: 31.3s. Rate: 354.31 forecasts/min
[2025-12-18T20:36:01.505990] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:01.514856] [DEBUG] [REMOTE    ] MRVL: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:01.515617] [DEBUG] [LOCAL     ] Loaded configuration for MRVL: 4 features, N/A% accuracy
[2025-12-18T20:36:01.515675] [INFO ] [LOCAL     ] MRVL: Loaded 4 optimal features with 62.31% confidence from JSON config
[2025-12-18T20:36:01.515708] [DEBUG] [MAG       ] Building data for symbol: MRVL with lookback: 0
[2025-12-18T20:36:01.516492] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:01.516561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:36:01.555326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:36:01.556761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-18T20:36:01.558693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-18T20:36:01.561856] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:01.683682] [DEBUG] [MAG       ] AUDC: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:01.763212] [INFO ] [LOCAL     ] AUDC: Saved forecast.
[2025-12-18T20:36:01.763278] [INFO ] [main      ] AUDC: Signal=1 (Conf=90.0%), Magnitude=4.93% (Conf=55.3167%)
[2025-12-18T20:36:01.763661] [INFO ] [main      ] Fetching symbol history for LSPD...
[2025-12-18T20:36:01.763719] [DEBUG] [REMOTE    ] LSPD: Fetching historical data.
[2025-12-18T20:36:01.764481] [INFO ] [main      ] Progress: 237/421 forecasts completed (56.3%). AUDC finished in 0.8s. ETA: 31.2s. Rate: 353.52 forecasts/min
[2025-12-18T20:36:01.779882] [DEBUG] [REMOTE    ] LSPD: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:01.780961] [DEBUG] [LOCAL     ] Loaded configuration for LSPD: 5 features, N/A% accuracy
[2025-12-18T20:36:01.781041] [INFO ] [LOCAL     ] LSPD: Loaded 5 optimal features with 50.65% confidence from JSON config
[2025-12-18T20:36:01.781089] [DEBUG] [MAG       ] Building data for symbol: LSPD with lookback: 0
[2025-12-18T20:36:01.782594] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:36:01.782710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:01.789816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:01.792909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:01.793654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-18T20:36:01.795541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-18T20:36:01.798288] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:01.849427] [DEBUG] [MAG       ] KEYS: Last date is validated at 2025-12-18
[2025-12-18T20:36:01.867767] [DEBUG] [MAG       ] SRFM: Last date is validated at 2025-12-18
[2025-12-18T20:36:01.933892] [DEBUG] [MAG       ] MRVL: Last date is validated at 2025-12-18
[2025-12-18T20:36:02.034409] [DEBUG] [MAG       ] KEYS: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:02.040247] [DEBUG] [MAG       ] SRFM: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:02.107459] [DEBUG] [MAG       ] MRVL: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:02.122754] [INFO ] [LOCAL     ] SRFM: Saved forecast.
[2025-12-18T20:36:02.122824] [INFO ] [main      ] SRFM: Signal=1 (Conf=90.0%), Magnitude=-6.33% (Conf=54.0217%)
[2025-12-18T20:36:02.123282] [INFO ] [main      ] Fetching symbol history for ARI...
[2025-12-18T20:36:02.123334] [DEBUG] [REMOTE    ] ARI: Fetching historical data.
[2025-12-18T20:36:02.123649] [INFO ] [main      ] Progress: 238/421 forecasts completed (56.5%). SRFM finished in 0.6s. ETA: 31.2s. Rate: 351.87 forecasts/min
[2025-12-18T20:36:02.134314] [DEBUG] [REMOTE    ] ARI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:02.135271] [DEBUG] [LOCAL     ] Loaded configuration for ARI: 4 features, N/A% accuracy
[2025-12-18T20:36:02.135328] [INFO ] [LOCAL     ] ARI: Loaded 4 optimal features with 61.19% confidence from JSON config
[2025-12-18T20:36:02.135359] [DEBUG] [MAG       ] Building data for symbol: ARI with lookback: 0
[2025-12-18T20:36:02.136181] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:02.136258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:02.141126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:02.143004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:02.143512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:02.143927] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:02.152148] [DEBUG] [MAG       ] LSPD: Last date is validated at 2025-12-18
[2025-12-18T20:36:02.174830] [INFO ] [LOCAL     ] KEYS: Saved forecast.
[2025-12-18T20:36:02.174912] [INFO ] [main      ] KEYS: Signal=1 (Conf=90.0%), Magnitude=-0.98% (Conf=61.376%)
[2025-12-18T20:36:02.175086] [INFO ] [main      ] Fetching symbol history for EVSD...
[2025-12-18T20:36:02.175137] [DEBUG] [REMOTE    ] EVSD: Fetching historical data.
[2025-12-18T20:36:02.175970] [INFO ] [main      ] Progress: 239/421 forecasts completed (56.8%). KEYS finished in 1.0s. ETA: 30.9s. Rate: 352.89 forecasts/min
[2025-12-18T20:36:02.189868] [DEBUG] [REMOTE    ] EVSD: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:02.190963] [DEBUG] [LOCAL     ] Loaded configuration for EVSD: 7 features, N/A% accuracy
[2025-12-18T20:36:02.191019] [INFO ] [LOCAL     ] EVSD: Loaded 7 optimal features with 27.71% confidence from JSON config
[2025-12-18T20:36:02.191052] [DEBUG] [MAG       ] Building data for symbol: EVSD with lookback: 0
[2025-12-18T20:36:02.191958] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-18T20:36:02.192023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:36:02.194705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:36:02.196495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-18T20:36:02.228913] [INFO ] [LOCAL     ] MRVL: Saved forecast.
[2025-12-18T20:36:02.228979] [INFO ] [main      ] MRVL: Signal=1 (Conf=90.0%), Magnitude=-0.80% (Conf=62.3143%)
[2025-12-18T20:36:02.229604] [INFO ] [main      ] Progress: 240/421 forecasts completed (57.0%). MRVL finished in 0.7s. ETA: 30.7s. Rate: 353.90 forecasts/min
[2025-12-18T20:36:02.229745] [INFO ] [main      ] Fetching symbol history for STE...
[2025-12-18T20:36:02.229795] [DEBUG] [REMOTE    ] STE: Fetching historical data.
[2025-12-18T20:36:02.241159] [DEBUG] [REMOTE    ] STE: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:02.242282] [DEBUG] [LOCAL     ] Loaded configuration for STE: 5 features, N/A% accuracy
[2025-12-18T20:36:02.242333] [INFO ] [LOCAL     ] STE: Loaded 5 optimal features with 48.81% confidence from JSON config
[2025-12-18T20:36:02.242364] [DEBUG] [MAG       ] Building data for symbol: STE with lookback: 0
[2025-12-18T20:36:02.243182] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:36:02.243243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:02.244957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:02.245479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:02.245906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:36:02.246871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-18T20:36:02.248144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-18T20:36:02.249907] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:02.253114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-18T20:36:02.269983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-18T20:36:02.271719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-18T20:36:02.273399] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:02.325941] [DEBUG] [MAG       ] LSPD: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:02.397712] [INFO ] [LOCAL     ] LSPD: Saved forecast.
[2025-12-18T20:36:02.397781] [INFO ] [main      ] LSPD: Signal=1 (Conf=90.0%), Magnitude=1.33% (Conf=50.6472%)
[2025-12-18T20:36:02.398245] [INFO ] [main      ] Fetching symbol history for PRFZ...
[2025-12-18T20:36:02.398297] [DEBUG] [REMOTE    ] PRFZ: Fetching historical data.
[2025-12-18T20:36:02.398676] [INFO ] [main      ] Progress: 241/421 forecasts completed (57.2%). LSPD finished in 0.6s. ETA: 30.5s. Rate: 353.90 forecasts/min
[2025-12-18T20:36:02.409321] [DEBUG] [REMOTE    ] PRFZ: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:02.410407] [DEBUG] [LOCAL     ] Loaded configuration for PRFZ: 5 features, N/A% accuracy
[2025-12-18T20:36:02.410461] [INFO ] [LOCAL     ] PRFZ: Loaded 5 optimal features with 64.03% confidence from JSON config
[2025-12-18T20:36:02.410491] [DEBUG] [MAG       ] Building data for symbol: PRFZ with lookback: 0
[2025-12-18T20:36:02.411326] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:36:02.411387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:36:02.412322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-18T20:36:02.462774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-18T20:36:02.464289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-18T20:36:02.466309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-18T20:36:02.469182] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:02.495788] [DEBUG] [MAG       ] ARI: Last date is validated at 2025-12-18
[2025-12-18T20:36:02.599147] [DEBUG] [MAG       ] STE: Last date is validated at 2025-12-18
[2025-12-18T20:36:02.626639] [DEBUG] [MAG       ] EVSD: Last date is validated at 2025-12-18
[2025-12-18T20:36:02.664866] [DEBUG] [MAG       ] ARI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:02.724038] [INFO ] [LOCAL     ] ARI: Saved forecast.
[2025-12-18T20:36:02.724104] [INFO ] [main      ] ARI: Signal=1 (Conf=90.0%), Magnitude=0.77% (Conf=61.1927%)
[2025-12-18T20:36:02.724492] [INFO ] [main      ] Fetching symbol history for ALG...
[2025-12-18T20:36:02.724545] [DEBUG] [REMOTE    ] ALG: Fetching historical data.
[2025-12-18T20:36:02.724654] [INFO ] [main      ] Progress: 242/421 forecasts completed (57.5%). ARI finished in 0.6s. ETA: 30.5s. Rate: 352.56 forecasts/min
[2025-12-18T20:36:02.736679] [DEBUG] [REMOTE    ] ALG: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:02.737518] [DEBUG] [LOCAL     ] Loaded configuration for ALG: 2 features, N/A% accuracy
[2025-12-18T20:36:02.737598] [INFO ] [LOCAL     ] ALG: Loaded 2 optimal features with 46.10% confidence from JSON config
[2025-12-18T20:36:02.737634] [DEBUG] [MAG       ] Building data for symbol: ALG with lookback: 0
[2025-12-18T20:36:02.738630] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:36:02.738691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:02.744019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:02.745024] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:02.767527] [DEBUG] [MAG       ] STE: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:02.798626] [DEBUG] [MAG       ] EVSD: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:02.806855] [DEBUG] [MAG       ] PRFZ: Last date is validated at 2025-12-18
[2025-12-18T20:36:02.877997] [INFO ] [LOCAL     ] STE: Saved forecast.
[2025-12-18T20:36:02.878064] [INFO ] [main      ] STE: Signal=1 (Conf=90.0%), Magnitude=-0.60% (Conf=48.8129%)
[2025-12-18T20:36:02.878223] [INFO ] [main      ] Fetching symbol history for PKX...
[2025-12-18T20:36:02.878265] [DEBUG] [REMOTE    ] PKX: Fetching historical data.
[2025-12-18T20:36:02.878950] [INFO ] [main      ] Progress: 243/421 forecasts completed (57.7%). STE finished in 0.6s. ETA: 30.3s. Rate: 352.69 forecasts/min
[2025-12-18T20:36:02.891949] [DEBUG] [REMOTE    ] PKX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:02.896367] [DEBUG] [LOCAL     ] Loaded configuration for PKX: 3 features, N/A% accuracy
[2025-12-18T20:36:02.896428] [INFO ] [LOCAL     ] PKX: Loaded 3 optimal features with 48.58% confidence from JSON config
[2025-12-18T20:36:02.896461] [DEBUG] [MAG       ] Building data for symbol: PKX with lookback: 0
[2025-12-18T20:36:02.897343] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:36:02.897408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:36:02.923306] [INFO ] [LOCAL     ] EVSD: Saved forecast.
[2025-12-18T20:36:02.923378] [INFO ] [main      ] EVSD: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=27.7051%)
[2025-12-18T20:36:02.923543] [INFO ] [main      ] Fetching symbol history for AMGN...
[2025-12-18T20:36:02.923608] [DEBUG] [REMOTE    ] AMGN: Fetching historical data.
[2025-12-18T20:36:02.923901] [INFO ] [main      ] Progress: 244/421 forecasts completed (58.0%). EVSD finished in 0.7s. ETA: 30.0s. Rate: 353.76 forecasts/min
[2025-12-18T20:36:02.934792] [DEBUG] [REMOTE    ] AMGN: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:02.935892] [DEBUG] [LOCAL     ] Loaded configuration for AMGN: 7 features, N/A% accuracy
[2025-12-18T20:36:02.935952] [INFO ] [LOCAL     ] AMGN: Loaded 7 optimal features with 52.93% confidence from JSON config
[2025-12-18T20:36:02.935984] [DEBUG] [MAG       ] Building data for symbol: AMGN with lookback: 0
[2025-12-18T20:36:02.936911] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-18T20:36:02.936978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:02.938411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-18T20:36:02.938735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:02.939290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:02.939715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:02.940113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-18T20:36:02.940630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-18T20:36:02.941565] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:02.978753] [DEBUG] [MAG       ] PRFZ: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:03.051068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-18T20:36:03.053301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-18T20:36:03.054029] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:03.059043] [INFO ] [LOCAL     ] PRFZ: Saved forecast.
[2025-12-18T20:36:03.059125] [INFO ] [main      ] PRFZ: Signal=1 (Conf=90.0%), Magnitude=-0.18% (Conf=64.0327%)
[2025-12-18T20:36:03.059474] [INFO ] [main      ] Fetching symbol history for DRIO...
[2025-12-18T20:36:03.059523] [DEBUG] [REMOTE    ] DRIO: Fetching historical data.
[2025-12-18T20:36:03.059678] [INFO ] [main      ] Progress: 245/421 forecasts completed (58.2%). PRFZ finished in 0.7s. ETA: 29.8s. Rate: 354.05 forecasts/min
[2025-12-18T20:36:03.070304] [DEBUG] [REMOTE    ] DRIO: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:03.071184] [DEBUG] [LOCAL     ] Loaded configuration for DRIO: 3 features, N/A% accuracy
[2025-12-18T20:36:03.071235] [INFO ] [LOCAL     ] DRIO: Loaded 3 optimal features with 53.25% confidence from JSON config
[2025-12-18T20:36:03.071268] [DEBUG] [MAG       ] Building data for symbol: DRIO with lookback: 0
[2025-12-18T20:36:03.072059] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:36:03.072123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:03.076898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-18T20:36:03.096963] [DEBUG] [MAG       ] ALG: Last date is validated at 2025-12-18
[2025-12-18T20:36:03.188893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-18T20:36:03.190663] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:03.271998] [DEBUG] [MAG       ] ALG: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:03.302448] [DEBUG] [MAG       ] PKX: Last date is validated at 2025-12-18
[2025-12-18T20:36:03.384255] [INFO ] [LOCAL     ] ALG: Saved forecast.
[2025-12-18T20:36:03.384331] [INFO ] [main      ] ALG: Signal=1 (Conf=90.0%), Magnitude=0.43% (Conf=46.1008%)
[2025-12-18T20:36:03.384521] [INFO ] [main      ] Fetching symbol history for GBX...
[2025-12-18T20:36:03.384763] [DEBUG] [REMOTE    ] GBX: Fetching historical data.
[2025-12-18T20:36:03.385678] [INFO ] [main      ] Progress: 246/421 forecasts completed (58.4%). ALG finished in 0.7s. ETA: 29.8s. Rate: 352.72 forecasts/min
[2025-12-18T20:36:03.394702] [DEBUG] [MAG       ] AMGN: Last date is validated at 2025-12-18
[2025-12-18T20:36:03.397044] [DEBUG] [REMOTE    ] GBX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:03.397932] [DEBUG] [LOCAL     ] Loaded configuration for GBX: 6 features, N/A% accuracy
[2025-12-18T20:36:03.397986] [INFO ] [LOCAL     ] GBX: Loaded 6 optimal features with 41.18% confidence from JSON config
[2025-12-18T20:36:03.398018] [DEBUG] [MAG       ] Building data for symbol: GBX with lookback: 0
[2025-12-18T20:36:03.398896] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:36:03.398960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:03.400989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:03.401638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:03.402075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:36:03.402888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:03.403832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-18T20:36:03.406133] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:03.471627] [DEBUG] [MAG       ] PKX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:03.534176] [DEBUG] [MAG       ] DRIO: Last date is validated at 2025-12-18
[2025-12-18T20:36:03.567465] [DEBUG] [MAG       ] AMGN: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:03.571188] [INFO ] [LOCAL     ] PKX: Saved forecast.
[2025-12-18T20:36:03.571289] [INFO ] [main      ] PKX: Signal=1 (Conf=90.0%), Magnitude=-3.40% (Conf=48.5815%)
[2025-12-18T20:36:03.571703] [INFO ] [main      ] Fetching symbol history for VLRS...
[2025-12-18T20:36:03.571757] [DEBUG] [REMOTE    ] VLRS: Fetching historical data.
[2025-12-18T20:36:03.572548] [INFO ] [main      ] Progress: 247/421 forecasts completed (58.7%). PKX finished in 0.7s. ETA: 29.6s. Rate: 352.58 forecasts/min
[2025-12-18T20:36:03.586479] [DEBUG] [REMOTE    ] VLRS: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:03.587491] [DEBUG] [LOCAL     ] Loaded configuration for VLRS: 9 features, N/A% accuracy
[2025-12-18T20:36:03.587550] [INFO ] [LOCAL     ] VLRS: Loaded 9 optimal features with 55.02% confidence from JSON config
[2025-12-18T20:36:03.587605] [DEBUG] [MAG       ] Building data for symbol: VLRS with lookback: 0
[2025-12-18T20:36:03.588423] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-18T20:36:03.588490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:03.593619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:03.595465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:03.595983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:03.596386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:03.597284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:36:03.598273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-18T20:36:03.678705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-18T20:36:03.680322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-18T20:36:03.682837] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:03.705303] [DEBUG] [MAG       ] DRIO: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:03.708690] [INFO ] [LOCAL     ] AMGN: Saved forecast.
[2025-12-18T20:36:03.708769] [INFO ] [main      ] AMGN: Signal=1 (Conf=90.0%), Magnitude=-1.53% (Conf=52.9318%)
[2025-12-18T20:36:03.709178] [INFO ] [main      ] Fetching symbol history for MAXI...
[2025-12-18T20:36:03.709229] [DEBUG] [REMOTE    ] MAXI: Fetching historical data.
[2025-12-18T20:36:03.710662] [INFO ] [main      ] Progress: 248/421 forecasts completed (58.9%). AMGN finished in 0.8s. ETA: 29.4s. Rate: 352.85 forecasts/min
[2025-12-18T20:36:03.720254] [DEBUG] [REMOTE    ] MAXI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:03.721419] [DEBUG] [LOCAL     ] Loaded configuration for MAXI: 6 features, N/A% accuracy
[2025-12-18T20:36:03.721472] [INFO ] [LOCAL     ] MAXI: Loaded 6 optimal features with 43.99% confidence from JSON config
[2025-12-18T20:36:03.721505] [DEBUG] [MAG       ] Building data for symbol: MAXI with lookback: 0
[2025-12-18T20:36:03.722337] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:36:03.722402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:03.727341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:03.729250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:03.729765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-18T20:36:03.731781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-18T20:36:03.732499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-18T20:36:03.734068] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:03.766555] [DEBUG] [MAG       ] GBX: Last date is validated at 2025-12-18
[2025-12-18T20:36:03.786972] [INFO ] [LOCAL     ] DRIO: Saved forecast.
[2025-12-18T20:36:03.787048] [INFO ] [main      ] DRIO: Signal=1 (Conf=90.0%), Magnitude=5.48% (Conf=53.2489%)
[2025-12-18T20:36:03.787450] [INFO ] [main      ] Fetching symbol history for PEG...
[2025-12-18T20:36:03.787500] [DEBUG] [REMOTE    ] PEG: Fetching historical data.
[2025-12-18T20:36:03.788349] [INFO ] [main      ] Progress: 249/421 forecasts completed (59.1%). DRIO finished in 0.7s. ETA: 29.2s. Rate: 353.62 forecasts/min
[2025-12-18T20:36:03.798201] [DEBUG] [REMOTE    ] PEG: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:03.799636] [DEBUG] [LOCAL     ] Loaded configuration for PEG: 4 features, N/A% accuracy
[2025-12-18T20:36:03.799697] [INFO ] [LOCAL     ] PEG: Loaded 4 optimal features with 58.50% confidence from JSON config
[2025-12-18T20:36:03.799729] [DEBUG] [MAG       ] Building data for symbol: PEG with lookback: 0
[2025-12-18T20:36:03.800490] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:03.800551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:03.805299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:36:03.807761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:36:03.808551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-18T20:36:03.811285] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:03.937676] [DEBUG] [MAG       ] GBX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:04.034913] [INFO ] [LOCAL     ] GBX: Saved forecast.
[2025-12-18T20:36:04.034980] [INFO ] [main      ] GBX: Signal=1 (Conf=90.0%), Magnitude=-0.62% (Conf=41.182%)
[2025-12-18T20:36:04.035323] [INFO ] [main      ] Fetching symbol history for MGA...
[2025-12-18T20:36:04.035374] [DEBUG] [REMOTE    ] MGA: Fetching historical data.
[2025-12-18T20:36:04.036652] [INFO ] [main      ] Progress: 250/421 forecasts completed (59.4%). GBX finished in 0.7s. ETA: 29.1s. Rate: 352.97 forecasts/min
[2025-12-18T20:36:04.043505] [DEBUG] [MAG       ] VLRS: Last date is validated at 2025-12-18
[2025-12-18T20:36:04.046856] [DEBUG] [REMOTE    ] MGA: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:04.048111] [DEBUG] [LOCAL     ] Loaded configuration for MGA: 4 features, N/A% accuracy
[2025-12-18T20:36:04.048167] [INFO ] [LOCAL     ] MGA: Loaded 4 optimal features with 64.55% confidence from JSON config
[2025-12-18T20:36:04.048198] [DEBUG] [MAG       ] Building data for symbol: MGA with lookback: 0
[2025-12-18T20:36:04.049065] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:04.049138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-18T20:36:04.071199] [DEBUG] [MAG       ] MAXI: Last date is validated at 2025-12-18
[2025-12-18T20:36:04.098460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-18T20:36:04.101754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-18T20:36:04.103138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-18T20:36:04.104259] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:04.163789] [DEBUG] [MAG       ] PEG: Last date is validated at 2025-12-18
[2025-12-18T20:36:04.212955] [DEBUG] [MAG       ] VLRS: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:04.238286] [DEBUG] [MAG       ] MAXI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:04.283924] [INFO ] [LOCAL     ] VLRS: Saved forecast.
[2025-12-18T20:36:04.283994] [INFO ] [main      ] VLRS: Signal=1 (Conf=90.0%), Magnitude=2.86% (Conf=55.0169%)
[2025-12-18T20:36:04.284164] [INFO ] [main      ] Fetching symbol history for OMEX...
[2025-12-18T20:36:04.284210] [DEBUG] [REMOTE    ] OMEX: Fetching historical data.
[2025-12-18T20:36:04.285176] [INFO ] [main      ] Progress: 251/421 forecasts completed (59.6%). VLRS finished in 0.7s. ETA: 29.0s. Rate: 352.32 forecasts/min
[2025-12-18T20:36:04.297078] [DEBUG] [REMOTE    ] OMEX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:04.298175] [DEBUG] [LOCAL     ] Loaded configuration for OMEX: 2 features, N/A% accuracy
[2025-12-18T20:36:04.298228] [INFO ] [LOCAL     ] OMEX: Loaded 2 optimal features with 52.79% confidence from JSON config
[2025-12-18T20:36:04.298261] [DEBUG] [MAG       ] Building data for symbol: OMEX with lookback: 0
[2025-12-18T20:36:04.299165] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:36:04.299236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:36:04.300703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-18T20:36:04.328298] [INFO ] [LOCAL     ] MAXI: Saved forecast.
[2025-12-18T20:36:04.328367] [INFO ] [main      ] MAXI: Signal=1 (Conf=90.0%), Magnitude=-4.09% (Conf=43.9866%)
[2025-12-18T20:36:04.328715] [INFO ] [main      ] Fetching symbol history for FNKO...
[2025-12-18T20:36:04.328766] [DEBUG] [REMOTE    ] FNKO: Fetching historical data.
[2025-12-18T20:36:04.329539] [INFO ] [main      ] Progress: 252/421 forecasts completed (59.9%). MAXI finished in 0.6s. ETA: 28.7s. Rate: 353.36 forecasts/min
[2025-12-18T20:36:04.339592] [DEBUG] [REMOTE    ] FNKO: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:04.340502] [DEBUG] [LOCAL     ] Loaded configuration for FNKO: 4 features, N/A% accuracy
[2025-12-18T20:36:04.340554] [INFO ] [LOCAL     ] FNKO: Loaded 4 optimal features with 51.74% confidence from JSON config
[2025-12-18T20:36:04.340607] [DEBUG] [MAG       ] Building data for symbol: FNKO with lookback: 0
[2025-12-18T20:36:04.341366] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:04.341426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-18T20:36:04.363978] [DEBUG] [MAG       ] PEG: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:04.382309] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:04.449283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:36:04.450209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-18T20:36:04.450873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-18T20:36:04.451539] [DEBUG] [MAG       ] MGA: Last date is validated at 2025-12-18
[2025-12-18T20:36:04.454849] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:04.461239] [INFO ] [LOCAL     ] PEG: Saved forecast.
[2025-12-18T20:36:04.461309] [INFO ] [main      ] PEG: Signal=1 (Conf=90.0%), Magnitude=-0.61% (Conf=58.5019%)
[2025-12-18T20:36:04.461692] [INFO ] [main      ] Fetching symbol history for SEZL...
[2025-12-18T20:36:04.461752] [DEBUG] [REMOTE    ] SEZL: Fetching historical data.
[2025-12-18T20:36:04.462514] [INFO ] [main      ] Progress: 253/421 forecasts completed (60.1%). PEG finished in 0.7s. ETA: 28.5s. Rate: 353.66 forecasts/min
[2025-12-18T20:36:04.472799] [DEBUG] [REMOTE    ] SEZL: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:04.473804] [DEBUG] [LOCAL     ] Loaded configuration for SEZL: 5 features, N/A% accuracy
[2025-12-18T20:36:04.473858] [INFO ] [LOCAL     ] SEZL: Loaded 5 optimal features with 54.67% confidence from JSON config
[2025-12-18T20:36:04.473890] [DEBUG] [MAG       ] Building data for symbol: SEZL with lookback: 0
[2025-12-18T20:36:04.474696] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:36:04.474760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:04.476508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:04.477046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-18T20:36:04.552607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-18T20:36:04.554694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-18T20:36:04.558963] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:04.620670] [DEBUG] [MAG       ] MGA: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:04.706603] [INFO ] [LOCAL     ] MGA: Saved forecast.
[2025-12-18T20:36:04.706673] [INFO ] [main      ] MGA: Signal=1 (Conf=90.0%), Magnitude=0.27% (Conf=64.553%)
[2025-12-18T20:36:04.707116] [INFO ] [main      ] Fetching symbol history for UXIN...
[2025-12-18T20:36:04.707168] [DEBUG] [REMOTE    ] UXIN: Fetching historical data.
[2025-12-18T20:36:04.707672] [INFO ] [main      ] Progress: 254/421 forecasts completed (60.3%). MGA finished in 0.7s. ETA: 28.4s. Rate: 353.04 forecasts/min
[2025-12-18T20:36:04.718035] [DEBUG] [REMOTE    ] UXIN: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:04.718982] [DEBUG] [LOCAL     ] Loaded configuration for UXIN: 8 features, N/A% accuracy
[2025-12-18T20:36:04.719052] [INFO ] [LOCAL     ] UXIN: Loaded 8 optimal features with 50.49% confidence from JSON config
[2025-12-18T20:36:04.719085] [DEBUG] [MAG       ] Building data for symbol: UXIN with lookback: 0
[2025-12-18T20:36:04.720005] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-18T20:36:04.720069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:36:04.720838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-18T20:36:04.745204] [DEBUG] [MAG       ] OMEX: Last date is validated at 2025-12-18
[2025-12-18T20:36:04.788603] [DEBUG] [MAG       ] FNKO: Last date is validated at 2025-12-18
[2025-12-18T20:36:04.795146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:04.797180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:04.797708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-18T20:36:04.799138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-18T20:36:04.800795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-18T20:36:04.801849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-18T20:36:04.802515] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:04.905628] [DEBUG] [MAG       ] SEZL: Last date is validated at 2025-12-18
[2025-12-18T20:36:04.917282] [DEBUG] [MAG       ] OMEX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:04.957170] [DEBUG] [MAG       ] FNKO: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:04.974061] [INFO ] [LOCAL     ] OMEX: Saved forecast.
[2025-12-18T20:36:04.974129] [INFO ] [main      ] OMEX: Signal=1 (Conf=90.0%), Magnitude=-2.01% (Conf=52.7865%)
[2025-12-18T20:36:04.974513] [INFO ] [main      ] Fetching symbol history for NAAS...
[2025-12-18T20:36:04.974570] [DEBUG] [REMOTE    ] NAAS: Fetching historical data.
[2025-12-18T20:36:04.974633] [INFO ] [main      ] Progress: 255/421 forecasts completed (60.6%). OMEX finished in 0.7s. ETA: 28.3s. Rate: 352.25 forecasts/min
[2025-12-18T20:36:04.986187] [DEBUG] [REMOTE    ] NAAS: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:04.987108] [DEBUG] [LOCAL     ] Loaded configuration for NAAS: 5 features, N/A% accuracy
[2025-12-18T20:36:04.987167] [INFO ] [LOCAL     ] NAAS: Loaded 5 optimal features with 43.69% confidence from JSON config
[2025-12-18T20:36:04.987199] [DEBUG] [MAG       ] Building data for symbol: NAAS with lookback: 0
[2025-12-18T20:36:04.988069] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:36:04.988133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:04.993000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:04.994857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:04.995347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:04.995754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:04.996619] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:05.022904] [INFO ] [LOCAL     ] FNKO: Saved forecast.
[2025-12-18T20:36:05.022971] [INFO ] [main      ] FNKO: Signal=1 (Conf=90.0%), Magnitude=3.25% (Conf=51.7373%)
[2025-12-18T20:36:05.023129] [INFO ] [main      ] Fetching symbol history for GE...
[2025-12-18T20:36:05.023173] [DEBUG] [REMOTE    ] GE: Fetching historical data.
[2025-12-18T20:36:05.026213] [INFO ] [main      ] Progress: 256/421 forecasts completed (60.8%). FNKO finished in 0.7s. ETA: 28.0s. Rate: 353.21 forecasts/min
[2025-12-18T20:36:05.036862] [DEBUG] [REMOTE    ] GE: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:05.037836] [DEBUG] [LOCAL     ] Loaded configuration for GE: 9 features, N/A% accuracy
[2025-12-18T20:36:05.037895] [INFO ] [LOCAL     ] GE: Loaded 9 optimal features with 53.70% confidence from JSON config
[2025-12-18T20:36:05.037927] [DEBUG] [MAG       ] Building data for symbol: GE with lookback: 0
[2025-12-18T20:36:05.038782] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-18T20:36:05.038846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:05.043653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:05.045498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:05.045993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:05.046423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:05.046822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:36:05.048450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-18T20:36:05.050563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-18T20:36:05.051324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-18T20:36:05.052504] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:05.078665] [DEBUG] [MAG       ] SEZL: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:05.155144] [DEBUG] [MAG       ] UXIN: Last date is validated at 2025-12-18
[2025-12-18T20:36:05.227077] [INFO ] [LOCAL     ] SEZL: Saved forecast.
[2025-12-18T20:36:05.227145] [INFO ] [main      ] SEZL: Signal=1 (Conf=90.0%), Magnitude=4.49% (Conf=54.6681%)
[2025-12-18T20:36:05.227321] [INFO ] [main      ] Fetching symbol history for LCNB...
[2025-12-18T20:36:05.227367] [DEBUG] [REMOTE    ] LCNB: Fetching historical data.
[2025-12-18T20:36:05.228627] [INFO ] [main      ] Progress: 257/421 forecasts completed (61.0%). SEZL finished in 0.8s. ETA: 27.9s. Rate: 352.95 forecasts/min
[2025-12-18T20:36:05.238333] [DEBUG] [REMOTE    ] LCNB: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:05.239645] [DEBUG] [LOCAL     ] Loaded configuration for LCNB: 8 features, N/A% accuracy
[2025-12-18T20:36:05.239708] [INFO ] [LOCAL     ] LCNB: Loaded 8 optimal features with 60.52% confidence from JSON config
[2025-12-18T20:36:05.239742] [DEBUG] [MAG       ] Building data for symbol: LCNB with lookback: 0
[2025-12-18T20:36:05.240621] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-18T20:36:05.240688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:05.245777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:05.247763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:05.248264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:05.248744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:05.249177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:36:05.251701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-18T20:36:05.326386] [DEBUG] [MAG       ] UXIN: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:05.334313] [DEBUG] [MAG       ] NAAS: Last date is validated at 2025-12-18
[2025-12-18T20:36:05.362013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-18T20:36:05.362889] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:05.392449] [INFO ] [LOCAL     ] UXIN: Saved forecast.
[2025-12-18T20:36:05.392526] [INFO ] [main      ] UXIN: Signal=1 (Conf=90.0%), Magnitude=6.81% (Conf=50.4859%)
[2025-12-18T20:36:05.392908] [INFO ] [main      ] Fetching symbol history for ATOM...
[2025-12-18T20:36:05.392961] [DEBUG] [REMOTE    ] ATOM: Fetching historical data.
[2025-12-18T20:36:05.393668] [INFO ] [main      ] Progress: 258/421 forecasts completed (61.3%). UXIN finished in 0.7s. ETA: 27.7s. Rate: 352.99 forecasts/min
[2025-12-18T20:36:05.400082] [DEBUG] [MAG       ] GE: Last date is validated at 2025-12-18
[2025-12-18T20:36:05.403711] [DEBUG] [REMOTE    ] ATOM: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:05.405310] [DEBUG] [LOCAL     ] Loaded configuration for ATOM: 8 features, N/A% accuracy
[2025-12-18T20:36:05.405367] [INFO ] [LOCAL     ] ATOM: Loaded 8 optimal features with 58.80% confidence from JSON config
[2025-12-18T20:36:05.405398] [DEBUG] [MAG       ] Building data for symbol: ATOM with lookback: 0
[2025-12-18T20:36:05.406259] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-18T20:36:05.406323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:05.411238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:05.413039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:05.413528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:36:05.452570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-18T20:36:05.453672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-18T20:36:05.455343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-18T20:36:05.456446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-18T20:36:05.457147] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:05.501446] [DEBUG] [MAG       ] NAAS: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:05.573630] [DEBUG] [MAG       ] GE: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:05.592094] [INFO ] [LOCAL     ] NAAS: Saved forecast.
[2025-12-18T20:36:05.592187] [INFO ] [main      ] NAAS: Signal=1 (Conf=90.0%), Magnitude=0.65% (Conf=43.6884%)
[2025-12-18T20:36:05.592372] [INFO ] [main      ] Fetching symbol history for MCI...
[2025-12-18T20:36:05.592418] [DEBUG] [REMOTE    ] MCI: Fetching historical data.
[2025-12-18T20:36:05.593476] [INFO ] [main      ] Progress: 259/421 forecasts completed (61.5%). NAAS finished in 0.6s. ETA: 27.6s. Rate: 352.75 forecasts/min
[2025-12-18T20:36:05.604709] [DEBUG] [REMOTE    ] MCI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:05.605695] [DEBUG] [LOCAL     ] Loaded configuration for MCI: 5 features, N/A% accuracy
[2025-12-18T20:36:05.605755] [INFO ] [LOCAL     ] MCI: Loaded 5 optimal features with 52.41% confidence from JSON config
[2025-12-18T20:36:05.605788] [DEBUG] [MAG       ] Building data for symbol: MCI with lookback: 0
[2025-12-18T20:36:05.606656] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:36:05.606721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:05.611827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:05.612821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-18T20:36:05.615614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-18T20:36:05.617665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-18T20:36:05.618794] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:05.705768] [DEBUG] [MAG       ] LCNB: Last date is validated at 2025-12-18
[2025-12-18T20:36:05.811635] [DEBUG] [MAG       ] ATOM: Last date is validated at 2025-12-18
[2025-12-18T20:36:05.854204] [INFO ] [LOCAL     ] GE: Saved forecast.
[2025-12-18T20:36:05.854277] [INFO ] [main      ] GE: Signal=1 (Conf=90.0%), Magnitude=2.54% (Conf=53.7006%)
[2025-12-18T20:36:05.854658] [INFO ] [main      ] Fetching symbol history for GTX...
[2025-12-18T20:36:05.854710] [DEBUG] [REMOTE    ] GTX: Fetching historical data.
[2025-12-18T20:36:05.855497] [INFO ] [main      ] Progress: 260/421 forecasts completed (61.8%). GE finished in 0.8s. ETA: 27.4s. Rate: 352.02 forecasts/min
[2025-12-18T20:36:05.866755] [DEBUG] [REMOTE    ] GTX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:05.867699] [DEBUG] [LOCAL     ] Loaded configuration for GTX: 3 features, N/A% accuracy
[2025-12-18T20:36:05.867755] [INFO ] [LOCAL     ] GTX: Loaded 3 optimal features with 65.77% confidence from JSON config
[2025-12-18T20:36:05.867788] [DEBUG] [MAG       ] Building data for symbol: GTX with lookback: 0
[2025-12-18T20:36:05.868662] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:36:05.868729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:05.870516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:05.871074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-18T20:36:05.875329] [DEBUG] [MAG       ] LCNB: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:05.875867] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:05.942331] [INFO ] [LOCAL     ] LCNB: Saved forecast.
[2025-12-18T20:36:05.942397] [INFO ] [main      ] LCNB: Signal=1 (Conf=90.0%), Magnitude=-1.53% (Conf=60.5229%)
[2025-12-18T20:36:05.942558] [INFO ] [main      ] Fetching symbol history for WBX...
[2025-12-18T20:36:05.942820] [DEBUG] [REMOTE    ] WBX: Fetching historical data.
[2025-12-18T20:36:05.944681] [INFO ] [main      ] Progress: 261/421 forecasts completed (62.0%). LCNB finished in 0.7s. ETA: 27.2s. Rate: 352.66 forecasts/min
[2025-12-18T20:36:05.953246] [DEBUG] [REMOTE    ] WBX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:05.954844] [DEBUG] [LOCAL     ] Loaded configuration for WBX: 2 features, N/A% accuracy
[2025-12-18T20:36:05.954902] [INFO ] [LOCAL     ] WBX: Loaded 2 optimal features with 65.89% confidence from JSON config
[2025-12-18T20:36:05.954935] [DEBUG] [MAG       ] Building data for symbol: WBX with lookback: 0
[2025-12-18T20:36:05.955767] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:36:05.955833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:05.960559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-18T20:36:05.961097] [DEBUG] [MAG       ] MCI: Last date is validated at 2025-12-18
[2025-12-18T20:36:05.961248] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:05.990996] [DEBUG] [MAG       ] ATOM: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:06.078831] [INFO ] [LOCAL     ] ATOM: Saved forecast.
[2025-12-18T20:36:06.078897] [INFO ] [main      ] ATOM: Signal=1 (Conf=90.0%), Magnitude=8.91% (Conf=58.8046%)
[2025-12-18T20:36:06.079082] [INFO ] [main      ] Fetching symbol history for NABL...
[2025-12-18T20:36:06.079130] [DEBUG] [REMOTE    ] NABL: Fetching historical data.
[2025-12-18T20:36:06.080668] [INFO ] [main      ] Progress: 262/421 forecasts completed (62.2%). ATOM finished in 0.7s. ETA: 27.0s. Rate: 352.94 forecasts/min
[2025-12-18T20:36:06.090334] [DEBUG] [REMOTE    ] NABL: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:06.091299] [DEBUG] [LOCAL     ] Loaded configuration for NABL: 6 features, N/A% accuracy
[2025-12-18T20:36:06.091353] [INFO ] [LOCAL     ] NABL: Loaded 6 optimal features with 50.17% confidence from JSON config
[2025-12-18T20:36:06.091385] [DEBUG] [MAG       ] Building data for symbol: NABL with lookback: 0
[2025-12-18T20:36:06.092202] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:36:06.092264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:06.093957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:06.094475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:06.094889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-18T20:36:06.148510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-18T20:36:06.149907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-18T20:36:06.150630] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:06.155128] [DEBUG] [MAG       ] MCI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:06.223972] [DEBUG] [MAG       ] GTX: Last date is validated at 2025-12-18
[2025-12-18T20:36:06.228046] [INFO ] [LOCAL     ] MCI: Saved forecast.
[2025-12-18T20:36:06.228113] [INFO ] [main      ] MCI: Signal=1 (Conf=90.0%), Magnitude=-1.15% (Conf=52.4144%)
[2025-12-18T20:36:06.228283] [INFO ] [main      ] Fetching symbol history for CNSP...
[2025-12-18T20:36:06.228325] [DEBUG] [REMOTE    ] CNSP: Fetching historical data.
[2025-12-18T20:36:06.229654] [INFO ] [main      ] Progress: 263/421 forecasts completed (62.5%). MCI finished in 0.6s. ETA: 26.8s. Rate: 353.10 forecasts/min
[2025-12-18T20:36:06.239618] [DEBUG] [REMOTE    ] CNSP: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:06.240686] [DEBUG] [LOCAL     ] Loaded configuration for CNSP: 4 features, N/A% accuracy
[2025-12-18T20:36:06.240738] [INFO ] [LOCAL     ] CNSP: Loaded 4 optimal features with 29.76% confidence from JSON config
[2025-12-18T20:36:06.240770] [DEBUG] [MAG       ] Building data for symbol: CNSP with lookback: 0
[2025-12-18T20:36:06.241560] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:06.241653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:06.246372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:06.247332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-18T20:36:06.248512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-18T20:36:06.249904] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:06.304142] [DEBUG] [MAG       ] WBX: Last date is validated at 2025-12-18
[2025-12-18T20:36:06.392433] [DEBUG] [MAG       ] GTX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:06.474111] [INFO ] [LOCAL     ] GTX: Saved forecast.
[2025-12-18T20:36:06.474212] [INFO ] [main      ] GTX: Signal=1 (Conf=90.0%), Magnitude=0.17% (Conf=65.7706%)
[2025-12-18T20:36:06.474685] [INFO ] [main      ] Progress: 264/421 forecasts completed (62.7%). GTX finished in 0.6s. ETA: 26.7s. Rate: 352.51 forecasts/min
[2025-12-18T20:36:06.474852] [INFO ] [main      ] Fetching symbol history for TSDD...
[2025-12-18T20:36:06.474918] [DEBUG] [REMOTE    ] TSDD: Fetching historical data.
[2025-12-18T20:36:06.479191] [DEBUG] [MAG       ] WBX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:06.486940] [DEBUG] [REMOTE    ] TSDD: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:06.487919] [DEBUG] [LOCAL     ] Loaded configuration for TSDD: 6 features, N/A% accuracy
[2025-12-18T20:36:06.487971] [INFO ] [LOCAL     ] TSDD: Loaded 6 optimal features with 58.58% confidence from JSON config
[2025-12-18T20:36:06.488003] [DEBUG] [MAG       ] Building data for symbol: TSDD with lookback: 0
[2025-12-18T20:36:06.488788] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:36:06.488849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:06.493634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:06.495394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:06.495890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:06.496277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:36:06.498603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-18T20:36:06.502428] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:06.517986] [DEBUG] [MAG       ] NABL: Last date is validated at 2025-12-18
[2025-12-18T20:36:06.557005] [INFO ] [LOCAL     ] WBX: Saved forecast.
[2025-12-18T20:36:06.557073] [INFO ] [main      ] WBX: Signal=1 (Conf=90.0%), Magnitude=8.34% (Conf=65.8947%)
[2025-12-18T20:36:06.557516] [INFO ] [main      ] Fetching symbol history for NLOP...
[2025-12-18T20:36:06.557568] [DEBUG] [REMOTE    ] NLOP: Fetching historical data.
[2025-12-18T20:36:06.557653] [INFO ] [main      ] Progress: 265/421 forecasts completed (62.9%). WBX finished in 0.6s. ETA: 26.5s. Rate: 353.19 forecasts/min
[2025-12-18T20:36:06.568883] [DEBUG] [REMOTE    ] NLOP: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:06.569670] [DEBUG] [LOCAL     ] Loaded configuration for NLOP: 6 features, N/A% accuracy
[2025-12-18T20:36:06.569727] [INFO ] [LOCAL     ] NLOP: Loaded 6 optimal features with 51.76% confidence from JSON config
[2025-12-18T20:36:06.569761] [DEBUG] [MAG       ] Building data for symbol: NLOP with lookback: 0
[2025-12-18T20:36:06.570546] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:36:06.570627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:06.572376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:06.572920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:06.573317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:36:06.574096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:06.574945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-18T20:36:06.597149] [DEBUG] [MAG       ] CNSP: Last date is validated at 2025-12-18
[2025-12-18T20:36:06.652140] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:06.687189] [DEBUG] [MAG       ] NABL: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:06.749689] [INFO ] [LOCAL     ] NABL: Saved forecast.
[2025-12-18T20:36:06.749759] [INFO ] [main      ] NABL: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=50.1663%)
[2025-12-18T20:36:06.750126] [INFO ] [main      ] Fetching symbol history for WBTN...
[2025-12-18T20:36:06.750177] [DEBUG] [REMOTE    ] WBTN: Fetching historical data.
[2025-12-18T20:36:06.750649] [INFO ] [main      ] Progress: 266/421 forecasts completed (63.2%). NABL finished in 0.7s. ETA: 26.3s. Rate: 353.01 forecasts/min
[2025-12-18T20:36:06.761815] [DEBUG] [REMOTE    ] WBTN: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:06.762978] [DEBUG] [LOCAL     ] Loaded configuration for WBTN: 3 features, N/A% accuracy
[2025-12-18T20:36:06.763039] [INFO ] [LOCAL     ] WBTN: Loaded 3 optimal features with 36.33% confidence from JSON config
[2025-12-18T20:36:06.763071] [DEBUG] [MAG       ] Building data for symbol: WBTN with lookback: 0
[2025-12-18T20:36:06.763886] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:36:06.763949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:06.769147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:36:06.770048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:06.770908] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:06.775249] [DEBUG] [MAG       ] CNSP: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:06.837564] [DEBUG] [MAG       ] TSDD: Last date is validated at 2025-12-18
[2025-12-18T20:36:06.973060] [INFO ] [LOCAL     ] CNSP: Saved forecast.
[2025-12-18T20:36:06.973140] [INFO ] [main      ] CNSP: Signal=1 (Conf=90.0%), Magnitude=-14.15% (Conf=29.7596%)
[2025-12-18T20:36:06.973522] [INFO ] [main      ] Fetching symbol history for KMX...
[2025-12-18T20:36:06.973588] [DEBUG] [REMOTE    ] KMX: Fetching historical data.
[2025-12-18T20:36:06.973643] [INFO ] [main      ] Progress: 267/421 forecasts completed (63.4%). CNSP finished in 0.7s. ETA: 26.2s. Rate: 352.60 forecasts/min
[2025-12-18T20:36:06.986656] [DEBUG] [REMOTE    ] KMX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:06.987639] [DEBUG] [LOCAL     ] Loaded configuration for KMX: 6 features, N/A% accuracy
[2025-12-18T20:36:06.987697] [INFO ] [LOCAL     ] KMX: Loaded 6 optimal features with 43.53% confidence from JSON config
[2025-12-18T20:36:06.987729] [DEBUG] [MAG       ] Building data for symbol: KMX with lookback: 0
[2025-12-18T20:36:06.988719] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:36:06.988783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:06.994215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:06.996598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:06.997109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:06.997533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:06.998693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:36:07.006275] [DEBUG] [MAG       ] TSDD: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:07.011939] [DEBUG] [MAG       ] NLOP: Last date is validated at 2025-12-18
[2025-12-18T20:36:07.042303] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:07.121473] [DEBUG] [MAG       ] WBTN: Last date is validated at 2025-12-18
[2025-12-18T20:36:07.181269] [DEBUG] [MAG       ] NLOP: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:07.206251] [INFO ] [LOCAL     ] TSDD: Saved forecast.
[2025-12-18T20:36:07.206317] [INFO ] [main      ] TSDD: Signal=1 (Conf=90.0%), Magnitude=-3.42% (Conf=58.5843%)
[2025-12-18T20:36:07.206473] [INFO ] [main      ] Fetching symbol history for ESTC...
[2025-12-18T20:36:07.206515] [DEBUG] [REMOTE    ] ESTC: Fetching historical data.
[2025-12-18T20:36:07.207544] [INFO ] [main      ] Progress: 268/421 forecasts completed (63.7%). TSDD finished in 0.7s. ETA: 26.1s. Rate: 352.11 forecasts/min
[2025-12-18T20:36:07.217619] [DEBUG] [REMOTE    ] ESTC: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:07.218437] [DEBUG] [LOCAL     ] Loaded configuration for ESTC: 10 features, N/A% accuracy
[2025-12-18T20:36:07.218496] [INFO ] [LOCAL     ] ESTC: Loaded 10 optimal features with 50.43% confidence from JSON config
[2025-12-18T20:36:07.218528] [DEBUG] [MAG       ] Building data for symbol: ESTC with lookback: 0
[2025-12-18T20:36:07.219336] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-18T20:36:07.219400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:07.224279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:07.226066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:07.226538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:07.226943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-18T20:36:07.256846] [INFO ] [LOCAL     ] NLOP: Saved forecast.
[2025-12-18T20:36:07.256915] [INFO ] [main      ] NLOP: Signal=1 (Conf=90.0%), Magnitude=4.83% (Conf=51.7626%)
[2025-12-18T20:36:07.257273] [INFO ] [main      ] Fetching symbol history for NVS...
[2025-12-18T20:36:07.257324] [DEBUG] [REMOTE    ] NVS: Fetching historical data.
[2025-12-18T20:36:07.257651] [INFO ] [main      ] Progress: 269/421 forecasts completed (63.9%). NLOP finished in 0.7s. ETA: 25.8s. Rate: 353.04 forecasts/min
[2025-12-18T20:36:07.268635] [DEBUG] [REMOTE    ] NVS: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:07.269649] [DEBUG] [LOCAL     ] Loaded configuration for NVS: 6 features, N/A% accuracy
[2025-12-18T20:36:07.269703] [INFO ] [LOCAL     ] NVS: Loaded 6 optimal features with 47.22% confidence from JSON config
[2025-12-18T20:36:07.269735] [DEBUG] [MAG       ] Building data for symbol: NVS with lookback: 0
[2025-12-18T20:36:07.270567] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:36:07.270656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:07.275613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:36:07.276441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:07.277294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-18T20:36:07.278650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-18T20:36:07.281646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-18T20:36:07.282763] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:07.294775] [DEBUG] [MAG       ] WBTN: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:07.338232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:36:07.339723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-18T20:36:07.341884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:07.342348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-18T20:36:07.343496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-18T20:36:07.345547] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:07.381341] [INFO ] [LOCAL     ] WBTN: Saved forecast.
[2025-12-18T20:36:07.381409] [INFO ] [main      ] WBTN: Signal=1 (Conf=90.0%), Magnitude=3.97% (Conf=36.3287%)
[2025-12-18T20:36:07.381833] [INFO ] [main      ] Fetching symbol history for BOH...
[2025-12-18T20:36:07.381894] [DEBUG] [REMOTE    ] BOH: Fetching historical data.
[2025-12-18T20:36:07.382644] [INFO ] [main      ] Progress: 270/421 forecasts completed (64.1%). WBTN finished in 0.6s. ETA: 25.6s. Rate: 353.38 forecasts/min
[2025-12-18T20:36:07.393985] [DEBUG] [REMOTE    ] BOH: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:07.394892] [DEBUG] [LOCAL     ] Loaded configuration for BOH: 5 features, N/A% accuracy
[2025-12-18T20:36:07.394950] [INFO ] [LOCAL     ] BOH: Loaded 5 optimal features with 56.69% confidence from JSON config
[2025-12-18T20:36:07.394993] [DEBUG] [MAG       ] Building data for symbol: BOH with lookback: 0
[2025-12-18T20:36:07.395856] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:36:07.395918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:07.397208] [DEBUG] [MAG       ] KMX: Last date is validated at 2025-12-18
[2025-12-18T20:36:07.400891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:36:07.401743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:36:07.402889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-18T20:36:07.407000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-18T20:36:07.408108] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:07.567646] [DEBUG] [MAG       ] KMX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:07.633357] [DEBUG] [MAG       ] NVS: Last date is validated at 2025-12-18
[2025-12-18T20:36:07.676316] [INFO ] [LOCAL     ] KMX: Saved forecast.
[2025-12-18T20:36:07.676387] [INFO ] [main      ] KMX: Signal=1 (Conf=90.0%), Magnitude=-1.48% (Conf=43.5309%)
[2025-12-18T20:36:07.676785] [INFO ] [main      ] Fetching symbol history for STK...
[2025-12-18T20:36:07.676841] [DEBUG] [REMOTE    ] STK: Fetching historical data.
[2025-12-18T20:36:07.678667] [INFO ] [main      ] Progress: 271/421 forecasts completed (64.4%). KMX finished in 0.7s. ETA: 25.5s. Rate: 352.42 forecasts/min
[2025-12-18T20:36:07.680793] [DEBUG] [MAG       ] ESTC: Last date is validated at 2025-12-18
[2025-12-18T20:36:07.689140] [DEBUG] [REMOTE    ] STK: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:07.690455] [DEBUG] [LOCAL     ] Loaded configuration for STK: 5 features, N/A% accuracy
[2025-12-18T20:36:07.690523] [INFO ] [LOCAL     ] STK: Loaded 5 optimal features with 54.49% confidence from JSON config
[2025-12-18T20:36:07.690556] [DEBUG] [MAG       ] Building data for symbol: STK with lookback: 0
[2025-12-18T20:36:07.691454] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:36:07.691517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:07.696610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:07.698533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:07.699152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:36:07.740131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-18T20:36:07.741466] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:07.755528] [DEBUG] [MAG       ] BOH: Last date is validated at 2025-12-18
[2025-12-18T20:36:07.810187] [DEBUG] [MAG       ] NVS: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:07.847867] [DEBUG] [MAG       ] ESTC: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:07.910229] [INFO ] [LOCAL     ] NVS: Saved forecast.
[2025-12-18T20:36:07.910298] [INFO ] [main      ] NVS: Signal=1 (Conf=90.0%), Magnitude=1.59% (Conf=47.2228%)
[2025-12-18T20:36:07.910673] [INFO ] [main      ] Fetching symbol history for INTC...
[2025-12-18T20:36:07.910725] [DEBUG] [REMOTE    ] INTC: Fetching historical data.
[2025-12-18T20:36:07.910717] [INFO ] [main      ] Progress: 272/421 forecasts completed (64.6%). NVS finished in 0.7s. ETA: 25.4s. Rate: 351.95 forecasts/min
[2025-12-18T20:36:07.920613] [DEBUG] [MAG       ] BOH: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:07.922461] [DEBUG] [REMOTE    ] INTC: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:07.923433] [DEBUG] [LOCAL     ] Loaded configuration for INTC: 7 features, N/A% accuracy
[2025-12-18T20:36:07.923507] [INFO ] [LOCAL     ] INTC: Loaded 7 optimal features with 55.10% confidence from JSON config
[2025-12-18T20:36:07.923544] [DEBUG] [MAG       ] Building data for symbol: INTC with lookback: 0
[2025-12-18T20:36:07.924464] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-18T20:36:07.924542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:07.930289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:36:07.970079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:36:07.971459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-18T20:36:07.972134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-18T20:36:07.973969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-18T20:36:07.974419] [INFO ] [LOCAL     ] ESTC: Saved forecast.
[2025-12-18T20:36:07.974486] [INFO ] [main      ] ESTC: Signal=1 (Conf=90.0%), Magnitude=-0.55% (Conf=50.4264%)
[2025-12-18T20:36:07.974726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-18T20:36:07.974877] [INFO ] [main      ] Progress: 273/421 forecasts completed (64.8%). ESTC finished in 0.8s. ETA: 25.2s. Rate: 352.75 forecasts/min
[2025-12-18T20:36:07.974997] [INFO ] [main      ] Fetching symbol history for OCGN...
[2025-12-18T20:36:07.975039] [DEBUG] [REMOTE    ] OCGN: Fetching historical data.
[2025-12-18T20:36:07.976380] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:07.986307] [DEBUG] [REMOTE    ] OCGN: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:07.988350] [DEBUG] [LOCAL     ] Loaded configuration for OCGN: 4 features, N/A% accuracy
[2025-12-18T20:36:07.988430] [INFO ] [LOCAL     ] OCGN: Loaded 4 optimal features with 42.01% confidence from JSON config
[2025-12-18T20:36:07.988462] [DEBUG] [MAG       ] Building data for symbol: OCGN with lookback: 0
[2025-12-18T20:36:07.989333] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:07.989403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-18T20:36:08.007456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-18T20:36:08.008899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-18T20:36:08.010435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-18T20:36:08.011634] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:08.014934] [INFO ] [LOCAL     ] BOH: Saved forecast.
[2025-12-18T20:36:08.015340] [INFO ] [main      ] BOH: Signal=1 (Conf=90.0%), Magnitude=5.85% (Conf=56.6925%)
[2025-12-18T20:36:08.015728] [INFO ] [main      ] Fetching symbol history for UMC...
[2025-12-18T20:36:08.015778] [DEBUG] [REMOTE    ] UMC: Fetching historical data.
[2025-12-18T20:36:08.017768] [INFO ] [main      ] Progress: 274/421 forecasts completed (65.1%). BOH finished in 0.6s. ETA: 24.9s. Rate: 353.72 forecasts/min
[2025-12-18T20:36:08.029304] [DEBUG] [REMOTE    ] UMC: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:08.030204] [DEBUG] [LOCAL     ] Loaded configuration for UMC: 8 features, N/A% accuracy
[2025-12-18T20:36:08.030261] [INFO ] [LOCAL     ] UMC: Loaded 8 optimal features with 62.62% confidence from JSON config
[2025-12-18T20:36:08.030295] [DEBUG] [MAG       ] Building data for symbol: UMC with lookback: 0
[2025-12-18T20:36:08.031178] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-18T20:36:08.031249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:08.032998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:08.033558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:36:08.035998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:36:08.036973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-18T20:36:08.041234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-18T20:36:08.042619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-18T20:36:08.044289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-18T20:36:08.050049] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:08.100249] [DEBUG] [MAG       ] STK: Last date is validated at 2025-12-18
[2025-12-18T20:36:08.276450] [DEBUG] [MAG       ] STK: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:08.340801] [DEBUG] [MAG       ] INTC: Last date is validated at 2025-12-18
[2025-12-18T20:36:08.351917] [DEBUG] [MAG       ] OCGN: Last date is validated at 2025-12-18
[2025-12-18T20:36:08.355739] [INFO ] [LOCAL     ] STK: Saved forecast.
[2025-12-18T20:36:08.355809] [INFO ] [main      ] STK: Signal=1 (Conf=90.0%), Magnitude=2.68% (Conf=54.489%)
[2025-12-18T20:36:08.356181] [INFO ] [main      ] Fetching symbol history for ACM...
[2025-12-18T20:36:08.356235] [DEBUG] [REMOTE    ] ACM: Fetching historical data.
[2025-12-18T20:36:08.357646] [INFO ] [main      ] Progress: 275/421 forecasts completed (65.3%). STK finished in 0.7s. ETA: 24.9s. Rate: 352.43 forecasts/min
[2025-12-18T20:36:08.369427] [DEBUG] [REMOTE    ] ACM: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:08.370621] [DEBUG] [LOCAL     ] Loaded configuration for ACM: 3 features, N/A% accuracy
[2025-12-18T20:36:08.370687] [INFO ] [LOCAL     ] ACM: Loaded 3 optimal features with 67.66% confidence from JSON config
[2025-12-18T20:36:08.370721] [DEBUG] [MAG       ] Building data for symbol: ACM with lookback: 0
[2025-12-18T20:36:08.371531] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:36:08.371609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:08.373473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:08.374025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:08.374463] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:08.394665] [DEBUG] [MAG       ] UMC: Last date is validated at 2025-12-18
[2025-12-18T20:36:08.518851] [DEBUG] [MAG       ] OCGN: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:08.521493] [DEBUG] [MAG       ] INTC: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:08.563531] [DEBUG] [MAG       ] UMC: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:08.620385] [INFO ] [LOCAL     ] INTC: Saved forecast.
[2025-12-18T20:36:08.620455] [INFO ] [main      ] INTC: Signal=1 (Conf=90.0%), Magnitude=1.98% (Conf=55.1025%)
[2025-12-18T20:36:08.620648] [INFO ] [main      ] Fetching symbol history for BGLC...
[2025-12-18T20:36:08.620697] [DEBUG] [REMOTE    ] BGLC: Fetching historical data.
[2025-12-18T20:36:08.621937] [INFO ] [main      ] Progress: 276/421 forecasts completed (65.6%). INTC finished in 0.7s. ETA: 24.7s. Rate: 351.73 forecasts/min
[2025-12-18T20:36:08.628596] [INFO ] [LOCAL     ] UMC: Saved forecast.
[2025-12-18T20:36:08.628656] [INFO ] [main      ] UMC: Signal=1 (Conf=90.0%), Magnitude=-2.63% (Conf=62.6217%)
[2025-12-18T20:36:08.628959] [INFO ] [main      ] Progress: 277/421 forecasts completed (65.8%). UMC finished in 0.6s. ETA: 24.5s. Rate: 352.95 forecasts/min
[2025-12-18T20:36:08.629093] [INFO ] [main      ] Fetching symbol history for EYE...
[2025-12-18T20:36:08.629136] [DEBUG] [REMOTE    ] EYE: Fetching historical data.
[2025-12-18T20:36:08.632020] [DEBUG] [REMOTE    ] BGLC: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:08.632121] [INFO ] [LOCAL     ] OCGN: Saved forecast.
[2025-12-18T20:36:08.632190] [INFO ] [main      ] OCGN: Signal=1 (Conf=90.0%), Magnitude=-0.59% (Conf=42.0134%)
[2025-12-18T20:36:08.632620] [INFO ] [main      ] Fetching symbol history for PPH...
[2025-12-18T20:36:08.632671] [DEBUG] [REMOTE    ] PPH: Fetching historical data.
[2025-12-18T20:36:08.632741] [INFO ] [main      ] Progress: 278/421 forecasts completed (66.0%). OCGN finished in 0.7s. ETA: 24.2s. Rate: 354.19 forecasts/min
[2025-12-18T20:36:08.632972] [DEBUG] [LOCAL     ] Loaded configuration for BGLC: 11 features, N/A% accuracy
[2025-12-18T20:36:08.633054] [INFO ] [LOCAL     ] BGLC: Loaded 11 optimal features with 56.40% confidence from JSON config
[2025-12-18T20:36:08.633088] [DEBUG] [MAG       ] Building data for symbol: BGLC with lookback: 0
[2025-12-18T20:36:08.634220] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-18T20:36:08.634387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:08.639596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:08.640786] [DEBUG] [REMOTE    ] EYE: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:08.641481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:08.641765] [DEBUG] [LOCAL     ] Loaded configuration for EYE: 3 features, N/A% accuracy
[2025-12-18T20:36:08.641818] [INFO ] [LOCAL     ] EYE: Loaded 3 optimal features with 46.65% confidence from JSON config
[2025-12-18T20:36:08.641851] [DEBUG] [MAG       ] Building data for symbol: EYE with lookback: 0
[2025-12-18T20:36:08.642020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:08.642510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:08.642690] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:36:08.642753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:08.642935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:36:08.643737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:36:08.643775] [DEBUG] [REMOTE    ] PPH: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:08.644429] [DEBUG] [LOCAL     ] Loaded configuration for PPH: 6 features, N/A% accuracy
[2025-12-18T20:36:08.644480] [INFO ] [LOCAL     ] PPH: Loaded 6 optimal features with 54.07% confidence from JSON config
[2025-12-18T20:36:08.644511] [DEBUG] [MAG       ] Building data for symbol: PPH with lookback: 0
[2025-12-18T20:36:08.645271] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:36:08.645334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:08.646271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:36:08.647039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:08.647249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:36:08.647539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:08.647966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:36:08.647993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-18T20:36:08.648562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-18T20:36:08.649252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-18T20:36:08.650821] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:08.686691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-18T20:36:08.729983] [DEBUG] [MAG       ] ACM: Last date is validated at 2025-12-18
[2025-12-18T20:36:08.755087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-18T20:36:08.756511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-18T20:36:08.759316] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:08.764936] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:08.910667] [DEBUG] [MAG       ] ACM: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:09.004673] [DEBUG] [MAG       ] BGLC: Last date is validated at 2025-12-18
[2025-12-18T20:36:09.018543] [INFO ] [LOCAL     ] ACM: Saved forecast.
[2025-12-18T20:36:09.018633] [INFO ] [main      ] ACM: Signal=1 (Conf=90.0%), Magnitude=4.66% (Conf=67.6611%)
[2025-12-18T20:36:09.019118] [INFO ] [main      ] Fetching symbol history for JVA...
[2025-12-18T20:36:09.019179] [DEBUG] [REMOTE    ] JVA: Fetching historical data.
[2025-12-18T20:36:09.019667] [INFO ] [main      ] Progress: 279/421 forecasts completed (66.3%). ACM finished in 0.7s. ETA: 24.2s. Rate: 352.57 forecasts/min
[2025-12-18T20:36:09.031450] [DEBUG] [REMOTE    ] JVA: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:09.032629] [DEBUG] [LOCAL     ] Loaded configuration for JVA: 4 features, N/A% accuracy
[2025-12-18T20:36:09.032687] [INFO ] [LOCAL     ] JVA: Loaded 4 optimal features with 58.89% confidence from JSON config
[2025-12-18T20:36:09.032720] [DEBUG] [MAG       ] Building data for symbol: JVA with lookback: 0
[2025-12-18T20:36:09.033534] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:09.033619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:09.038343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:36:09.040901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:36:09.041908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-18T20:36:09.042927] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:09.096034] [DEBUG] [MAG       ] PPH: Last date is validated at 2025-12-18
[2025-12-18T20:36:09.106017] [DEBUG] [MAG       ] EYE: Last date is validated at 2025-12-18
[2025-12-18T20:36:09.186169] [DEBUG] [MAG       ] BGLC: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:09.262495] [DEBUG] [MAG       ] PPH: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:09.276980] [DEBUG] [MAG       ] EYE: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:09.351482] [INFO ] [LOCAL     ] PPH: Saved forecast.
[2025-12-18T20:36:09.351559] [INFO ] [main      ] PPH: Signal=1 (Conf=90.0%), Magnitude=1.65% (Conf=54.0703%)
[2025-12-18T20:36:09.351958] [INFO ] [main      ] Fetching symbol history for FLYE...
[2025-12-18T20:36:09.352009] [DEBUG] [REMOTE    ] FLYE: Fetching historical data.
[2025-12-18T20:36:09.352027] [INFO ] [main      ] Progress: 280/421 forecasts completed (66.5%). PPH finished in 0.7s. ETA: 24.1s. Rate: 351.38 forecasts/min
[2025-12-18T20:36:09.352159] [INFO ] [LOCAL     ] EYE: Saved forecast.
[2025-12-18T20:36:09.352227] [INFO ] [main      ] EYE: Signal=1 (Conf=90.0%), Magnitude=-0.17% (Conf=46.6457%)
[2025-12-18T20:36:09.352668] [INFO ] [main      ] Fetching symbol history for VAC...
[2025-12-18T20:36:09.352718] [DEBUG] [REMOTE    ] VAC: Fetching historical data.
[2025-12-18T20:36:09.352730] [INFO ] [main      ] Progress: 281/421 forecasts completed (66.7%). EYE finished in 0.7s. ETA: 23.8s. Rate: 352.62 forecasts/min
[2025-12-18T20:36:09.363267] [DEBUG] [REMOTE    ] FLYE: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:09.363560] [DEBUG] [REMOTE    ] VAC: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:09.364112] [DEBUG] [LOCAL     ] Loaded configuration for FLYE: 4 features, N/A% accuracy
[2025-12-18T20:36:09.364168] [INFO ] [LOCAL     ] FLYE: Loaded 4 optimal features with 34.76% confidence from JSON config
[2025-12-18T20:36:09.364200] [DEBUG] [MAG       ] Building data for symbol: FLYE with lookback: 0
[2025-12-18T20:36:09.364246] [DEBUG] [LOCAL     ] Loaded configuration for VAC: 4 features, N/A% accuracy
[2025-12-18T20:36:09.364299] [INFO ] [LOCAL     ] VAC: Loaded 4 optimal features with 49.65% confidence from JSON config
[2025-12-18T20:36:09.364334] [DEBUG] [MAG       ] Building data for symbol: VAC with lookback: 0
[2025-12-18T20:36:09.364989] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:09.365049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:09.365120] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:09.365180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:09.366044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-18T20:36:09.366807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-18T20:36:09.367483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-18T20:36:09.369060] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:09.370220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:09.372057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:09.372626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:09.373021] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:09.378438] [DEBUG] [MAG       ] JVA: Last date is validated at 2025-12-18
[2025-12-18T20:36:09.399464] [INFO ] [LOCAL     ] BGLC: Saved forecast.
[2025-12-18T20:36:09.399536] [INFO ] [main      ] BGLC: Signal=1 (Conf=90.0%), Magnitude=26.47% (Conf=56.3977%)
[2025-12-18T20:36:09.399995] [INFO ] [main      ] Progress: 282/421 forecasts completed (67.0%). BGLC finished in 0.8s. ETA: 23.6s. Rate: 353.53 forecasts/min
[2025-12-18T20:36:09.400122] [INFO ] [main      ] Fetching symbol history for GD...
[2025-12-18T20:36:09.400165] [DEBUG] [REMOTE    ] GD: Fetching historical data.
[2025-12-18T20:36:09.412225] [DEBUG] [REMOTE    ] GD: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:09.413093] [DEBUG] [LOCAL     ] Loaded configuration for GD: 1 features, N/A% accuracy
[2025-12-18T20:36:09.413145] [INFO ] [LOCAL     ] GD: Loaded 1 optimal features with 61.78% confidence from JSON config
[2025-12-18T20:36:09.413177] [DEBUG] [MAG       ] Building data for symbol: GD with lookback: 0
[2025-12-18T20:36:09.413991] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-18T20:36:09.414049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:36:09.415028] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:09.545788] [DEBUG] [MAG       ] JVA: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:09.614283] [INFO ] [LOCAL     ] JVA: Saved forecast.
[2025-12-18T20:36:09.614352] [INFO ] [main      ] JVA: Signal=1 (Conf=90.0%), Magnitude=-4.93% (Conf=58.8929%)
[2025-12-18T20:36:09.614517] [INFO ] [main      ] Fetching symbol history for NVTS...
[2025-12-18T20:36:09.614561] [DEBUG] [REMOTE    ] NVTS: Fetching historical data.
[2025-12-18T20:36:09.615800] [INFO ] [main      ] Progress: 283/421 forecasts completed (67.2%). JVA finished in 0.6s. ETA: 23.4s. Rate: 353.19 forecasts/min
[2025-12-18T20:36:09.626379] [DEBUG] [REMOTE    ] NVTS: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:09.627675] [DEBUG] [LOCAL     ] Loaded configuration for NVTS: 4 features, N/A% accuracy
[2025-12-18T20:36:09.627732] [INFO ] [LOCAL     ] NVTS: Loaded 4 optimal features with 53.50% confidence from JSON config
[2025-12-18T20:36:09.627763] [DEBUG] [MAG       ] Building data for symbol: NVTS with lookback: 0
[2025-12-18T20:36:09.628535] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:09.628614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:09.633408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:36:09.635897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:36:09.674898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-18T20:36:09.679424] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:09.703433] [DEBUG] [MAG       ] VAC: Last date is validated at 2025-12-18
[2025-12-18T20:36:09.731529] [DEBUG] [MAG       ] FLYE: Last date is validated at 2025-12-18
[2025-12-18T20:36:09.773471] [DEBUG] [MAG       ] GD: Last date is validated at 2025-12-18
[2025-12-18T20:36:09.870806] [DEBUG] [MAG       ] VAC: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:09.900346] [DEBUG] [MAG       ] FLYE: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:09.950270] [DEBUG] [MAG       ] GD: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:09.991852] [INFO ] [LOCAL     ] VAC: Saved forecast.
[2025-12-18T20:36:09.991925] [INFO ] [main      ] VAC: Signal=1 (Conf=90.0%), Magnitude=1.89% (Conf=49.6509%)
[2025-12-18T20:36:09.992086] [INFO ] [main      ] Fetching symbol history for BHFAM...
[2025-12-18T20:36:09.992128] [DEBUG] [REMOTE    ] BHFAM: Fetching historical data.
[2025-12-18T20:36:09.993769] [INFO ] [main      ] Progress: 284/421 forecasts completed (67.5%). VAC finished in 0.6s. ETA: 23.4s. Rate: 351.67 forecasts/min
[2025-12-18T20:36:10.003408] [DEBUG] [REMOTE    ] BHFAM: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:10.004333] [DEBUG] [LOCAL     ] Loaded configuration for BHFAM: 7 features, N/A% accuracy
[2025-12-18T20:36:10.004387] [INFO ] [LOCAL     ] BHFAM: Loaded 7 optimal features with 60.72% confidence from JSON config
[2025-12-18T20:36:10.004418] [DEBUG] [MAG       ] Building data for symbol: BHFAM with lookback: 0
[2025-12-18T20:36:10.005225] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-18T20:36:10.005291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:10.006999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:10.007517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:10.007989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:10.008379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-18T20:36:10.022958] [DEBUG] [MAG       ] NVTS: Last date is validated at 2025-12-18
[2025-12-18T20:36:10.061419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-18T20:36:10.062628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-18T20:36:10.064181] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:10.074792] [INFO ] [LOCAL     ] GD: Saved forecast.
[2025-12-18T20:36:10.074877] [INFO ] [main      ] GD: Signal=1 (Conf=90.0%), Magnitude=-0.48% (Conf=61.7785%)
[2025-12-18T20:36:10.075593] [INFO ] [main      ] Fetching symbol history for TRMD...
[2025-12-18T20:36:10.075645] [DEBUG] [REMOTE    ] TRMD: Fetching historical data.
[2025-12-18T20:36:10.078174] [INFO ] [main      ] Progress: 285/421 forecasts completed (67.7%). GD finished in 0.7s. ETA: 23.2s. Rate: 352.30 forecasts/min
[2025-12-18T20:36:10.086963] [DEBUG] [REMOTE    ] TRMD: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:10.087827] [DEBUG] [LOCAL     ] Loaded configuration for TRMD: 1 features, N/A% accuracy
[2025-12-18T20:36:10.087884] [INFO ] [LOCAL     ] TRMD: Loaded 1 optimal features with 52.32% confidence from JSON config
[2025-12-18T20:36:10.087916] [DEBUG] [MAG       ] Building data for symbol: TRMD with lookback: 0
[2025-12-18T20:36:10.088743] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-18T20:36:10.088799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-18T20:36:10.089480] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:10.107969] [INFO ] [LOCAL     ] FLYE: Saved forecast.
[2025-12-18T20:36:10.108035] [INFO ] [main      ] FLYE: Signal=1 (Conf=90.0%), Magnitude=-52.88% (Conf=34.7569%)
[2025-12-18T20:36:10.108400] [INFO ] [main      ] Fetching symbol history for PFGC...
[2025-12-18T20:36:10.108450] [DEBUG] [REMOTE    ] PFGC: Fetching historical data.
[2025-12-18T20:36:10.109697] [INFO ] [main      ] Progress: 286/421 forecasts completed (67.9%). FLYE finished in 0.8s. ETA: 22.9s. Rate: 353.31 forecasts/min
[2025-12-18T20:36:10.120331] [DEBUG] [REMOTE    ] PFGC: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:10.121165] [DEBUG] [LOCAL     ] Loaded configuration for PFGC: 2 features, N/A% accuracy
[2025-12-18T20:36:10.121215] [INFO ] [LOCAL     ] PFGC: Loaded 2 optimal features with 55.11% confidence from JSON config
[2025-12-18T20:36:10.121257] [DEBUG] [MAG       ] Building data for symbol: PFGC with lookback: 0
[2025-12-18T20:36:10.122037] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:36:10.122096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:36:10.123300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-18T20:36:10.124188] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:10.218447] [DEBUG] [MAG       ] NVTS: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:10.305875] [INFO ] [LOCAL     ] NVTS: Saved forecast.
[2025-12-18T20:36:10.305940] [INFO ] [main      ] NVTS: Signal=1 (Conf=90.0%), Magnitude=0.11% (Conf=53.5025%)
[2025-12-18T20:36:10.306128] [INFO ] [main      ] Fetching symbol history for ALHC...
[2025-12-18T20:36:10.306173] [DEBUG] [REMOTE    ] ALHC: Fetching historical data.
[2025-12-18T20:36:10.306970] [INFO ] [main      ] Progress: 287/421 forecasts completed (68.2%). NVTS finished in 0.7s. ETA: 22.8s. Rate: 353.11 forecasts/min
[2025-12-18T20:36:10.318700] [DEBUG] [REMOTE    ] ALHC: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:10.319653] [DEBUG] [LOCAL     ] Loaded configuration for ALHC: 4 features, N/A% accuracy
[2025-12-18T20:36:10.319712] [INFO ] [LOCAL     ] ALHC: Loaded 4 optimal features with 45.37% confidence from JSON config
[2025-12-18T20:36:10.319753] [DEBUG] [MAG       ] Building data for symbol: ALHC with lookback: 0
[2025-12-18T20:36:10.320611] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:10.320673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:10.325700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:36:10.365000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:36:10.365982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:36:10.367247] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:10.412679] [DEBUG] [MAG       ] BHFAM: Last date is validated at 2025-12-18
[2025-12-18T20:36:10.432808] [DEBUG] [MAG       ] TRMD: Last date is validated at 2025-12-18
[2025-12-18T20:36:10.465716] [DEBUG] [MAG       ] PFGC: Last date is validated at 2025-12-18
[2025-12-18T20:36:10.579673] [DEBUG] [MAG       ] BHFAM: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:10.599913] [DEBUG] [MAG       ] TRMD: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:10.631561] [DEBUG] [MAG       ] PFGC: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:10.643632] [INFO ] [LOCAL     ] BHFAM: Saved forecast.
[2025-12-18T20:36:10.643707] [INFO ] [main      ] BHFAM: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=60.7176%)
[2025-12-18T20:36:10.644055] [INFO ] [main      ] Fetching symbol history for VCRB...
[2025-12-18T20:36:10.644105] [DEBUG] [REMOTE    ] VCRB: Fetching historical data.
[2025-12-18T20:36:10.644653] [INFO ] [main      ] Progress: 288/421 forecasts completed (68.4%). BHFAM finished in 0.7s. ETA: 22.7s. Rate: 351.90 forecasts/min
[2025-12-18T20:36:10.655916] [DEBUG] [REMOTE    ] VCRB: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:10.656816] [DEBUG] [LOCAL     ] Loaded configuration for VCRB: 4 features, N/A% accuracy
[2025-12-18T20:36:10.656874] [INFO ] [LOCAL     ] VCRB: Loaded 4 optimal features with 61.50% confidence from JSON config
[2025-12-18T20:36:10.656907] [DEBUG] [MAG       ] Building data for symbol: VCRB with lookback: 0
[2025-12-18T20:36:10.657722] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:10.658111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:10.663050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:36:10.663898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-18T20:36:10.664555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-18T20:36:10.666187] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:10.671005] [INFO ] [LOCAL     ] TRMD: Saved forecast.
[2025-12-18T20:36:10.671072] [INFO ] [main      ] TRMD: Signal=1 (Conf=90.0%), Magnitude=0.84% (Conf=52.3226%)
[2025-12-18T20:36:10.671232] [INFO ] [main      ] Fetching symbol history for MODG...
[2025-12-18T20:36:10.671276] [DEBUG] [REMOTE    ] MODG: Fetching historical data.
[2025-12-18T20:36:10.672160] [INFO ] [main      ] Progress: 289/421 forecasts completed (68.6%). TRMD finished in 0.6s. ETA: 22.4s. Rate: 352.92 forecasts/min
[2025-12-18T20:36:10.682311] [DEBUG] [REMOTE    ] MODG: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:10.683187] [DEBUG] [LOCAL     ] Loaded configuration for MODG: 5 features, N/A% accuracy
[2025-12-18T20:36:10.683238] [INFO ] [LOCAL     ] MODG: Loaded 5 optimal features with 62.54% confidence from JSON config
[2025-12-18T20:36:10.683268] [DEBUG] [MAG       ] Building data for symbol: MODG with lookback: 0
[2025-12-18T20:36:10.684064] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:36:10.684138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:10.685816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:10.686336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:10.686771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-18T20:36:10.708958] [DEBUG] [MAG       ] ALHC: Last date is validated at 2025-12-18
[2025-12-18T20:36:10.720586] [INFO ] [LOCAL     ] PFGC: Saved forecast.
[2025-12-18T20:36:10.720655] [INFO ] [main      ] PFGC: Signal=1 (Conf=90.0%), Magnitude=-2.17% (Conf=55.1071%)
[2025-12-18T20:36:10.721046] [INFO ] [main      ] Progress: 290/421 forecasts completed (68.9%). PFGC finished in 0.6s. ETA: 22.2s. Rate: 353.79 forecasts/min
[2025-12-18T20:36:10.721177] [INFO ] [main      ] Fetching symbol history for METCB...
[2025-12-18T20:36:10.721218] [DEBUG] [REMOTE    ] METCB: Fetching historical data.
[2025-12-18T20:36:10.732218] [DEBUG] [REMOTE    ] METCB: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:10.733127] [DEBUG] [LOCAL     ] Loaded configuration for METCB: 2 features, N/A% accuracy
[2025-12-18T20:36:10.733178] [INFO ] [LOCAL     ] METCB: Loaded 2 optimal features with 57.41% confidence from JSON config
[2025-12-18T20:36:10.733209] [DEBUG] [MAG       ] Building data for symbol: METCB with lookback: 0
[2025-12-18T20:36:10.733996] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:36:10.734054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:36:10.734776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:36:10.734832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-18T20:36:10.735482] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:10.737791] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:10.881167] [DEBUG] [MAG       ] ALHC: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:10.958785] [INFO ] [LOCAL     ] ALHC: Saved forecast.
[2025-12-18T20:36:10.958852] [INFO ] [main      ] ALHC: Signal=1 (Conf=90.0%), Magnitude=-0.23% (Conf=45.3705%)
[2025-12-18T20:36:10.959036] [INFO ] [main      ] Fetching symbol history for CDC...
[2025-12-18T20:36:10.959081] [DEBUG] [REMOTE    ] CDC: Fetching historical data.
[2025-12-18T20:36:10.959832] [INFO ] [main      ] Progress: 291/421 forecasts completed (69.1%). ALHC finished in 0.7s. ETA: 22.1s. Rate: 353.30 forecasts/min
[2025-12-18T20:36:10.970266] [DEBUG] [REMOTE    ] CDC: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:10.971398] [DEBUG] [LOCAL     ] Loaded configuration for CDC: 1 features, N/A% accuracy
[2025-12-18T20:36:10.971451] [INFO ] [LOCAL     ] CDC: Loaded 1 optimal features with 46.17% confidence from JSON config
[2025-12-18T20:36:10.971495] [DEBUG] [MAG       ] Building data for symbol: CDC with lookback: 0
[2025-12-18T20:36:10.972314] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-18T20:36:10.972375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:36:10.973130] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:11.001113] [DEBUG] [MAG       ] VCRB: Last date is validated at 2025-12-18
[2025-12-18T20:36:11.069983] [DEBUG] [MAG       ] METCB: Last date is validated at 2025-12-18
[2025-12-18T20:36:11.078657] [DEBUG] [MAG       ] MODG: Last date is validated at 2025-12-18
[2025-12-18T20:36:11.168310] [DEBUG] [MAG       ] VCRB: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:11.233630] [INFO ] [LOCAL     ] VCRB: Saved forecast.
[2025-12-18T20:36:11.233698] [INFO ] [main      ] VCRB: Signal=1 (Conf=90.0%), Magnitude=0.38% (Conf=61.5047%)
[2025-12-18T20:36:11.234066] [INFO ] [main      ] Fetching symbol history for PDBC...
[2025-12-18T20:36:11.234117] [DEBUG] [REMOTE    ] PDBC: Fetching historical data.
[2025-12-18T20:36:11.234936] [INFO ] [main      ] Progress: 292/421 forecasts completed (69.4%). VCRB finished in 0.6s. ETA: 22.0s. Rate: 352.55 forecasts/min
[2025-12-18T20:36:11.237215] [DEBUG] [MAG       ] METCB: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:11.246423] [DEBUG] [REMOTE    ] PDBC: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:11.247441] [DEBUG] [LOCAL     ] Loaded configuration for PDBC: 5 features, N/A% accuracy
[2025-12-18T20:36:11.247500] [INFO ] [LOCAL     ] PDBC: Loaded 5 optimal features with 57.57% confidence from JSON config
[2025-12-18T20:36:11.247531] [DEBUG] [MAG       ] Building data for symbol: PDBC with lookback: 0
[2025-12-18T20:36:11.248348] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:36:11.248411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:11.251204] [DEBUG] [MAG       ] MODG: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:11.253412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:11.255353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:11.255888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:11.256277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:36:11.257209] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:11.308194] [INFO ] [LOCAL     ] METCB: Saved forecast.
[2025-12-18T20:36:11.308259] [INFO ] [main      ] METCB: Signal=1 (Conf=90.0%), Magnitude=-3.31% (Conf=57.4076%)
[2025-12-18T20:36:11.308619] [INFO ] [main      ] Fetching symbol history for XENE...
[2025-12-18T20:36:11.308669] [DEBUG] [REMOTE    ] XENE: Fetching historical data.
[2025-12-18T20:36:11.308664] [INFO ] [main      ] Progress: 293/421 forecasts completed (69.6%). METCB finished in 0.6s. ETA: 21.7s. Rate: 353.23 forecasts/min
[2025-12-18T20:36:11.316432] [DEBUG] [MAG       ] CDC: Last date is validated at 2025-12-18
[2025-12-18T20:36:11.319508] [DEBUG] [REMOTE    ] XENE: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:11.320638] [DEBUG] [LOCAL     ] Loaded configuration for XENE: 4 features, N/A% accuracy
[2025-12-18T20:36:11.320713] [INFO ] [LOCAL     ] XENE: Loaded 4 optimal features with 60.93% confidence from JSON config
[2025-12-18T20:36:11.320745] [DEBUG] [MAG       ] Building data for symbol: XENE with lookback: 0
[2025-12-18T20:36:11.321523] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:11.321601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:11.322527] [INFO ] [LOCAL     ] MODG: Saved forecast.
[2025-12-18T20:36:11.322622] [INFO ] [main      ] MODG: Signal=1 (Conf=90.0%), Magnitude=3.95% (Conf=62.5386%)
[2025-12-18T20:36:11.323118] [INFO ] [main      ] Fetching symbol history for GIS...
[2025-12-18T20:36:11.323176] [DEBUG] [REMOTE    ] GIS: Fetching historical data.
[2025-12-18T20:36:11.323275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:11.323619] [INFO ] [main      ] Progress: 294/421 forecasts completed (69.8%). MODG finished in 0.7s. ETA: 21.5s. Rate: 354.33 forecasts/min
[2025-12-18T20:36:11.324106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:11.324497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:36:11.326902] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:11.337013] [DEBUG] [REMOTE    ] GIS: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:11.337791] [DEBUG] [LOCAL     ] Loaded configuration for GIS: 0 features, N/A% accuracy
[2025-12-18T20:36:11.337848] [INFO ] [LOCAL     ] GIS: Loaded 0 optimal features with 54.47% confidence from JSON config
[2025-12-18T20:36:11.337880] [DEBUG] [MAG       ] Building data for symbol: GIS with lookback: 0
[2025-12-18T20:36:11.338707] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-18T20:36:11.489898] [DEBUG] [MAG       ] CDC: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:11.559105] [INFO ] [LOCAL     ] CDC: Saved forecast.
[2025-12-18T20:36:11.559176] [INFO ] [main      ] CDC: Signal=1 (Conf=90.0%), Magnitude=-0.54% (Conf=46.1732%)
[2025-12-18T20:36:11.559564] [INFO ] [main      ] Fetching symbol history for DBRG...
[2025-12-18T20:36:11.559633] [DEBUG] [REMOTE    ] DBRG: Fetching historical data.
[2025-12-18T20:36:11.560642] [INFO ] [main      ] Progress: 295/421 forecasts completed (70.1%). CDC finished in 0.6s. ETA: 21.4s. Rate: 353.85 forecasts/min
[2025-12-18T20:36:11.571514] [DEBUG] [REMOTE    ] DBRG: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:11.572390] [DEBUG] [LOCAL     ] Loaded configuration for DBRG: 4 features, N/A% accuracy
[2025-12-18T20:36:11.572446] [INFO ] [LOCAL     ] DBRG: Loaded 4 optimal features with 56.62% confidence from JSON config
[2025-12-18T20:36:11.572478] [DEBUG] [MAG       ] Building data for symbol: DBRG with lookback: 0
[2025-12-18T20:36:11.573268] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:11.573328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:36:11.595672] [DEBUG] [MAG       ] PDBC: Last date is validated at 2025-12-18
[2025-12-18T20:36:11.613521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-18T20:36:11.670235] [DEBUG] [MAG       ] XENE: Last date is validated at 2025-12-18
[2025-12-18T20:36:11.679683] [DEBUG] [MAG       ] GIS: Last date is validated at 2025-12-18
[2025-12-18T20:36:11.690387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-18T20:36:11.692933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-18T20:36:11.699062] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:11.769331] [DEBUG] [MAG       ] PDBC: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:11.827826] [INFO ] [LOCAL     ] PDBC: Saved forecast.
[2025-12-18T20:36:11.827893] [INFO ] [main      ] PDBC: Signal=1 (Conf=90.0%), Magnitude=0.23% (Conf=57.5687%)
[2025-12-18T20:36:11.828239] [INFO ] [main      ] Progress: 296/421 forecasts completed (70.3%). PDBC finished in 0.6s. ETA: 21.2s. Rate: 353.16 forecasts/min
[2025-12-18T20:36:11.828384] [INFO ] [main      ] Fetching symbol history for VTS...
[2025-12-18T20:36:11.828425] [DEBUG] [REMOTE    ] VTS: Fetching historical data.
[2025-12-18T20:36:11.839747] [DEBUG] [REMOTE    ] VTS: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:11.840855] [DEBUG] [LOCAL     ] Loaded configuration for VTS: 4 features, N/A% accuracy
[2025-12-18T20:36:11.840912] [INFO ] [LOCAL     ] VTS: Loaded 4 optimal features with 64.63% confidence from JSON config
[2025-12-18T20:36:11.840944] [DEBUG] [MAG       ] Building data for symbol: VTS with lookback: 0
[2025-12-18T20:36:11.841848] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:11.841909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:11.843707] [DEBUG] [MAG       ] XENE: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:11.846713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:11.848545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:11.849072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:11.849464] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:11.855209] [DEBUG] [MAG       ] GIS: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:11.932870] [INFO ] [LOCAL     ] XENE: Saved forecast.
[2025-12-18T20:36:11.932937] [INFO ] [main      ] XENE: Signal=1 (Conf=90.0%), Magnitude=-2.04% (Conf=60.9251%)
[2025-12-18T20:36:11.933099] [INFO ] [main      ] Fetching symbol history for OLPX...
[2025-12-18T20:36:11.933142] [DEBUG] [REMOTE    ] OLPX: Fetching historical data.
[2025-12-18T20:36:11.933868] [INFO ] [main      ] Progress: 297/421 forecasts completed (70.5%). XENE finished in 0.6s. ETA: 21.0s. Rate: 353.61 forecasts/min
[2025-12-18T20:36:11.937236] [INFO ] [LOCAL     ] GIS: Saved forecast.
[2025-12-18T20:36:11.937315] [INFO ] [main      ] GIS: Signal=1 (Conf=90.0%), Magnitude=2.51% (Conf=54.4664%)
[2025-12-18T20:36:11.937480] [INFO ] [main      ] Fetching symbol history for S...
[2025-12-18T20:36:11.937524] [DEBUG] [REMOTE    ] S: Fetching historical data.
[2025-12-18T20:36:11.937744] [INFO ] [main      ] Progress: 298/421 forecasts completed (70.8%). GIS finished in 0.6s. ETA: 20.8s. Rate: 354.78 forecasts/min
[2025-12-18T20:36:11.945333] [DEBUG] [REMOTE    ] OLPX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:11.946497] [DEBUG] [LOCAL     ] Loaded configuration for OLPX: 14 features, N/A% accuracy
[2025-12-18T20:36:11.946548] [INFO ] [LOCAL     ] OLPX: Loaded 14 optimal features with 36.61% confidence from JSON config
[2025-12-18T20:36:11.946604] [DEBUG] [MAG       ] Building data for symbol: OLPX with lookback: 0
[2025-12-18T20:36:11.947396] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2025-12-18T20:36:11.947468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:11.948309] [DEBUG] [REMOTE    ] S: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:11.948982] [DEBUG] [LOCAL     ] Loaded configuration for S: 6 features, N/A% accuracy
[2025-12-18T20:36:11.949056] [INFO ] [LOCAL     ] S: Loaded 6 optimal features with 63.38% confidence from JSON config
[2025-12-18T20:36:11.949096] [DEBUG] [MAG       ] Building data for symbol: S with lookback: 0
[2025-12-18T20:36:11.949890] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:36:11.949951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:11.952366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:11.954153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:11.954641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:11.954823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:11.955514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:36:11.956693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:11.957284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:11.957893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-18T20:36:11.957906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:11.958466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-18T20:36:11.959895] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:11.960616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-18T20:36:11.961317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-18T20:36:11.963322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-18T20:36:11.965803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-18T20:36:11.967256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-18T20:36:11.968442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-18T20:36:11.970607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-18T20:36:11.972069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-18T20:36:11.977734] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:12.043194] [DEBUG] [MAG       ] DBRG: Last date is validated at 2025-12-18
[2025-12-18T20:36:12.185755] [DEBUG] [MAG       ] VTS: Last date is validated at 2025-12-18
[2025-12-18T20:36:12.213716] [DEBUG] [MAG       ] DBRG: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:12.289374] [INFO ] [LOCAL     ] DBRG: Saved forecast.
[2025-12-18T20:36:12.289443] [INFO ] [main      ] DBRG: Signal=1 (Conf=90.0%), Magnitude=1.84% (Conf=56.6191%)
[2025-12-18T20:36:12.289818] [INFO ] [main      ] Fetching symbol history for ARM...
[2025-12-18T20:36:12.289873] [DEBUG] [REMOTE    ] ARM: Fetching historical data.
[2025-12-18T20:36:12.290660] [INFO ] [main      ] Progress: 299/421 forecasts completed (71.0%). DBRG finished in 0.7s. ETA: 20.7s. Rate: 353.49 forecasts/min
[2025-12-18T20:36:12.302424] [DEBUG] [REMOTE    ] ARM: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:12.303319] [DEBUG] [LOCAL     ] Loaded configuration for ARM: 8 features, N/A% accuracy
[2025-12-18T20:36:12.303371] [INFO ] [LOCAL     ] ARM: Loaded 8 optimal features with 45.92% confidence from JSON config
[2025-12-18T20:36:12.303404] [DEBUG] [MAG       ] Building data for symbol: ARM with lookback: 0
[2025-12-18T20:36:12.304198] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-18T20:36:12.304262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:12.309753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:12.311552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:12.312144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:12.312637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:12.313042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:12.313946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:36:12.315012] [DEBUG] [MAG       ] OLPX: Last date is validated at 2025-12-18
[2025-12-18T20:36:12.316395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-18T20:36:12.316767] [DEBUG] [MAG       ] S: Last date is validated at 2025-12-18
[2025-12-18T20:36:12.317448] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:12.355239] [DEBUG] [MAG       ] VTS: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:12.427456] [INFO ] [LOCAL     ] VTS: Saved forecast.
[2025-12-18T20:36:12.427530] [INFO ] [main      ] VTS: Signal=1 (Conf=90.0%), Magnitude=0.75% (Conf=64.626%)
[2025-12-18T20:36:12.427915] [INFO ] [main      ] Progress: 300/421 forecasts completed (71.3%). VTS finished in 0.6s. ETA: 20.5s. Rate: 353.72 forecasts/min
[2025-12-18T20:36:12.428039] [INFO ] [main      ] Fetching symbol history for WTI...
[2025-12-18T20:36:12.428081] [DEBUG] [REMOTE    ] WTI: Fetching historical data.
[2025-12-18T20:36:12.440310] [DEBUG] [REMOTE    ] WTI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:12.441190] [DEBUG] [LOCAL     ] Loaded configuration for WTI: 4 features, N/A% accuracy
[2025-12-18T20:36:12.441241] [INFO ] [LOCAL     ] WTI: Loaded 4 optimal features with 60.56% confidence from JSON config
[2025-12-18T20:36:12.441283] [DEBUG] [MAG       ] Building data for symbol: WTI with lookback: 0
[2025-12-18T20:36:12.442059] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:12.442118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-18T20:36:12.444927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-18T20:36:12.445983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-18T20:36:12.448599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-18T20:36:12.450201] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:12.482703] [DEBUG] [MAG       ] OLPX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:12.489667] [DEBUG] [MAG       ] S: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:12.565878] [INFO ] [LOCAL     ] S: Saved forecast.
[2025-12-18T20:36:12.565946] [INFO ] [main      ] S: Signal=1 (Conf=90.0%), Magnitude=0.30% (Conf=63.3835%)
[2025-12-18T20:36:12.566304] [INFO ] [main      ] Fetching symbol history for DNTH...
[2025-12-18T20:36:12.566355] [DEBUG] [REMOTE    ] DNTH: Fetching historical data.
[2025-12-18T20:36:12.566676] [INFO ] [main      ] Progress: 301/421 forecasts completed (71.5%). S finished in 0.6s. ETA: 20.3s. Rate: 353.93 forecasts/min
[2025-12-18T20:36:12.578313] [DEBUG] [REMOTE    ] DNTH: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:12.579481] [DEBUG] [LOCAL     ] Loaded configuration for DNTH: 3 features, N/A% accuracy
[2025-12-18T20:36:12.579533] [INFO ] [LOCAL     ] DNTH: Loaded 3 optimal features with 51.30% confidence from JSON config
[2025-12-18T20:36:12.579567] [DEBUG] [MAG       ] Building data for symbol: DNTH with lookback: 0
[2025-12-18T20:36:12.580373] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:36:12.580434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:36:12.581183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:12.582090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-18T20:36:12.596470] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:12.627587] [INFO ] [LOCAL     ] OLPX: Saved forecast.
[2025-12-18T20:36:12.627656] [INFO ] [main      ] OLPX: Signal=1 (Conf=90.0%), Magnitude=0.64% (Conf=36.6112%)
[2025-12-18T20:36:12.627818] [INFO ] [main      ] Fetching symbol history for EZGO...
[2025-12-18T20:36:12.627863] [DEBUG] [REMOTE    ] EZGO: Fetching historical data.
[2025-12-18T20:36:12.629669] [INFO ] [main      ] Progress: 302/421 forecasts completed (71.7%). OLPX finished in 0.7s. ETA: 20.1s. Rate: 354.67 forecasts/min
[2025-12-18T20:36:12.639151] [DEBUG] [REMOTE    ] EZGO: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:12.640118] [DEBUG] [LOCAL     ] Loaded configuration for EZGO: 8 features, N/A% accuracy
[2025-12-18T20:36:12.640171] [INFO ] [LOCAL     ] EZGO: Loaded 8 optimal features with 60.79% confidence from JSON config
[2025-12-18T20:36:12.640203] [DEBUG] [MAG       ] Building data for symbol: EZGO with lookback: 0
[2025-12-18T20:36:12.640994] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-18T20:36:12.641076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:12.642920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:12.643435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:12.643853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:12.644759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:36:12.647230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:36:12.648243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-18T20:36:12.649436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-18T20:36:12.650532] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:12.659796] [DEBUG] [MAG       ] ARM: Last date is validated at 2025-12-18
[2025-12-18T20:36:12.794340] [DEBUG] [MAG       ] WTI: Last date is validated at 2025-12-18
[2025-12-18T20:36:12.834983] [DEBUG] [MAG       ] ARM: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:12.938619] [DEBUG] [MAG       ] DNTH: Last date is validated at 2025-12-18
[2025-12-18T20:36:12.962641] [DEBUG] [MAG       ] WTI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:12.964949] [INFO ] [LOCAL     ] ARM: Saved forecast.
[2025-12-18T20:36:12.965021] [INFO ] [main      ] ARM: Signal=1 (Conf=90.0%), Magnitude=5.63% (Conf=45.9161%)
[2025-12-18T20:36:12.965396] [INFO ] [main      ] Fetching symbol history for MOD...
[2025-12-18T20:36:12.965448] [DEBUG] [REMOTE    ] MOD: Fetching historical data.
[2025-12-18T20:36:12.965656] [INFO ] [main      ] Progress: 303/421 forecasts completed (72.0%). ARM finished in 0.7s. ETA: 20.0s. Rate: 353.52 forecasts/min
[2025-12-18T20:36:12.978938] [DEBUG] [REMOTE    ] MOD: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:12.980062] [DEBUG] [LOCAL     ] Loaded configuration for MOD: 2 features, N/A% accuracy
[2025-12-18T20:36:12.980124] [INFO ] [LOCAL     ] MOD: Loaded 2 optimal features with 41.40% confidence from JSON config
[2025-12-18T20:36:12.980158] [DEBUG] [MAG       ] Building data for symbol: MOD with lookback: 0
[2025-12-18T20:36:12.980990] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:36:12.981052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:12.984640] [DEBUG] [MAG       ] EZGO: Last date is validated at 2025-12-18
[2025-12-18T20:36:12.986128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:36:12.987029] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:13.018859] [INFO ] [LOCAL     ] WTI: Saved forecast.
[2025-12-18T20:36:13.018927] [INFO ] [main      ] WTI: Signal=1 (Conf=90.0%), Magnitude=1.24% (Conf=60.56%)
[2025-12-18T20:36:13.019273] [INFO ] [main      ] Fetching symbol history for ARDX...
[2025-12-18T20:36:13.019324] [DEBUG] [REMOTE    ] ARDX: Fetching historical data.
[2025-12-18T20:36:13.020150] [INFO ] [main      ] Progress: 304/421 forecasts completed (72.2%). WTI finished in 0.6s. ETA: 19.8s. Rate: 354.31 forecasts/min
[2025-12-18T20:36:13.031050] [DEBUG] [REMOTE    ] ARDX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:13.031925] [DEBUG] [LOCAL     ] Loaded configuration for ARDX: 6 features, N/A% accuracy
[2025-12-18T20:36:13.031976] [INFO ] [LOCAL     ] ARDX: Loaded 6 optimal features with 52.98% confidence from JSON config
[2025-12-18T20:36:13.032008] [DEBUG] [MAG       ] Building data for symbol: ARDX with lookback: 0
[2025-12-18T20:36:13.032800] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:36:13.032859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:13.037678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:13.039473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:13.039971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:13.040354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:36:13.041266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-18T20:36:13.042302] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:13.113382] [DEBUG] [MAG       ] DNTH: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:13.150704] [DEBUG] [MAG       ] EZGO: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:13.198375] [INFO ] [LOCAL     ] DNTH: Saved forecast.
[2025-12-18T20:36:13.198439] [INFO ] [main      ] DNTH: Signal=1 (Conf=90.0%), Magnitude=0.39% (Conf=51.2955%)
[2025-12-18T20:36:13.198794] [INFO ] [main      ] Fetching symbol history for MSTX...
[2025-12-18T20:36:13.198844] [DEBUG] [REMOTE    ] MSTX: Fetching historical data.
[2025-12-18T20:36:13.199626] [INFO ] [main      ] Progress: 305/421 forecasts completed (72.4%). DNTH finished in 0.6s. ETA: 19.6s. Rate: 354.24 forecasts/min
[2025-12-18T20:36:13.209625] [DEBUG] [REMOTE    ] MSTX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:13.210594] [DEBUG] [LOCAL     ] Loaded configuration for MSTX: 3 features, N/A% accuracy
[2025-12-18T20:36:13.213204] [INFO ] [LOCAL     ] MSTX: Loaded 3 optimal features with 51.62% confidence from JSON config
[2025-12-18T20:36:13.213243] [DEBUG] [MAG       ] Building data for symbol: MSTX with lookback: 0
[2025-12-18T20:36:13.214077] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:36:13.214137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:13.218874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-18T20:36:13.236653] [INFO ] [LOCAL     ] EZGO: Saved forecast.
[2025-12-18T20:36:13.236721] [INFO ] [main      ] EZGO: Signal=1 (Conf=90.0%), Magnitude=1.57% (Conf=60.7904%)
[2025-12-18T20:36:13.236877] [INFO ] [main      ] Fetching symbol history for ZS...
[2025-12-18T20:36:13.236920] [DEBUG] [REMOTE    ] ZS: Fetching historical data.
[2025-12-18T20:36:13.238633] [INFO ] [main      ] Progress: 306/421 forecasts completed (72.7%). EZGO finished in 0.6s. ETA: 19.4s. Rate: 355.13 forecasts/min
[2025-12-18T20:36:13.247771] [DEBUG] [REMOTE    ] ZS: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:13.248651] [DEBUG] [LOCAL     ] Loaded configuration for ZS: 4 features, N/A% accuracy
[2025-12-18T20:36:13.248703] [INFO ] [LOCAL     ] ZS: Loaded 4 optimal features with 58.38% confidence from JSON config
[2025-12-18T20:36:13.248734] [DEBUG] [MAG       ] Building data for symbol: ZS with lookback: 0
[2025-12-18T20:36:13.249513] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:13.249593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:36:13.250296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:13.251159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-18T20:36:13.327825] [DEBUG] [MAG       ] MOD: Last date is validated at 2025-12-18
[2025-12-18T20:36:13.331327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:36:13.332510] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:13.363424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-18T20:36:13.365986] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:13.380079] [DEBUG] [MAG       ] ARDX: Last date is validated at 2025-12-18
[2025-12-18T20:36:13.496622] [DEBUG] [MAG       ] MOD: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:13.547947] [DEBUG] [MAG       ] ARDX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:13.611232] [INFO ] [LOCAL     ] ARDX: Saved forecast.
[2025-12-18T20:36:13.611296] [INFO ] [main      ] ARDX: Signal=1 (Conf=90.0%), Magnitude=1.70% (Conf=52.9801%)
[2025-12-18T20:36:13.611452] [INFO ] [main      ] Fetching symbol history for SNN...
[2025-12-18T20:36:13.611858] [INFO ] [main      ] Progress: 307/421 forecasts completed (72.9%). ARDX finished in 0.6s. ETA: 19.3s. Rate: 353.74 forecasts/min
[2025-12-18T20:36:13.611504] [DEBUG] [REMOTE    ] SNN: Fetching historical data.
[2025-12-18T20:36:13.625310] [INFO ] [LOCAL     ] MOD: Saved forecast.
[2025-12-18T20:36:13.625378] [INFO ] [main      ] MOD: Signal=1 (Conf=90.0%), Magnitude=6.91% (Conf=41.4009%)
[2025-12-18T20:36:13.625963] [INFO ] [main      ] Progress: 308/421 forecasts completed (73.2%). MOD finished in 0.7s. ETA: 19.1s. Rate: 354.80 forecasts/min
[2025-12-18T20:36:13.626106] [INFO ] [main      ] Fetching symbol history for FTI...
[2025-12-18T20:36:13.626149] [DEBUG] [REMOTE    ] FTI: Fetching historical data.
[2025-12-18T20:36:13.627273] [DEBUG] [REMOTE    ] SNN: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:13.628184] [DEBUG] [LOCAL     ] Loaded configuration for SNN: 7 features, N/A% accuracy
[2025-12-18T20:36:13.628234] [INFO ] [LOCAL     ] SNN: Loaded 7 optimal features with 38.70% confidence from JSON config
[2025-12-18T20:36:13.628265] [DEBUG] [MAG       ] Building data for symbol: SNN with lookback: 0
[2025-12-18T20:36:13.629079] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-18T20:36:13.629140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:13.633881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:36:13.638326] [DEBUG] [REMOTE    ] FTI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:13.639341] [DEBUG] [LOCAL     ] Loaded configuration for FTI: 8 features, N/A% accuracy
[2025-12-18T20:36:13.639395] [INFO ] [LOCAL     ] FTI: Loaded 8 optimal features with 57.43% confidence from JSON config
[2025-12-18T20:36:13.639428] [DEBUG] [MAG       ] Building data for symbol: FTI with lookback: 0
[2025-12-18T20:36:13.640250] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-18T20:36:13.640315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:13.645280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:13.647125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:13.647693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:13.648098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:13.648985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-18T20:36:13.672294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:36:13.673238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-18T20:36:13.673903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-18T20:36:13.675703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-18T20:36:13.677713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-18T20:36:13.678457] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:13.690653] [DEBUG] [MAG       ] MSTX: Last date is validated at 2025-12-18
[2025-12-18T20:36:13.706212] [DEBUG] [MAG       ] ZS: Last date is validated at 2025-12-18
[2025-12-18T20:36:13.761695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-18T20:36:13.763285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-18T20:36:13.766281] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:13.859973] [DEBUG] [MAG       ] MSTX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:13.871461] [DEBUG] [MAG       ] ZS: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:14.008802] [INFO ] [LOCAL     ] MSTX: Saved forecast.
[2025-12-18T20:36:14.008866] [INFO ] [main      ] MSTX: Signal=1 (Conf=90.0%), Magnitude=54.83% (Conf=51.6204%)
[2025-12-18T20:36:14.009051] [INFO ] [main      ] Fetching symbol history for DHX...
[2025-12-18T20:36:14.009098] [DEBUG] [REMOTE    ] DHX: Fetching historical data.
[2025-12-18T20:36:14.009440] [INFO ] [LOCAL     ] ZS: Saved forecast.
[2025-12-18T20:36:14.009512] [INFO ] [main      ] ZS: Signal=1 (Conf=90.0%), Magnitude=-2.76% (Conf=58.3778%)
[2025-12-18T20:36:14.009682] [INFO ] [main      ] Fetching symbol history for AIG...
[2025-12-18T20:36:14.009726] [DEBUG] [REMOTE    ] AIG: Fetching historical data.
[2025-12-18T20:36:14.010532] [INFO ] [main      ] Progress: 309/421 forecasts completed (73.4%). MSTX finished in 0.8s. ETA: 19.0s. Rate: 353.34 forecasts/min
[2025-12-18T20:36:14.011738] [INFO ] [main      ] Progress: 310/421 forecasts completed (73.6%). ZS finished in 0.8s. ETA: 18.8s. Rate: 354.48 forecasts/min
[2025-12-18T20:36:14.018241] [DEBUG] [MAG       ] SNN: Last date is validated at 2025-12-18
[2025-12-18T20:36:14.023813] [DEBUG] [REMOTE    ] DHX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:14.024145] [DEBUG] [REMOTE    ] AIG: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:14.024872] [DEBUG] [LOCAL     ] Loaded configuration for DHX: 6 features, N/A% accuracy
[2025-12-18T20:36:14.024929] [INFO ] [LOCAL     ] DHX: Loaded 6 optimal features with 44.36% confidence from JSON config
[2025-12-18T20:36:14.024961] [DEBUG] [MAG       ] Building data for symbol: DHX with lookback: 0
[2025-12-18T20:36:14.025033] [DEBUG] [LOCAL     ] Loaded configuration for AIG: 10 features, N/A% accuracy
[2025-12-18T20:36:14.025398] [INFO ] [LOCAL     ] AIG: Loaded 10 optimal features with 58.64% confidence from JSON config
[2025-12-18T20:36:14.025432] [DEBUG] [MAG       ] Building data for symbol: AIG with lookback: 0
[2025-12-18T20:36:14.025751] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:36:14.025813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:14.026224] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-18T20:36:14.026290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:36:14.027498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:14.028034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-18T20:36:14.028661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:36:14.029674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-18T20:36:14.030815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-18T20:36:14.033641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-18T20:36:14.051542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-18T20:36:14.054492] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:14.103283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-18T20:36:14.107677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-18T20:36:14.108810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-18T20:36:14.110867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:14.112491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:14.112974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-18T20:36:14.114043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-18T20:36:14.116012] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:14.118190] [DEBUG] [MAG       ] FTI: Last date is validated at 2025-12-18
[2025-12-18T20:36:14.189262] [DEBUG] [MAG       ] SNN: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:14.278447] [INFO ] [LOCAL     ] SNN: Saved forecast.
[2025-12-18T20:36:14.278512] [INFO ] [main      ] SNN: Signal=1 (Conf=90.0%), Magnitude=-0.82% (Conf=38.7013%)
[2025-12-18T20:36:14.278689] [INFO ] [main      ] Fetching symbol history for AMPX...
[2025-12-18T20:36:14.278735] [DEBUG] [REMOTE    ] AMPX: Fetching historical data.
[2025-12-18T20:36:14.279888] [INFO ] [main      ] Progress: 311/421 forecasts completed (73.9%). SNN finished in 0.7s. ETA: 18.7s. Rate: 353.81 forecasts/min
[2025-12-18T20:36:14.287364] [DEBUG] [MAG       ] FTI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:14.290073] [DEBUG] [REMOTE    ] AMPX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:14.291256] [DEBUG] [LOCAL     ] Loaded configuration for AMPX: 7 features, N/A% accuracy
[2025-12-18T20:36:14.291308] [INFO ] [LOCAL     ] AMPX: Loaded 7 optimal features with 55.49% confidence from JSON config
[2025-12-18T20:36:14.291349] [DEBUG] [MAG       ] Building data for symbol: AMPX with lookback: 0
[2025-12-18T20:36:14.292169] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-18T20:36:14.292233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:14.293970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:14.294497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:14.294968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:14.295372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:36:14.297056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-18T20:36:14.299117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-18T20:36:14.300632] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:14.375777] [INFO ] [LOCAL     ] FTI: Saved forecast.
[2025-12-18T20:36:14.375845] [INFO ] [main      ] FTI: Signal=1 (Conf=90.0%), Magnitude=-2.58% (Conf=57.4262%)
[2025-12-18T20:36:14.376009] [INFO ] [main      ] Fetching symbol history for NNI...
[2025-12-18T20:36:14.376054] [DEBUG] [REMOTE    ] NNI: Fetching historical data.
[2025-12-18T20:36:14.377355] [INFO ] [main      ] Progress: 312/421 forecasts completed (74.1%). FTI finished in 0.7s. ETA: 18.5s. Rate: 354.29 forecasts/min
[2025-12-18T20:36:14.388899] [DEBUG] [REMOTE    ] NNI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:14.390034] [DEBUG] [LOCAL     ] Loaded configuration for NNI: 7 features, N/A% accuracy
[2025-12-18T20:36:14.390087] [INFO ] [LOCAL     ] NNI: Loaded 7 optimal features with 59.32% confidence from JSON config
[2025-12-18T20:36:14.390118] [DEBUG] [MAG       ] Building data for symbol: NNI with lookback: 0
[2025-12-18T20:36:14.390912] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-18T20:36:14.390976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:14.395736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:14.395740] [DEBUG] [MAG       ] DHX: Last date is validated at 2025-12-18
[2025-12-18T20:36:14.397517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:14.398029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:14.398469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:14.398882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:36:14.400108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-18T20:36:14.400748] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:14.453765] [DEBUG] [MAG       ] AIG: Last date is validated at 2025-12-18
[2025-12-18T20:36:14.566851] [DEBUG] [MAG       ] DHX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:14.620363] [DEBUG] [MAG       ] AIG: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:14.632917] [INFO ] [LOCAL     ] DHX: Saved forecast.
[2025-12-18T20:36:14.632985] [INFO ] [main      ] DHX: Signal=1 (Conf=90.0%), Magnitude=-1.66% (Conf=44.3582%)
[2025-12-18T20:36:14.633337] [INFO ] [main      ] Fetching symbol history for MEI...
[2025-12-18T20:36:14.633391] [DEBUG] [REMOTE    ] MEI: Fetching historical data.
[2025-12-18T20:36:14.633657] [INFO ] [main      ] Progress: 313/421 forecasts completed (74.3%). DHX finished in 0.6s. ETA: 18.3s. Rate: 353.71 forecasts/min
[2025-12-18T20:36:14.646281] [DEBUG] [REMOTE    ] MEI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:14.647417] [DEBUG] [LOCAL     ] Loaded configuration for MEI: 5 features, N/A% accuracy
[2025-12-18T20:36:14.647476] [INFO ] [LOCAL     ] MEI: Loaded 5 optimal features with 64.79% confidence from JSON config
[2025-12-18T20:36:14.647508] [DEBUG] [MAG       ] Building data for symbol: MEI with lookback: 0
[2025-12-18T20:36:14.648347] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:36:14.648410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-18T20:36:14.650397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:14.651112] [DEBUG] [MAG       ] AMPX: Last date is validated at 2025-12-18
[2025-12-18T20:36:14.652243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:14.652763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-18T20:36:14.653850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-18T20:36:14.655873] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:14.731709] [INFO ] [LOCAL     ] AIG: Saved forecast.
[2025-12-18T20:36:14.731774] [INFO ] [main      ] AIG: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=58.6358%)
[2025-12-18T20:36:14.732204] [INFO ] [main      ] Fetching symbol history for QMCO...
[2025-12-18T20:36:14.732254] [DEBUG] [REMOTE    ] QMCO: Fetching historical data.
[2025-12-18T20:36:14.732658] [INFO ] [main      ] Progress: 314/421 forecasts completed (74.6%). AIG finished in 0.7s. ETA: 18.1s. Rate: 354.18 forecasts/min
[2025-12-18T20:36:14.742837] [DEBUG] [MAG       ] NNI: Last date is validated at 2025-12-18
[2025-12-18T20:36:14.744557] [DEBUG] [REMOTE    ] QMCO: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:14.745407] [DEBUG] [LOCAL     ] Loaded configuration for QMCO: 7 features, N/A% accuracy
[2025-12-18T20:36:14.745457] [INFO ] [LOCAL     ] QMCO: Loaded 7 optimal features with 46.15% confidence from JSON config
[2025-12-18T20:36:14.745487] [DEBUG] [MAG       ] Building data for symbol: QMCO with lookback: 0
[2025-12-18T20:36:14.746263] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-18T20:36:14.746327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:14.751783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:14.753565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:14.754052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:14.754434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:36:14.792974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-18T20:36:14.797365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-18T20:36:14.799124] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:14.842089] [DEBUG] [MAG       ] AMPX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:14.914337] [DEBUG] [MAG       ] NNI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:14.917421] [INFO ] [LOCAL     ] AMPX: Saved forecast.
[2025-12-18T20:36:14.917487] [INFO ] [main      ] AMPX: Signal=1 (Conf=90.0%), Magnitude=2.16% (Conf=55.49%)
[2025-12-18T20:36:14.917667] [INFO ] [main      ] Fetching symbol history for BNTX...
[2025-12-18T20:36:14.917713] [DEBUG] [REMOTE    ] BNTX: Fetching historical data.
[2025-12-18T20:36:14.919062] [INFO ] [main      ] Progress: 315/421 forecasts completed (74.8%). AMPX finished in 0.6s. ETA: 18.0s. Rate: 354.07 forecasts/min
[2025-12-18T20:36:14.928988] [DEBUG] [REMOTE    ] BNTX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:14.930757] [DEBUG] [LOCAL     ] Loaded configuration for BNTX: 2 features, N/A% accuracy
[2025-12-18T20:36:14.930809] [INFO ] [LOCAL     ] BNTX: Loaded 2 optimal features with 50.49% confidence from JSON config
[2025-12-18T20:36:14.930841] [DEBUG] [MAG       ] Building data for symbol: BNTX with lookback: 0
[2025-12-18T20:36:14.931651] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:36:14.931709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:14.936532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:36:14.937795] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:15.001316] [DEBUG] [MAG       ] MEI: Last date is validated at 2025-12-18
[2025-12-18T20:36:15.018735] [INFO ] [LOCAL     ] NNI: Saved forecast.
[2025-12-18T20:36:15.018803] [INFO ] [main      ] NNI: Signal=1 (Conf=90.0%), Magnitude=0.11% (Conf=59.3173%)
[2025-12-18T20:36:15.019171] [INFO ] [main      ] Progress: 316/421 forecasts completed (75.1%). NNI finished in 0.6s. ETA: 17.8s. Rate: 354.53 forecasts/min
[2025-12-18T20:36:15.019296] [INFO ] [main      ] Fetching symbol history for FBIN...
[2025-12-18T20:36:15.019338] [DEBUG] [REMOTE    ] FBIN: Fetching historical data.
[2025-12-18T20:36:15.030593] [DEBUG] [REMOTE    ] FBIN: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:15.031668] [DEBUG] [LOCAL     ] Loaded configuration for FBIN: 4 features, N/A% accuracy
[2025-12-18T20:36:15.031737] [INFO ] [LOCAL     ] FBIN: Loaded 4 optimal features with 58.57% confidence from JSON config
[2025-12-18T20:36:15.031769] [DEBUG] [MAG       ] Building data for symbol: FBIN with lookback: 0
[2025-12-18T20:36:15.032535] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:15.032613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:15.034293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:15.034823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:15.035213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:36:15.035968] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:15.145102] [DEBUG] [MAG       ] QMCO: Last date is validated at 2025-12-18
[2025-12-18T20:36:15.169365] [DEBUG] [MAG       ] MEI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:15.243992] [INFO ] [LOCAL     ] MEI: Saved forecast.
[2025-12-18T20:36:15.244059] [INFO ] [main      ] MEI: Signal=1 (Conf=90.0%), Magnitude=5.77% (Conf=64.7936%)
[2025-12-18T20:36:15.244219] [INFO ] [main      ] Fetching symbol history for COLM...
[2025-12-18T20:36:15.244261] [DEBUG] [REMOTE    ] COLM: Fetching historical data.
[2025-12-18T20:36:15.244840] [INFO ] [main      ] Progress: 317/421 forecasts completed (75.3%). MEI finished in 0.6s. ETA: 17.6s. Rate: 354.16 forecasts/min
[2025-12-18T20:36:15.254914] [DEBUG] [REMOTE    ] COLM: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:15.256552] [DEBUG] [LOCAL     ] Loaded configuration for COLM: 8 features, N/A% accuracy
[2025-12-18T20:36:15.256616] [INFO ] [LOCAL     ] COLM: Loaded 8 optimal features with 54.90% confidence from JSON config
[2025-12-18T20:36:15.256647] [DEBUG] [MAG       ] Building data for symbol: COLM with lookback: 0
[2025-12-18T20:36:15.257420] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-18T20:36:15.257483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:36:15.270815] [DEBUG] [MAG       ] BNTX: Last date is validated at 2025-12-18
[2025-12-18T20:36:15.296828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-18T20:36:15.298257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-18T20:36:15.299341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:15.301100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:15.301594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-18T20:36:15.303191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-18T20:36:15.304249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-18T20:36:15.304941] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:15.317436] [DEBUG] [MAG       ] QMCO: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:15.375066] [DEBUG] [MAG       ] FBIN: Last date is validated at 2025-12-18
[2025-12-18T20:36:15.439053] [DEBUG] [MAG       ] BNTX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:15.463729] [INFO ] [LOCAL     ] QMCO: Saved forecast.
[2025-12-18T20:36:15.463800] [INFO ] [main      ] QMCO: Signal=1 (Conf=90.0%), Magnitude=-5.96% (Conf=46.1498%)
[2025-12-18T20:36:15.464166] [INFO ] [main      ] Fetching symbol history for JCI...
[2025-12-18T20:36:15.464217] [DEBUG] [REMOTE    ] JCI: Fetching historical data.
[2025-12-18T20:36:15.464667] [INFO ] [main      ] Progress: 318/421 forecasts completed (75.5%). QMCO finished in 0.7s. ETA: 17.5s. Rate: 353.83 forecasts/min
[2025-12-18T20:36:15.475868] [DEBUG] [REMOTE    ] JCI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:15.476797] [DEBUG] [LOCAL     ] Loaded configuration for JCI: 6 features, N/A% accuracy
[2025-12-18T20:36:15.476850] [INFO ] [LOCAL     ] JCI: Loaded 6 optimal features with 57.44% confidence from JSON config
[2025-12-18T20:36:15.476883] [DEBUG] [MAG       ] Building data for symbol: JCI with lookback: 0
[2025-12-18T20:36:15.477710] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:36:15.477774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:15.482797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:15.484623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:15.485122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:36:15.487591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:36:15.527271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-18T20:36:15.528757] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:15.545974] [DEBUG] [MAG       ] FBIN: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:15.579828] [INFO ] [LOCAL     ] BNTX: Saved forecast.
[2025-12-18T20:36:15.579898] [INFO ] [main      ] BNTX: Signal=1 (Conf=90.0%), Magnitude=3.03% (Conf=50.4893%)
[2025-12-18T20:36:15.580064] [INFO ] [main      ] Fetching symbol history for MMLP...
[2025-12-18T20:36:15.580110] [DEBUG] [REMOTE    ] MMLP: Fetching historical data.
[2025-12-18T20:36:15.580946] [INFO ] [main      ] Progress: 319/421 forecasts completed (75.8%). BNTX finished in 0.7s. ETA: 17.3s. Rate: 354.18 forecasts/min
[2025-12-18T20:36:15.591791] [DEBUG] [REMOTE    ] MMLP: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:15.593636] [DEBUG] [LOCAL     ] Loaded configuration for MMLP: 2 features, N/A% accuracy
[2025-12-18T20:36:15.593691] [INFO ] [LOCAL     ] MMLP: Loaded 2 optimal features with 52.79% confidence from JSON config
[2025-12-18T20:36:15.593724] [DEBUG] [MAG       ] Building data for symbol: MMLP with lookback: 0
[2025-12-18T20:36:15.594533] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:36:15.594613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:15.595481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:36:15.596813] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:15.639125] [INFO ] [LOCAL     ] FBIN: Saved forecast.
[2025-12-18T20:36:15.639195] [INFO ] [main      ] FBIN: Signal=1 (Conf=90.0%), Magnitude=-2.55% (Conf=58.5696%)
[2025-12-18T20:36:15.639554] [INFO ] [main      ] Progress: 320/421 forecasts completed (76.0%). FBIN finished in 0.6s. ETA: 17.1s. Rate: 354.90 forecasts/min
[2025-12-18T20:36:15.639696] [INFO ] [main      ] Fetching symbol history for FIXD...
[2025-12-18T20:36:15.639738] [DEBUG] [REMOTE    ] FIXD: Fetching historical data.
[2025-12-18T20:36:15.642173] [DEBUG] [MAG       ] COLM: Last date is validated at 2025-12-18
[2025-12-18T20:36:15.650977] [DEBUG] [REMOTE    ] FIXD: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:15.651962] [DEBUG] [LOCAL     ] Loaded configuration for FIXD: 4 features, N/A% accuracy
[2025-12-18T20:36:15.652023] [INFO ] [LOCAL     ] FIXD: Loaded 4 optimal features with 63.37% confidence from JSON config
[2025-12-18T20:36:15.652056] [DEBUG] [MAG       ] Building data for symbol: FIXD with lookback: 0
[2025-12-18T20:36:15.652846] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:15.652906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:15.654650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:15.655201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:36:15.656030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-18T20:36:15.658709] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:15.811148] [DEBUG] [MAG       ] COLM: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:15.876110] [DEBUG] [MAG       ] JCI: Last date is validated at 2025-12-18
[2025-12-18T20:36:15.921664] [INFO ] [LOCAL     ] COLM: Saved forecast.
[2025-12-18T20:36:15.921760] [INFO ] [main      ] COLM: Signal=1 (Conf=90.0%), Magnitude=1.59% (Conf=54.8989%)
[2025-12-18T20:36:15.921987] [INFO ] [main      ] Fetching symbol history for PRME...
[2025-12-18T20:36:15.922056] [DEBUG] [REMOTE    ] PRME: Fetching historical data.
[2025-12-18T20:36:15.922848] [INFO ] [main      ] Progress: 321/421 forecasts completed (76.2%). COLM finished in 0.7s. ETA: 16.9s. Rate: 354.16 forecasts/min
[2025-12-18T20:36:15.935382] [DEBUG] [REMOTE    ] PRME: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:15.936683] [DEBUG] [LOCAL     ] Loaded configuration for PRME: 2 features, N/A% accuracy
[2025-12-18T20:36:15.936736] [INFO ] [LOCAL     ] PRME: Loaded 2 optimal features with 57.58% confidence from JSON config
[2025-12-18T20:36:15.936766] [DEBUG] [MAG       ] Building data for symbol: PRME with lookback: 0
[2025-12-18T20:36:15.937549] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:36:15.937819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-18T20:36:15.940656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-18T20:36:15.941418] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:15.950371] [DEBUG] [MAG       ] MMLP: Last date is validated at 2025-12-18
[2025-12-18T20:36:16.018262] [DEBUG] [MAG       ] FIXD: Last date is validated at 2025-12-18
[2025-12-18T20:36:16.060875] [DEBUG] [MAG       ] JCI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:16.130549] [DEBUG] [MAG       ] MMLP: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:16.169839] [INFO ] [LOCAL     ] JCI: Saved forecast.
[2025-12-18T20:36:16.169904] [INFO ] [main      ] JCI: Signal=1 (Conf=90.0%), Magnitude=0.59% (Conf=57.4358%)
[2025-12-18T20:36:16.170244] [INFO ] [main      ] Fetching symbol history for RLI...
[2025-12-18T20:36:16.170293] [DEBUG] [REMOTE    ] RLI: Fetching historical data.
[2025-12-18T20:36:16.170667] [INFO ] [main      ] Progress: 322/421 forecasts completed (76.5%). JCI finished in 0.7s. ETA: 16.8s. Rate: 353.65 forecasts/min
[2025-12-18T20:36:16.182373] [DEBUG] [REMOTE    ] RLI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:16.183260] [DEBUG] [LOCAL     ] Loaded configuration for RLI: 1 features, N/A% accuracy
[2025-12-18T20:36:16.183310] [INFO ] [LOCAL     ] RLI: Loaded 1 optimal features with 55.34% confidence from JSON config
[2025-12-18T20:36:16.183340] [DEBUG] [MAG       ] Building data for symbol: RLI with lookback: 0
[2025-12-18T20:36:16.184127] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-18T20:36:16.184186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-18T20:36:16.186046] [INFO ] [LOCAL     ] MMLP: Saved forecast.
[2025-12-18T20:36:16.186117] [INFO ] [main      ] MMLP: Signal=1 (Conf=90.0%), Magnitude=1.62% (Conf=52.7941%)
[2025-12-18T20:36:16.186282] [INFO ] [main      ] Fetching symbol history for UNP...
[2025-12-18T20:36:16.186331] [DEBUG] [REMOTE    ] UNP: Fetching historical data.
[2025-12-18T20:36:16.187665] [INFO ] [main      ] Progress: 323/421 forecasts completed (76.7%). MMLP finished in 0.6s. ETA: 16.6s. Rate: 354.63 forecasts/min
[2025-12-18T20:36:16.188550] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:16.198392] [DEBUG] [REMOTE    ] UNP: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:16.199528] [DEBUG] [LOCAL     ] Loaded configuration for UNP: 9 features, N/A% accuracy
[2025-12-18T20:36:16.199603] [INFO ] [LOCAL     ] UNP: Loaded 9 optimal features with 69.86% confidence from JSON config
[2025-12-18T20:36:16.199637] [DEBUG] [MAG       ] Building data for symbol: UNP with lookback: 0
[2025-12-18T20:36:16.200457] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-18T20:36:16.200521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:16.203880] [DEBUG] [MAG       ] FIXD: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:16.205882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:16.207755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:16.208238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:16.208696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:16.209118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:36:16.211482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:36:16.215100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-18T20:36:16.218836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-18T20:36:16.220229] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:16.267659] [INFO ] [LOCAL     ] FIXD: Saved forecast.
[2025-12-18T20:36:16.267745] [INFO ] [main      ] FIXD: Signal=1 (Conf=90.0%), Magnitude=0.32% (Conf=63.3698%)
[2025-12-18T20:36:16.267918] [INFO ] [main      ] Fetching symbol history for TRC...
[2025-12-18T20:36:16.267964] [DEBUG] [REMOTE    ] TRC: Fetching historical data.
[2025-12-18T20:36:16.269666] [INFO ] [main      ] Progress: 324/421 forecasts completed (77.0%). FIXD finished in 0.6s. ETA: 16.4s. Rate: 355.20 forecasts/min
[2025-12-18T20:36:16.281513] [DEBUG] [REMOTE    ] TRC: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:16.282705] [DEBUG] [LOCAL     ] Loaded configuration for TRC: 7 features, N/A% accuracy
[2025-12-18T20:36:16.282767] [INFO ] [LOCAL     ] TRC: Loaded 7 optimal features with 64.29% confidence from JSON config
[2025-12-18T20:36:16.282801] [DEBUG] [MAG       ] Building data for symbol: TRC with lookback: 0
[2025-12-18T20:36:16.283806] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-18T20:36:16.283901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:16.285608] [DEBUG] [MAG       ] PRME: Last date is validated at 2025-12-18
[2025-12-18T20:36:16.285835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:16.286393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:16.286854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:36:16.287915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-18T20:36:16.288624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-18T20:36:16.290931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-18T20:36:16.294462] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:16.457363] [DEBUG] [MAG       ] PRME: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:16.520301] [INFO ] [LOCAL     ] PRME: Saved forecast.
[2025-12-18T20:36:16.520367] [INFO ] [main      ] PRME: Signal=1 (Conf=90.0%), Magnitude=-4.33% (Conf=57.584%)
[2025-12-18T20:36:16.520531] [INFO ] [main      ] Fetching symbol history for BIAF...
[2025-12-18T20:36:16.520600] [DEBUG] [REMOTE    ] BIAF: Fetching historical data.
[2025-12-18T20:36:16.521666] [INFO ] [main      ] Progress: 325/421 forecasts completed (77.2%). PRME finished in 0.6s. ETA: 16.2s. Rate: 354.66 forecasts/min
[2025-12-18T20:36:16.527857] [DEBUG] [MAG       ] RLI: Last date is validated at 2025-12-18
[2025-12-18T20:36:16.532341] [DEBUG] [REMOTE    ] BIAF: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:16.533282] [DEBUG] [LOCAL     ] Loaded configuration for BIAF: 6 features, N/A% accuracy
[2025-12-18T20:36:16.533350] [INFO ] [LOCAL     ] BIAF: Loaded 6 optimal features with 49.21% confidence from JSON config
[2025-12-18T20:36:16.533393] [DEBUG] [MAG       ] Building data for symbol: BIAF with lookback: 0
[2025-12-18T20:36:16.534381] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:36:16.534456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:16.536388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:16.536944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:16.537396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:16.537839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-18T20:36:16.565039] [DEBUG] [MAG       ] UNP: Last date is validated at 2025-12-18
[2025-12-18T20:36:16.645266] [DEBUG] [MAG       ] TRC: Last date is validated at 2025-12-18
[2025-12-18T20:36:16.648045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:36:16.650225] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:16.698877] [DEBUG] [MAG       ] RLI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:16.735498] [DEBUG] [MAG       ] UNP: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:16.784187] [INFO ] [LOCAL     ] RLI: Saved forecast.
[2025-12-18T20:36:16.784255] [INFO ] [main      ] RLI: Signal=1 (Conf=90.0%), Magnitude=3.19% (Conf=55.3425%)
[2025-12-18T20:36:16.784646] [INFO ] [main      ] Fetching symbol history for GHRS...
[2025-12-18T20:36:16.784699] [DEBUG] [REMOTE    ] GHRS: Fetching historical data.
[2025-12-18T20:36:16.784679] [INFO ] [main      ] Progress: 326/421 forecasts completed (77.4%). RLI finished in 0.6s. ETA: 16.1s. Rate: 354.06 forecasts/min
[2025-12-18T20:36:16.795862] [DEBUG] [REMOTE    ] GHRS: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:16.796819] [DEBUG] [LOCAL     ] Loaded configuration for GHRS: 4 features, N/A% accuracy
[2025-12-18T20:36:16.796880] [INFO ] [LOCAL     ] GHRS: Loaded 4 optimal features with 50.86% confidence from JSON config
[2025-12-18T20:36:16.796913] [DEBUG] [MAG       ] Building data for symbol: GHRS with lookback: 0
[2025-12-18T20:36:16.797742] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:16.797806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:36:16.798527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:36:16.800199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:36:16.801615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-18T20:36:16.803489] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:16.819662] [DEBUG] [MAG       ] TRC: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:16.865688] [INFO ] [LOCAL     ] UNP: Saved forecast.
[2025-12-18T20:36:16.865755] [INFO ] [main      ] UNP: Signal=1 (Conf=90.0%), Magnitude=-1.63% (Conf=69.8631%)
[2025-12-18T20:36:16.865917] [INFO ] [main      ] Fetching symbol history for WNEB...
[2025-12-18T20:36:16.865960] [DEBUG] [REMOTE    ] WNEB: Fetching historical data.
[2025-12-18T20:36:16.867441] [INFO ] [main      ] Progress: 327/421 forecasts completed (77.7%). UNP finished in 0.7s. ETA: 15.9s. Rate: 354.62 forecasts/min
[2025-12-18T20:36:16.877015] [DEBUG] [REMOTE    ] WNEB: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:16.877925] [DEBUG] [LOCAL     ] Loaded configuration for WNEB: 4 features, N/A% accuracy
[2025-12-18T20:36:16.877985] [INFO ] [LOCAL     ] WNEB: Loaded 4 optimal features with 43.15% confidence from JSON config
[2025-12-18T20:36:16.878018] [DEBUG] [MAG       ] Building data for symbol: WNEB with lookback: 0
[2025-12-18T20:36:16.878842] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:16.878904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:16.880831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:16.881376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:16.881859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:36:16.882702] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:16.890563] [INFO ] [LOCAL     ] TRC: Saved forecast.
[2025-12-18T20:36:16.890646] [INFO ] [main      ] TRC: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=64.291%)
[2025-12-18T20:36:16.891006] [INFO ] [main      ] Progress: 328/421 forecasts completed (77.9%). TRC finished in 0.6s. ETA: 15.7s. Rate: 355.55 forecasts/min
[2025-12-18T20:36:16.891133] [INFO ] [main      ] Fetching symbol history for SSNC...
[2025-12-18T20:36:16.891177] [DEBUG] [REMOTE    ] SSNC: Fetching historical data.
[2025-12-18T20:36:16.903280] [DEBUG] [REMOTE    ] SSNC: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:16.904211] [DEBUG] [LOCAL     ] Loaded configuration for SSNC: 8 features, N/A% accuracy
[2025-12-18T20:36:16.904264] [INFO ] [LOCAL     ] SSNC: Loaded 8 optimal features with 55.50% confidence from JSON config
[2025-12-18T20:36:16.904297] [DEBUG] [MAG       ] Building data for symbol: SSNC with lookback: 0
[2025-12-18T20:36:16.905137] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-18T20:36:16.905202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:16.910160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:16.911157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:36:16.913680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:36:16.915383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-18T20:36:16.916439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-18T20:36:16.917100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-18T20:36:16.917818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-18T20:36:16.918869] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:16.996838] [DEBUG] [MAG       ] BIAF: Last date is validated at 2025-12-18
[2025-12-18T20:36:17.137886] [DEBUG] [MAG       ] GHRS: Last date is validated at 2025-12-18
[2025-12-18T20:36:17.163553] [DEBUG] [MAG       ] BIAF: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:17.225558] [DEBUG] [MAG       ] WNEB: Last date is validated at 2025-12-18
[2025-12-18T20:36:17.258006] [DEBUG] [MAG       ] SSNC: Last date is validated at 2025-12-18
[2025-12-18T20:36:17.276028] [INFO ] [LOCAL     ] BIAF: Saved forecast.
[2025-12-18T20:36:17.276091] [INFO ] [main      ] BIAF: Signal=1 (Conf=90.0%), Magnitude=107.37% (Conf=49.213%)
[2025-12-18T20:36:17.276446] [INFO ] [main      ] Fetching symbol history for HELE...
[2025-12-18T20:36:17.276495] [DEBUG] [REMOTE    ] HELE: Fetching historical data.
[2025-12-18T20:36:17.277647] [INFO ] [main      ] Progress: 329/421 forecasts completed (78.1%). BIAF finished in 0.8s. ETA: 15.6s. Rate: 354.16 forecasts/min
[2025-12-18T20:36:17.287492] [DEBUG] [REMOTE    ] HELE: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:17.288495] [DEBUG] [LOCAL     ] Loaded configuration for HELE: 3 features, N/A% accuracy
[2025-12-18T20:36:17.288563] [INFO ] [LOCAL     ] HELE: Loaded 3 optimal features with 55.36% confidence from JSON config
[2025-12-18T20:36:17.288619] [DEBUG] [MAG       ] Building data for symbol: HELE with lookback: 0
[2025-12-18T20:36:17.289459] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:36:17.289535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:17.294429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-18T20:36:17.305846] [DEBUG] [MAG       ] GHRS: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:17.371628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-18T20:36:17.373429] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:17.396433] [DEBUG] [MAG       ] WNEB: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:17.397869] [INFO ] [LOCAL     ] GHRS: Saved forecast.
[2025-12-18T20:36:17.397934] [INFO ] [main      ] GHRS: Signal=1 (Conf=90.0%), Magnitude=2.73% (Conf=50.8551%)
[2025-12-18T20:36:17.398380] [INFO ] [main      ] Fetching symbol history for FTGS...
[2025-12-18T20:36:17.398431] [DEBUG] [REMOTE    ] FTGS: Fetching historical data.
[2025-12-18T20:36:17.398666] [INFO ] [main      ] Progress: 330/421 forecasts completed (78.4%). GHRS finished in 0.6s. ETA: 15.4s. Rate: 354.47 forecasts/min
[2025-12-18T20:36:17.410285] [DEBUG] [REMOTE    ] FTGS: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:17.411152] [DEBUG] [LOCAL     ] Loaded configuration for FTGS: 6 features, N/A% accuracy
[2025-12-18T20:36:17.411202] [INFO ] [LOCAL     ] FTGS: Loaded 6 optimal features with 51.32% confidence from JSON config
[2025-12-18T20:36:17.411234] [DEBUG] [MAG       ] Building data for symbol: FTGS with lookback: 0
[2025-12-18T20:36:17.412030] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:36:17.412092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:17.416794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:17.418534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:17.419042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:36:17.421350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-18T20:36:17.422911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-18T20:36:17.429684] [DEBUG] [MAG       ] SSNC: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:17.440251] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:17.456921] [INFO ] [LOCAL     ] WNEB: Saved forecast.
[2025-12-18T20:36:17.456989] [INFO ] [main      ] WNEB: Signal=1 (Conf=90.0%), Magnitude=0.93% (Conf=43.1452%)
[2025-12-18T20:36:17.457156] [INFO ] [main      ] Fetching symbol history for NTB...
[2025-12-18T20:36:17.457199] [DEBUG] [REMOTE    ] NTB: Fetching historical data.
[2025-12-18T20:36:17.458277] [INFO ] [main      ] Progress: 331/421 forecasts completed (78.6%). WNEB finished in 0.6s. ETA: 15.2s. Rate: 355.16 forecasts/min
[2025-12-18T20:36:17.468755] [DEBUG] [REMOTE    ] NTB: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:17.470745] [DEBUG] [LOCAL     ] Loaded configuration for NTB: 2 features, N/A% accuracy
[2025-12-18T20:36:17.470801] [INFO ] [LOCAL     ] NTB: Loaded 2 optimal features with 47.83% confidence from JSON config
[2025-12-18T20:36:17.470833] [DEBUG] [MAG       ] Building data for symbol: NTB with lookback: 0
[2025-12-18T20:36:17.471649] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:36:17.471708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:17.476418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:36:17.478969] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:17.524089] [INFO ] [LOCAL     ] SSNC: Saved forecast.
[2025-12-18T20:36:17.524155] [INFO ] [main      ] SSNC: Signal=1 (Conf=90.0%), Magnitude=0.81% (Conf=55.4964%)
[2025-12-18T20:36:17.524317] [INFO ] [main      ] Fetching symbol history for STKL...
[2025-12-18T20:36:17.524360] [DEBUG] [REMOTE    ] STKL: Fetching historical data.
[2025-12-18T20:36:17.525041] [INFO ] [main      ] Progress: 332/421 forecasts completed (78.9%). SSNC finished in 0.6s. ETA: 15.0s. Rate: 355.81 forecasts/min
[2025-12-18T20:36:17.536092] [DEBUG] [REMOTE    ] STKL: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:17.537148] [DEBUG] [LOCAL     ] Loaded configuration for STKL: 8 features, N/A% accuracy
[2025-12-18T20:36:17.537200] [INFO ] [LOCAL     ] STKL: Loaded 8 optimal features with 52.91% confidence from JSON config
[2025-12-18T20:36:17.537232] [DEBUG] [MAG       ] Building data for symbol: STKL with lookback: 0
[2025-12-18T20:36:17.538029] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-18T20:36:17.538092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:17.542850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:17.544626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:17.545118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:17.545511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-18T20:36:17.663326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:36:17.665365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-18T20:36:17.713405] [DEBUG] [MAG       ] HELE: Last date is validated at 2025-12-18
[2025-12-18T20:36:17.718102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-18T20:36:17.777545] [DEBUG] [MAG       ] FTGS: Last date is validated at 2025-12-18
[2025-12-18T20:36:17.800716] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:17.814871] [DEBUG] [MAG       ] NTB: Last date is validated at 2025-12-18
[2025-12-18T20:36:17.888862] [DEBUG] [MAG       ] HELE: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:17.956624] [DEBUG] [MAG       ] FTGS: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:17.987323] [DEBUG] [MAG       ] NTB: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:17.993105] [INFO ] [LOCAL     ] HELE: Saved forecast.
[2025-12-18T20:36:17.993174] [INFO ] [main      ] HELE: Signal=1 (Conf=90.0%), Magnitude=7.69% (Conf=55.3642%)
[2025-12-18T20:36:17.993355] [INFO ] [main      ] Fetching symbol history for KTB...
[2025-12-18T20:36:17.993402] [DEBUG] [REMOTE    ] KTB: Fetching historical data.
[2025-12-18T20:36:17.994668] [INFO ] [main      ] Progress: 333/421 forecasts completed (79.1%). HELE finished in 0.7s. ETA: 14.9s. Rate: 353.91 forecasts/min
[2025-12-18T20:36:18.005839] [DEBUG] [REMOTE    ] KTB: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:18.006890] [DEBUG] [LOCAL     ] Loaded configuration for KTB: 7 features, N/A% accuracy
[2025-12-18T20:36:18.006948] [INFO ] [LOCAL     ] KTB: Loaded 7 optimal features with 48.39% confidence from JSON config
[2025-12-18T20:36:18.006979] [DEBUG] [MAG       ] Building data for symbol: KTB with lookback: 0
[2025-12-18T20:36:18.007840] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-18T20:36:18.007906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:18.009844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:18.010396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:18.011324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:36:18.013743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-18T20:36:18.049603] [INFO ] [LOCAL     ] FTGS: Saved forecast.
[2025-12-18T20:36:18.049680] [INFO ] [main      ] FTGS: Signal=1 (Conf=90.0%), Magnitude=-0.34% (Conf=51.3219%)
[2025-12-18T20:36:18.050021] [INFO ] [main      ] Fetching symbol history for HPQ...
[2025-12-18T20:36:18.050075] [DEBUG] [REMOTE    ] HPQ: Fetching historical data.
[2025-12-18T20:36:18.050660] [INFO ] [main      ] Progress: 334/421 forecasts completed (79.3%). FTGS finished in 0.7s. ETA: 14.7s. Rate: 354.62 forecasts/min
[2025-12-18T20:36:18.060968] [DEBUG] [REMOTE    ] HPQ: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:18.062118] [DEBUG] [LOCAL     ] Loaded configuration for HPQ: 1 features, N/A% accuracy
[2025-12-18T20:36:18.062177] [INFO ] [LOCAL     ] HPQ: Loaded 1 optimal features with 48.77% confidence from JSON config
[2025-12-18T20:36:18.062208] [DEBUG] [MAG       ] Building data for symbol: HPQ with lookback: 0
[2025-12-18T20:36:18.063064] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-18T20:36:18.063125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:36:18.065449] [INFO ] [LOCAL     ] NTB: Saved forecast.
[2025-12-18T20:36:18.065515] [INFO ] [main      ] NTB: Signal=1 (Conf=90.0%), Magnitude=0.70% (Conf=47.8289%)
[2025-12-18T20:36:18.065861] [INFO ] [main      ] Fetching symbol history for CHCO...
[2025-12-18T20:36:18.065911] [DEBUG] [REMOTE    ] CHCO: Fetching historical data.
[2025-12-18T20:36:18.066782] [INFO ] [main      ] Progress: 335/421 forecasts completed (79.6%). NTB finished in 0.6s. ETA: 14.5s. Rate: 355.58 forecasts/min
[2025-12-18T20:36:18.077988] [DEBUG] [REMOTE    ] CHCO: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:18.078909] [DEBUG] [LOCAL     ] Loaded configuration for CHCO: 5 features, N/A% accuracy
[2025-12-18T20:36:18.078961] [INFO ] [LOCAL     ] CHCO: Loaded 5 optimal features with 56.18% confidence from JSON config
[2025-12-18T20:36:18.078992] [DEBUG] [MAG       ] Building data for symbol: CHCO with lookback: 0
[2025-12-18T20:36:18.079808] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:36:18.079868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:18.080730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-18T20:36:18.081397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-18T20:36:18.082087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-18T20:36:18.086286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-18T20:36:18.087685] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:18.103730] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:18.126397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:36:18.127371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-18T20:36:18.128010] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:18.167794] [DEBUG] [MAG       ] STKL: Last date is validated at 2025-12-18
[2025-12-18T20:36:18.342224] [DEBUG] [MAG       ] STKL: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:18.406789] [INFO ] [LOCAL     ] STKL: Saved forecast.
[2025-12-18T20:36:18.406857] [INFO ] [main      ] STKL: Signal=1 (Conf=90.0%), Magnitude=2.31% (Conf=52.909%)
[2025-12-18T20:36:18.407548] [INFO ] [main      ] Fetching symbol history for NCLH...
[2025-12-18T20:36:18.407617] [DEBUG] [REMOTE    ] NCLH: Fetching historical data.
[2025-12-18T20:36:18.409954] [INFO ] [main      ] Progress: 336/421 forecasts completed (79.8%). STKL finished in 0.9s. ETA: 14.4s. Rate: 354.49 forecasts/min
[2025-12-18T20:36:18.420320] [DEBUG] [REMOTE    ] NCLH: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:18.421550] [DEBUG] [LOCAL     ] Loaded configuration for NCLH: 10 features, N/A% accuracy
[2025-12-18T20:36:18.421629] [INFO ] [LOCAL     ] NCLH: Loaded 10 optimal features with 46.17% confidence from JSON config
[2025-12-18T20:36:18.421675] [DEBUG] [MAG       ] Building data for symbol: NCLH with lookback: 0
[2025-12-18T20:36:18.422551] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-18T20:36:18.422639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:18.424498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:18.425068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:18.425202] [DEBUG] [MAG       ] CHCO: Last date is validated at 2025-12-18
[2025-12-18T20:36:18.425505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:36:18.426375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-18T20:36:18.427236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:18.427782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-18T20:36:18.428946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-18T20:36:18.430671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-18T20:36:18.431726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-18T20:36:18.432413] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:18.441092] [DEBUG] [MAG       ] HPQ: Last date is validated at 2025-12-18
[2025-12-18T20:36:18.469870] [DEBUG] [MAG       ] KTB: Last date is validated at 2025-12-18
[2025-12-18T20:36:18.591326] [DEBUG] [MAG       ] CHCO: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:18.626255] [DEBUG] [MAG       ] HPQ: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:18.652135] [DEBUG] [MAG       ] KTB: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:18.692753] [INFO ] [LOCAL     ] CHCO: Saved forecast.
[2025-12-18T20:36:18.692828] [INFO ] [main      ] CHCO: Signal=1 (Conf=90.0%), Magnitude=0.56% (Conf=56.1825%)
[2025-12-18T20:36:18.692991] [INFO ] [main      ] Fetching symbol history for FCF...
[2025-12-18T20:36:18.693034] [DEBUG] [REMOTE    ] FCF: Fetching historical data.
[2025-12-18T20:36:18.693920] [INFO ] [main      ] Progress: 337/421 forecasts completed (80.0%). CHCO finished in 0.6s. ETA: 14.2s. Rate: 353.78 forecasts/min
[2025-12-18T20:36:18.704243] [DEBUG] [REMOTE    ] FCF: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:18.705246] [DEBUG] [LOCAL     ] Loaded configuration for FCF: 5 features, N/A% accuracy
[2025-12-18T20:36:18.705296] [INFO ] [LOCAL     ] FCF: Loaded 5 optimal features with 57.25% confidence from JSON config
[2025-12-18T20:36:18.705328] [DEBUG] [MAG       ] Building data for symbol: FCF with lookback: 0
[2025-12-18T20:36:18.706113] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:36:18.706172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:18.706188] [INFO ] [LOCAL     ] HPQ: Saved forecast.
[2025-12-18T20:36:18.706261] [INFO ] [main      ] HPQ: Signal=1 (Conf=90.0%), Magnitude=-2.21% (Conf=48.7735%)
[2025-12-18T20:36:18.706641] [INFO ] [main      ] Fetching symbol history for ERIE...
[2025-12-18T20:36:18.706693] [DEBUG] [REMOTE    ] ERIE: Fetching historical data.
[2025-12-18T20:36:18.706651] [INFO ] [main      ] Progress: 338/421 forecasts completed (80.3%). HPQ finished in 0.7s. ETA: 14.0s. Rate: 354.75 forecasts/min
[2025-12-18T20:36:18.711860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:18.713666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:18.714148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:36:18.717956] [DEBUG] [REMOTE    ] ERIE: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:18.718858] [DEBUG] [LOCAL     ] Loaded configuration for ERIE: 3 features, N/A% accuracy
[2025-12-18T20:36:18.718913] [INFO ] [LOCAL     ] ERIE: Loaded 3 optimal features with 63.09% confidence from JSON config
[2025-12-18T20:36:18.718947] [DEBUG] [MAG       ] Building data for symbol: ERIE with lookback: 0
[2025-12-18T20:36:18.719794] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:36:18.719856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:36:18.720655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-18T20:36:18.752651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-18T20:36:18.753549] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:18.766884] [INFO ] [LOCAL     ] KTB: Saved forecast.
[2025-12-18T20:36:18.766951] [INFO ] [main      ] KTB: Signal=1 (Conf=90.0%), Magnitude=2.80% (Conf=48.3931%)
[2025-12-18T20:36:18.767114] [INFO ] [main      ] Fetching symbol history for LECO...
[2025-12-18T20:36:18.767159] [DEBUG] [REMOTE    ] LECO: Fetching historical data.
[2025-12-18T20:36:18.768668] [INFO ] [main      ] Progress: 339/421 forecasts completed (80.5%). KTB finished in 0.8s. ETA: 13.8s. Rate: 355.42 forecasts/min
[2025-12-18T20:36:18.770869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-18T20:36:18.772341] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:18.778806] [DEBUG] [REMOTE    ] LECO: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:18.779821] [DEBUG] [LOCAL     ] Loaded configuration for LECO: 3 features, N/A% accuracy
[2025-12-18T20:36:18.779881] [INFO ] [LOCAL     ] LECO: Loaded 3 optimal features with 59.97% confidence from JSON config
[2025-12-18T20:36:18.779914] [DEBUG] [MAG       ] Building data for symbol: LECO with lookback: 0
[2025-12-18T20:36:18.780724] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:36:18.780784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:18.782416] [DEBUG] [MAG       ] NCLH: Last date is validated at 2025-12-18
[2025-12-18T20:36:18.785739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:36:18.786811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-18T20:36:18.787509] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:18.963299] [DEBUG] [MAG       ] NCLH: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:19.051522] [INFO ] [LOCAL     ] NCLH: Saved forecast.
[2025-12-18T20:36:19.051795] [INFO ] [main      ] NCLH: Signal=1 (Conf=90.0%), Magnitude=-2.38% (Conf=46.1699%)
[2025-12-18T20:36:19.052147] [INFO ] [main      ] Fetching symbol history for TAYD...
[2025-12-18T20:36:19.052198] [DEBUG] [REMOTE    ] TAYD: Fetching historical data.
[2025-12-18T20:36:19.052668] [INFO ] [main      ] Progress: 340/421 forecasts completed (80.8%). NCLH finished in 0.6s. ETA: 13.7s. Rate: 354.70 forecasts/min
[2025-12-18T20:36:19.064082] [DEBUG] [REMOTE    ] TAYD: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:19.065172] [DEBUG] [LOCAL     ] Loaded configuration for TAYD: 6 features, N/A% accuracy
[2025-12-18T20:36:19.065224] [INFO ] [LOCAL     ] TAYD: Loaded 6 optimal features with 48.53% confidence from JSON config
[2025-12-18T20:36:19.065256] [DEBUG] [MAG       ] Building data for symbol: TAYD with lookback: 0
[2025-12-18T20:36:19.066056] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:36:19.066117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:19.068023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:19.068530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:19.069123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:36:19.071695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:36:19.072829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-18T20:36:19.076986] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:19.102128] [DEBUG] [MAG       ] FCF: Last date is validated at 2025-12-18
[2025-12-18T20:36:19.128428] [DEBUG] [MAG       ] ERIE: Last date is validated at 2025-12-18
[2025-12-18T20:36:19.134816] [DEBUG] [MAG       ] LECO: Last date is validated at 2025-12-18
[2025-12-18T20:36:19.277303] [DEBUG] [MAG       ] FCF: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:19.305369] [DEBUG] [MAG       ] ERIE: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:19.316319] [DEBUG] [MAG       ] LECO: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:19.347814] [INFO ] [LOCAL     ] FCF: Saved forecast.
[2025-12-18T20:36:19.347880] [INFO ] [main      ] FCF: Signal=1 (Conf=90.0%), Magnitude=-1.26% (Conf=57.251%)
[2025-12-18T20:36:19.348271] [INFO ] [main      ] Progress: 341/421 forecasts completed (81.0%). FCF finished in 0.7s. ETA: 13.6s. Rate: 353.93 forecasts/min
[2025-12-18T20:36:19.348387] [INFO ] [main      ] Fetching symbol history for BROS...
[2025-12-18T20:36:19.348428] [DEBUG] [REMOTE    ] BROS: Fetching historical data.
[2025-12-18T20:36:19.360856] [DEBUG] [REMOTE    ] BROS: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:19.361797] [DEBUG] [LOCAL     ] Loaded configuration for BROS: 10 features, N/A% accuracy
[2025-12-18T20:36:19.361853] [INFO ] [LOCAL     ] BROS: Loaded 10 optimal features with 51.07% confidence from JSON config
[2025-12-18T20:36:19.361884] [DEBUG] [MAG       ] Building data for symbol: BROS with lookback: 0
[2025-12-18T20:36:19.365273] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-18T20:36:19.365340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:19.370147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-18T20:36:19.371249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:19.372974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:19.373448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-18T20:36:19.374472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-18T20:36:19.376065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-18T20:36:19.376757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-18T20:36:19.377464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-18T20:36:19.378504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-18T20:36:19.384851] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:19.429649] [DEBUG] [MAG       ] TAYD: Last date is validated at 2025-12-18
[2025-12-18T20:36:19.442670] [INFO ] [LOCAL     ] LECO: Saved forecast.
[2025-12-18T20:36:19.442741] [INFO ] [main      ] LECO: Signal=1 (Conf=90.0%), Magnitude=-0.81% (Conf=59.9704%)
[2025-12-18T20:36:19.443100] [INFO ] [main      ] Fetching symbol history for DEA...
[2025-12-18T20:36:19.443152] [DEBUG] [REMOTE    ] DEA: Fetching historical data.
[2025-12-18T20:36:19.444653] [INFO ] [main      ] Progress: 342/421 forecasts completed (81.2%). LECO finished in 0.7s. ETA: 13.4s. Rate: 354.38 forecasts/min
[2025-12-18T20:36:19.455085] [DEBUG] [REMOTE    ] DEA: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:19.455907] [DEBUG] [LOCAL     ] Loaded configuration for DEA: 3 features, N/A% accuracy
[2025-12-18T20:36:19.455960] [INFO ] [LOCAL     ] DEA: Loaded 3 optimal features with 47.78% confidence from JSON config
[2025-12-18T20:36:19.455993] [DEBUG] [MAG       ] Building data for symbol: DEA with lookback: 0
[2025-12-18T20:36:19.456826] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:36:19.456887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:19.458634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:19.459522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:19.459951] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:19.462516] [INFO ] [LOCAL     ] ERIE: Saved forecast.
[2025-12-18T20:36:19.462610] [INFO ] [main      ] ERIE: Signal=1 (Conf=90.0%), Magnitude=-1.01% (Conf=63.0898%)
[2025-12-18T20:36:19.463168] [INFO ] [main      ] Progress: 343/421 forecasts completed (81.5%). ERIE finished in 0.8s. ETA: 13.2s. Rate: 355.30 forecasts/min
[2025-12-18T20:36:19.463303] [INFO ] [main      ] Fetching symbol history for CCNE...
[2025-12-18T20:36:19.463346] [DEBUG] [REMOTE    ] CCNE: Fetching historical data.
[2025-12-18T20:36:19.475954] [DEBUG] [REMOTE    ] CCNE: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:19.476940] [DEBUG] [LOCAL     ] Loaded configuration for CCNE: 3 features, N/A% accuracy
[2025-12-18T20:36:19.476995] [INFO ] [LOCAL     ] CCNE: Loaded 3 optimal features with 54.34% confidence from JSON config
[2025-12-18T20:36:19.477026] [DEBUG] [MAG       ] Building data for symbol: CCNE with lookback: 0
[2025-12-18T20:36:19.477998] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:36:19.478060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:19.480013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:19.480558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:19.480995] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:19.605326] [DEBUG] [MAG       ] TAYD: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:19.712165] [INFO ] [LOCAL     ] TAYD: Saved forecast.
[2025-12-18T20:36:19.712233] [INFO ] [main      ] TAYD: Signal=1 (Conf=90.0%), Magnitude=-2.62% (Conf=48.5296%)
[2025-12-18T20:36:19.712610] [INFO ] [main      ] Fetching symbol history for BUSE...
[2025-12-18T20:36:19.712664] [DEBUG] [REMOTE    ] BUSE: Fetching historical data.
[2025-12-18T20:36:19.713656] [INFO ] [main      ] Progress: 344/421 forecasts completed (81.7%). TAYD finished in 0.7s. ETA: 13.0s. Rate: 354.80 forecasts/min
[2025-12-18T20:36:19.724960] [DEBUG] [REMOTE    ] BUSE: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:19.726127] [DEBUG] [LOCAL     ] Loaded configuration for BUSE: 3 features, N/A% accuracy
[2025-12-18T20:36:19.726183] [INFO ] [LOCAL     ] BUSE: Loaded 3 optimal features with 46.89% confidence from JSON config
[2025-12-18T20:36:19.726217] [DEBUG] [MAG       ] Building data for symbol: BUSE with lookback: 0
[2025-12-18T20:36:19.727034] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:36:19.727098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:19.732100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:19.733126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-18T20:36:19.734982] [DEBUG] [MAG       ] BROS: Last date is validated at 2025-12-18
[2025-12-18T20:36:19.783135] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:19.809173] [DEBUG] [MAG       ] DEA: Last date is validated at 2025-12-18
[2025-12-18T20:36:19.838536] [DEBUG] [MAG       ] CCNE: Last date is validated at 2025-12-18
[2025-12-18T20:36:19.908455] [DEBUG] [MAG       ] BROS: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:19.979716] [DEBUG] [MAG       ] DEA: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:20.007620] [DEBUG] [MAG       ] CCNE: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:20.035656] [INFO ] [LOCAL     ] BROS: Saved forecast.
[2025-12-18T20:36:20.035721] [INFO ] [main      ] BROS: Signal=1 (Conf=90.0%), Magnitude=2.80% (Conf=51.0686%)
[2025-12-18T20:36:20.036079] [INFO ] [main      ] Fetching symbol history for CMPS...
[2025-12-18T20:36:20.036129] [DEBUG] [REMOTE    ] CMPS: Fetching historical data.
[2025-12-18T20:36:20.036102] [INFO ] [main      ] Progress: 345/421 forecasts completed (81.9%). BROS finished in 0.7s. ETA: 12.9s. Rate: 353.87 forecasts/min
[2025-12-18T20:36:20.051462] [DEBUG] [REMOTE    ] CMPS: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:20.052497] [DEBUG] [LOCAL     ] Loaded configuration for CMPS: 5 features, N/A% accuracy
[2025-12-18T20:36:20.052551] [INFO ] [LOCAL     ] CMPS: Loaded 5 optimal features with 68.14% confidence from JSON config
[2025-12-18T20:36:20.052601] [DEBUG] [MAG       ] Building data for symbol: CMPS with lookback: 0
[2025-12-18T20:36:20.052917] [INFO ] [LOCAL     ] DEA: Saved forecast.
[2025-12-18T20:36:20.052988] [INFO ] [main      ] DEA: Signal=1 (Conf=90.0%), Magnitude=-0.09% (Conf=47.7839%)
[2025-12-18T20:36:20.053159] [INFO ] [main      ] Fetching symbol history for VUZI...
[2025-12-18T20:36:20.053228] [DEBUG] [REMOTE    ] VUZI: Fetching historical data.
[2025-12-18T20:36:20.053422] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:36:20.053485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:20.054820] [INFO ] [main      ] Progress: 346/421 forecasts completed (82.2%). DEA finished in 0.6s. ETA: 12.7s. Rate: 354.78 forecasts/min
[2025-12-18T20:36:20.058666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:36:20.059523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-18T20:36:20.061419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-18T20:36:20.065545] [DEBUG] [REMOTE    ] VUZI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:20.066134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-18T20:36:20.066933] [DEBUG] [LOCAL     ] Loaded configuration for VUZI: 4 features, N/A% accuracy
[2025-12-18T20:36:20.066987] [INFO ] [LOCAL     ] VUZI: Loaded 4 optimal features with 58.54% confidence from JSON config
[2025-12-18T20:36:20.067019] [DEBUG] [MAG       ] Building data for symbol: VUZI with lookback: 0
[2025-12-18T20:36:20.067447] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:20.067998] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:20.068070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:20.070001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:20.070535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-18T20:36:20.072947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-18T20:36:20.073726] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:20.082492] [INFO ] [LOCAL     ] CCNE: Saved forecast.
[2025-12-18T20:36:20.082558] [INFO ] [main      ] CCNE: Signal=1 (Conf=90.0%), Magnitude=0.64% (Conf=54.3409%)
[2025-12-18T20:36:20.082876] [INFO ] [main      ] Fetching symbol history for CPNG...
[2025-12-18T20:36:20.082925] [DEBUG] [REMOTE    ] CPNG: Fetching historical data.
[2025-12-18T20:36:20.083651] [INFO ] [main      ] Progress: 347/421 forecasts completed (82.4%). CCNE finished in 0.6s. ETA: 12.5s. Rate: 355.63 forecasts/min
[2025-12-18T20:36:20.094647] [DEBUG] [REMOTE    ] CPNG: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:20.095488] [DEBUG] [LOCAL     ] Loaded configuration for CPNG: 5 features, N/A% accuracy
[2025-12-18T20:36:20.095544] [INFO ] [LOCAL     ] CPNG: Loaded 5 optimal features with 59.36% confidence from JSON config
[2025-12-18T20:36:20.095604] [DEBUG] [MAG       ] Building data for symbol: CPNG with lookback: 0
[2025-12-18T20:36:20.096373] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:36:20.096433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:20.101194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:20.102963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:20.103425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:36:20.104528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-18T20:36:20.105231] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:20.149736] [DEBUG] [MAG       ] BUSE: Last date is validated at 2025-12-18
[2025-12-18T20:36:20.319684] [DEBUG] [MAG       ] BUSE: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:20.392522] [INFO ] [LOCAL     ] BUSE: Saved forecast.
[2025-12-18T20:36:20.392613] [INFO ] [main      ] BUSE: Signal=1 (Conf=90.0%), Magnitude=-0.37% (Conf=46.8929%)
[2025-12-18T20:36:20.393048] [INFO ] [main      ] Fetching symbol history for LPTH...
[2025-12-18T20:36:20.393101] [DEBUG] [REMOTE    ] LPTH: Fetching historical data.
[2025-12-18T20:36:20.393663] [INFO ] [main      ] Progress: 348/421 forecasts completed (82.7%). BUSE finished in 0.7s. ETA: 12.3s. Rate: 354.78 forecasts/min
[2025-12-18T20:36:20.405857] [DEBUG] [REMOTE    ] LPTH: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:20.406908] [DEBUG] [LOCAL     ] Loaded configuration for LPTH: 4 features, N/A% accuracy
[2025-12-18T20:36:20.406965] [INFO ] [LOCAL     ] LPTH: Loaded 4 optimal features with 67.22% confidence from JSON config
[2025-12-18T20:36:20.406998] [DEBUG] [MAG       ] Building data for symbol: LPTH with lookback: 0
[2025-12-18T20:36:20.407871] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:20.407936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:20.409518] [DEBUG] [MAG       ] CMPS: Last date is validated at 2025-12-18
[2025-12-18T20:36:20.413010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:36:20.415621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:36:20.416432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-18T20:36:20.417028] [DEBUG] [MAG       ] VUZI: Last date is validated at 2025-12-18
[2025-12-18T20:36:20.418710] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:20.439676] [DEBUG] [MAG       ] CPNG: Last date is validated at 2025-12-18
[2025-12-18T20:36:20.578122] [DEBUG] [MAG       ] CMPS: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:20.583587] [DEBUG] [MAG       ] VUZI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:20.605068] [DEBUG] [MAG       ] CPNG: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:20.649086] [INFO ] [LOCAL     ] VUZI: Saved forecast.
[2025-12-18T20:36:20.649157] [INFO ] [main      ] VUZI: Signal=1 (Conf=90.0%), Magnitude=-2.18% (Conf=58.5395%)
[2025-12-18T20:36:20.649546] [INFO ] [main      ] Progress: 349/421 forecasts completed (82.9%). VUZI finished in 0.6s. ETA: 12.2s. Rate: 354.26 forecasts/min
[2025-12-18T20:36:20.649696] [INFO ] [main      ] Fetching symbol history for GOOS...
[2025-12-18T20:36:20.649743] [DEBUG] [REMOTE    ] GOOS: Fetching historical data.
[2025-12-18T20:36:20.651473] [INFO ] [LOCAL     ] CMPS: Saved forecast.
[2025-12-18T20:36:20.652323] [INFO ] [main      ] CMPS: Signal=1 (Conf=90.0%), Magnitude=-6.72% (Conf=68.1446%)
[2025-12-18T20:36:20.652501] [INFO ] [main      ] Fetching symbol history for KOP...
[2025-12-18T20:36:20.652545] [DEBUG] [REMOTE    ] KOP: Fetching historical data.
[2025-12-18T20:36:20.652740] [INFO ] [main      ] Progress: 350/421 forecasts completed (83.1%). CMPS finished in 0.6s. ETA: 12.0s. Rate: 355.25 forecasts/min
[2025-12-18T20:36:20.663444] [DEBUG] [REMOTE    ] GOOS: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:20.664346] [DEBUG] [LOCAL     ] Loaded configuration for GOOS: 5 features, N/A% accuracy
[2025-12-18T20:36:20.664405] [INFO ] [LOCAL     ] GOOS: Loaded 5 optimal features with 63.93% confidence from JSON config
[2025-12-18T20:36:20.664437] [DEBUG] [MAG       ] Building data for symbol: GOOS with lookback: 0
[2025-12-18T20:36:20.665262] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:36:20.665323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:36:20.665380] [DEBUG] [REMOTE    ] KOP: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:20.666082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-18T20:36:20.666174] [DEBUG] [LOCAL     ] Loaded configuration for KOP: 3 features, N/A% accuracy
[2025-12-18T20:36:20.666226] [INFO ] [LOCAL     ] KOP: Loaded 3 optimal features with 63.51% confidence from JSON config
[2025-12-18T20:36:20.666258] [DEBUG] [MAG       ] Building data for symbol: KOP with lookback: 0
[2025-12-18T20:36:20.667036] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:36:20.667095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:20.667978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-18T20:36:20.670842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-18T20:36:20.671859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:20.671937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-18T20:36:20.672824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-18T20:36:20.673100] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:20.673504] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:20.684533] [INFO ] [LOCAL     ] CPNG: Saved forecast.
[2025-12-18T20:36:20.684617] [INFO ] [main      ] CPNG: Signal=1 (Conf=90.0%), Magnitude=4.15% (Conf=59.3556%)
[2025-12-18T20:36:20.684777] [INFO ] [main      ] Fetching symbol history for TPL...
[2025-12-18T20:36:20.684819] [DEBUG] [REMOTE    ] TPL: Fetching historical data.
[2025-12-18T20:36:20.685817] [INFO ] [main      ] Progress: 351/421 forecasts completed (83.4%). CPNG finished in 0.6s. ETA: 11.8s. Rate: 356.07 forecasts/min
[2025-12-18T20:36:20.695502] [DEBUG] [REMOTE    ] TPL: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:20.696459] [DEBUG] [LOCAL     ] Loaded configuration for TPL: 4 features, N/A% accuracy
[2025-12-18T20:36:20.696515] [INFO ] [LOCAL     ] TPL: Loaded 4 optimal features with 56.96% confidence from JSON config
[2025-12-18T20:36:20.696546] [DEBUG] [MAG       ] Building data for symbol: TPL with lookback: 0
[2025-12-18T20:36:20.697341] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:20.697401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:20.699116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:20.699634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:20.700063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:36:20.700831] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:20.766352] [DEBUG] [MAG       ] LPTH: Last date is validated at 2025-12-18
[2025-12-18T20:36:20.934192] [DEBUG] [MAG       ] LPTH: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:21.006721] [INFO ] [LOCAL     ] LPTH: Saved forecast.
[2025-12-18T20:36:21.006789] [INFO ] [main      ] LPTH: Signal=1 (Conf=90.0%), Magnitude=6.53% (Conf=67.2233%)
[2025-12-18T20:36:21.007140] [INFO ] [main      ] Fetching symbol history for AMAL...
[2025-12-18T20:36:21.007191] [DEBUG] [REMOTE    ] AMAL: Fetching historical data.
[2025-12-18T20:36:21.007658] [INFO ] [main      ] Progress: 352/421 forecasts completed (83.6%). LPTH finished in 0.6s. ETA: 11.7s. Rate: 355.15 forecasts/min
[2025-12-18T20:36:21.008827] [DEBUG] [MAG       ] GOOS: Last date is validated at 2025-12-18
[2025-12-18T20:36:21.018753] [DEBUG] [REMOTE    ] AMAL: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:21.019918] [DEBUG] [LOCAL     ] Loaded configuration for AMAL: 8 features, N/A% accuracy
[2025-12-18T20:36:21.019981] [INFO ] [LOCAL     ] AMAL: Loaded 8 optimal features with 50.30% confidence from JSON config
[2025-12-18T20:36:21.020027] [DEBUG] [MAG       ] Building data for symbol: AMAL with lookback: 0
[2025-12-18T20:36:21.020929] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-18T20:36:21.021020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:21.026517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:21.027081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:21.027499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:36:21.030015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:36:21.031296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-18T20:36:21.032509] [DEBUG] [MAG       ] TPL: Last date is validated at 2025-12-18
[2025-12-18T20:36:21.080945] [DEBUG] [MAG       ] KOP: Last date is validated at 2025-12-18
[2025-12-18T20:36:21.108665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-18T20:36:21.111807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-18T20:36:21.114095] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:21.178058] [DEBUG] [MAG       ] GOOS: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:21.198508] [DEBUG] [MAG       ] TPL: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:21.248936] [DEBUG] [MAG       ] KOP: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:21.249997] [INFO ] [LOCAL     ] GOOS: Saved forecast.
[2025-12-18T20:36:21.250066] [INFO ] [main      ] GOOS: Signal=1 (Conf=90.0%), Magnitude=-0.58% (Conf=63.9339%)
[2025-12-18T20:36:21.250435] [INFO ] [main      ] Fetching symbol history for AGX...
[2025-12-18T20:36:21.250493] [DEBUG] [REMOTE    ] AGX: Fetching historical data.
[2025-12-18T20:36:21.250503] [INFO ] [main      ] Progress: 353/421 forecasts completed (83.8%). GOOS finished in 0.6s. ETA: 11.5s. Rate: 354.71 forecasts/min
[2025-12-18T20:36:21.262092] [DEBUG] [REMOTE    ] AGX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:21.263048] [DEBUG] [LOCAL     ] Loaded configuration for AGX: 6 features, N/A% accuracy
[2025-12-18T20:36:21.263100] [INFO ] [LOCAL     ] AGX: Loaded 6 optimal features with 59.73% confidence from JSON config
[2025-12-18T20:36:21.263132] [DEBUG] [MAG       ] Building data for symbol: AGX with lookback: 0
[2025-12-18T20:36:21.263944] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:36:21.264006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:21.265744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:21.266264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:21.266695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:36:21.268331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-18T20:36:21.269504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-18T20:36:21.270232] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:21.334749] [INFO ] [LOCAL     ] KOP: Saved forecast.
[2025-12-18T20:36:21.334822] [INFO ] [main      ] KOP: Signal=1 (Conf=90.0%), Magnitude=0.86% (Conf=63.5111%)
[2025-12-18T20:36:21.335227] [INFO ] [main      ] Fetching symbol history for SY...
[2025-12-18T20:36:21.335281] [DEBUG] [REMOTE    ] SY: Fetching historical data.
[2025-12-18T20:36:21.337682] [INFO ] [main      ] Progress: 354/421 forecasts completed (84.1%). KOP finished in 0.7s. ETA: 11.3s. Rate: 355.20 forecasts/min
[2025-12-18T20:36:21.348660] [DEBUG] [REMOTE    ] SY: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:21.349746] [DEBUG] [LOCAL     ] Loaded configuration for SY: 7 features, N/A% accuracy
[2025-12-18T20:36:21.349807] [INFO ] [LOCAL     ] SY: Loaded 7 optimal features with 42.69% confidence from JSON config
[2025-12-18T20:36:21.349845] [DEBUG] [MAG       ] Building data for symbol: SY with lookback: 0
[2025-12-18T20:36:21.350851] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-18T20:36:21.350926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:21.357105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:36:21.358201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-18T20:36:21.361158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:21.363034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:21.363595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-18T20:36:21.364754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-18T20:36:21.367094] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:21.409499] [INFO ] [LOCAL     ] TPL: Saved forecast.
[2025-12-18T20:36:21.409560] [INFO ] [main      ] TPL: Signal=1 (Conf=90.0%), Magnitude=0.53% (Conf=56.96%)
[2025-12-18T20:36:21.409884] [INFO ] [main      ] Fetching symbol history for IRMD...
[2025-12-18T20:36:21.409933] [DEBUG] [REMOTE    ] IRMD: Fetching historical data.
[2025-12-18T20:36:21.410804] [INFO ] [main      ] Progress: 355/421 forecasts completed (84.3%). TPL finished in 0.7s. ETA: 11.1s. Rate: 355.77 forecasts/min
[2025-12-18T20:36:21.421427] [DEBUG] [REMOTE    ] IRMD: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:21.422510] [DEBUG] [LOCAL     ] Loaded configuration for IRMD: 3 features, N/A% accuracy
[2025-12-18T20:36:21.422663] [INFO ] [LOCAL     ] IRMD: Loaded 3 optimal features with 48.48% confidence from JSON config
[2025-12-18T20:36:21.422729] [DEBUG] [MAG       ] Building data for symbol: IRMD with lookback: 0
[2025-12-18T20:36:21.423873] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:36:21.423932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:21.428627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-18T20:36:21.429335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-18T20:36:21.430947] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:21.454194] [DEBUG] [MAG       ] AMAL: Last date is validated at 2025-12-18
[2025-12-18T20:36:21.606111] [DEBUG] [MAG       ] AGX: Last date is validated at 2025-12-18
[2025-12-18T20:36:21.623855] [DEBUG] [MAG       ] AMAL: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:21.708166] [INFO ] [LOCAL     ] AMAL: Saved forecast.
[2025-12-18T20:36:21.708235] [INFO ] [main      ] AMAL: Signal=1 (Conf=90.0%), Magnitude=6.48% (Conf=50.2965%)
[2025-12-18T20:36:21.708607] [INFO ] [main      ] Fetching symbol history for AMLX...
[2025-12-18T20:36:21.708660] [DEBUG] [REMOTE    ] AMLX: Fetching historical data.
[2025-12-18T20:36:21.708653] [INFO ] [main      ] Progress: 356/421 forecasts completed (84.6%). AMAL finished in 0.7s. ETA: 11.0s. Rate: 355.00 forecasts/min
[2025-12-18T20:36:21.720600] [DEBUG] [REMOTE    ] AMLX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:21.721760] [DEBUG] [LOCAL     ] Loaded configuration for AMLX: 4 features, N/A% accuracy
[2025-12-18T20:36:21.721816] [INFO ] [LOCAL     ] AMLX: Loaded 4 optimal features with 61.30% confidence from JSON config
[2025-12-18T20:36:21.721848] [DEBUG] [MAG       ] Building data for symbol: AMLX with lookback: 0
[2025-12-18T20:36:21.722700] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:21.722763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:21.722905] [DEBUG] [MAG       ] SY: Last date is validated at 2025-12-18
[2025-12-18T20:36:21.724515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:21.725106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-18T20:36:21.727337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-18T20:36:21.728662] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:21.761023] [DEBUG] [MAG       ] IRMD: Last date is validated at 2025-12-18
[2025-12-18T20:36:21.774731] [DEBUG] [MAG       ] AGX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:21.902422] [DEBUG] [MAG       ] SY: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:21.909730] [INFO ] [LOCAL     ] AGX: Saved forecast.
[2025-12-18T20:36:21.909801] [INFO ] [main      ] AGX: Signal=1 (Conf=90.0%), Magnitude=9.06% (Conf=59.7344%)
[2025-12-18T20:36:21.909966] [INFO ] [main      ] Fetching symbol history for TXN...
[2025-12-18T20:36:21.910010] [DEBUG] [REMOTE    ] TXN: Fetching historical data.
[2025-12-18T20:36:21.911798] [INFO ] [main      ] Progress: 357/421 forecasts completed (84.8%). AGX finished in 0.7s. ETA: 10.8s. Rate: 354.80 forecasts/min
[2025-12-18T20:36:21.921727] [DEBUG] [REMOTE    ] TXN: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:21.922609] [DEBUG] [LOCAL     ] Loaded configuration for TXN: 11 features, N/A% accuracy
[2025-12-18T20:36:21.922665] [INFO ] [LOCAL     ] TXN: Loaded 11 optimal features with 59.88% confidence from JSON config
[2025-12-18T20:36:21.922697] [DEBUG] [MAG       ] Building data for symbol: TXN with lookback: 0
[2025-12-18T20:36:21.923477] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-18T20:36:21.923542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:36:21.925892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:36:21.926880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-18T20:36:21.927711] [DEBUG] [MAG       ] IRMD: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:21.929562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-18T20:36:21.930945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-18T20:36:21.933851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-18T20:36:21.936597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:21.938374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:21.938870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-18T20:36:21.939979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-18T20:36:21.944034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-18T20:36:21.949816] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:21.967691] [INFO ] [LOCAL     ] SY: Saved forecast.
[2025-12-18T20:36:21.967760] [INFO ] [main      ] SY: Signal=1 (Conf=90.0%), Magnitude=0.24% (Conf=42.6868%)
[2025-12-18T20:36:21.968148] [INFO ] [main      ] Fetching symbol history for AWRE...
[2025-12-18T20:36:21.968199] [DEBUG] [REMOTE    ] AWRE: Fetching historical data.
[2025-12-18T20:36:21.968653] [INFO ] [main      ] Progress: 358/421 forecasts completed (85.0%). SY finished in 0.6s. ETA: 10.6s. Rate: 355.46 forecasts/min
[2025-12-18T20:36:21.980163] [DEBUG] [REMOTE    ] AWRE: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:21.981165] [DEBUG] [LOCAL     ] Loaded configuration for AWRE: 7 features, N/A% accuracy
[2025-12-18T20:36:21.981224] [INFO ] [LOCAL     ] AWRE: Loaded 7 optimal features with 53.43% confidence from JSON config
[2025-12-18T20:36:21.981259] [DEBUG] [MAG       ] Building data for symbol: AWRE with lookback: 0
[2025-12-18T20:36:21.982091] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-18T20:36:21.982156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:21.987176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:21.988209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:36:22.021511] [INFO ] [LOCAL     ] IRMD: Saved forecast.
[2025-12-18T20:36:22.021601] [INFO ] [main      ] IRMD: Signal=1 (Conf=90.0%), Magnitude=0.85% (Conf=48.4788%)
[2025-12-18T20:36:22.021773] [INFO ] [main      ] Fetching symbol history for AVDL...
[2025-12-18T20:36:22.021815] [DEBUG] [REMOTE    ] AVDL: Fetching historical data.
[2025-12-18T20:36:22.022847] [INFO ] [main      ] Progress: 359/421 forecasts completed (85.3%). IRMD finished in 0.6s. ETA: 10.4s. Rate: 356.13 forecasts/min
[2025-12-18T20:36:22.030208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:36:22.031819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-18T20:36:22.032692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-18T20:36:22.032793] [DEBUG] [REMOTE    ] AVDL: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:22.033683] [DEBUG] [LOCAL     ] Loaded configuration for AVDL: 3 features, N/A% accuracy
[2025-12-18T20:36:22.033739] [INFO ] [LOCAL     ] AVDL: Loaded 3 optimal features with 36.97% confidence from JSON config
[2025-12-18T20:36:22.033770] [DEBUG] [MAG       ] Building data for symbol: AVDL with lookback: 0
[2025-12-18T20:36:22.034345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-18T20:36:22.034549] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:36:22.034627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:36:22.035323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:22.036180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-18T20:36:22.037465] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:22.038007] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:22.080015] [DEBUG] [MAG       ] AMLX: Last date is validated at 2025-12-18
[2025-12-18T20:36:22.255142] [DEBUG] [MAG       ] AMLX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:22.287519] [DEBUG] [MAG       ] TXN: Last date is validated at 2025-12-18
[2025-12-18T20:36:22.341995] [INFO ] [LOCAL     ] AMLX: Saved forecast.
[2025-12-18T20:36:22.342061] [INFO ] [main      ] AMLX: Signal=1 (Conf=90.0%), Magnitude=5.30% (Conf=61.2954%)
[2025-12-18T20:36:22.342403] [INFO ] [main      ] Fetching symbol history for AVA...
[2025-12-18T20:36:22.342453] [DEBUG] [REMOTE    ] AVA: Fetching historical data.
[2025-12-18T20:36:22.342681] [INFO ] [main      ] Progress: 360/421 forecasts completed (85.5%). AMLX finished in 0.6s. ETA: 10.3s. Rate: 355.25 forecasts/min
[2025-12-18T20:36:22.354426] [DEBUG] [REMOTE    ] AVA: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:22.355652] [DEBUG] [LOCAL     ] Loaded configuration for AVA: 7 features, N/A% accuracy
[2025-12-18T20:36:22.355707] [INFO ] [LOCAL     ] AVA: Loaded 7 optimal features with 57.13% confidence from JSON config
[2025-12-18T20:36:22.355746] [DEBUG] [MAG       ] Building data for symbol: AVA with lookback: 0
[2025-12-18T20:36:22.356596] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-18T20:36:22.356665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:22.361815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:36:22.363164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-18T20:36:22.365311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-18T20:36:22.369885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-18T20:36:22.371111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-18T20:36:22.374008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-18T20:36:22.374110] [DEBUG] [MAG       ] AVDL: Last date is validated at 2025-12-18
[2025-12-18T20:36:22.374679] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:22.392407] [DEBUG] [MAG       ] AWRE: Last date is validated at 2025-12-18
[2025-12-18T20:36:22.462288] [DEBUG] [MAG       ] TXN: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:22.543104] [DEBUG] [MAG       ] AVDL: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:22.561722] [DEBUG] [MAG       ] AWRE: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:22.595030] [INFO ] [LOCAL     ] TXN: Saved forecast.
[2025-12-18T20:36:22.595096] [INFO ] [main      ] TXN: Signal=1 (Conf=90.0%), Magnitude=-1.86% (Conf=59.876%)
[2025-12-18T20:36:22.595440] [INFO ] [main      ] Fetching symbol history for IPGP...
[2025-12-18T20:36:22.595489] [DEBUG] [REMOTE    ] IPGP: Fetching historical data.
[2025-12-18T20:36:22.596392] [INFO ] [main      ] Progress: 361/421 forecasts completed (85.7%). TXN finished in 0.7s. ETA: 10.1s. Rate: 354.75 forecasts/min
[2025-12-18T20:36:22.606496] [DEBUG] [REMOTE    ] IPGP: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:22.607288] [DEBUG] [LOCAL     ] Loaded configuration for IPGP: 3 features, N/A% accuracy
[2025-12-18T20:36:22.607338] [INFO ] [LOCAL     ] IPGP: Loaded 3 optimal features with 53.22% confidence from JSON config
[2025-12-18T20:36:22.607369] [DEBUG] [MAG       ] Building data for symbol: IPGP with lookback: 0
[2025-12-18T20:36:22.608146] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:36:22.608204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:36:22.608929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:36:22.611263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-18T20:36:22.612322] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:22.618328] [INFO ] [LOCAL     ] AVDL: Saved forecast.
[2025-12-18T20:36:22.618396] [INFO ] [main      ] AVDL: Signal=1 (Conf=90.0%), Magnitude=0.41% (Conf=36.9669%)
[2025-12-18T20:36:22.618768] [INFO ] [main      ] Fetching symbol history for BBCP...
[2025-12-18T20:36:22.618819] [DEBUG] [REMOTE    ] BBCP: Fetching historical data.
[2025-12-18T20:36:22.619646] [INFO ] [main      ] Progress: 362/421 forecasts completed (86.0%). AVDL finished in 0.6s. ETA: 10.0s. Rate: 355.60 forecasts/min
[2025-12-18T20:36:22.626156] [INFO ] [LOCAL     ] AWRE: Saved forecast.
[2025-12-18T20:36:22.626224] [INFO ] [main      ] AWRE: Signal=1 (Conf=90.0%), Magnitude=0.25% (Conf=53.4311%)
[2025-12-18T20:36:22.626651] [INFO ] [main      ] Fetching symbol history for IGIC...
[2025-12-18T20:36:22.626703] [DEBUG] [REMOTE    ] IGIC: Fetching historical data.
[2025-12-18T20:36:22.627627] [INFO ] [main      ] Progress: 363/421 forecasts completed (86.2%). AWRE finished in 0.7s. ETA: 9.8s. Rate: 356.54 forecasts/min
[2025-12-18T20:36:22.629519] [DEBUG] [REMOTE    ] BBCP: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:22.630472] [DEBUG] [LOCAL     ] Loaded configuration for BBCP: 6 features, N/A% accuracy
[2025-12-18T20:36:22.630522] [INFO ] [LOCAL     ] BBCP: Loaded 6 optimal features with 56.34% confidence from JSON config
[2025-12-18T20:36:22.630554] [DEBUG] [MAG       ] Building data for symbol: BBCP with lookback: 0
[2025-12-18T20:36:22.631346] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:36:22.631407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:22.636277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:36:22.637266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-18T20:36:22.638080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-18T20:36:22.638236] [DEBUG] [REMOTE    ] IGIC: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:22.639027] [DEBUG] [LOCAL     ] Loaded configuration for IGIC: 5 features, N/A% accuracy
[2025-12-18T20:36:22.639088] [INFO ] [LOCAL     ] IGIC: Loaded 5 optimal features with 65.47% confidence from JSON config
[2025-12-18T20:36:22.639120] [DEBUG] [MAG       ] Building data for symbol: IGIC with lookback: 0
[2025-12-18T20:36:22.639940] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:36:22.640002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:22.640917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-18T20:36:22.643206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-18T20:36:22.644589] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:22.644727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:22.646454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:22.646953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:36:22.648527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:36:22.687506] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:22.717066] [DEBUG] [MAG       ] AVA: Last date is validated at 2025-12-18
[2025-12-18T20:36:22.887240] [DEBUG] [MAG       ] AVA: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:22.951691] [DEBUG] [MAG       ] IPGP: Last date is validated at 2025-12-18
[2025-12-18T20:36:22.970078] [INFO ] [LOCAL     ] AVA: Saved forecast.
[2025-12-18T20:36:22.970146] [INFO ] [main      ] AVA: Signal=1 (Conf=90.0%), Magnitude=-3.19% (Conf=57.1347%)
[2025-12-18T20:36:22.970515] [INFO ] [main      ] Fetching symbol history for UPWK...
[2025-12-18T20:36:22.970586] [DEBUG] [REMOTE    ] UPWK: Fetching historical data.
[2025-12-18T20:36:22.971650] [INFO ] [main      ] Progress: 364/421 forecasts completed (86.5%). AVA finished in 0.6s. ETA: 9.6s. Rate: 355.52 forecasts/min
[2025-12-18T20:36:22.977379] [DEBUG] [MAG       ] BBCP: Last date is validated at 2025-12-18
[2025-12-18T20:36:22.982978] [DEBUG] [REMOTE    ] UPWK: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:22.984175] [DEBUG] [LOCAL     ] Loaded configuration for UPWK: 4 features, N/A% accuracy
[2025-12-18T20:36:22.984229] [INFO ] [LOCAL     ] UPWK: Loaded 4 optimal features with 49.36% confidence from JSON config
[2025-12-18T20:36:22.984262] [DEBUG] [MAG       ] Building data for symbol: UPWK with lookback: 0
[2025-12-18T20:36:22.985091] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:22.985156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:22.986055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-18T20:36:22.988643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-18T20:36:22.989451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-18T20:36:22.991124] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:23.027806] [DEBUG] [MAG       ] IGIC: Last date is validated at 2025-12-18
[2025-12-18T20:36:23.120133] [DEBUG] [MAG       ] IPGP: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:23.142846] [DEBUG] [MAG       ] BBCP: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:23.198640] [DEBUG] [MAG       ] IGIC: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:23.223515] [INFO ] [LOCAL     ] IPGP: Saved forecast.
[2025-12-18T20:36:23.223607] [INFO ] [main      ] IPGP: Signal=1 (Conf=90.0%), Magnitude=2.35% (Conf=53.2185%)
[2025-12-18T20:36:23.223775] [INFO ] [main      ] Fetching symbol history for MOH...
[2025-12-18T20:36:23.223819] [DEBUG] [REMOTE    ] MOH: Fetching historical data.
[2025-12-18T20:36:23.224879] [INFO ] [main      ] Progress: 365/421 forecasts completed (86.7%). IPGP finished in 0.6s. ETA: 9.5s. Rate: 355.03 forecasts/min
[2025-12-18T20:36:23.235068] [DEBUG] [REMOTE    ] MOH: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:23.236792] [DEBUG] [LOCAL     ] Loaded configuration for MOH: 2 features, N/A% accuracy
[2025-12-18T20:36:23.236850] [INFO ] [LOCAL     ] MOH: Loaded 2 optimal features with 49.48% confidence from JSON config
[2025-12-18T20:36:23.236882] [DEBUG] [MAG       ] Building data for symbol: MOH with lookback: 0
[2025-12-18T20:36:23.237734] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:36:23.237793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:23.242814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-18T20:36:23.267913] [INFO ] [LOCAL     ] BBCP: Saved forecast.
[2025-12-18T20:36:23.267980] [INFO ] [main      ] BBCP: Signal=1 (Conf=90.0%), Magnitude=-3.14% (Conf=56.3402%)
[2025-12-18T20:36:23.268150] [INFO ] [main      ] Fetching symbol history for TD...
[2025-12-18T20:36:23.268192] [DEBUG] [REMOTE    ] TD: Fetching historical data.
[2025-12-18T20:36:23.268852] [INFO ] [main      ] Progress: 366/421 forecasts completed (86.9%). BBCP finished in 0.6s. ETA: 9.3s. Rate: 355.75 forecasts/min
[2025-12-18T20:36:23.277785] [INFO ] [LOCAL     ] IGIC: Saved forecast.
[2025-12-18T20:36:23.277868] [INFO ] [main      ] IGIC: Signal=1 (Conf=90.0%), Magnitude=0.42% (Conf=65.4739%)
[2025-12-18T20:36:23.278235] [INFO ] [main      ] Progress: 367/421 forecasts completed (87.2%). IGIC finished in 0.7s. ETA: 9.1s. Rate: 356.67 forecasts/min
[2025-12-18T20:36:23.278372] [INFO ] [main      ] Fetching symbol history for SANM...
[2025-12-18T20:36:23.278413] [DEBUG] [REMOTE    ] SANM: Fetching historical data.
[2025-12-18T20:36:23.279087] [DEBUG] [REMOTE    ] TD: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:23.280279] [DEBUG] [LOCAL     ] Loaded configuration for TD: 5 features, N/A% accuracy
[2025-12-18T20:36:23.280904] [INFO ] [LOCAL     ] TD: Loaded 5 optimal features with 45.19% confidence from JSON config
[2025-12-18T20:36:23.280946] [DEBUG] [MAG       ] Building data for symbol: TD with lookback: 0
[2025-12-18T20:36:23.281747] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:36:23.282815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:23.289856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:36:23.289973] [DEBUG] [REMOTE    ] SANM: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:23.290774] [DEBUG] [LOCAL     ] Loaded configuration for SANM: 6 features, N/A% accuracy
[2025-12-18T20:36:23.290829] [INFO ] [LOCAL     ] SANM: Loaded 6 optimal features with 46.81% confidence from JSON config
[2025-12-18T20:36:23.290861] [DEBUG] [MAG       ] Building data for symbol: SANM with lookback: 0
[2025-12-18T20:36:23.291709] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:36:23.291773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:23.293486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:23.294043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:23.294446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:36:23.298299] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:23.328318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-18T20:36:23.330342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-18T20:36:23.332244] [DEBUG] [MAG       ] UPWK: Last date is validated at 2025-12-18
[2025-12-18T20:36:23.332349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-18T20:36:23.333485] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:23.335898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:36:23.336972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:36:23.338232] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:23.502408] [DEBUG] [MAG       ] UPWK: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:23.578743] [INFO ] [LOCAL     ] UPWK: Saved forecast.
[2025-12-18T20:36:23.578813] [INFO ] [main      ] UPWK: Signal=1 (Conf=90.0%), Magnitude=-0.89% (Conf=49.3574%)
[2025-12-18T20:36:23.579288] [INFO ] [main      ] Fetching symbol history for DJCO...
[2025-12-18T20:36:23.579342] [DEBUG] [REMOTE    ] DJCO: Fetching historical data.
[2025-12-18T20:36:23.579670] [INFO ] [main      ] Progress: 368/421 forecasts completed (87.4%). UPWK finished in 0.6s. ETA: 8.9s. Rate: 355.90 forecasts/min
[2025-12-18T20:36:23.591067] [DEBUG] [REMOTE    ] DJCO: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:23.592329] [DEBUG] [LOCAL     ] Loaded configuration for DJCO: 4 features, N/A% accuracy
[2025-12-18T20:36:23.592383] [INFO ] [LOCAL     ] DJCO: Loaded 4 optimal features with 58.58% confidence from JSON config
[2025-12-18T20:36:23.592415] [DEBUG] [MAG       ] Building data for symbol: DJCO with lookback: 0
[2025-12-18T20:36:23.593256] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:23.593319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:23.598353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:36:23.599223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:36:23.601669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:36:23.602692] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:23.637996] [DEBUG] [MAG       ] MOH: Last date is validated at 2025-12-18
[2025-12-18T20:36:23.664402] [DEBUG] [MAG       ] TD: Last date is validated at 2025-12-18
[2025-12-18T20:36:23.681271] [DEBUG] [MAG       ] SANM: Last date is validated at 2025-12-18
[2025-12-18T20:36:23.807872] [DEBUG] [MAG       ] MOH: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:23.830985] [DEBUG] [MAG       ] TD: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:23.847530] [DEBUG] [MAG       ] SANM: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:23.929196] [INFO ] [LOCAL     ] TD: Saved forecast.
[2025-12-18T20:36:23.929263] [INFO ] [main      ] TD: Signal=1 (Conf=90.0%), Magnitude=2.09% (Conf=45.1902%)
[2025-12-18T20:36:23.929646] [INFO ] [main      ] Fetching symbol history for BYD...
[2025-12-18T20:36:23.929698] [DEBUG] [REMOTE    ] BYD: Fetching historical data.
[2025-12-18T20:36:23.929671] [INFO ] [main      ] Progress: 369/421 forecasts completed (87.6%). TD finished in 0.7s. ETA: 8.8s. Rate: 354.87 forecasts/min
[2025-12-18T20:36:23.940212] [INFO ] [LOCAL     ] MOH: Saved forecast.
[2025-12-18T20:36:23.940280] [INFO ] [main      ] MOH: Signal=1 (Conf=90.0%), Magnitude=-1.53% (Conf=49.4823%)
[2025-12-18T20:36:23.940352] [DEBUG] [REMOTE    ] BYD: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:23.940682] [INFO ] [main      ] Fetching symbol history for ING...
[2025-12-18T20:36:23.940734] [DEBUG] [REMOTE    ] ING: Fetching historical data.
[2025-12-18T20:36:23.940714] [INFO ] [main      ] Progress: 370/421 forecasts completed (87.9%). MOH finished in 0.7s. ETA: 8.6s. Rate: 355.76 forecasts/min
[2025-12-18T20:36:23.941366] [DEBUG] [LOCAL     ] Loaded configuration for BYD: 4 features, N/A% accuracy
[2025-12-18T20:36:23.941417] [INFO ] [LOCAL     ] BYD: Loaded 4 optimal features with 41.62% confidence from JSON config
[2025-12-18T20:36:23.941448] [DEBUG] [MAG       ] Building data for symbol: BYD with lookback: 0
[2025-12-18T20:36:23.942235] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:23.942237] [DEBUG] [MAG       ] DJCO: Last date is validated at 2025-12-18
[2025-12-18T20:36:23.942839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:23.947672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:23.949442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:23.949964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:23.950350] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:23.954631] [DEBUG] [REMOTE    ] ING: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:23.955473] [DEBUG] [LOCAL     ] Loaded configuration for ING: 7 features, N/A% accuracy
[2025-12-18T20:36:23.955529] [INFO ] [LOCAL     ] ING: Loaded 7 optimal features with 55.69% confidence from JSON config
[2025-12-18T20:36:23.955562] [DEBUG] [MAG       ] Building data for symbol: ING with lookback: 0
[2025-12-18T20:36:23.956385] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-18T20:36:23.956448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:23.961249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-18T20:36:23.964174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-18T20:36:23.964831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:23.966556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:23.967031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-18T20:36:23.968091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-18T20:36:23.970096] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:23.980394] [INFO ] [LOCAL     ] SANM: Saved forecast.
[2025-12-18T20:36:23.980461] [INFO ] [main      ] SANM: Signal=1 (Conf=90.0%), Magnitude=1.82% (Conf=46.8081%)
[2025-12-18T20:36:23.980645] [INFO ] [main      ] Fetching symbol history for BEN...
[2025-12-18T20:36:23.980692] [DEBUG] [REMOTE    ] BEN: Fetching historical data.
[2025-12-18T20:36:23.981758] [INFO ] [main      ] Progress: 371/421 forecasts completed (88.1%). SANM finished in 0.7s. ETA: 8.4s. Rate: 356.49 forecasts/min
[2025-12-18T20:36:23.991919] [DEBUG] [REMOTE    ] BEN: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:23.993635] [DEBUG] [LOCAL     ] Loaded configuration for BEN: 5 features, N/A% accuracy
[2025-12-18T20:36:23.993686] [INFO ] [LOCAL     ] BEN: Loaded 5 optimal features with 60.74% confidence from JSON config
[2025-12-18T20:36:23.993717] [DEBUG] [MAG       ] Building data for symbol: BEN with lookback: 0
[2025-12-18T20:36:23.994482] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:36:23.994541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:23.996230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:23.996765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:23.997156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:36:23.998103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-18T20:36:24.047604] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:24.125292] [DEBUG] [MAG       ] DJCO: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:24.280567] [DEBUG] [MAG       ] BYD: Last date is validated at 2025-12-18
[2025-12-18T20:36:24.289053] [INFO ] [LOCAL     ] DJCO: Saved forecast.
[2025-12-18T20:36:24.289148] [INFO ] [main      ] DJCO: Signal=1 (Conf=90.0%), Magnitude=-0.81% (Conf=58.5776%)
[2025-12-18T20:36:24.289533] [INFO ] [main      ] Fetching symbol history for TFIN...
[2025-12-18T20:36:24.289606] [DEBUG] [REMOTE    ] TFIN: Fetching historical data.
[2025-12-18T20:36:24.289662] [INFO ] [main      ] Progress: 372/421 forecasts completed (88.4%). DJCO finished in 0.7s. ETA: 8.3s. Rate: 355.70 forecasts/min
[2025-12-18T20:36:24.302015] [DEBUG] [REMOTE    ] TFIN: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:24.303008] [DEBUG] [LOCAL     ] Loaded configuration for TFIN: 5 features, N/A% accuracy
[2025-12-18T20:36:24.303060] [INFO ] [LOCAL     ] TFIN: Loaded 5 optimal features with 48.68% confidence from JSON config
[2025-12-18T20:36:24.303102] [DEBUG] [MAG       ] Building data for symbol: TFIN with lookback: 0
[2025-12-18T20:36:24.303934] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:36:24.303996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:24.305813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:24.306350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:24.306782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:36:24.317874] [DEBUG] [MAG       ] ING: Last date is validated at 2025-12-18
[2025-12-18T20:36:24.346662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-18T20:36:24.385903] [DEBUG] [MAG       ] BEN: Last date is validated at 2025-12-18
[2025-12-18T20:36:24.396541] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:24.487924] [DEBUG] [MAG       ] ING: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:24.506373] [DEBUG] [MAG       ] BYD: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:24.554456] [DEBUG] [MAG       ] BEN: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:24.562791] [INFO ] [LOCAL     ] ING: Saved forecast.
[2025-12-18T20:36:24.562858] [INFO ] [main      ] ING: Signal=1 (Conf=90.0%), Magnitude=2.21% (Conf=55.6873%)
[2025-12-18T20:36:24.563022] [INFO ] [main      ] Fetching symbol history for MKL...
[2025-12-18T20:36:24.563066] [DEBUG] [REMOTE    ] MKL: Fetching historical data.
[2025-12-18T20:36:24.564655] [INFO ] [main      ] Progress: 373/421 forecasts completed (88.6%). ING finished in 0.6s. ETA: 8.1s. Rate: 355.10 forecasts/min
[2025-12-18T20:36:24.573942] [DEBUG] [REMOTE    ] MKL: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:24.575037] [DEBUG] [LOCAL     ] Loaded configuration for MKL: 2 features, N/A% accuracy
[2025-12-18T20:36:24.575089] [INFO ] [LOCAL     ] MKL: Loaded 2 optimal features with 56.08% confidence from JSON config
[2025-12-18T20:36:24.575120] [DEBUG] [MAG       ] Building data for symbol: MKL with lookback: 0
[2025-12-18T20:36:24.575960] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:36:24.576021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-18T20:36:24.578057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-18T20:36:24.582380] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:24.596916] [INFO ] [LOCAL     ] BYD: Saved forecast.
[2025-12-18T20:36:24.596982] [INFO ] [main      ] BYD: Signal=1 (Conf=90.0%), Magnitude=-0.09% (Conf=41.621%)
[2025-12-18T20:36:24.597342] [INFO ] [main      ] Fetching symbol history for BWIN...
[2025-12-18T20:36:24.597392] [DEBUG] [REMOTE    ] BWIN: Fetching historical data.
[2025-12-18T20:36:24.597371] [INFO ] [main      ] Progress: 374/421 forecasts completed (88.8%). BYD finished in 0.7s. ETA: 7.9s. Rate: 355.87 forecasts/min
[2025-12-18T20:36:24.608662] [DEBUG] [REMOTE    ] BWIN: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:24.609398] [DEBUG] [LOCAL     ] Loaded configuration for BWIN: 11 features, N/A% accuracy
[2025-12-18T20:36:24.609451] [INFO ] [LOCAL     ] BWIN: Loaded 11 optimal features with 70.13% confidence from JSON config
[2025-12-18T20:36:24.609481] [DEBUG] [MAG       ] Building data for symbol: BWIN with lookback: 0
[2025-12-18T20:36:24.610269] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-18T20:36:24.610333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:24.615092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:36:24.615913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:24.616734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:36:24.617718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-18T20:36:24.622372] [INFO ] [LOCAL     ] BEN: Saved forecast.
[2025-12-18T20:36:24.622439] [INFO ] [main      ] BEN: Signal=1 (Conf=90.0%), Magnitude=0.44% (Conf=60.7351%)
[2025-12-18T20:36:24.622801] [INFO ] [main      ] Progress: 375/421 forecasts completed (89.1%). BEN finished in 0.6s. ETA: 7.7s. Rate: 356.67 forecasts/min
[2025-12-18T20:36:24.622917] [INFO ] [main      ] Fetching symbol history for AVB...
[2025-12-18T20:36:24.622958] [DEBUG] [REMOTE    ] AVB: Fetching historical data.
[2025-12-18T20:36:24.633658] [DEBUG] [REMOTE    ] AVB: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:24.634524] [DEBUG] [LOCAL     ] Loaded configuration for AVB: 5 features, N/A% accuracy
[2025-12-18T20:36:24.634598] [INFO ] [LOCAL     ] AVB: Loaded 5 optimal features with 64.11% confidence from JSON config
[2025-12-18T20:36:24.634634] [DEBUG] [MAG       ] Building data for symbol: AVB with lookback: 0
[2025-12-18T20:36:24.635392] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:36:24.635454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:24.640188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:24.641939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:24.642415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:24.642820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:24.643683] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:24.665522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:36:24.666356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-18T20:36:24.667022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:24.668765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:24.669273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-18T20:36:24.670359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-18T20:36:24.672300] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:24.737772] [DEBUG] [MAG       ] TFIN: Last date is validated at 2025-12-18
[2025-12-18T20:36:24.930300] [DEBUG] [MAG       ] MKL: Last date is validated at 2025-12-18
[2025-12-18T20:36:24.965361] [DEBUG] [MAG       ] TFIN: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:25.002193] [DEBUG] [MAG       ] AVB: Last date is validated at 2025-12-18
[2025-12-18T20:36:25.003324] [DEBUG] [MAG       ] BWIN: Last date is validated at 2025-12-18
[2025-12-18T20:36:25.069799] [INFO ] [LOCAL     ] TFIN: Saved forecast.
[2025-12-18T20:36:25.069867] [INFO ] [main      ] TFIN: Signal=1 (Conf=90.0%), Magnitude=2.03% (Conf=48.6796%)
[2025-12-18T20:36:25.070221] [INFO ] [main      ] Fetching symbol history for DASH...
[2025-12-18T20:36:25.070271] [DEBUG] [REMOTE    ] DASH: Fetching historical data.
[2025-12-18T20:36:25.071659] [INFO ] [main      ] Progress: 376/421 forecasts completed (89.3%). TFIN finished in 0.8s. ETA: 7.6s. Rate: 355.10 forecasts/min
[2025-12-18T20:36:25.081695] [DEBUG] [REMOTE    ] DASH: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:25.082806] [DEBUG] [LOCAL     ] Loaded configuration for DASH: 3 features, N/A% accuracy
[2025-12-18T20:36:25.082866] [INFO ] [LOCAL     ] DASH: Loaded 3 optimal features with 68.08% confidence from JSON config
[2025-12-18T20:36:25.082896] [DEBUG] [MAG       ] Building data for symbol: DASH with lookback: 0
[2025-12-18T20:36:25.083700] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:36:25.083760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:25.088516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:36:25.089552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-18T20:36:25.091400] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:25.162339] [DEBUG] [MAG       ] MKL: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:25.170189] [DEBUG] [MAG       ] BWIN: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:25.183278] [DEBUG] [MAG       ] AVB: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:25.265243] [INFO ] [LOCAL     ] BWIN: Saved forecast.
[2025-12-18T20:36:25.265309] [INFO ] [main      ] BWIN: Signal=1 (Conf=90.0%), Magnitude=1.89% (Conf=70.1268%)
[2025-12-18T20:36:25.265467] [INFO ] [main      ] Fetching symbol history for CADE...
[2025-12-18T20:36:25.265510] [DEBUG] [REMOTE    ] CADE: Fetching historical data.
[2025-12-18T20:36:25.265971] [INFO ] [main      ] Progress: 377/421 forecasts completed (89.5%). BWIN finished in 0.7s. ETA: 7.4s. Rate: 354.96 forecasts/min
[2025-12-18T20:36:25.276332] [DEBUG] [REMOTE    ] CADE: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:25.277428] [DEBUG] [LOCAL     ] Loaded configuration for CADE: 8 features, N/A% accuracy
[2025-12-18T20:36:25.277481] [INFO ] [LOCAL     ] CADE: Loaded 8 optimal features with 38.78% confidence from JSON config
[2025-12-18T20:36:25.277513] [DEBUG] [MAG       ] Building data for symbol: CADE with lookback: 0
[2025-12-18T20:36:25.278287] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-18T20:36:25.278348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:25.280054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:25.280559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:25.280980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:25.281876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:36:25.282654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-18T20:36:25.283786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-18T20:36:25.285245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-18T20:36:25.285870] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:25.292975] [INFO ] [LOCAL     ] AVB: Saved forecast.
[2025-12-18T20:36:25.293039] [INFO ] [main      ] AVB: Signal=1 (Conf=90.0%), Magnitude=0.50% (Conf=64.1105%)
[2025-12-18T20:36:25.293753] [INFO ] [main      ] Progress: 378/421 forecasts completed (89.8%). AVB finished in 0.7s. ETA: 7.3s. Rate: 355.74 forecasts/min
[2025-12-18T20:36:25.293875] [INFO ] [main      ] Fetching symbol history for JELD...
[2025-12-18T20:36:25.293917] [DEBUG] [REMOTE    ] JELD: Fetching historical data.
[2025-12-18T20:36:25.304967] [DEBUG] [REMOTE    ] JELD: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:25.305937] [DEBUG] [LOCAL     ] Loaded configuration for JELD: 7 features, N/A% accuracy
[2025-12-18T20:36:25.305992] [INFO ] [LOCAL     ] JELD: Loaded 7 optimal features with 56.55% confidence from JSON config
[2025-12-18T20:36:25.306024] [DEBUG] [MAG       ] Building data for symbol: JELD with lookback: 0
[2025-12-18T20:36:25.306808] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-18T20:36:25.306871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:25.308538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:25.309080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:25.309463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-18T20:36:25.313604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-18T20:36:25.314745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-18T20:36:25.316702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-18T20:36:25.319486] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:25.367892] [INFO ] [LOCAL     ] MKL: Saved forecast.
[2025-12-18T20:36:25.367963] [INFO ] [main      ] MKL: Signal=1 (Conf=90.0%), Magnitude=0.50% (Conf=56.081%)
[2025-12-18T20:36:25.368328] [INFO ] [main      ] Fetching symbol history for BRZE...
[2025-12-18T20:36:25.368379] [DEBUG] [REMOTE    ] BRZE: Fetching historical data.
[2025-12-18T20:36:25.368652] [INFO ] [main      ] Progress: 379/421 forecasts completed (90.0%). MKL finished in 0.8s. ETA: 7.1s. Rate: 356.27 forecasts/min
[2025-12-18T20:36:25.380267] [DEBUG] [REMOTE    ] BRZE: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:25.381229] [DEBUG] [LOCAL     ] Loaded configuration for BRZE: 6 features, N/A% accuracy
[2025-12-18T20:36:25.381281] [INFO ] [LOCAL     ] BRZE: Loaded 6 optimal features with 56.40% confidence from JSON config
[2025-12-18T20:36:25.381314] [DEBUG] [MAG       ] Building data for symbol: BRZE with lookback: 0
[2025-12-18T20:36:25.382127] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:36:25.382191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:25.387172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:36:25.388934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:36:25.389802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-18T20:36:25.391130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-18T20:36:25.393560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-18T20:36:25.398330] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:25.439935] [DEBUG] [MAG       ] DASH: Last date is validated at 2025-12-18
[2025-12-18T20:36:25.613015] [DEBUG] [MAG       ] DASH: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:25.625637] [DEBUG] [MAG       ] CADE: Last date is validated at 2025-12-18
[2025-12-18T20:36:25.652210] [DEBUG] [MAG       ] JELD: Last date is validated at 2025-12-18
[2025-12-18T20:36:25.740226] [DEBUG] [MAG       ] BRZE: Last date is validated at 2025-12-18
[2025-12-18T20:36:25.740765] [INFO ] [LOCAL     ] DASH: Saved forecast.
[2025-12-18T20:36:25.740835] [INFO ] [main      ] DASH: Signal=1 (Conf=90.0%), Magnitude=4.46% (Conf=68.0828%)
[2025-12-18T20:36:25.741184] [INFO ] [main      ] Fetching symbol history for STKH...
[2025-12-18T20:36:25.741236] [DEBUG] [REMOTE    ] STKH: Fetching historical data.
[2025-12-18T20:36:25.742666] [INFO ] [main      ] Progress: 380/421 forecasts completed (90.3%). DASH finished in 0.7s. ETA: 6.9s. Rate: 355.12 forecasts/min
[2025-12-18T20:36:25.753262] [DEBUG] [REMOTE    ] STKH: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:25.754152] [DEBUG] [LOCAL     ] Loaded configuration for STKH: 5 features, N/A% accuracy
[2025-12-18T20:36:25.754205] [INFO ] [LOCAL     ] STKH: Loaded 5 optimal features with 33.49% confidence from JSON config
[2025-12-18T20:36:25.754236] [DEBUG] [MAG       ] Building data for symbol: STKH with lookback: 0
[2025-12-18T20:36:25.755068] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:36:25.755130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:25.760169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:25.762093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:25.762643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:25.763056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:36:25.763809] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:25.797294] [DEBUG] [MAG       ] CADE: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:25.821449] [DEBUG] [MAG       ] JELD: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:25.882127] [INFO ] [LOCAL     ] CADE: Saved forecast.
[2025-12-18T20:36:25.882199] [INFO ] [main      ] CADE: Signal=1 (Conf=90.0%), Magnitude=0.73% (Conf=38.7848%)
[2025-12-18T20:36:25.882548] [INFO ] [main      ] Fetching symbol history for SUPN...
[2025-12-18T20:36:25.882618] [DEBUG] [REMOTE    ] SUPN: Fetching historical data.
[2025-12-18T20:36:25.882670] [INFO ] [main      ] Progress: 381/421 forecasts completed (90.5%). CADE finished in 0.6s. ETA: 6.8s. Rate: 355.28 forecasts/min
[2025-12-18T20:36:25.893751] [DEBUG] [REMOTE    ] SUPN: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:25.894809] [DEBUG] [LOCAL     ] Loaded configuration for SUPN: 9 features, N/A% accuracy
[2025-12-18T20:36:25.894866] [INFO ] [LOCAL     ] SUPN: Loaded 9 optimal features with 54.04% confidence from JSON config
[2025-12-18T20:36:25.894899] [DEBUG] [MAG       ] Building data for symbol: SUPN with lookback: 0
[2025-12-18T20:36:25.895767] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-18T20:36:25.895836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:25.900972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:25.901432] [INFO ] [LOCAL     ] JELD: Saved forecast.
[2025-12-18T20:36:25.901508] [INFO ] [main      ] JELD: Signal=1 (Conf=90.0%), Magnitude=4.82% (Conf=56.5528%)
[2025-12-18T20:36:25.901990] [INFO ] [main      ] Fetching symbol history for ARVN...
[2025-12-18T20:36:25.902043] [DEBUG] [REMOTE    ] ARVN: Fetching historical data.
[2025-12-18T20:36:25.902661] [INFO ] [main      ] Progress: 382/421 forecasts completed (90.7%). JELD finished in 0.6s. ETA: 6.6s. Rate: 356.11 forecasts/min
[2025-12-18T20:36:25.903279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:25.903815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:25.904251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:36:25.905046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:36:25.913223] [DEBUG] [REMOTE    ] ARVN: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:25.914328] [DEBUG] [LOCAL     ] Loaded configuration for ARVN: 4 features, N/A% accuracy
[2025-12-18T20:36:25.914380] [INFO ] [LOCAL     ] ARVN: Loaded 4 optimal features with 52.03% confidence from JSON config
[2025-12-18T20:36:25.914412] [DEBUG] [MAG       ] Building data for symbol: ARVN with lookback: 0
[2025-12-18T20:36:25.915217] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:25.915279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:25.915664] [DEBUG] [MAG       ] BRZE: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:25.920218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:25.921232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-18T20:36:25.922306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-18T20:36:25.923023] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:25.945292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-18T20:36:25.947254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-18T20:36:25.950271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-18T20:36:25.952116] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:26.007597] [INFO ] [LOCAL     ] BRZE: Saved forecast.
[2025-12-18T20:36:26.007666] [INFO ] [main      ] BRZE: Signal=1 (Conf=90.0%), Magnitude=4.92% (Conf=56.3953%)
[2025-12-18T20:36:26.008020] [INFO ] [main      ] Fetching symbol history for LAES...
[2025-12-18T20:36:26.008069] [DEBUG] [REMOTE    ] LAES: Fetching historical data.
[2025-12-18T20:36:26.009658] [INFO ] [main      ] Progress: 383/421 forecasts completed (91.0%). BRZE finished in 0.6s. ETA: 6.4s. Rate: 356.45 forecasts/min
[2025-12-18T20:36:26.020304] [DEBUG] [REMOTE    ] LAES: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:26.021416] [DEBUG] [LOCAL     ] Loaded configuration for LAES: 5 features, N/A% accuracy
[2025-12-18T20:36:26.021467] [INFO ] [LOCAL     ] LAES: Loaded 5 optimal features with 56.01% confidence from JSON config
[2025-12-18T20:36:26.021498] [DEBUG] [MAG       ] Building data for symbol: LAES with lookback: 0
[2025-12-18T20:36:26.022302] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:36:26.022362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:26.024110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:26.024632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:26.025070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:26.025458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:36:26.026252] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:26.113787] [DEBUG] [MAG       ] STKH: Last date is validated at 2025-12-18
[2025-12-18T20:36:26.262447] [DEBUG] [MAG       ] ARVN: Last date is validated at 2025-12-18
[2025-12-18T20:36:26.294727] [DEBUG] [MAG       ] STKH: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:26.302057] [DEBUG] [MAG       ] SUPN: Last date is validated at 2025-12-18
[2025-12-18T20:36:26.362645] [DEBUG] [MAG       ] LAES: Last date is validated at 2025-12-18
[2025-12-18T20:36:26.397020] [INFO ] [LOCAL     ] STKH: Saved forecast.
[2025-12-18T20:36:26.397100] [INFO ] [main      ] STKH: Signal=1 (Conf=90.0%), Magnitude=31.85% (Conf=33.4887%)
[2025-12-18T20:36:26.397461] [INFO ] [main      ] Fetching symbol history for CGON...
[2025-12-18T20:36:26.397515] [DEBUG] [REMOTE    ] CGON: Fetching historical data.
[2025-12-18T20:36:26.398412] [INFO ] [main      ] Progress: 384/421 forecasts completed (91.2%). STKH finished in 0.7s. ETA: 6.2s. Rate: 355.23 forecasts/min
[2025-12-18T20:36:26.411120] [DEBUG] [REMOTE    ] CGON: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:26.412033] [DEBUG] [LOCAL     ] Loaded configuration for CGON: 1 features, N/A% accuracy
[2025-12-18T20:36:26.412089] [INFO ] [LOCAL     ] CGON: Loaded 1 optimal features with 49.72% confidence from JSON config
[2025-12-18T20:36:26.412124] [DEBUG] [MAG       ] Building data for symbol: CGON with lookback: 0
[2025-12-18T20:36:26.413065] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-18T20:36:26.413127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:36:26.415636] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:26.432035] [DEBUG] [MAG       ] ARVN: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:26.473902] [DEBUG] [MAG       ] SUPN: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:26.520950] [INFO ] [LOCAL     ] ARVN: Saved forecast.
[2025-12-18T20:36:26.521019] [INFO ] [main      ] ARVN: Signal=1 (Conf=90.0%), Magnitude=-5.70% (Conf=52.0271%)
[2025-12-18T20:36:26.521380] [INFO ] [main      ] Fetching symbol history for HOG...
[2025-12-18T20:36:26.521434] [DEBUG] [REMOTE    ] HOG: Fetching historical data.
[2025-12-18T20:36:26.521666] [INFO ] [main      ] Progress: 385/421 forecasts completed (91.4%). ARVN finished in 0.6s. ETA: 6.1s. Rate: 355.48 forecasts/min
[2025-12-18T20:36:26.533141] [DEBUG] [REMOTE    ] HOG: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:26.534277] [DEBUG] [LOCAL     ] Loaded configuration for HOG: 6 features, N/A% accuracy
[2025-12-18T20:36:26.534340] [INFO ] [LOCAL     ] HOG: Loaded 6 optimal features with 59.38% confidence from JSON config
[2025-12-18T20:36:26.534381] [DEBUG] [MAG       ] Building data for symbol: HOG with lookback: 0
[2025-12-18T20:36:26.535222] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:36:26.535285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:26.535478] [DEBUG] [MAG       ] LAES: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:26.540336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:26.542191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:26.542696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:36:26.572193] [INFO ] [LOCAL     ] SUPN: Saved forecast.
[2025-12-18T20:36:26.572276] [INFO ] [main      ] SUPN: Signal=1 (Conf=90.0%), Magnitude=3.90% (Conf=54.0423%)
[2025-12-18T20:36:26.572740] [INFO ] [main      ] Fetching symbol history for ASA...
[2025-12-18T20:36:26.572793] [DEBUG] [REMOTE    ] ASA: Fetching historical data.
[2025-12-18T20:36:26.573652] [INFO ] [main      ] Progress: 386/421 forecasts completed (91.7%). SUPN finished in 0.7s. ETA: 5.9s. Rate: 356.12 forecasts/min
[2025-12-18T20:36:26.583125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:36:26.584087] [DEBUG] [REMOTE    ] ASA: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:26.584286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-18T20:36:26.585078] [DEBUG] [LOCAL     ] Loaded configuration for ASA: 8 features, N/A% accuracy
[2025-12-18T20:36:26.585135] [INFO ] [LOCAL     ] ASA: Loaded 8 optimal features with 56.00% confidence from JSON config
[2025-12-18T20:36:26.585166] [DEBUG] [MAG       ] Building data for symbol: ASA with lookback: 0
[2025-12-18T20:36:26.585968] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-18T20:36:26.586033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:26.586088] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:26.587765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:26.588305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:26.588783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:26.589738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-18T20:36:26.610480] [INFO ] [LOCAL     ] LAES: Saved forecast.
[2025-12-18T20:36:26.610554] [INFO ] [main      ] LAES: Signal=1 (Conf=90.0%), Magnitude=-1.36% (Conf=56.0055%)
[2025-12-18T20:36:26.610952] [INFO ] [main      ] Fetching symbol history for GSHD...
[2025-12-18T20:36:26.611003] [DEBUG] [REMOTE    ] GSHD: Fetching historical data.
[2025-12-18T20:36:26.611642] [INFO ] [main      ] Progress: 387/421 forecasts completed (91.9%). LAES finished in 0.6s. ETA: 5.7s. Rate: 356.84 forecasts/min
[2025-12-18T20:36:26.623224] [DEBUG] [REMOTE    ] GSHD: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:26.624169] [DEBUG] [LOCAL     ] Loaded configuration for GSHD: 5 features, N/A% accuracy
[2025-12-18T20:36:26.624223] [INFO ] [LOCAL     ] GSHD: Loaded 5 optimal features with 66.09% confidence from JSON config
[2025-12-18T20:36:26.624255] [DEBUG] [MAG       ] Building data for symbol: GSHD with lookback: 0
[2025-12-18T20:36:26.625068] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:36:26.625130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:26.626854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:26.627366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-18T20:36:26.678648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-18T20:36:26.680838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-18T20:36:26.681902] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:26.702117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:36:26.703284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-18T20:36:26.703945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-18T20:36:26.706793] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:26.755749] [DEBUG] [MAG       ] CGON: Last date is validated at 2025-12-18
[2025-12-18T20:36:26.921895] [DEBUG] [MAG       ] CGON: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:26.928484] [DEBUG] [MAG       ] HOG: Last date is validated at 2025-12-18
[2025-12-18T20:36:27.021772] [INFO ] [LOCAL     ] CGON: Saved forecast.
[2025-12-18T20:36:27.021844] [INFO ] [main      ] CGON: Signal=1 (Conf=90.0%), Magnitude=3.23% (Conf=49.7247%)
[2025-12-18T20:36:27.022217] [INFO ] [main      ] Fetching symbol history for SLN...
[2025-12-18T20:36:27.022268] [DEBUG] [REMOTE    ] SLN: Fetching historical data.
[2025-12-18T20:36:27.023041] [INFO ] [main      ] Progress: 388/421 forecasts completed (92.2%). CGON finished in 0.6s. ETA: 5.6s. Rate: 355.51 forecasts/min
[2025-12-18T20:36:27.024480] [DEBUG] [MAG       ] GSHD: Last date is validated at 2025-12-18
[2025-12-18T20:36:27.033790] [DEBUG] [REMOTE    ] SLN: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:27.034788] [DEBUG] [LOCAL     ] Loaded configuration for SLN: 4 features, N/A% accuracy
[2025-12-18T20:36:27.034843] [INFO ] [LOCAL     ] SLN: Loaded 4 optimal features with 48.35% confidence from JSON config
[2025-12-18T20:36:27.034874] [DEBUG] [MAG       ] Building data for symbol: SLN with lookback: 0
[2025-12-18T20:36:27.035702] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:27.035762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:27.037426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:27.037973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:27.038420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:36:27.040801] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:27.044655] [DEBUG] [MAG       ] ASA: Last date is validated at 2025-12-18
[2025-12-18T20:36:27.096635] [DEBUG] [MAG       ] HOG: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:27.180094] [INFO ] [LOCAL     ] HOG: Saved forecast.
[2025-12-18T20:36:27.180162] [INFO ] [main      ] HOG: Signal=1 (Conf=90.0%), Magnitude=-1.61% (Conf=59.3805%)
[2025-12-18T20:36:27.180623] [INFO ] [main      ] Fetching symbol history for SDA...
[2025-12-18T20:36:27.180678] [DEBUG] [REMOTE    ] SDA: Fetching historical data.
[2025-12-18T20:36:27.180673] [INFO ] [main      ] Progress: 389/421 forecasts completed (92.4%). HOG finished in 0.7s. ETA: 5.4s. Rate: 355.57 forecasts/min
[2025-12-18T20:36:27.192168] [DEBUG] [REMOTE    ] SDA: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:27.193742] [DEBUG] [MAG       ] GSHD: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:27.193846] [DEBUG] [LOCAL     ] Loaded configuration for SDA: 2 features, N/A% accuracy
[2025-12-18T20:36:27.193904] [INFO ] [LOCAL     ] SDA: Loaded 2 optimal features with 52.26% confidence from JSON config
[2025-12-18T20:36:27.193935] [DEBUG] [MAG       ] Building data for symbol: SDA with lookback: 0
[2025-12-18T20:36:27.194792] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:36:27.194852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:27.199713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-18T20:36:27.201801] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:27.214993] [DEBUG] [MAG       ] ASA: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:27.302047] [INFO ] [LOCAL     ] GSHD: Saved forecast.
[2025-12-18T20:36:27.302122] [INFO ] [main      ] GSHD: Signal=1 (Conf=90.0%), Magnitude=4.17% (Conf=66.095%)
[2025-12-18T20:36:27.302502] [INFO ] [main      ] Fetching symbol history for HPI...
[2025-12-18T20:36:27.302554] [DEBUG] [REMOTE    ] HPI: Fetching historical data.
[2025-12-18T20:36:27.302655] [INFO ] [main      ] Progress: 390/421 forecasts completed (92.6%). GSHD finished in 0.7s. ETA: 5.2s. Rate: 355.82 forecasts/min
[2025-12-18T20:36:27.306171] [INFO ] [LOCAL     ] ASA: Saved forecast.
[2025-12-18T20:36:27.306249] [INFO ] [main      ] ASA: Signal=1 (Conf=90.0%), Magnitude=1.93% (Conf=55.9998%)
[2025-12-18T20:36:27.306726] [INFO ] [main      ] Fetching symbol history for PX...
[2025-12-18T20:36:27.306778] [DEBUG] [REMOTE    ] PX: Fetching historical data.
[2025-12-18T20:36:27.307627] [INFO ] [main      ] Progress: 391/421 forecasts completed (92.9%). ASA finished in 0.7s. ETA: 5.0s. Rate: 356.71 forecasts/min
[2025-12-18T20:36:27.314386] [DEBUG] [REMOTE    ] HPI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:27.315628] [DEBUG] [LOCAL     ] Loaded configuration for HPI: 3 features, N/A% accuracy
[2025-12-18T20:36:27.315688] [INFO ] [LOCAL     ] HPI: Loaded 3 optimal features with 47.14% confidence from JSON config
[2025-12-18T20:36:27.315721] [DEBUG] [MAG       ] Building data for symbol: HPI with lookback: 0
[2025-12-18T20:36:27.316522] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:36:27.316601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:27.318106] [DEBUG] [REMOTE    ] PX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:27.318836] [DEBUG] [LOCAL     ] Loaded configuration for PX: 5 features, N/A% accuracy
[2025-12-18T20:36:27.318888] [INFO ] [LOCAL     ] PX: Loaded 5 optimal features with 54.06% confidence from JSON config
[2025-12-18T20:36:27.318919] [DEBUG] [MAG       ] Building data for symbol: PX with lookback: 0
[2025-12-18T20:36:27.319745] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:36:27.319807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:27.321560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:36:27.322899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-18T20:36:27.324193] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:27.324645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:36:27.325491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-18T20:36:27.328231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-18T20:36:27.332150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-18T20:36:27.334851] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:27.379570] [DEBUG] [MAG       ] SLN: Last date is validated at 2025-12-18
[2025-12-18T20:36:27.538384] [DEBUG] [MAG       ] SDA: Last date is validated at 2025-12-18
[2025-12-18T20:36:27.562176] [DEBUG] [MAG       ] SLN: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:27.631522] [INFO ] [LOCAL     ] SLN: Saved forecast.
[2025-12-18T20:36:27.631605] [INFO ] [main      ] SLN: Signal=1 (Conf=90.0%), Magnitude=-1.40% (Conf=48.352%)
[2025-12-18T20:36:27.631923] [INFO ] [main      ] Fetching symbol history for BAP...
[2025-12-18T20:36:27.631972] [DEBUG] [REMOTE    ] BAP: Fetching historical data.
[2025-12-18T20:36:27.632707] [INFO ] [main      ] Progress: 392/421 forecasts completed (93.1%). SLN finished in 0.6s. ETA: 4.9s. Rate: 355.86 forecasts/min
[2025-12-18T20:36:27.644496] [DEBUG] [REMOTE    ] BAP: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:27.645444] [DEBUG] [LOCAL     ] Loaded configuration for BAP: 10 features, N/A% accuracy
[2025-12-18T20:36:27.645501] [INFO ] [LOCAL     ] BAP: Loaded 10 optimal features with 50.15% confidence from JSON config
[2025-12-18T20:36:27.645533] [DEBUG] [MAG       ] Building data for symbol: BAP with lookback: 0
[2025-12-18T20:36:27.646321] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-18T20:36:27.646386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:27.651136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:27.652895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:27.653380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:27.653787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:36:27.654721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-18T20:36:27.655373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-18T20:36:27.656444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-18T20:36:27.657523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:27.657986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-18T20:36:27.659958] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:27.667052] [DEBUG] [MAG       ] HPI: Last date is validated at 2025-12-18
[2025-12-18T20:36:27.669237] [DEBUG] [MAG       ] PX: Last date is validated at 2025-12-18
[2025-12-18T20:36:27.704665] [DEBUG] [MAG       ] SDA: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:27.773342] [INFO ] [LOCAL     ] SDA: Saved forecast.
[2025-12-18T20:36:27.773417] [INFO ] [main      ] SDA: Signal=1 (Conf=90.0%), Magnitude=-0.91% (Conf=52.2565%)
[2025-12-18T20:36:27.773816] [INFO ] [main      ] Fetching symbol history for SCM...
[2025-12-18T20:36:27.773867] [DEBUG] [REMOTE    ] SCM: Fetching historical data.
[2025-12-18T20:36:27.774672] [INFO ] [main      ] Progress: 393/421 forecasts completed (93.3%). SDA finished in 0.6s. ETA: 4.7s. Rate: 356.01 forecasts/min
[2025-12-18T20:36:27.785476] [DEBUG] [REMOTE    ] SCM: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:27.786516] [DEBUG] [LOCAL     ] Loaded configuration for SCM: 7 features, N/A% accuracy
[2025-12-18T20:36:27.786566] [INFO ] [LOCAL     ] SCM: Loaded 7 optimal features with 59.74% confidence from JSON config
[2025-12-18T20:36:27.786623] [DEBUG] [MAG       ] Building data for symbol: SCM with lookback: 0
[2025-12-18T20:36:27.787393] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-18T20:36:27.787456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:27.789167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:27.789690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:27.790073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-18T20:36:27.835411] [DEBUG] [MAG       ] PX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:27.840514] [DEBUG] [MAG       ] HPI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:27.865258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-18T20:36:27.870131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-18T20:36:27.872245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-18T20:36:27.873303] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:27.899046] [INFO ] [LOCAL     ] HPI: Saved forecast.
[2025-12-18T20:36:27.899128] [INFO ] [main      ] HPI: Signal=1 (Conf=90.0%), Magnitude=-0.08% (Conf=47.1354%)
[2025-12-18T20:36:27.899303] [INFO ] [main      ] Fetching symbol history for RARE...
[2025-12-18T20:36:27.899348] [DEBUG] [REMOTE    ] RARE: Fetching historical data.
[2025-12-18T20:36:27.900061] [INFO ] [main      ] Progress: 394/421 forecasts completed (93.6%). HPI finished in 0.6s. ETA: 4.5s. Rate: 356.24 forecasts/min
[2025-12-18T20:36:27.907304] [INFO ] [LOCAL     ] PX: Saved forecast.
[2025-12-18T20:36:27.907363] [INFO ] [main      ] PX: Signal=1 (Conf=90.0%), Magnitude=1.22% (Conf=54.0617%)
[2025-12-18T20:36:27.907667] [INFO ] [main      ] Progress: 395/421 forecasts completed (93.8%). PX finished in 0.6s. ETA: 4.4s. Rate: 357.10 forecasts/min
[2025-12-18T20:36:27.907792] [INFO ] [main      ] Fetching symbol history for HYXF...
[2025-12-18T20:36:27.907841] [DEBUG] [REMOTE    ] HYXF: Fetching historical data.
[2025-12-18T20:36:27.912890] [DEBUG] [REMOTE    ] RARE: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:27.913813] [DEBUG] [LOCAL     ] Loaded configuration for RARE: 8 features, N/A% accuracy
[2025-12-18T20:36:27.913865] [INFO ] [LOCAL     ] RARE: Loaded 8 optimal features with 56.29% confidence from JSON config
[2025-12-18T20:36:27.913896] [DEBUG] [MAG       ] Building data for symbol: RARE with lookback: 0
[2025-12-18T20:36:27.914730] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-18T20:36:27.914793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:27.916485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:27.917021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:27.917423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:36:27.918250] [DEBUG] [REMOTE    ] HYXF: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:27.918935] [DEBUG] [LOCAL     ] Loaded configuration for HYXF: 4 features, N/A% accuracy
[2025-12-18T20:36:27.918990] [INFO ] [LOCAL     ] HYXF: Loaded 4 optimal features with 41.59% confidence from JSON config
[2025-12-18T20:36:27.919042] [DEBUG] [MAG       ] Building data for symbol: HYXF with lookback: 0
[2025-12-18T20:36:27.919213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:36:27.919817] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:27.919878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:27.920025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:36:27.921305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-18T20:36:27.922063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-18T20:36:27.923227] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:27.924613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:36:27.925423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-18T20:36:27.927410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:27.929216] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:27.999379] [DEBUG] [MAG       ] BAP: Last date is validated at 2025-12-18
[2025-12-18T20:36:28.167244] [DEBUG] [MAG       ] BAP: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:28.212338] [DEBUG] [MAG       ] SCM: Last date is validated at 2025-12-18
[2025-12-18T20:36:28.260915] [DEBUG] [MAG       ] HYXF: Last date is validated at 2025-12-18
[2025-12-18T20:36:28.269311] [DEBUG] [MAG       ] RARE: Last date is validated at 2025-12-18
[2025-12-18T20:36:28.283689] [INFO ] [LOCAL     ] BAP: Saved forecast.
[2025-12-18T20:36:28.283760] [INFO ] [main      ] BAP: Signal=1 (Conf=90.0%), Magnitude=-1.25% (Conf=50.152%)
[2025-12-18T20:36:28.284261] [INFO ] [main      ] Fetching symbol history for CMI...
[2025-12-18T20:36:28.284312] [DEBUG] [REMOTE    ] CMI: Fetching historical data.
[2025-12-18T20:36:28.285685] [INFO ] [main      ] Progress: 396/421 forecasts completed (94.1%). BAP finished in 0.7s. ETA: 4.2s. Rate: 355.98 forecasts/min
[2025-12-18T20:36:28.296631] [DEBUG] [REMOTE    ] CMI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:28.297622] [DEBUG] [LOCAL     ] Loaded configuration for CMI: 5 features, N/A% accuracy
[2025-12-18T20:36:28.297673] [INFO ] [LOCAL     ] CMI: Loaded 5 optimal features with 57.39% confidence from JSON config
[2025-12-18T20:36:28.297713] [DEBUG] [MAG       ] Building data for symbol: CMI with lookback: 0
[2025-12-18T20:36:28.298517] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:36:28.298599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:28.303492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:28.305303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:28.305843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-18T20:36:28.306514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-18T20:36:28.308582] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:28.397377] [DEBUG] [MAG       ] SCM: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:28.429055] [DEBUG] [MAG       ] HYXF: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:28.438300] [DEBUG] [MAG       ] RARE: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:28.462022] [INFO ] [LOCAL     ] SCM: Saved forecast.
[2025-12-18T20:36:28.462091] [INFO ] [main      ] SCM: Signal=1 (Conf=90.0%), Magnitude=0.54% (Conf=59.7414%)
[2025-12-18T20:36:28.462434] [INFO ] [main      ] Fetching symbol history for DRLL...
[2025-12-18T20:36:28.462484] [DEBUG] [REMOTE    ] DRLL: Fetching historical data.
[2025-12-18T20:36:28.462460] [INFO ] [main      ] Progress: 397/421 forecasts completed (94.3%). SCM finished in 0.7s. ETA: 4.0s. Rate: 355.93 forecasts/min
[2025-12-18T20:36:28.473993] [DEBUG] [REMOTE    ] DRLL: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:28.474977] [DEBUG] [LOCAL     ] Loaded configuration for DRLL: 3 features, N/A% accuracy
[2025-12-18T20:36:28.475028] [INFO ] [LOCAL     ] DRLL: Loaded 3 optimal features with 55.38% confidence from JSON config
[2025-12-18T20:36:28.475058] [DEBUG] [MAG       ] Building data for symbol: DRLL with lookback: 0
[2025-12-18T20:36:28.475866] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-18T20:36:28.475924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:36:28.476677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-18T20:36:28.478676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-18T20:36:28.479924] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:28.490927] [INFO ] [LOCAL     ] HYXF: Saved forecast.
[2025-12-18T20:36:28.490994] [INFO ] [main      ] HYXF: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=41.5907%)
[2025-12-18T20:36:28.491358] [INFO ] [main      ] Fetching symbol history for GSL...
[2025-12-18T20:36:28.491408] [DEBUG] [REMOTE    ] GSL: Fetching historical data.
[2025-12-18T20:36:28.492262] [INFO ] [main      ] Progress: 398/421 forecasts completed (94.5%). HYXF finished in 0.6s. ETA: 3.9s. Rate: 356.67 forecasts/min
[2025-12-18T20:36:28.502293] [DEBUG] [REMOTE    ] GSL: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:28.503007] [DEBUG] [LOCAL     ] Loaded configuration for GSL: 2 features, N/A% accuracy
[2025-12-18T20:36:28.503056] [INFO ] [LOCAL     ] GSL: Loaded 2 optimal features with 49.41% confidence from JSON config
[2025-12-18T20:36:28.503087] [DEBUG] [MAG       ] Building data for symbol: GSL with lookback: 0
[2025-12-18T20:36:28.503871] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:36:28.503930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:28.508648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:36:28.510329] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:28.534675] [INFO ] [LOCAL     ] RARE: Saved forecast.
[2025-12-18T20:36:28.534749] [INFO ] [main      ] RARE: Signal=1 (Conf=90.0%), Magnitude=-1.25% (Conf=56.2885%)
[2025-12-18T20:36:28.535133] [INFO ] [main      ] Fetching symbol history for ENVX...
[2025-12-18T20:36:28.535182] [DEBUG] [REMOTE    ] ENVX: Fetching historical data.
[2025-12-18T20:36:28.536651] [INFO ] [main      ] Progress: 399/421 forecasts completed (94.8%). RARE finished in 0.6s. ETA: 3.7s. Rate: 357.33 forecasts/min
[2025-12-18T20:36:28.546615] [DEBUG] [REMOTE    ] ENVX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:28.547367] [DEBUG] [LOCAL     ] Loaded configuration for ENVX: 5 features, N/A% accuracy
[2025-12-18T20:36:28.547424] [INFO ] [LOCAL     ] ENVX: Loaded 5 optimal features with 61.85% confidence from JSON config
[2025-12-18T20:36:28.547801] [DEBUG] [MAG       ] Building data for symbol: ENVX with lookback: 0
[2025-12-18T20:36:28.548617] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:36:28.548679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:28.550349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:28.550878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:36:28.553206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-18T20:36:28.554008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-18T20:36:28.554653] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:28.648768] [DEBUG] [MAG       ] CMI: Last date is validated at 2025-12-18
[2025-12-18T20:36:28.816121] [DEBUG] [MAG       ] CMI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:28.818046] [DEBUG] [MAG       ] DRLL: Last date is validated at 2025-12-18
[2025-12-18T20:36:28.845901] [DEBUG] [MAG       ] GSL: Last date is validated at 2025-12-18
[2025-12-18T20:36:28.887257] [DEBUG] [MAG       ] ENVX: Last date is validated at 2025-12-18
[2025-12-18T20:36:28.949866] [INFO ] [LOCAL     ] CMI: Saved forecast.
[2025-12-18T20:36:28.949934] [INFO ] [main      ] CMI: Signal=1 (Conf=90.0%), Magnitude=-1.35% (Conf=57.3855%)
[2025-12-18T20:36:28.950385] [INFO ] [main      ] Fetching symbol history for BDSX...
[2025-12-18T20:36:28.950437] [DEBUG] [REMOTE    ] BDSX: Fetching historical data.
[2025-12-18T20:36:28.950659] [INFO ] [main      ] Progress: 400/421 forecasts completed (95.0%). CMI finished in 0.7s. ETA: 3.5s. Rate: 356.03 forecasts/min
[2025-12-18T20:36:28.961883] [DEBUG] [REMOTE    ] BDSX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:28.962885] [DEBUG] [LOCAL     ] Loaded configuration for BDSX: 6 features, N/A% accuracy
[2025-12-18T20:36:28.962938] [INFO ] [LOCAL     ] BDSX: Loaded 6 optimal features with 50.12% confidence from JSON config
[2025-12-18T20:36:28.962969] [DEBUG] [MAG       ] Building data for symbol: BDSX with lookback: 0
[2025-12-18T20:36:28.963775] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:36:28.963847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:28.968611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:28.970441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:28.970958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:28.971412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:28.971831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-18T20:36:28.974693] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:28.983319] [DEBUG] [MAG       ] DRLL: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:29.016408] [DEBUG] [MAG       ] GSL: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:29.055816] [DEBUG] [MAG       ] ENVX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:29.090933] [INFO ] [LOCAL     ] GSL: Saved forecast.
[2025-12-18T20:36:29.091337] [INFO ] [main      ] GSL: Signal=1 (Conf=90.0%), Magnitude=1.44% (Conf=49.4084%)
[2025-12-18T20:36:29.091502] [INFO ] [main      ] Fetching symbol history for SATS...
[2025-12-18T20:36:29.091547] [DEBUG] [REMOTE    ] SATS: Fetching historical data.
[2025-12-18T20:36:29.092814] [INFO ] [main      ] Progress: 401/421 forecasts completed (95.2%). GSL finished in 0.6s. ETA: 3.4s. Rate: 356.17 forecasts/min
[2025-12-18T20:36:29.102706] [DEBUG] [REMOTE    ] SATS: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:29.103645] [DEBUG] [LOCAL     ] Loaded configuration for SATS: 6 features, N/A% accuracy
[2025-12-18T20:36:29.103707] [INFO ] [LOCAL     ] SATS: Loaded 6 optimal features with 65.58% confidence from JSON config
[2025-12-18T20:36:29.103739] [DEBUG] [MAG       ] Building data for symbol: SATS with lookback: 0
[2025-12-18T20:36:29.104505] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:36:29.104567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:29.109367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-18T20:36:29.110229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:29.111080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:36:29.113511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:36:29.114793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-18T20:36:29.116787] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:29.134810] [INFO ] [LOCAL     ] DRLL: Saved forecast.
[2025-12-18T20:36:29.134876] [INFO ] [main      ] DRLL: Signal=1 (Conf=90.0%), Magnitude=0.44% (Conf=55.3794%)
[2025-12-18T20:36:29.135036] [INFO ] [main      ] Fetching symbol history for THRM...
[2025-12-18T20:36:29.135079] [DEBUG] [REMOTE    ] THRM: Fetching historical data.
[2025-12-18T20:36:29.136662] [INFO ] [main      ] Progress: 402/421 forecasts completed (95.5%). DRLL finished in 0.7s. ETA: 3.2s. Rate: 356.82 forecasts/min
[2025-12-18T20:36:29.142060] [INFO ] [LOCAL     ] ENVX: Saved forecast.
[2025-12-18T20:36:29.142142] [INFO ] [main      ] ENVX: Signal=1 (Conf=90.0%), Magnitude=-4.40% (Conf=61.8475%)
[2025-12-18T20:36:29.142507] [INFO ] [main      ] Fetching symbol history for ENB...
[2025-12-18T20:36:29.142566] [DEBUG] [REMOTE    ] ENB: Fetching historical data.
[2025-12-18T20:36:29.142620] [INFO ] [main      ] Progress: 403/421 forecasts completed (95.7%). ENVX finished in 0.6s. ETA: 3.0s. Rate: 357.68 forecasts/min
[2025-12-18T20:36:29.147002] [DEBUG] [REMOTE    ] THRM: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:29.148077] [DEBUG] [LOCAL     ] Loaded configuration for THRM: 6 features, N/A% accuracy
[2025-12-18T20:36:29.148128] [INFO ] [LOCAL     ] THRM: Loaded 6 optimal features with 58.91% confidence from JSON config
[2025-12-18T20:36:29.148159] [DEBUG] [MAG       ] Building data for symbol: THRM with lookback: 0
[2025-12-18T20:36:29.148981] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:36:29.149078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:29.153890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:29.155739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:29.156215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:29.156453] [DEBUG] [REMOTE    ] ENB: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:29.156619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:36:29.157469] [DEBUG] [LOCAL     ] Loaded configuration for ENB: 4 features, N/A% accuracy
[2025-12-18T20:36:29.157531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-18T20:36:29.157541] [INFO ] [LOCAL     ] ENB: Loaded 4 optimal features with 50.89% confidence from JSON config
[2025-12-18T20:36:29.157614] [DEBUG] [MAG       ] Building data for symbol: ENB with lookback: 0
[2025-12-18T20:36:29.158155] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:29.158720] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:29.158799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:29.161225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:29.161929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-18T20:36:29.220359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-18T20:36:29.222512] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:29.331932] [DEBUG] [MAG       ] BDSX: Last date is validated at 2025-12-18
[2025-12-18T20:36:29.454657] [DEBUG] [MAG       ] SATS: Last date is validated at 2025-12-18
[2025-12-18T20:36:29.492396] [DEBUG] [MAG       ] THRM: Last date is validated at 2025-12-18
[2025-12-18T20:36:29.508721] [DEBUG] [MAG       ] BDSX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:29.557341] [DEBUG] [MAG       ] ENB: Last date is validated at 2025-12-18
[2025-12-18T20:36:29.596513] [INFO ] [LOCAL     ] BDSX: Saved forecast.
[2025-12-18T20:36:29.596606] [INFO ] [main      ] BDSX: Signal=1 (Conf=90.0%), Magnitude=2.70% (Conf=50.1219%)
[2025-12-18T20:36:29.597088] [INFO ] [main      ] Fetching symbol history for PUK...
[2025-12-18T20:36:29.597143] [DEBUG] [REMOTE    ] PUK: Fetching historical data.
[2025-12-18T20:36:29.597660] [INFO ] [main      ] Progress: 404/421 forecasts completed (96.0%). BDSX finished in 0.6s. ETA: 2.9s. Rate: 356.17 forecasts/min
[2025-12-18T20:36:29.610102] [DEBUG] [REMOTE    ] PUK: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:29.611301] [DEBUG] [LOCAL     ] Loaded configuration for PUK: 4 features, N/A% accuracy
[2025-12-18T20:36:29.611359] [INFO ] [LOCAL     ] PUK: Loaded 4 optimal features with 47.51% confidence from JSON config
[2025-12-18T20:36:29.611401] [DEBUG] [MAG       ] Building data for symbol: PUK with lookback: 0
[2025-12-18T20:36:29.612290] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:29.612352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:29.614381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:29.615084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:29.615645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-18T20:36:29.621093] [DEBUG] [MAG       ] SATS: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:29.661787] [DEBUG] [MAG       ] THRM: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:29.698021] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:29.724318] [DEBUG] [MAG       ] ENB: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:29.748767] [INFO ] [LOCAL     ] THRM: Saved forecast.
[2025-12-18T20:36:29.748838] [INFO ] [main      ] THRM: Signal=1 (Conf=90.0%), Magnitude=1.85% (Conf=58.9066%)
[2025-12-18T20:36:29.749031] [INFO ] [main      ] Fetching symbol history for XOMA...
[2025-12-18T20:36:29.749077] [DEBUG] [REMOTE    ] XOMA: Fetching historical data.
[2025-12-18T20:36:29.749906] [INFO ] [main      ] Progress: 405/421 forecasts completed (96.2%). THRM finished in 0.6s. ETA: 2.7s. Rate: 356.25 forecasts/min
[2025-12-18T20:36:29.761457] [DEBUG] [REMOTE    ] XOMA: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:29.762420] [DEBUG] [LOCAL     ] Loaded configuration for XOMA: 6 features, N/A% accuracy
[2025-12-18T20:36:29.762471] [INFO ] [LOCAL     ] XOMA: Loaded 6 optimal features with 41.11% confidence from JSON config
[2025-12-18T20:36:29.762504] [DEBUG] [MAG       ] Building data for symbol: XOMA with lookback: 0
[2025-12-18T20:36:29.763446] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:36:29.763512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:29.765272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:29.765801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-18T20:36:29.765826] [INFO ] [LOCAL     ] SATS: Saved forecast.
[2025-12-18T20:36:29.765896] [INFO ] [main      ] SATS: Signal=1 (Conf=90.0%), Magnitude=-1.38% (Conf=65.5803%)
[2025-12-18T20:36:29.766234] [INFO ] [main      ] Progress: 406/421 forecasts completed (96.4%). SATS finished in 0.7s. ETA: 2.5s. Rate: 357.05 forecasts/min
[2025-12-18T20:36:29.766364] [INFO ] [main      ] Fetching symbol history for WH...
[2025-12-18T20:36:29.766406] [DEBUG] [REMOTE    ] WH: Fetching historical data.
[2025-12-18T20:36:29.778046] [DEBUG] [REMOTE    ] WH: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:29.778974] [DEBUG] [LOCAL     ] Loaded configuration for WH: 2 features, N/A% accuracy
[2025-12-18T20:36:29.779057] [INFO ] [LOCAL     ] WH: Loaded 2 optimal features with 66.55% confidence from JSON config
[2025-12-18T20:36:29.779099] [DEBUG] [MAG       ] Building data for symbol: WH with lookback: 0
[2025-12-18T20:36:29.779947] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-18T20:36:29.780006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-18T20:36:29.780643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-18T20:36:29.782674] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:29.800229] [INFO ] [LOCAL     ] ENB: Saved forecast.
[2025-12-18T20:36:29.800291] [INFO ] [main      ] ENB: Signal=1 (Conf=90.0%), Magnitude=0.06% (Conf=50.8925%)
[2025-12-18T20:36:29.800699] [INFO ] [main      ] Fetching symbol history for CZWI...
[2025-12-18T20:36:29.800751] [DEBUG] [REMOTE    ] CZWI: Fetching historical data.
[2025-12-18T20:36:29.801630] [INFO ] [main      ] Progress: 407/421 forecasts completed (96.7%). ENB finished in 0.7s. ETA: 2.3s. Rate: 357.74 forecasts/min
[2025-12-18T20:36:29.811409] [DEBUG] [REMOTE    ] CZWI: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:29.812421] [DEBUG] [LOCAL     ] Loaded configuration for CZWI: 5 features, N/A% accuracy
[2025-12-18T20:36:29.812473] [INFO ] [LOCAL     ] CZWI: Loaded 5 optimal features with 52.49% confidence from JSON config
[2025-12-18T20:36:29.812504] [DEBUG] [MAG       ] Building data for symbol: CZWI with lookback: 0
[2025-12-18T20:36:29.813283] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:36:29.813344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:29.815028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:29.815521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:29.815926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:36:29.816865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:36:29.818055] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:29.875767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:36:29.877003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-18T20:36:29.878071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-18T20:36:29.898044] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:30.055187] [DEBUG] [MAG       ] PUK: Last date is validated at 2025-12-18
[2025-12-18T20:36:30.119720] [DEBUG] [MAG       ] WH: Last date is validated at 2025-12-18
[2025-12-18T20:36:30.167064] [DEBUG] [MAG       ] CZWI: Last date is validated at 2025-12-18
[2025-12-18T20:36:30.232241] [DEBUG] [MAG       ] PUK: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:30.245191] [DEBUG] [MAG       ] XOMA: Last date is validated at 2025-12-18
[2025-12-18T20:36:30.287198] [DEBUG] [MAG       ] WH: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:30.301604] [INFO ] [LOCAL     ] PUK: Saved forecast.
[2025-12-18T20:36:30.301674] [INFO ] [main      ] PUK: Signal=1 (Conf=90.0%), Magnitude=-0.59% (Conf=47.5106%)
[2025-12-18T20:36:30.301842] [INFO ] [main      ] Fetching symbol history for CTS...
[2025-12-18T20:36:30.301886] [DEBUG] [REMOTE    ] CTS: Fetching historical data.
[2025-12-18T20:36:30.303647] [INFO ] [main      ] Progress: 408/421 forecasts completed (96.9%). PUK finished in 0.7s. ETA: 2.2s. Rate: 356.00 forecasts/min
[2025-12-18T20:36:30.314331] [DEBUG] [REMOTE    ] CTS: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:30.317627] [DEBUG] [LOCAL     ] Loaded configuration for CTS: 4 features, N/A% accuracy
[2025-12-18T20:36:30.317686] [INFO ] [LOCAL     ] CTS: Loaded 4 optimal features with 54.93% confidence from JSON config
[2025-12-18T20:36:30.317718] [DEBUG] [MAG       ] Building data for symbol: CTS with lookback: 0
[2025-12-18T20:36:30.318569] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:30.318656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:30.323888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:30.326205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:30.326776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:30.327252] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:30.360902] [DEBUG] [MAG       ] CZWI: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:30.389279] [INFO ] [LOCAL     ] WH: Saved forecast.
[2025-12-18T20:36:30.389356] [INFO ] [main      ] WH: Signal=1 (Conf=90.0%), Magnitude=3.64% (Conf=66.5492%)
[2025-12-18T20:36:30.389517] [INFO ] [main      ] Fetching symbol history for STTK...
[2025-12-18T20:36:30.389559] [DEBUG] [REMOTE    ] STTK: Fetching historical data.
[2025-12-18T20:36:30.390239] [INFO ] [main      ] Progress: 409/421 forecasts completed (97.1%). WH finished in 0.6s. ETA: 2.0s. Rate: 356.43 forecasts/min
[2025-12-18T20:36:30.401656] [DEBUG] [REMOTE    ] STTK: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:30.402432] [DEBUG] [LOCAL     ] Loaded configuration for STTK: 7 features, N/A% accuracy
[2025-12-18T20:36:30.402481] [INFO ] [LOCAL     ] STTK: Loaded 7 optimal features with 58.63% confidence from JSON config
[2025-12-18T20:36:30.402512] [DEBUG] [MAG       ] Building data for symbol: STTK with lookback: 0
[2025-12-18T20:36:30.403292] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-18T20:36:30.403352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:30.408114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:30.409919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:30.410393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:30.410848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:36:30.413166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-18T20:36:30.413816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-18T20:36:30.415148] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:30.420365] [DEBUG] [MAG       ] XOMA: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:30.426446] [INFO ] [LOCAL     ] CZWI: Saved forecast.
[2025-12-18T20:36:30.426516] [INFO ] [main      ] CZWI: Signal=1 (Conf=90.0%), Magnitude=-0.47% (Conf=52.4915%)
[2025-12-18T20:36:30.426919] [INFO ] [main      ] Fetching symbol history for PRVA...
[2025-12-18T20:36:30.426975] [DEBUG] [REMOTE    ] PRVA: Fetching historical data.
[2025-12-18T20:36:30.427654] [INFO ] [main      ] Progress: 410/421 forecasts completed (97.4%). CZWI finished in 0.6s. ETA: 1.8s. Rate: 357.10 forecasts/min
[2025-12-18T20:36:30.439453] [DEBUG] [REMOTE    ] PRVA: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:30.440547] [DEBUG] [LOCAL     ] Loaded configuration for PRVA: 8 features, N/A% accuracy
[2025-12-18T20:36:30.440617] [INFO ] [LOCAL     ] PRVA: Loaded 8 optimal features with 48.83% confidence from JSON config
[2025-12-18T20:36:30.440650] [DEBUG] [MAG       ] Building data for symbol: PRVA with lookback: 0
[2025-12-18T20:36:30.441470] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-18T20:36:30.441536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:30.446598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:30.448425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:30.448953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:30.449427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:30.449860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-18T20:36:30.452362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-18T20:36:30.492698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-18T20:36:30.497026] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:30.508350] [INFO ] [LOCAL     ] XOMA: Saved forecast.
[2025-12-18T20:36:30.508416] [INFO ] [main      ] XOMA: Signal=1 (Conf=90.0%), Magnitude=-5.02% (Conf=41.1081%)
[2025-12-18T20:36:30.508799] [INFO ] [main      ] Fetching symbol history for PLRX...
[2025-12-18T20:36:30.508849] [DEBUG] [REMOTE    ] PLRX: Fetching historical data.
[2025-12-18T20:36:30.509655] [INFO ] [main      ] Progress: 411/421 forecasts completed (97.6%). XOMA finished in 0.8s. ETA: 1.7s. Rate: 357.55 forecasts/min
[2025-12-18T20:36:30.520376] [DEBUG] [REMOTE    ] PLRX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:30.521285] [DEBUG] [LOCAL     ] Loaded configuration for PLRX: 1 features, N/A% accuracy
[2025-12-18T20:36:30.521341] [INFO ] [LOCAL     ] PLRX: Loaded 1 optimal features with 37.30% confidence from JSON config
[2025-12-18T20:36:30.521374] [DEBUG] [MAG       ] Building data for symbol: PLRX with lookback: 0
[2025-12-18T20:36:30.522201] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-18T20:36:30.522261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-18T20:36:30.523309] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:30.687122] [DEBUG] [MAG       ] CTS: Last date is validated at 2025-12-18
[2025-12-18T20:36:30.749353] [DEBUG] [MAG       ] STTK: Last date is validated at 2025-12-18
[2025-12-18T20:36:30.849231] [DEBUG] [MAG       ] PRVA: Last date is validated at 2025-12-18
[2025-12-18T20:36:30.874034] [DEBUG] [MAG       ] PLRX: Last date is validated at 2025-12-18
[2025-12-18T20:36:30.874506] [DEBUG] [MAG       ] CTS: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:30.923031] [DEBUG] [MAG       ] STTK: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:30.959644] [INFO ] [LOCAL     ] CTS: Saved forecast.
[2025-12-18T20:36:30.959710] [INFO ] [main      ] CTS: Signal=1 (Conf=90.0%), Magnitude=-0.73% (Conf=54.9336%)
[2025-12-18T20:36:30.960069] [INFO ] [main      ] Fetching symbol history for RF...
[2025-12-18T20:36:30.960119] [DEBUG] [REMOTE    ] RF: Fetching historical data.
[2025-12-18T20:36:30.961045] [INFO ] [main      ] Progress: 412/421 forecasts completed (97.9%). CTS finished in 0.7s. ETA: 1.5s. Rate: 356.09 forecasts/min
[2025-12-18T20:36:30.973599] [DEBUG] [REMOTE    ] RF: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:30.974671] [DEBUG] [LOCAL     ] Loaded configuration for RF: 6 features, N/A% accuracy
[2025-12-18T20:36:30.974722] [INFO ] [LOCAL     ] RF: Loaded 6 optimal features with 51.37% confidence from JSON config
[2025-12-18T20:36:30.974753] [DEBUG] [MAG       ] Building data for symbol: RF with lookback: 0
[2025-12-18T20:36:30.975526] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-18T20:36:30.975611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:30.980327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:30.982101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:30.982600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:30.982984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-18T20:36:30.984589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-18T20:36:30.986594] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:30.987469] [INFO ] [LOCAL     ] STTK: Saved forecast.
[2025-12-18T20:36:30.987544] [INFO ] [main      ] STTK: Signal=1 (Conf=90.0%), Magnitude=0.90% (Conf=58.6258%)
[2025-12-18T20:36:30.987926] [INFO ] [main      ] Progress: 413/421 forecasts completed (98.1%). STTK finished in 0.6s. ETA: 1.3s. Rate: 356.81 forecasts/min
[2025-12-18T20:36:30.988051] [INFO ] [main      ] Fetching symbol history for REAX...
[2025-12-18T20:36:30.988094] [DEBUG] [REMOTE    ] REAX: Fetching historical data.
[2025-12-18T20:36:31.000017] [DEBUG] [REMOTE    ] REAX: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:31.001022] [DEBUG] [LOCAL     ] Loaded configuration for REAX: 5 features, N/A% accuracy
[2025-12-18T20:36:31.001090] [INFO ] [LOCAL     ] REAX: Loaded 5 optimal features with 53.25% confidence from JSON config
[2025-12-18T20:36:31.001135] [DEBUG] [MAG       ] Building data for symbol: REAX with lookback: 0
[2025-12-18T20:36:31.002136] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:36:31.002210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-18T20:36:31.003349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-18T20:36:31.004815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-18T20:36:31.009256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-18T20:36:31.011282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-18T20:36:31.026250] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:31.029025] [DEBUG] [MAG       ] PRVA: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:31.046994] [DEBUG] [MAG       ] PLRX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:31.110949] [INFO ] [LOCAL     ] PRVA: Saved forecast.
[2025-12-18T20:36:31.111018] [INFO ] [main      ] PRVA: Signal=1 (Conf=90.0%), Magnitude=0.32% (Conf=48.8284%)
[2025-12-18T20:36:31.111404] [INFO ] [main      ] Fetching symbol history for MCO...
[2025-12-18T20:36:31.111457] [DEBUG] [REMOTE    ] MCO: Fetching historical data.
[2025-12-18T20:36:31.111666] [INFO ] [main      ] Progress: 414/421 forecasts completed (98.3%). PRVA finished in 0.7s. ETA: 1.2s. Rate: 357.04 forecasts/min
[2025-12-18T20:36:31.123051] [DEBUG] [REMOTE    ] MCO: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:31.124219] [DEBUG] [LOCAL     ] Loaded configuration for MCO: 4 features, N/A% accuracy
[2025-12-18T20:36:31.124276] [INFO ] [LOCAL     ] MCO: Loaded 4 optimal features with 45.59% confidence from JSON config
[2025-12-18T20:36:31.124306] [DEBUG] [MAG       ] Building data for symbol: MCO with lookback: 0
[2025-12-18T20:36:31.125343] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-18T20:36:31.125407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:31.127321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:31.127890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:31.128286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-18T20:36:31.130510] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:31.199561] [INFO ] [LOCAL     ] PLRX: Saved forecast.
[2025-12-18T20:36:31.199649] [INFO ] [main      ] PLRX: Signal=1 (Conf=90.0%), Magnitude=-22.81% (Conf=37.298%)
[2025-12-18T20:36:31.200001] [INFO ] [main      ] Fetching symbol history for EFC...
[2025-12-18T20:36:31.200053] [DEBUG] [REMOTE    ] EFC: Fetching historical data.
[2025-12-18T20:36:31.200629] [INFO ] [main      ] Progress: 415/421 forecasts completed (98.6%). PLRX finished in 0.7s. ETA: 1.0s. Rate: 357.45 forecasts/min
[2025-12-18T20:36:31.211036] [DEBUG] [REMOTE    ] EFC: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:31.212168] [DEBUG] [LOCAL     ] Loaded configuration for EFC: 5 features, N/A% accuracy
[2025-12-18T20:36:31.212232] [INFO ] [LOCAL     ] EFC: Loaded 5 optimal features with 52.42% confidence from JSON config
[2025-12-18T20:36:31.212265] [DEBUG] [MAG       ] Building data for symbol: EFC with lookback: 0
[2025-12-18T20:36:31.213098] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-18T20:36:31.213160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-18T20:36:31.221399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:31.223259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:31.223796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:31.224267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:31.224690] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:31.319978] [DEBUG] [MAG       ] RF: Last date is validated at 2025-12-18
[2025-12-18T20:36:31.376695] [DEBUG] [MAG       ] REAX: Last date is validated at 2025-12-18
[2025-12-18T20:36:31.477036] [DEBUG] [MAG       ] MCO: Last date is validated at 2025-12-18
[2025-12-18T20:36:31.484955] [DEBUG] [MAG       ] RF: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:31.554476] [DEBUG] [MAG       ] REAX: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:31.560659] [INFO ] [LOCAL     ] RF: Saved forecast.
[2025-12-18T20:36:31.560726] [INFO ] [main      ] RF: Signal=1 (Conf=90.0%), Magnitude=-0.74% (Conf=51.3729%)
[2025-12-18T20:36:31.561069] [INFO ] [main      ] Fetching symbol history for OPP...
[2025-12-18T20:36:31.561118] [DEBUG] [REMOTE    ] OPP: Fetching historical data.
[2025-12-18T20:36:31.561650] [INFO ] [main      ] Progress: 416/421 forecasts completed (98.8%). RF finished in 0.6s. ETA: 0.8s. Rate: 356.46 forecasts/min
[2025-12-18T20:36:31.569711] [DEBUG] [MAG       ] EFC: Last date is validated at 2025-12-18
[2025-12-18T20:36:31.573323] [DEBUG] [REMOTE    ] OPP: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:31.574500] [DEBUG] [LOCAL     ] Loaded configuration for OPP: 9 features, N/A% accuracy
[2025-12-18T20:36:31.574552] [INFO ] [LOCAL     ] OPP: Loaded 9 optimal features with 42.67% confidence from JSON config
[2025-12-18T20:36:31.574601] [DEBUG] [MAG       ] Building data for symbol: OPP with lookback: 0
[2025-12-18T20:36:31.575374] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-18T20:36:31.575439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-18T20:36:31.577119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-18T20:36:31.577638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-18T20:36:31.578028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-18T20:36:31.580028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-18T20:36:31.580496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-18T20:36:31.581481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-18T20:36:31.583080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-18T20:36:31.584102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-18T20:36:31.584787] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:31.622661] [INFO ] [LOCAL     ] REAX: Saved forecast.
[2025-12-18T20:36:31.622726] [INFO ] [main      ] REAX: Signal=1 (Conf=90.0%), Magnitude=3.88% (Conf=53.2527%)
[2025-12-18T20:36:31.622887] [INFO ] [main      ] Fetching symbol history for GBDC...
[2025-12-18T20:36:31.622930] [DEBUG] [REMOTE    ] GBDC: Fetching historical data.
[2025-12-18T20:36:31.623876] [INFO ] [main      ] Progress: 417/421 forecasts completed (99.0%). REAX finished in 0.6s. ETA: 0.7s. Rate: 357.00 forecasts/min
[2025-12-18T20:36:31.634601] [DEBUG] [REMOTE    ] GBDC: Successfully parsed 300 rows of historical data.
[2025-12-18T20:36:31.635648] [DEBUG] [LOCAL     ] Loaded configuration for GBDC: 1 features, N/A% accuracy
[2025-12-18T20:36:31.635698] [INFO ] [LOCAL     ] GBDC: Loaded 1 optimal features with 55.92% confidence from JSON config
[2025-12-18T20:36:31.635730] [DEBUG] [MAG       ] Building data for symbol: GBDC with lookback: 0
[2025-12-18T20:36:31.636477] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-18T20:36:31.636535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-18T20:36:31.640884] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-18T20:36:31.648447] [DEBUG] [MAG       ] MCO: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:31.741880] [DEBUG] [MAG       ] EFC: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:31.811074] [INFO ] [LOCAL     ] EFC: Saved forecast.
[2025-12-18T20:36:31.811167] [INFO ] [main      ] EFC: Signal=1 (Conf=90.0%), Magnitude=-0.57% (Conf=52.416%)
[2025-12-18T20:36:31.811667] [INFO ] [main      ] Progress: 418/421 forecasts completed (99.3%). EFC finished in 0.6s. ETA: 0.5s. Rate: 356.90 forecasts/min
[2025-12-18T20:36:31.814081] [INFO ] [LOCAL     ] MCO: Saved forecast.
[2025-12-18T20:36:31.814149] [INFO ] [main      ] MCO: Signal=1 (Conf=90.0%), Magnitude=1.35% (Conf=45.5943%)
[2025-12-18T20:36:31.814463] [INFO ] [main      ] Progress: 419/421 forecasts completed (99.5%). MCO finished in 0.7s. ETA: 0.3s. Rate: 357.74 forecasts/min
[2025-12-18T20:36:31.916190] [DEBUG] [MAG       ] OPP: Last date is validated at 2025-12-18
[2025-12-18T20:36:31.990358] [DEBUG] [MAG       ] GBDC: Last date is validated at 2025-12-18
[2025-12-18T20:36:32.081200] [DEBUG] [MAG       ] OPP: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:32.143026] [INFO ] [LOCAL     ] OPP: Saved forecast.
[2025-12-18T20:36:32.143096] [INFO ] [main      ] OPP: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=42.6694%)
[2025-12-18T20:36:32.143503] [INFO ] [main      ] Progress: 420/421 forecasts completed (99.8%). OPP finished in 0.6s. ETA: 0.2s. Rate: 356.92 forecasts/min
[2025-12-18T20:36:32.159327] [DEBUG] [MAG       ] GBDC: Forecast date (T1) determined as 2025-12-19
[2025-12-18T20:36:32.214014] [INFO ] [LOCAL     ] GBDC: Saved forecast.
[2025-12-18T20:36:32.214080] [INFO ] [main      ] GBDC: Signal=1 (Conf=90.0%), Magnitude=1.31% (Conf=55.9223%)
[2025-12-18T20:36:32.214482] [INFO ] [main      ] Progress: 421/421 forecasts completed (100.0%). GBDC finished in 0.6s. ETA: 0.0s. Rate: 357.41 forecasts/min
[2025-12-18T20:36:32.235626] [INFO ] [main      ] Parallel forecast generation completed in 1m 11s. Processed 421 forecasts.
[2025-12-18T20:36:32.235773] [INFO ] [main      ] Generated and saved 421 forecast pairs.
[2025-12-18T20:36:32.724561] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Generation Completed (421/421 @ 100.00%)'
[2025-12-18T20:36:32.726439] [INFO ] [MODE      ] Ignoring multithreaded flag for report generation
[2025-12-18T20:36:32.726537] [INFO ] [main      ] Fetching available MAG forecast dates...
[2025-12-18T20:36:32.726870] [INFO ] [main      ] Found 24 forecast dates
[2025-12-18T20:36:32.726921] [INFO ] [main      ] Processing forecast date: 2025-11-17
[2025-12-18T20:36:32.839779] [INFO ] [main      ] Overwriting existing report for 2025-11-17
[2025-12-18T20:36:32.842761] [INFO ] [main      ] Generated forecast report for 2025-11-17: 472 forecasts
[2025-12-18T20:36:32.842873] [INFO ] [main      ] Processing forecast date: 2025-11-18
[2025-12-18T20:36:32.937359] [INFO ] [main      ] Overwriting existing report for 2025-11-18
[2025-12-18T20:36:32.938984] [INFO ] [main      ] Generated forecast report for 2025-11-18: 421 forecasts
[2025-12-18T20:36:32.939119] [INFO ] [main      ] Processing forecast date: 2025-11-19
[2025-12-18T20:36:33.068023] [INFO ] [main      ] Overwriting existing report for 2025-11-19
[2025-12-18T20:36:33.070176] [INFO ] [main      ] Generated forecast report for 2025-11-19: 480 forecasts
[2025-12-18T20:36:33.070293] [INFO ] [main      ] Processing forecast date: 2025-11-20
[2025-12-18T20:36:33.182393] [INFO ] [main      ] Overwriting existing report for 2025-11-20
[2025-12-18T20:36:33.184930] [INFO ] [main      ] Generated forecast report for 2025-11-20: 423 forecasts
[2025-12-18T20:36:33.185097] [INFO ] [main      ] Processing forecast date: 2025-11-21
[2025-12-18T20:36:33.322473] [INFO ] [main      ] Overwriting existing report for 2025-11-21
[2025-12-18T20:36:33.345277] [INFO ] [main      ] Generated forecast report for 2025-11-21: 368 forecasts
[2025-12-18T20:36:33.345480] [INFO ] [main      ] Processing forecast date: 2025-11-24
[2025-12-18T20:36:33.530653] [INFO ] [main      ] Overwriting existing report for 2025-11-24
[2025-12-18T20:36:33.533678] [INFO ] [main      ] Generated forecast report for 2025-11-24: 527 forecasts
[2025-12-18T20:36:33.533891] [INFO ] [main      ] Processing forecast date: 2025-11-25
[2025-12-18T20:36:33.848229] [INFO ] [main      ] Overwriting existing report for 2025-11-25
[2025-12-18T20:36:33.852336] [INFO ] [main      ] Generated forecast report for 2025-11-25: 524 forecasts
[2025-12-18T20:36:33.852831] [INFO ] [main      ] Processing forecast date: 2025-11-26
[2025-12-18T20:36:34.027648] [INFO ] [main      ] Overwriting existing report for 2025-11-26
[2025-12-18T20:36:34.029753] [INFO ] [main      ] Generated forecast report for 2025-11-26: 452 forecasts
[2025-12-18T20:36:34.029900] [INFO ] [main      ] Processing forecast date: 2025-11-28
[2025-12-18T20:36:34.273839] [INFO ] [main      ] Overwriting existing report for 2025-11-28
[2025-12-18T20:36:34.277285] [INFO ] [main      ] Generated forecast report for 2025-11-28: 1002 forecasts
[2025-12-18T20:36:34.277486] [INFO ] [main      ] Processing forecast date: 2025-12-01
[2025-12-18T20:36:34.484968] [INFO ] [main      ] Overwriting existing report for 2025-12-01
[2025-12-18T20:36:34.488082] [INFO ] [main      ] Generated forecast report for 2025-12-01: 835 forecasts
[2025-12-18T20:36:34.488253] [INFO ] [main      ] Processing forecast date: 2025-12-02
[2025-12-18T20:36:34.656855] [INFO ] [main      ] Overwriting existing report for 2025-12-02
[2025-12-18T20:36:34.659880] [INFO ] [main      ] Generated forecast report for 2025-12-02: 769 forecasts
[2025-12-18T20:36:34.660036] [INFO ] [main      ] Processing forecast date: 2025-12-03
[2025-12-18T20:36:34.899183] [INFO ] [main      ] Overwriting existing report for 2025-12-03
[2025-12-18T20:36:34.904713] [INFO ] [main      ] Generated forecast report for 2025-12-03: 965 forecasts
[2025-12-18T20:36:34.904997] [INFO ] [main      ] Processing forecast date: 2025-12-04
[2025-12-18T20:36:35.129370] [INFO ] [main      ] Overwriting existing report for 2025-12-04
[2025-12-18T20:36:35.132754] [INFO ] [main      ] Generated forecast report for 2025-12-04: 965 forecasts
[2025-12-18T20:36:35.132978] [INFO ] [main      ] Processing forecast date: 2025-12-05
[2025-12-18T20:36:35.340015] [INFO ] [main      ] Overwriting existing report for 2025-12-05
[2025-12-18T20:36:35.343328] [INFO ] [main      ] Generated forecast report for 2025-12-05: 970 forecasts
[2025-12-18T20:36:35.343498] [INFO ] [main      ] Processing forecast date: 2025-12-08
[2025-12-18T20:36:35.548150] [INFO ] [main      ] Overwriting existing report for 2025-12-08
[2025-12-18T20:36:35.552460] [INFO ] [main      ] Generated forecast report for 2025-12-08: 935 forecasts
[2025-12-18T20:36:35.552734] [INFO ] [main      ] Processing forecast date: 2025-12-09
[2025-12-18T20:36:35.772833] [INFO ] [main      ] Overwriting existing report for 2025-12-09
[2025-12-18T20:36:35.776167] [INFO ] [main      ] Generated forecast report for 2025-12-09: 970 forecasts
[2025-12-18T20:36:35.776353] [INFO ] [main      ] Processing forecast date: 2025-12-10
[2025-12-18T20:36:35.867629] [INFO ] [main      ] Overwriting existing report for 2025-12-10
[2025-12-18T20:36:35.869252] [INFO ] [main      ] Generated forecast report for 2025-12-10: 438 forecasts
[2025-12-18T20:36:35.869354] [INFO ] [main      ] Processing forecast date: 2025-12-11
[2025-12-18T20:36:35.970738] [INFO ] [main      ] Overwriting existing report for 2025-12-11
[2025-12-18T20:36:35.972366] [INFO ] [main      ] Generated forecast report for 2025-12-11: 430 forecasts
[2025-12-18T20:36:35.972465] [INFO ] [main      ] Processing forecast date: 2025-12-12
[2025-12-18T20:36:36.059072] [INFO ] [main      ] Overwriting existing report for 2025-12-12
[2025-12-18T20:36:36.060547] [INFO ] [main      ] Generated forecast report for 2025-12-12: 412 forecasts
[2025-12-18T20:36:36.060654] [INFO ] [main      ] Processing forecast date: 2025-12-15
[2025-12-18T20:36:36.152765] [INFO ] [main      ] Overwriting existing report for 2025-12-15
[2025-12-18T20:36:36.154256] [INFO ] [main      ] Generated forecast report for 2025-12-15: 415 forecasts
[2025-12-18T20:36:36.154349] [INFO ] [main      ] Processing forecast date: 2025-12-16
[2025-12-18T20:36:36.241388] [INFO ] [main      ] Overwriting existing report for 2025-12-16
[2025-12-18T20:36:36.242925] [INFO ] [main      ] Generated forecast report for 2025-12-16: 429 forecasts
[2025-12-18T20:36:36.243018] [INFO ] [main      ] Processing forecast date: 2025-12-17
[2025-12-18T20:36:36.343535] [INFO ] [main      ] Overwriting existing report for 2025-12-17
[2025-12-18T20:36:36.345138] [INFO ] [main      ] Generated forecast report for 2025-12-17: 434 forecasts
[2025-12-18T20:36:36.345240] [INFO ] [main      ] Processing forecast date: 2025-12-18
[2025-12-18T20:36:36.435096] [INFO ] [main      ] Overwriting existing report for 2025-12-18
[2025-12-18T20:36:36.436659] [INFO ] [main      ] Generated forecast report for 2025-12-18: 430 forecasts
[2025-12-18T20:36:36.436754] [INFO ] [main      ] Processing forecast date: 2025-12-19
[2025-12-18T20:36:36.450229] [INFO ] [main      ] Generated forecast report for 2025-12-19: 421 forecasts
[2025-12-18T20:36:36.450324] [INFO ] [main      ] Generated 24/24 forecast reports
[2025-12-18T20:36:36.450372] [INFO ] [main      ] Reading forecast report for email: ./output/forecasts/full/2025-12-19.txt
[2025-12-18T20:36:37.040816] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Report - 2025-12-19'
[2025-12-18T20:36:37.041106] [INFO ] [main      ] Forecast report email sent for 2025-12-19
[2025-12-18T20:36:37.041318] [INFO ] [MAG       ] MAG operation completed successfully
[2025-12-18T20:36:37.041829] [WARN ] [STATE     ] State set to: COMPLETED_OK
[2025-12-18T20:36:37.042033] [INFO ] [STATE     ] Last completion updated: 2025-12-18T20:36:37.041904