[2025-12-22T20:30:03.616040] [INFO ] [MAG       ] Starting MAG operation...
[2025-12-22T20:30:03.789320] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2025-12-22T20:30:03.953717] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2025-12-22T20:30:04.117850] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2025-12-22T20:30:04.292021] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2025-12-22T20:30:04.292387] [WARN ] [STATE     ] State set to: WAITING
[2025-12-22T20:30:04.292455] [INFO ] [STATE     ] Checking service statuses...
[2025-12-22T20:30:04.299823] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:30:04.305382] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:30:04.372940] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:30:04.445325] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:30:04.517548] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:30:04.517687] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:30:07.522834] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:30:07.526887] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:30:07.531472] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:30:07.535513] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:30:07.540094] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:30:07.540249] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:30:10.545251] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:30:10.549689] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:30:10.553544] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:30:10.556928] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:30:10.561298] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:30:10.561413] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:30:13.567148] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:30:13.571447] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:30:13.576826] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:30:13.582422] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:30:13.588000] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:30:13.588149] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:30:16.593527] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:30:16.597092] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:30:16.600736] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:30:16.604286] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:30:16.608109] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:30:16.608197] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:30:19.613121] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:30:19.616855] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:30:19.620585] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:30:19.624136] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:30:19.627753] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:30:19.627842] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:30:22.634549] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:30:22.640727] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:30:22.645760] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:30:22.650096] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:30:22.654591] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:30:22.654705] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:30:25.659652] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:30:25.663327] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:30:25.666938] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:30:25.670618] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:30:25.674113] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:30:25.674197] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:30:28.680097] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:30:28.685286] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:30:28.690811] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:30:28.695611] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:30:28.700548] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:30:28.700667] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:30:31.706014] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:30:31.709855] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:30:31.713538] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:30:31.717131] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:30:31.720713] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:30:31.720799] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:30:34.726686] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:30:34.730894] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:30:34.735387] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:30:34.739768] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:30:34.744090] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:30:34.744195] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:30:37.752104] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:30:37.757458] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:30:37.762475] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:30:37.767305] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:30:37.772186] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:30:37.772340] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:30:40.779077] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:30:40.784454] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:30:40.789419] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:30:40.794119] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:30:40.799184] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:30:40.799286] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:30:43.804424] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:30:43.808251] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:30:43.812280] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:30:43.815877] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:30:43.819193] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:30:43.819267] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:30:46.824542] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:30:46.828478] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:30:46.832244] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:30:46.835994] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:30:46.839972] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:30:46.840073] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:30:49.844961] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:30:49.848846] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:30:49.852547] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:30:49.856354] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:30:49.860389] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:30:49.860499] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:30:52.867146] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:30:52.872821] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:30:52.878696] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:30:52.884407] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:30:52.889093] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:30:52.889213] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:30:55.894926] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:30:55.898683] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:30:55.902358] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:30:55.905830] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:30:55.909204] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:30:55.909274] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:30:58.915009] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:30:58.918784] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:30:58.922733] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:30:58.926585] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:30:58.930511] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:30:58.930612] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:31:01.935869] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:31:01.941790] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:31:01.946437] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:31:01.950956] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:31:01.955384] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:31:01.955508] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:31:04.961156] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:31:04.965836] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:31:04.971399] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:31:04.976551] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:31:04.982159] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:31:04.982283] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:31:07.987382] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:31:07.991249] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:31:07.994771] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:31:07.998318] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:31:08.002307] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:31:08.002393] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:31:11.008088] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:31:11.012376] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:31:11.015828] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:31:11.019256] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:31:11.022628] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:31:11.022711] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:31:14.027966] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:31:14.031706] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:31:14.035097] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:31:14.038378] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:31:14.041848] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:31:14.041935] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:31:17.046973] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:31:17.051246] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:31:17.055702] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:31:17.059771] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:31:17.064499] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:31:17.064614] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:31:20.069385] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:31:20.073203] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:31:20.076842] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:31:20.080391] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:31:20.083923] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:31:20.084003] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:31:23.090061] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:31:23.094962] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:31:23.100318] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:31:23.104258] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:31:23.108202] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:31:23.108312] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:31:26.113224] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:31:26.117755] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:31:26.122526] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:31:26.126770] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:31:26.132835] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:31:26.132978] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:31:29.138066] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:31:29.141679] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:31:29.145264] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:31:29.148620] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:31:29.152156] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:31:29.152238] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:31:32.157050] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:31:32.160816] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:31:32.164605] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:31:32.168148] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:31:32.171596] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:31:32.171676] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:31:35.176823] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:31:35.181064] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:31:35.185434] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:31:35.189756] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:31:35.193779] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:31:35.193872] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:31:38.198940] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:31:38.202368] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:31:38.205590] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:31:38.209528] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:31:38.213278] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:31:38.213358] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:31:41.219104] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:31:41.223001] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:31:41.226835] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:31:41.230660] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:31:41.234661] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:31:41.234770] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:31:44.239304] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:31:44.242764] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:31:44.246177] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:31:44.249551] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:31:44.252900] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:31:44.252976] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:31:47.257462] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:31:47.261097] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:31:47.264603] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:31:47.268109] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:31:47.271566] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:31:47.271686] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:31:50.276795] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:31:50.280693] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:31:50.284510] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:31:50.288308] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:31:50.292041] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:31:50.292148] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:31:53.296991] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:31:53.300843] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:31:53.304963] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:31:53.308961] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:31:53.312711] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:31:53.312811] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:31:56.317770] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:31:56.321126] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:31:56.324600] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:31:56.327962] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:31:56.331817] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:31:56.331912] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:31:59.336913] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:31:59.340921] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:31:59.344566] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:31:59.349117] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:31:59.353111] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:31:59.353202] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:32:02.357974] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:32:02.361436] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:32:02.364738] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:32:02.368039] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:32:02.371394] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:32:02.371467] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:32:05.376947] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:32:05.380522] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:32:05.385231] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:32:05.390650] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:32:05.395529] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:32:05.395671] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:32:08.400851] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:32:08.404378] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:32:08.407792] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:32:08.411187] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:32:08.414668] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:32:08.414761] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:32:11.420898] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:32:11.425900] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:32:11.430238] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:32:11.435446] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:32:11.440596] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:32:11.440721] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:32:14.446618] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:32:14.450272] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:32:14.453733] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:32:14.457436] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:32:14.461187] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:32:14.461260] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:32:17.466504] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:32:17.470047] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:32:17.473387] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:32:17.476864] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:32:17.480406] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:32:17.480483] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:32:20.485740] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:32:20.489530] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:32:20.493054] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:32:20.496500] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:32:20.499909] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:32:20.500002] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:32:23.506674] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:32:23.510888] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:32:23.514410] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:32:23.518306] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:32:23.522360] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:32:23.522487] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:32:26.527287] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:32:26.530849] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:32:26.534223] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:32:26.537546] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:32:26.542928] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:32:26.543010] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:32:29.547761] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:32:29.551586] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:32:29.554981] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:32:29.558695] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:32:29.562367] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:32:29.562464] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:32:32.567218] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:32:32.570875] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:32:32.574444] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:32:32.577825] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:32:32.581136] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:32:32.581226] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:32:35.586333] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:32:35.589998] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:32:35.595155] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:32:35.600017] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:32:35.604527] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:32:35.604684] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:32:38.609783] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:32:38.613294] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:32:38.616646] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:32:38.622230] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:32:38.625885] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:32:38.625980] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:32:41.630680] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:32:41.634329] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:32:41.637816] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:32:41.641288] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:32:41.644834] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:32:41.644914] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:32:44.650078] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:32:44.653701] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:32:44.657176] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:32:44.660603] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:32:44.663992] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:32:44.664067] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:32:47.669979] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:32:47.673664] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:32:47.677167] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:32:47.680555] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:32:47.684131] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:32:47.684248] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:32:50.689087] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:32:50.692483] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:32:50.695777] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:32:50.699053] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:32:50.702321] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:32:50.702405] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:32:53.708055] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:32:53.711426] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:32:53.714636] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:32:53.717809] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:32:53.720982] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:32:53.721050] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:32:56.727653] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:32:56.732697] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:32:56.737913] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:32:56.742971] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:32:56.748138] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:32:56.748290] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:32:59.755710] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:32:59.762086] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:32:59.768730] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:32:59.774721] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:32:59.779987] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:32:59.780128] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:33:02.785329] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:33:02.789227] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:33:02.793225] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:33:02.796886] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:33:02.800588] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:33:02.800663] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:33:05.806329] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:33:05.810382] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:33:05.814251] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:33:05.818181] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:33:05.821862] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:33:05.821937] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:33:08.826702] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:33:08.830251] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:33:08.833802] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:33:08.837217] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:33:08.840959] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:33:08.841035] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:33:11.846314] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:33:11.850144] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:33:11.854143] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:33:11.858129] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:33:11.862039] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:33:11.862128] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:33:14.866919] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:33:14.870473] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:33:14.874408] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:33:14.878009] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:33:14.882801] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:33:14.882898] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:33:17.888025] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:33:17.891974] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:33:17.895808] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:33:17.899532] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:33:17.902980] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:33:17.903057] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:33:20.907764] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:33:20.911384] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:33:20.914614] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:33:20.917880] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:33:20.921181] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:33:20.921256] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:33:23.926812] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:33:23.930488] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:33:23.933773] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:33:23.937058] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:33:23.940421] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:33:23.940490] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:33:26.945174] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:33:26.948938] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:33:26.952599] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:33:26.956177] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:33:26.959829] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:33:26.959935] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:33:29.964507] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:33:29.967882] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:33:29.971157] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:33:29.975150] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:33:29.978712] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:33:29.978783] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:33:32.984104] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:33:32.987561] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:33:32.990990] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:33:32.994432] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:33:32.997759] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:33:32.997862] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:33:36.004088] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:33:36.008947] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:33:36.076643] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:33:36.144033] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:33:36.212433] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:33:36.212554] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:33:39.217093] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:33:39.220680] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:33:39.224095] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:33:39.227597] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:33:39.231033] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:33:39.231104] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:33:42.236965] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:33:42.240975] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:33:42.245166] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:33:42.248651] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:33:42.252094] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:33:42.252181] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:33:45.264965] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:33:45.274272] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:33:45.281698] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:33:45.287819] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:33:45.293839] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:33:45.293990] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:33:48.298914] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:33:48.302233] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:33:48.305392] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:33:48.308539] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:33:48.311864] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:33:48.311932] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:33:51.317981] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:33:51.322470] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:33:51.327072] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:33:51.331759] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:33:51.335859] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:33:51.335968] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:33:54.341123] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:33:54.344521] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:33:54.347828] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:33:54.351090] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:33:54.355101] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:33:54.355214] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:33:57.360292] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:33:57.363805] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:33:57.367020] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:33:57.370465] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:33:57.374140] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:33:57.374257] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:34:00.379064] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:34:00.383336] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:34:00.387112] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:34:00.390697] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:34:00.394444] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:34:00.394618] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:34:03.401138] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:34:03.405934] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:34:03.410490] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:34:03.415008] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:34:03.419610] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:34:03.419704] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:34:06.425417] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:34:06.430024] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:34:06.434424] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:34:06.438501] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:34:06.442427] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:34:06.442507] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:34:09.447285] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:34:09.451142] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:34:09.454838] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:34:09.458644] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:34:09.462400] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:34:09.462493] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:34:12.468609] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:34:12.473542] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:34:12.478365] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:34:12.483072] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:34:12.487434] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:34:12.487529] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:34:15.492612] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:34:15.496053] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:34:15.499461] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:34:15.502677] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:34:15.505963] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:34:15.506040] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:34:18.511018] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:34:18.514542] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:34:18.518078] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:34:18.521650] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:34:18.525092] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:34:18.525184] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:34:21.530452] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:34:21.534158] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:34:21.538045] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:34:21.541684] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:34:21.545442] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:34:21.545520] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:34:24.552733] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:34:24.558489] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:34:24.563620] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:34:24.568846] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:34:24.572940] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:34:24.573018] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:34:27.578645] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:34:27.582597] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:34:27.586167] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:34:27.589619] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:34:27.593018] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:34:27.593126] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:34:30.598509] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:34:30.602556] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:34:30.605997] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:34:30.609350] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:34:30.612840] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:34:30.612932] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:34:33.617766] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:34:33.621645] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:34:33.625209] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:34:33.628792] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:34:33.632609] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:34:33.632710] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:34:36.637650] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:34:36.641231] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:34:36.645056] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:34:36.648802] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:34:36.652709] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:34:36.652795] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:34:39.658143] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:34:39.662262] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:34:39.666229] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:34:39.670614] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:34:39.675123] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:34:39.675236] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:34:42.681054] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:34:42.685284] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:34:42.689368] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:34:42.692590] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:34:42.695705] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:34:42.695774] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:34:45.701143] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:34:45.705728] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:34:45.709400] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:34:45.712855] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:34:45.716241] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:34:45.716319] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:34:48.721042] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:34:48.724840] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:34:48.728180] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:34:48.731672] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:34:48.735093] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:34:48.735170] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:34:51.739306] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:34:51.743165] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:34:51.746649] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:34:51.749977] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:34:51.753225] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:34:51.753299] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:34:54.757714] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:34:54.761326] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:34:54.765103] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:34:54.768742] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:34:54.772329] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:34:54.772414] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:34:57.776922] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:34:57.780414] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:34:57.784126] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:34:57.787671] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:34:57.791053] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:34:57.791133] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:35:00.795753] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:35:00.799376] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:35:00.802802] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:35:00.806298] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:35:00.809780] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:35:00.809961] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:35:03.814728] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:35:03.818214] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:35:03.821686] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:35:03.824982] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:35:03.828267] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:35:03.828357] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:35:06.833418] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:35:06.836872] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:35:06.841221] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:35:06.846638] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:35:06.852506] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:35:06.852665] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:35:09.858934] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:35:09.862488] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:35:09.865800] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:35:09.868933] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:35:09.872208] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:35:09.872279] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:35:12.878022] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:35:12.882324] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:35:12.886008] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-22T20:35:12.891729] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:35:12.897320] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:35:12.897473] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-22T20:35:15.903499] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-22T20:35:15.907416] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:35:15.911799] [WARN ] [sig-status] Service 'sig' is not running.
[2025-12-22T20:35:15.915893] [WARN ] [sig-status] Service 'sig' is not running, has completed successfully since the last trading day (2025-12-22), and is a dependency of this service.
[2025-12-22T20:35:15.919734] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-22T20:35:15.923117] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-22T20:35:15.923464] [WARN ] [STATE     ] State set to: RUNNING
[2025-12-22T20:35:15.923622] [INFO ] [MODE      ] Using multithreaded
[2025-12-22T20:35:15.923759] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-22T20:35:15.929868] [DEBUG] [REMOTE    ] Found 50 available forecast dates.
[2025-12-22T20:35:15.930088] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-23.txt'.
[2025-12-22T20:35:15.937559] [DEBUG] [REMOTE    ] Fetched 3558 signal forecasts for 2025-12-23.
[2025-12-22T20:35:15.968704] [INFO ] [main      ] Starting parallel forecast configuration with 4 worker processes for 0 symbols
[2025-12-22T20:35:15.970186] [INFO ] [main      ] Parallel configuration completed in 0.0s. Processed 0 symbols.
[2025-12-22T20:35:15.970285] [INFO ] [main      ] Configuration success rate: 0.0% (0/0 symbols)
[2025-12-22T20:35:16.624447] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: MAG Forecast Configuration Completed (0/0 @ 0.00%)'
[2025-12-22T20:35:16.640471] [INFO ] [MODE      ] Using multithreaded
[2025-12-22T20:35:16.640651] [INFO ] [main      ] Fetching signal forecasts...
[2025-12-22T20:35:16.640715] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-22T20:35:16.648135] [DEBUG] [REMOTE    ] Found 50 available forecast dates.
[2025-12-22T20:35:16.648347] [INFO ] [main      ] Found available forecast date (2025-12-23).
[2025-12-22T20:35:16.648422] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-23.txt'.
[2025-12-22T20:35:16.660212] [DEBUG] [REMOTE    ] Fetched 3558 signal forecasts for 2025-12-23.
[2025-12-22T20:35:16.660807] [INFO ] [main      ] Fetched 3558 forecasts.
[2025-12-22T20:35:16.661223] [INFO ] [main      ] Found 426 high-confidence bullish forecasts (>= 90.0%).
[2025-12-22T20:35:16.661326] [INFO ] [main      ] Starting parallel forecast generation with 4 worker processes for 426 symbols
[2025-12-22T20:35:16.703454] [INFO ] [main      ] Fetching symbol history for PFL...
[2025-12-22T20:35:16.703956] [DEBUG] [REMOTE    ] PFL: Fetching historical data.
[2025-12-22T20:35:16.704187] [INFO ] [main      ] Fetching symbol history for SEDG...
[2025-12-22T20:35:16.704592] [DEBUG] [REMOTE    ] SEDG: Fetching historical data.
[2025-12-22T20:35:16.704339] [INFO ] [main      ] Fetching symbol history for PCN...
[2025-12-22T20:35:16.705797] [DEBUG] [REMOTE    ] PCN: Fetching historical data.
[2025-12-22T20:35:16.705873] [INFO ] [main      ] Fetching symbol history for OABI...
[2025-12-22T20:35:16.706211] [DEBUG] [REMOTE    ] OABI: Fetching historical data.
[2025-12-22T20:35:16.737440] [DEBUG] [REMOTE    ] PFL: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:16.738449] [DEBUG] [REMOTE    ] SEDG: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:16.739276] [DEBUG] [LOCAL     ] Loaded configuration for PFL: 15 features, N/A% accuracy
[2025-12-22T20:35:16.739352] [INFO ] [LOCAL     ] PFL: Loaded 15 optimal features with 29.36% confidence from JSON config
[2025-12-22T20:35:16.739403] [DEBUG] [MAG       ] Building data for symbol: PFL with lookback: 0
[2025-12-22T20:35:16.740251] [DEBUG] [LOCAL     ] Loaded configuration for SEDG: 1 features, N/A% accuracy
[2025-12-22T20:35:16.740345] [INFO ] [LOCAL     ] SEDG: Loaded 1 optimal features with 37.78% confidence from JSON config
[2025-12-22T20:35:16.740407] [DEBUG] [MAG       ] Building data for symbol: SEDG with lookback: 0
[2025-12-22T20:35:16.742100] [DEBUG] [FEATURES  ] DataBuilder: Executing 15 feature methods.
[2025-12-22T20:35:16.742223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:16.742806] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-22T20:35:16.742901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:16.743030] [DEBUG] [REMOTE    ] PCN: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:16.744134] [DEBUG] [LOCAL     ] Loaded configuration for PCN: 4 features, N/A% accuracy
[2025-12-22T20:35:16.744208] [INFO ] [LOCAL     ] PCN: Loaded 4 optimal features with 56.27% confidence from JSON config
[2025-12-22T20:35:16.744249] [DEBUG] [MAG       ] Building data for symbol: PCN with lookback: 0
[2025-12-22T20:35:16.745472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:16.745550] [DEBUG] [REMOTE    ] OABI: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:16.746482] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:16.746598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:16.746654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:16.746969] [DEBUG] [LOCAL     ] Loaded configuration for OABI: 10 features, N/A% accuracy
[2025-12-22T20:35:16.747073] [INFO ] [LOCAL     ] OABI: Loaded 10 optimal features with 36.85% confidence from JSON config
[2025-12-22T20:35:16.747137] [DEBUG] [MAG       ] Building data for symbol: OABI with lookback: 0
[2025-12-22T20:35:16.747253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:16.754203] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-22T20:35:16.754319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:16.754354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-22T20:35:16.756070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:16.756427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-22T20:35:16.757244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-22T20:35:16.757229] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:16.758409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:16.759258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:16.760198] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:16.760821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-22T20:35:16.760879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:16.763230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:16.763761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:16.764340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-22T20:35:16.765187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:16.765472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-22T20:35:16.765817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:16.766307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:35:16.767371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-22T20:35:16.768566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-22T20:35:16.769385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-22T20:35:16.770979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-22T20:35:16.774205] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:16.877342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-22T20:35:16.956717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-22T20:35:16.957918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-22T20:35:16.960529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-22T20:35:16.962539] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:17.118776] [DEBUG] [MAG       ] SEDG: Last date is validated at 2025-12-22
[2025-12-22T20:35:17.119741] [DEBUG] [MAG       ] PCN: Last date is validated at 2025-12-22
[2025-12-22T20:35:17.124131] [DEBUG] [MAG       ] PFL: Last date is validated at 2025-12-22
[2025-12-22T20:35:17.287548] [DEBUG] [MAG       ] PCN: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:17.287730] [DEBUG] [MAG       ] SEDG: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:17.291679] [DEBUG] [MAG       ] PFL: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:17.309968] [DEBUG] [MAG       ] OABI: Last date is validated at 2025-12-22
[2025-12-22T20:35:17.361587] [INFO ] [LOCAL     ] PCN: Saved forecast.
[2025-12-22T20:35:17.361668] [INFO ] [main      ] PCN: Signal=1 (Conf=100.0%), Magnitude=-0.44% (Conf=56.2675%)
[2025-12-22T20:35:17.362286] [INFO ] [main      ] Fetching symbol history for TSQ...
[2025-12-22T20:35:17.362343] [DEBUG] [REMOTE    ] TSQ: Fetching historical data.
[2025-12-22T20:35:17.362794] [INFO ] [main      ] Progress: 1/426 forecasts completed (0.2%). PCN finished in 0.7s. ETA: 4m 58s. Rate: 85.55 forecasts/min
[2025-12-22T20:35:17.373465] [DEBUG] [REMOTE    ] TSQ: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:17.374462] [DEBUG] [LOCAL     ] Loaded configuration for TSQ: 4 features, N/A% accuracy
[2025-12-22T20:35:17.374513] [INFO ] [LOCAL     ] TSQ: Loaded 4 optimal features with 55.88% confidence from JSON config
[2025-12-22T20:35:17.374544] [DEBUG] [MAG       ] Building data for symbol: TSQ with lookback: 0
[2025-12-22T20:35:17.375339] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:17.375399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:17.380164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-22T20:35:17.383131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-22T20:35:17.384500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-22T20:35:17.385141] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:17.386250] [INFO ] [LOCAL     ] PFL: Saved forecast.
[2025-12-22T20:35:17.386345] [INFO ] [main      ] PFL: Signal=1 (Conf=100.0%), Magnitude=0.36% (Conf=29.3567%)
[2025-12-22T20:35:17.386730] [INFO ] [main      ] Fetching symbol history for PMAX...
[2025-12-22T20:35:17.386784] [DEBUG] [REMOTE    ] PMAX: Fetching historical data.
[2025-12-22T20:35:17.387950] [INFO ] [main      ] Progress: 2/426 forecasts completed (0.5%). PFL finished in 0.7s. ETA: 2m 34s. Rate: 165.17 forecasts/min
[2025-12-22T20:35:17.400211] [DEBUG] [REMOTE    ] PMAX: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:17.401094] [DEBUG] [LOCAL     ] Loaded configuration for PMAX: 6 features, N/A% accuracy
[2025-12-22T20:35:17.401147] [INFO ] [LOCAL     ] PMAX: Loaded 6 optimal features with 47.90% confidence from JSON config
[2025-12-22T20:35:17.401179] [DEBUG] [MAG       ] Building data for symbol: PMAX with lookback: 0
[2025-12-22T20:35:17.402260] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:35:17.402322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:17.404225] [INFO ] [LOCAL     ] SEDG: Saved forecast.
[2025-12-22T20:35:17.404323] [INFO ] [main      ] SEDG: Signal=1 (Conf=100.0%), Magnitude=15.20% (Conf=37.7786%)
[2025-12-22T20:35:17.404963] [INFO ] [main      ] Fetching symbol history for STEM...
[2025-12-22T20:35:17.405023] [DEBUG] [REMOTE    ] STEM: Fetching historical data.
[2025-12-22T20:35:17.405700] [INFO ] [main      ] Progress: 3/426 forecasts completed (0.7%). SEDG finished in 0.7s. ETA: 1m 45s. Rate: 241.84 forecasts/min
[2025-12-22T20:35:17.408531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:17.410544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:17.411099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:17.411533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:17.412340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:17.413232] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:17.418247] [DEBUG] [REMOTE    ] STEM: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:17.419189] [DEBUG] [LOCAL     ] Loaded configuration for STEM: 5 features, N/A% accuracy
[2025-12-22T20:35:17.419247] [INFO ] [LOCAL     ] STEM: Loaded 5 optimal features with 59.84% confidence from JSON config
[2025-12-22T20:35:17.419280] [DEBUG] [MAG       ] Building data for symbol: STEM with lookback: 0
[2025-12-22T20:35:17.420172] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:17.420269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:17.425261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:17.426135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:17.427284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:35:17.429193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-22T20:35:17.429946] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:17.488443] [DEBUG] [MAG       ] OABI: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:17.572372] [INFO ] [LOCAL     ] OABI: Saved forecast.
[2025-12-22T20:35:17.572477] [INFO ] [main      ] OABI: Signal=1 (Conf=100.0%), Magnitude=-0.32% (Conf=36.8497%)
[2025-12-22T20:35:17.573120] [INFO ] [main      ] Fetching symbol history for ANF...
[2025-12-22T20:35:17.573186] [DEBUG] [REMOTE    ] ANF: Fetching historical data.
[2025-12-22T20:35:17.573379] [INFO ] [main      ] Progress: 4/426 forecasts completed (0.9%). OABI finished in 0.9s. ETA: 1m 36s. Rate: 263.17 forecasts/min
[2025-12-22T20:35:17.586311] [DEBUG] [REMOTE    ] ANF: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:17.587523] [DEBUG] [LOCAL     ] Loaded configuration for ANF: 6 features, N/A% accuracy
[2025-12-22T20:35:17.587612] [INFO ] [LOCAL     ] ANF: Loaded 6 optimal features with 52.60% confidence from JSON config
[2025-12-22T20:35:17.587648] [DEBUG] [MAG       ] Building data for symbol: ANF with lookback: 0
[2025-12-22T20:35:17.588595] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:35:17.588660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:17.590554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:17.591144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:17.591630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:17.592062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:35:17.646388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-22T20:35:17.648433] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:17.719493] [DEBUG] [MAG       ] TSQ: Last date is validated at 2025-12-22
[2025-12-22T20:35:17.767014] [DEBUG] [MAG       ] PMAX: Last date is validated at 2025-12-22
[2025-12-22T20:35:17.787237] [DEBUG] [MAG       ] STEM: Last date is validated at 2025-12-22
[2025-12-22T20:35:17.887352] [DEBUG] [MAG       ] TSQ: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:17.945634] [DEBUG] [MAG       ] PMAX: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:17.949662] [INFO ] [LOCAL     ] TSQ: Saved forecast.
[2025-12-22T20:35:17.949738] [INFO ] [main      ] TSQ: Signal=1 (Conf=100.0%), Magnitude=-0.51% (Conf=55.8827%)
[2025-12-22T20:35:17.950163] [INFO ] [main      ] Fetching symbol history for PAX...
[2025-12-22T20:35:17.950215] [DEBUG] [REMOTE    ] PAX: Fetching historical data.
[2025-12-22T20:35:17.951204] [INFO ] [main      ] Progress: 5/426 forecasts completed (1.2%). TSQ finished in 0.6s. ETA: 1m 49s. Rate: 232.59 forecasts/min
[2025-12-22T20:35:17.961650] [DEBUG] [REMOTE    ] PAX: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:17.962487] [DEBUG] [LOCAL     ] Loaded configuration for PAX: 3 features, N/A% accuracy
[2025-12-22T20:35:17.962542] [INFO ] [LOCAL     ] PAX: Loaded 3 optimal features with 45.10% confidence from JSON config
[2025-12-22T20:35:17.962595] [DEBUG] [MAG       ] Building data for symbol: PAX with lookback: 0
[2025-12-22T20:35:17.963387] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:35:17.963446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:17.966997] [DEBUG] [MAG       ] STEM: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:17.968100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-22T20:35:17.968817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-22T20:35:17.971067] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:18.014863] [DEBUG] [MAG       ] ANF: Last date is validated at 2025-12-22
[2025-12-22T20:35:18.031467] [INFO ] [LOCAL     ] PMAX: Saved forecast.
[2025-12-22T20:35:18.031559] [INFO ] [main      ] PMAX: Signal=1 (Conf=100.0%), Magnitude=15.76% (Conf=47.8997%)
[2025-12-22T20:35:18.032321] [INFO ] [main      ] Fetching symbol history for AN...
[2025-12-22T20:35:18.032377] [DEBUG] [REMOTE    ] AN: Fetching historical data.
[2025-12-22T20:35:18.032698] [INFO ] [main      ] Progress: 6/426 forecasts completed (1.4%). PMAX finished in 0.6s. ETA: 1m 36s. Rate: 262.53 forecasts/min
[2025-12-22T20:35:18.048299] [DEBUG] [REMOTE    ] AN: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:18.049612] [DEBUG] [LOCAL     ] Loaded configuration for AN: 5 features, N/A% accuracy
[2025-12-22T20:35:18.049675] [INFO ] [LOCAL     ] AN: Loaded 5 optimal features with 60.13% confidence from JSON config
[2025-12-22T20:35:18.049767] [DEBUG] [MAG       ] Building data for symbol: AN with lookback: 0
[2025-12-22T20:35:18.050764] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:18.050828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:18.052025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:35:18.052970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:35:18.054291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-22T20:35:18.055767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-22T20:35:18.057533] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:18.077509] [INFO ] [LOCAL     ] STEM: Saved forecast.
[2025-12-22T20:35:18.077616] [INFO ] [main      ] STEM: Signal=1 (Conf=100.0%), Magnitude=6.28% (Conf=59.8362%)
[2025-12-22T20:35:18.078151] [INFO ] [main      ] Fetching symbol history for TFII...
[2025-12-22T20:35:18.078205] [DEBUG] [REMOTE    ] TFII: Fetching historical data.
[2025-12-22T20:35:18.079692] [INFO ] [main      ] Progress: 7/426 forecasts completed (1.6%). STEM finished in 0.7s. ETA: 1m 25s. Rate: 296.13 forecasts/min
[2025-12-22T20:35:18.092750] [DEBUG] [REMOTE    ] TFII: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:18.094676] [DEBUG] [LOCAL     ] Loaded configuration for TFII: 11 features, N/A% accuracy
[2025-12-22T20:35:18.094741] [INFO ] [LOCAL     ] TFII: Loaded 11 optimal features with 54.73% confidence from JSON config
[2025-12-22T20:35:18.094774] [DEBUG] [MAG       ] Building data for symbol: TFII with lookback: 0
[2025-12-22T20:35:18.095750] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-22T20:35:18.095819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:18.097704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:18.098397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:18.098921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:35:18.194612] [DEBUG] [MAG       ] ANF: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:18.213187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:35:18.214428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-22T20:35:18.215187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-22T20:35:18.234819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-22T20:35:18.236779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-22T20:35:18.239142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-22T20:35:18.240513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-22T20:35:18.241376] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:18.308684] [DEBUG] [MAG       ] PAX: Last date is validated at 2025-12-22
[2025-12-22T20:35:18.334918] [INFO ] [LOCAL     ] ANF: Saved forecast.
[2025-12-22T20:35:18.335002] [INFO ] [main      ] ANF: Signal=1 (Conf=100.0%), Magnitude=2.48% (Conf=52.596%)
[2025-12-22T20:35:18.335511] [INFO ] [main      ] Fetching symbol history for NKSH...
[2025-12-22T20:35:18.335583] [DEBUG] [REMOTE    ] NKSH: Fetching historical data.
[2025-12-22T20:35:18.335702] [INFO ] [main      ] Progress: 8/426 forecasts completed (1.9%). ANF finished in 0.8s. ETA: 1m 27s. Rate: 286.69 forecasts/min
[2025-12-22T20:35:18.347411] [DEBUG] [REMOTE    ] NKSH: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:18.348778] [DEBUG] [LOCAL     ] Loaded configuration for NKSH: 3 features, N/A% accuracy
[2025-12-22T20:35:18.348840] [INFO ] [LOCAL     ] NKSH: Loaded 3 optimal features with 55.28% confidence from JSON config
[2025-12-22T20:35:18.348888] [DEBUG] [MAG       ] Building data for symbol: NKSH with lookback: 0
[2025-12-22T20:35:18.349911] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:35:18.349974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:18.351094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-22T20:35:18.352021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-22T20:35:18.355632] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:18.420539] [DEBUG] [MAG       ] AN: Last date is validated at 2025-12-22
[2025-12-22T20:35:18.477304] [DEBUG] [MAG       ] PAX: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:18.548297] [INFO ] [LOCAL     ] PAX: Saved forecast.
[2025-12-22T20:35:18.548370] [INFO ] [main      ] PAX: Signal=1 (Conf=100.0%), Magnitude=0.39% (Conf=45.1008%)
[2025-12-22T20:35:18.549032] [INFO ] [main      ] Fetching symbol history for VALE...
[2025-12-22T20:35:18.549086] [DEBUG] [REMOTE    ] VALE: Fetching historical data.
[2025-12-22T20:35:18.550732] [INFO ] [main      ] Progress: 9/426 forecasts completed (2.1%). PAX finished in 0.6s. ETA: 1m 28s. Rate: 285.82 forecasts/min
[2025-12-22T20:35:18.561563] [DEBUG] [REMOTE    ] VALE: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:18.562462] [DEBUG] [LOCAL     ] Loaded configuration for VALE: 5 features, N/A% accuracy
[2025-12-22T20:35:18.562522] [INFO ] [LOCAL     ] VALE: Loaded 5 optimal features with 53.62% confidence from JSON config
[2025-12-22T20:35:18.562556] [DEBUG] [MAG       ] Building data for symbol: VALE with lookback: 0
[2025-12-22T20:35:18.563455] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:18.563518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:18.568460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:18.570384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:18.570984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:18.571431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:18.572201] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:18.607026] [DEBUG] [MAG       ] AN: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:18.610062] [DEBUG] [MAG       ] TFII: Last date is validated at 2025-12-22
[2025-12-22T20:35:18.720763] [DEBUG] [MAG       ] NKSH: Last date is validated at 2025-12-22
[2025-12-22T20:35:18.725525] [INFO ] [LOCAL     ] AN: Saved forecast.
[2025-12-22T20:35:18.725631] [INFO ] [main      ] AN: Signal=1 (Conf=100.0%), Magnitude=-2.63% (Conf=60.1305%)
[2025-12-22T20:35:18.726103] [INFO ] [main      ] Fetching symbol history for PFIS...
[2025-12-22T20:35:18.726156] [DEBUG] [REMOTE    ] PFIS: Fetching historical data.
[2025-12-22T20:35:18.726708] [INFO ] [main      ] Progress: 10/426 forecasts completed (2.3%). AN finished in 0.7s. ETA: 1m 26s. Rate: 290.52 forecasts/min
[2025-12-22T20:35:18.739704] [DEBUG] [REMOTE    ] PFIS: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:18.741100] [DEBUG] [LOCAL     ] Loaded configuration for PFIS: 7 features, N/A% accuracy
[2025-12-22T20:35:18.741159] [INFO ] [LOCAL     ] PFIS: Loaded 7 optimal features with 62.79% confidence from JSON config
[2025-12-22T20:35:18.741190] [DEBUG] [MAG       ] Building data for symbol: PFIS with lookback: 0
[2025-12-22T20:35:18.742202] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-22T20:35:18.742277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:18.747434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:18.749483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:18.750086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:18.750560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:18.753090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-22T20:35:18.754193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-22T20:35:18.755871] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:18.785842] [DEBUG] [MAG       ] TFII: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:18.896373] [DEBUG] [MAG       ] NKSH: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:18.907078] [DEBUG] [MAG       ] VALE: Last date is validated at 2025-12-22
[2025-12-22T20:35:18.917859] [INFO ] [LOCAL     ] TFII: Saved forecast.
[2025-12-22T20:35:18.917946] [INFO ] [main      ] TFII: Signal=1 (Conf=100.0%), Magnitude=1.75% (Conf=54.7349%)
[2025-12-22T20:35:18.918475] [INFO ] [main      ] Progress: 11/426 forecasts completed (2.6%). TFII finished in 0.8s. ETA: 1m 25s. Rate: 292.41 forecasts/min
[2025-12-22T20:35:18.918660] [INFO ] [main      ] Fetching symbol history for IBM...
[2025-12-22T20:35:18.918709] [DEBUG] [REMOTE    ] IBM: Fetching historical data.
[2025-12-22T20:35:18.934255] [DEBUG] [REMOTE    ] IBM: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:18.935364] [DEBUG] [LOCAL     ] Loaded configuration for IBM: 3 features, N/A% accuracy
[2025-12-22T20:35:18.935420] [INFO ] [LOCAL     ] IBM: Loaded 3 optimal features with 72.49% confidence from JSON config
[2025-12-22T20:35:18.935452] [DEBUG] [MAG       ] Building data for symbol: IBM with lookback: 0
[2025-12-22T20:35:18.936365] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:35:18.936430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:18.937281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:18.938261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:35:18.940115] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:18.978742] [INFO ] [LOCAL     ] NKSH: Saved forecast.
[2025-12-22T20:35:18.978881] [INFO ] [main      ] NKSH: Signal=1 (Conf=100.0%), Magnitude=1.64% (Conf=55.2775%)
[2025-12-22T20:35:18.979521] [INFO ] [main      ] Fetching symbol history for RAIL...
[2025-12-22T20:35:18.979593] [DEBUG] [REMOTE    ] RAIL: Fetching historical data.
[2025-12-22T20:35:18.980684] [INFO ] [main      ] Progress: 12/426 forecasts completed (2.8%). NKSH finished in 0.6s. ETA: 1m 20s. Rate: 310.44 forecasts/min
[2025-12-22T20:35:18.992598] [DEBUG] [REMOTE    ] RAIL: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:18.993669] [DEBUG] [LOCAL     ] Loaded configuration for RAIL: 1 features, N/A% accuracy
[2025-12-22T20:35:18.993727] [INFO ] [LOCAL     ] RAIL: Loaded 1 optimal features with 49.20% confidence from JSON config
[2025-12-22T20:35:18.993759] [DEBUG] [MAG       ] Building data for symbol: RAIL with lookback: 0
[2025-12-22T20:35:18.994643] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-22T20:35:18.994702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-22T20:35:18.999031] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:19.077316] [DEBUG] [MAG       ] VALE: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:19.114425] [DEBUG] [MAG       ] PFIS: Last date is validated at 2025-12-22
[2025-12-22T20:35:19.138446] [INFO ] [LOCAL     ] VALE: Saved forecast.
[2025-12-22T20:35:19.138518] [INFO ] [main      ] VALE: Signal=1 (Conf=100.0%), Magnitude=0.26% (Conf=53.6249%)
[2025-12-22T20:35:19.138704] [INFO ] [main      ] Fetching symbol history for VLO...
[2025-12-22T20:35:19.138749] [DEBUG] [REMOTE    ] VLO: Fetching historical data.
[2025-12-22T20:35:19.140728] [INFO ] [main      ] Progress: 13/426 forecasts completed (3.1%). VALE finished in 0.6s. ETA: 1m 19s. Rate: 314.60 forecasts/min
[2025-12-22T20:35:19.151082] [DEBUG] [REMOTE    ] VLO: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:19.151961] [DEBUG] [LOCAL     ] Loaded configuration for VLO: 4 features, N/A% accuracy
[2025-12-22T20:35:19.152016] [INFO ] [LOCAL     ] VLO: Loaded 4 optimal features with 52.81% confidence from JSON config
[2025-12-22T20:35:19.152047] [DEBUG] [MAG       ] Building data for symbol: VLO with lookback: 0
[2025-12-22T20:35:19.152871] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:19.152938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:19.154643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:19.155183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:19.155648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:19.156448] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:19.291702] [DEBUG] [MAG       ] PFIS: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:19.294079] [DEBUG] [MAG       ] IBM: Last date is validated at 2025-12-22
[2025-12-22T20:35:19.346886] [DEBUG] [MAG       ] RAIL: Last date is validated at 2025-12-22
[2025-12-22T20:35:19.391482] [INFO ] [LOCAL     ] PFIS: Saved forecast.
[2025-12-22T20:35:19.391589] [INFO ] [main      ] PFIS: Signal=1 (Conf=100.0%), Magnitude=-0.50% (Conf=62.7871%)
[2025-12-22T20:35:19.392161] [INFO ] [main      ] Fetching symbol history for BPYPM...
[2025-12-22T20:35:19.392219] [DEBUG] [REMOTE    ] BPYPM: Fetching historical data.
[2025-12-22T20:35:19.392771] [INFO ] [main      ] Progress: 14/426 forecasts completed (3.3%). PFIS finished in 0.7s. ETA: 1m 20s. Rate: 307.54 forecasts/min
[2025-12-22T20:35:19.408475] [DEBUG] [REMOTE    ] BPYPM: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:19.409937] [DEBUG] [LOCAL     ] Loaded configuration for BPYPM: 4 features, N/A% accuracy
[2025-12-22T20:35:19.410000] [INFO ] [LOCAL     ] BPYPM: Loaded 4 optimal features with 61.76% confidence from JSON config
[2025-12-22T20:35:19.410034] [DEBUG] [MAG       ] Building data for symbol: BPYPM with lookback: 0
[2025-12-22T20:35:19.411536] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:19.411676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:19.417153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:19.418105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-22T20:35:19.420403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-22T20:35:19.425315] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:19.491116] [DEBUG] [MAG       ] IBM: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:19.498659] [DEBUG] [MAG       ] VLO: Last date is validated at 2025-12-22
[2025-12-22T20:35:19.526466] [DEBUG] [MAG       ] RAIL: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:19.604100] [INFO ] [LOCAL     ] RAIL: Saved forecast.
[2025-12-22T20:35:19.604191] [INFO ] [main      ] RAIL: Signal=1 (Conf=100.0%), Magnitude=0.18% (Conf=49.2043%)
[2025-12-22T20:35:19.604418] [INFO ] [main      ] Fetching symbol history for LPSN...
[2025-12-22T20:35:19.604464] [DEBUG] [REMOTE    ] LPSN: Fetching historical data.
[2025-12-22T20:35:19.605138] [INFO ] [main      ] Progress: 15/426 forecasts completed (3.5%). RAIL finished in 0.6s. ETA: 1m 21s. Rate: 305.74 forecasts/min
[2025-12-22T20:35:19.619128] [DEBUG] [REMOTE    ] LPSN: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:19.620611] [DEBUG] [LOCAL     ] Loaded configuration for LPSN: 2 features, N/A% accuracy
[2025-12-22T20:35:19.620667] [INFO ] [LOCAL     ] LPSN: Loaded 2 optimal features with 48.89% confidence from JSON config
[2025-12-22T20:35:19.620698] [DEBUG] [MAG       ] Building data for symbol: LPSN with lookback: 0
[2025-12-22T20:35:19.621667] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:35:19.621740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:19.622553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-22T20:35:19.623244] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:19.637402] [INFO ] [LOCAL     ] IBM: Saved forecast.
[2025-12-22T20:35:19.637492] [INFO ] [main      ] IBM: Signal=1 (Conf=100.0%), Magnitude=-0.89% (Conf=72.4875%)
[2025-12-22T20:35:19.637746] [INFO ] [main      ] Fetching symbol history for FEPI...
[2025-12-22T20:35:19.637796] [DEBUG] [REMOTE    ] FEPI: Fetching historical data.
[2025-12-22T20:35:19.638966] [INFO ] [main      ] Progress: 16/426 forecasts completed (3.8%). IBM finished in 0.7s. ETA: 1m 16s. Rate: 322.41 forecasts/min
[2025-12-22T20:35:19.654045] [DEBUG] [REMOTE    ] FEPI: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:19.655149] [DEBUG] [LOCAL     ] Loaded configuration for FEPI: 4 features, N/A% accuracy
[2025-12-22T20:35:19.655202] [INFO ] [LOCAL     ] FEPI: Loaded 4 optimal features with 45.86% confidence from JSON config
[2025-12-22T20:35:19.655235] [DEBUG] [MAG       ] Building data for symbol: FEPI with lookback: 0
[2025-12-22T20:35:19.656157] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:19.656254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:19.658118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:19.660967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:19.661421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:19.662403] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:19.665774] [DEBUG] [MAG       ] VLO: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:19.790953] [INFO ] [LOCAL     ] VLO: Saved forecast.
[2025-12-22T20:35:19.791019] [INFO ] [main      ] VLO: Signal=1 (Conf=100.0%), Magnitude=1.02% (Conf=52.8113%)
[2025-12-22T20:35:19.791375] [INFO ] [main      ] Fetching symbol history for NIC...
[2025-12-22T20:35:19.791424] [DEBUG] [REMOTE    ] NIC: Fetching historical data.
[2025-12-22T20:35:19.791731] [INFO ] [main      ] Progress: 17/426 forecasts completed (4.0%). VLO finished in 0.7s. ETA: 1m 15s. Rate: 325.85 forecasts/min
[2025-12-22T20:35:19.802342] [DEBUG] [REMOTE    ] NIC: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:19.803462] [DEBUG] [LOCAL     ] Loaded configuration for NIC: 5 features, N/A% accuracy
[2025-12-22T20:35:19.803518] [INFO ] [LOCAL     ] NIC: Loaded 5 optimal features with 49.74% confidence from JSON config
[2025-12-22T20:35:19.803551] [DEBUG] [MAG       ] Building data for symbol: NIC with lookback: 0
[2025-12-22T20:35:19.804369] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:19.804429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:19.806231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:19.806809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:19.807310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:35:19.835834] [DEBUG] [MAG       ] BPYPM: Last date is validated at 2025-12-22
[2025-12-22T20:35:19.856171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-22T20:35:19.859159] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:19.979701] [DEBUG] [MAG       ] LPSN: Last date is validated at 2025-12-22
[2025-12-22T20:35:20.011137] [DEBUG] [MAG       ] BPYPM: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:20.018668] [DEBUG] [MAG       ] FEPI: Last date is validated at 2025-12-22
[2025-12-22T20:35:20.083444] [INFO ] [LOCAL     ] BPYPM: Saved forecast.
[2025-12-22T20:35:20.083535] [INFO ] [main      ] BPYPM: Signal=1 (Conf=100.0%), Magnitude=0.38% (Conf=61.7618%)
[2025-12-22T20:35:20.084278] [INFO ] [main      ] Fetching symbol history for ECPG...
[2025-12-22T20:35:20.084343] [DEBUG] [REMOTE    ] ECPG: Fetching historical data.
[2025-12-22T20:35:20.085545] [INFO ] [main      ] Progress: 18/426 forecasts completed (4.2%). BPYPM finished in 0.7s. ETA: 1m 18s. Rate: 315.41 forecasts/min
[2025-12-22T20:35:20.100333] [DEBUG] [REMOTE    ] ECPG: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:20.101497] [DEBUG] [LOCAL     ] Loaded configuration for ECPG: 7 features, N/A% accuracy
[2025-12-22T20:35:20.101551] [INFO ] [LOCAL     ] ECPG: Loaded 7 optimal features with 51.10% confidence from JSON config
[2025-12-22T20:35:20.101604] [DEBUG] [MAG       ] Building data for symbol: ECPG with lookback: 0
[2025-12-22T20:35:20.102528] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-22T20:35:20.102616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:20.107597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:20.109532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:20.110070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:20.110850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:35:20.190318] [DEBUG] [MAG       ] LPSN: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:20.204104] [DEBUG] [MAG       ] NIC: Last date is validated at 2025-12-22
[2025-12-22T20:35:20.228723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-22T20:35:20.231779] [DEBUG] [MAG       ] FEPI: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:20.234471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-22T20:35:20.235373] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:20.291724] [INFO ] [LOCAL     ] LPSN: Saved forecast.
[2025-12-22T20:35:20.291810] [INFO ] [main      ] LPSN: Signal=1 (Conf=100.0%), Magnitude=17.20% (Conf=48.8904%)
[2025-12-22T20:35:20.292025] [INFO ] [main      ] Fetching symbol history for BAM...
[2025-12-22T20:35:20.292069] [DEBUG] [REMOTE    ] BAM: Fetching historical data.
[2025-12-22T20:35:20.292956] [INFO ] [main      ] Progress: 19/426 forecasts completed (4.5%). LPSN finished in 0.7s. ETA: 1m 18s. Rate: 313.92 forecasts/min
[2025-12-22T20:35:20.309172] [DEBUG] [REMOTE    ] BAM: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:20.310406] [DEBUG] [LOCAL     ] Loaded configuration for BAM: 9 features, N/A% accuracy
[2025-12-22T20:35:20.310475] [INFO ] [LOCAL     ] BAM: Loaded 9 optimal features with 68.32% confidence from JSON config
[2025-12-22T20:35:20.310507] [DEBUG] [MAG       ] Building data for symbol: BAM with lookback: 0
[2025-12-22T20:35:20.311515] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-22T20:35:20.311602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:20.314776] [INFO ] [LOCAL     ] FEPI: Saved forecast.
[2025-12-22T20:35:20.314878] [INFO ] [main      ] FEPI: Signal=1 (Conf=100.0%), Magnitude=1.16% (Conf=45.8567%)
[2025-12-22T20:35:20.315420] [INFO ] [main      ] Fetching symbol history for KBWB...
[2025-12-22T20:35:20.315475] [DEBUG] [REMOTE    ] KBWB: Fetching historical data.
[2025-12-22T20:35:20.315705] [INFO ] [main      ] Progress: 20/426 forecasts completed (4.7%). FEPI finished in 0.7s. ETA: 1m 14s. Rate: 328.38 forecasts/min
[2025-12-22T20:35:20.317599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:20.319880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:20.320632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:20.321428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:20.322298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:35:20.323113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-22T20:35:20.326129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-22T20:35:20.327152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-22T20:35:20.328245] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:20.330399] [DEBUG] [REMOTE    ] KBWB: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:20.331626] [DEBUG] [LOCAL     ] Loaded configuration for KBWB: 4 features, N/A% accuracy
[2025-12-22T20:35:20.331699] [INFO ] [LOCAL     ] KBWB: Loaded 4 optimal features with 52.08% confidence from JSON config
[2025-12-22T20:35:20.331735] [DEBUG] [MAG       ] Building data for symbol: KBWB with lookback: 0
[2025-12-22T20:35:20.332724] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:20.332788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:35:20.334631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-22T20:35:20.337738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-22T20:35:20.339324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-22T20:35:20.342485] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:20.375143] [DEBUG] [MAG       ] NIC: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:20.487684] [INFO ] [LOCAL     ] NIC: Saved forecast.
[2025-12-22T20:35:20.487756] [INFO ] [main      ] NIC: Signal=1 (Conf=100.0%), Magnitude=0.35% (Conf=49.7359%)
[2025-12-22T20:35:20.488135] [INFO ] [main      ] Fetching symbol history for BFIN...
[2025-12-22T20:35:20.488185] [DEBUG] [REMOTE    ] BFIN: Fetching historical data.
[2025-12-22T20:35:20.488715] [INFO ] [main      ] Progress: 21/426 forecasts completed (4.9%). NIC finished in 0.7s. ETA: 1m 14s. Rate: 329.21 forecasts/min
[2025-12-22T20:35:20.500709] [DEBUG] [REMOTE    ] BFIN: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:20.501789] [DEBUG] [LOCAL     ] Loaded configuration for BFIN: 5 features, N/A% accuracy
[2025-12-22T20:35:20.501842] [INFO ] [LOCAL     ] BFIN: Loaded 5 optimal features with 51.78% confidence from JSON config
[2025-12-22T20:35:20.501873] [DEBUG] [MAG       ] Building data for symbol: BFIN with lookback: 0
[2025-12-22T20:35:20.502691] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:20.502760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:20.504494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:20.505026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:20.505430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-22T20:35:20.523116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-22T20:35:20.524625] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:20.616177] [DEBUG] [MAG       ] ECPG: Last date is validated at 2025-12-22
[2025-12-22T20:35:20.687346] [DEBUG] [MAG       ] BAM: Last date is validated at 2025-12-22
[2025-12-22T20:35:20.692220] [DEBUG] [MAG       ] KBWB: Last date is validated at 2025-12-22
[2025-12-22T20:35:20.790294] [DEBUG] [MAG       ] ECPG: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:20.857328] [DEBUG] [MAG       ] BFIN: Last date is validated at 2025-12-22
[2025-12-22T20:35:20.861832] [DEBUG] [MAG       ] KBWB: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:20.878292] [DEBUG] [MAG       ] BAM: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:20.900834] [INFO ] [LOCAL     ] ECPG: Saved forecast.
[2025-12-22T20:35:20.900930] [INFO ] [main      ] ECPG: Signal=1 (Conf=100.0%), Magnitude=-2.14% (Conf=51.1049%)
[2025-12-22T20:35:20.901230] [INFO ] [main      ] Fetching symbol history for BSMS...
[2025-12-22T20:35:20.901281] [DEBUG] [REMOTE    ] BSMS: Fetching historical data.
[2025-12-22T20:35:20.903731] [INFO ] [main      ] Progress: 22/426 forecasts completed (5.2%). ECPG finished in 0.8s. ETA: 1m 18s. Rate: 311.15 forecasts/min
[2025-12-22T20:35:20.917394] [DEBUG] [REMOTE    ] BSMS: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:20.919337] [DEBUG] [LOCAL     ] Loaded configuration for BSMS: 16 features, N/A% accuracy
[2025-12-22T20:35:20.919392] [INFO ] [LOCAL     ] BSMS: Loaded 16 optimal features with 31.04% confidence from JSON config
[2025-12-22T20:35:20.919424] [DEBUG] [MAG       ] Building data for symbol: BSMS with lookback: 0
[2025-12-22T20:35:20.920366] [DEBUG] [FEATURES  ] DataBuilder: Executing 16 feature methods.
[2025-12-22T20:35:20.920436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:20.925651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:20.927521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:20.928068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:20.928565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:20.928994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:20.929815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:20.930713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:20.933397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:35:20.963059] [INFO ] [LOCAL     ] KBWB: Saved forecast.
[2025-12-22T20:35:20.963141] [INFO ] [main      ] KBWB: Signal=1 (Conf=100.0%), Magnitude=0.10% (Conf=52.0759%)
[2025-12-22T20:35:20.963678] [INFO ] [main      ] Fetching symbol history for AGNCO...
[2025-12-22T20:35:20.963737] [DEBUG] [REMOTE    ] AGNCO: Fetching historical data.
[2025-12-22T20:35:20.963741] [INFO ] [main      ] Progress: 23/426 forecasts completed (5.4%). KBWB finished in 0.6s. ETA: 1m 15s. Rate: 320.76 forecasts/min
[2025-12-22T20:35:20.978269] [DEBUG] [REMOTE    ] AGNCO: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:20.979525] [DEBUG] [LOCAL     ] Loaded configuration for AGNCO: 8 features, N/A% accuracy
[2025-12-22T20:35:20.979605] [INFO ] [LOCAL     ] AGNCO: Loaded 8 optimal features with 26.73% confidence from JSON config
[2025-12-22T20:35:20.979639] [DEBUG] [MAG       ] Building data for symbol: AGNCO with lookback: 0
[2025-12-22T20:35:20.980595] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-22T20:35:20.980664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:20.985780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:20.987777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:20.987851] [INFO ] [LOCAL     ] BAM: Saved forecast.
[2025-12-22T20:35:20.987952] [INFO ] [main      ] BAM: Signal=1 (Conf=100.0%), Magnitude=0.99% (Conf=68.3196%)
[2025-12-22T20:35:20.988187] [INFO ] [main      ] Fetching symbol history for FWRD...
[2025-12-22T20:35:20.988245] [DEBUG] [REMOTE    ] FWRD: Fetching historical data.
[2025-12-22T20:35:20.988337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:20.988825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:35:20.988981] [INFO ] [main      ] Progress: 24/426 forecasts completed (5.6%). BAM finished in 0.7s. ETA: 1m 12s. Rate: 332.75 forecasts/min
[2025-12-22T20:35:20.996096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:20.996799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-22T20:35:20.998375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-22T20:35:21.000704] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:21.011285] [DEBUG] [REMOTE    ] FWRD: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:21.012824] [DEBUG] [LOCAL     ] Loaded configuration for FWRD: 3 features, N/A% accuracy
[2025-12-22T20:35:21.012896] [INFO ] [LOCAL     ] FWRD: Loaded 3 optimal features with 51.30% confidence from JSON config
[2025-12-22T20:35:21.012929] [DEBUG] [MAG       ] Building data for symbol: FWRD with lookback: 0
[2025-12-22T20:35:21.014006] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:35:21.014070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:21.014990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:21.017627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:21.019517] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:21.029106] [DEBUG] [MAG       ] BFIN: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:21.052227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:35:21.054645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:35:21.091938] [INFO ] [LOCAL     ] BFIN: Saved forecast.
[2025-12-22T20:35:21.092015] [INFO ] [main      ] BFIN: Signal=1 (Conf=100.0%), Magnitude=-0.77% (Conf=51.7838%)
[2025-12-22T20:35:21.092415] [INFO ] [main      ] Fetching symbol history for PTON...
[2025-12-22T20:35:21.092465] [DEBUG] [REMOTE    ] PTON: Fetching historical data.
[2025-12-22T20:35:21.092696] [INFO ] [main      ] Progress: 25/426 forecasts completed (5.9%). BFIN finished in 0.6s. ETA: 1m 11s. Rate: 338.50 forecasts/min
[2025-12-22T20:35:21.094625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:35:21.095770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:35:21.104146] [DEBUG] [REMOTE    ] PTON: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:21.105249] [DEBUG] [LOCAL     ] Loaded configuration for PTON: 5 features, N/A% accuracy
[2025-12-22T20:35:21.105301] [INFO ] [LOCAL     ] PTON: Loaded 5 optimal features with 70.41% confidence from JSON config
[2025-12-22T20:35:21.105332] [DEBUG] [MAG       ] Building data for symbol: PTON with lookback: 0
[2025-12-22T20:35:21.106140] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:21.106206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:21.107944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:21.108456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:21.109309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:21.111640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-22T20:35:21.113199] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:21.140913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:35:21.142131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-22T20:35:21.144404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-22T20:35:21.147307] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:21.364291] [DEBUG] [MAG       ] AGNCO: Last date is validated at 2025-12-22
[2025-12-22T20:35:21.377137] [DEBUG] [MAG       ] FWRD: Last date is validated at 2025-12-22
[2025-12-22T20:35:21.446512] [DEBUG] [MAG       ] PTON: Last date is validated at 2025-12-22
[2025-12-22T20:35:21.504460] [DEBUG] [MAG       ] BSMS: Last date is validated at 2025-12-22
[2025-12-22T20:35:21.539552] [DEBUG] [MAG       ] AGNCO: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:21.564372] [DEBUG] [MAG       ] FWRD: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:21.607418] [INFO ] [LOCAL     ] AGNCO: Saved forecast.
[2025-12-22T20:35:21.607511] [INFO ] [main      ] AGNCO: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=26.7284%)
[2025-12-22T20:35:21.607756] [INFO ] [main      ] Fetching symbol history for FCTE...
[2025-12-22T20:35:21.607806] [DEBUG] [REMOTE    ] FCTE: Fetching historical data.
[2025-12-22T20:35:21.609101] [INFO ] [main      ] Progress: 26/426 forecasts completed (6.1%). AGNCO finished in 0.6s. ETA: 1m 16s. Rate: 315.30 forecasts/min
[2025-12-22T20:35:21.611797] [DEBUG] [MAG       ] PTON: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:21.623843] [DEBUG] [REMOTE    ] FCTE: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:21.625292] [DEBUG] [LOCAL     ] Loaded configuration for FCTE: 2 features, N/A% accuracy
[2025-12-22T20:35:21.625352] [INFO ] [LOCAL     ] FCTE: Loaded 2 optimal features with 48.32% confidence from JSON config
[2025-12-22T20:35:21.625384] [DEBUG] [MAG       ] Building data for symbol: FCTE with lookback: 0
[2025-12-22T20:35:21.626419] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:35:21.626481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:21.631978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-22T20:35:21.634197] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:21.661609] [INFO ] [LOCAL     ] FWRD: Saved forecast.
[2025-12-22T20:35:21.661704] [INFO ] [main      ] FWRD: Signal=1 (Conf=100.0%), Magnitude=-4.22% (Conf=51.296%)
[2025-12-22T20:35:21.662327] [INFO ] [main      ] Progress: 27/426 forecasts completed (6.3%). FWRD finished in 0.7s. ETA: 1m 14s. Rate: 323.94 forecasts/min
[2025-12-22T20:35:21.662525] [INFO ] [main      ] Fetching symbol history for ONTO...
[2025-12-22T20:35:21.662588] [DEBUG] [REMOTE    ] ONTO: Fetching historical data.
[2025-12-22T20:35:21.681045] [DEBUG] [REMOTE    ] ONTO: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:21.684649] [DEBUG] [LOCAL     ] Loaded configuration for ONTO: 1 features, N/A% accuracy
[2025-12-22T20:35:21.684749] [INFO ] [LOCAL     ] ONTO: Loaded 1 optimal features with 55.07% confidence from JSON config
[2025-12-22T20:35:21.684784] [DEBUG] [MAG       ] Building data for symbol: ONTO with lookback: 0
[2025-12-22T20:35:21.686035] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-22T20:35:21.686288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:21.698527] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:21.706326] [DEBUG] [MAG       ] BSMS: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:21.750423] [INFO ] [LOCAL     ] PTON: Saved forecast.
[2025-12-22T20:35:21.750493] [INFO ] [main      ] PTON: Signal=1 (Conf=100.0%), Magnitude=-1.63% (Conf=70.4097%)
[2025-12-22T20:35:21.750889] [INFO ] [main      ] Fetching symbol history for IONS...
[2025-12-22T20:35:21.750940] [DEBUG] [REMOTE    ] IONS: Fetching historical data.
[2025-12-22T20:35:21.752798] [INFO ] [main      ] Progress: 28/426 forecasts completed (6.6%). PTON finished in 0.7s. ETA: 1m 12s. Rate: 329.97 forecasts/min
[2025-12-22T20:35:21.762880] [DEBUG] [REMOTE    ] IONS: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:21.763966] [DEBUG] [LOCAL     ] Loaded configuration for IONS: 9 features, N/A% accuracy
[2025-12-22T20:35:21.764018] [INFO ] [LOCAL     ] IONS: Loaded 9 optimal features with 53.82% confidence from JSON config
[2025-12-22T20:35:21.764048] [DEBUG] [MAG       ] Building data for symbol: IONS with lookback: 0
[2025-12-22T20:35:21.764854] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-22T20:35:21.764931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:21.770099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:21.771867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:21.772358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:21.772799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:21.773540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:35:21.793708] [INFO ] [LOCAL     ] BSMS: Saved forecast.
[2025-12-22T20:35:21.793802] [INFO ] [main      ] BSMS: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=31.0434%)
[2025-12-22T20:35:21.794323] [INFO ] [main      ] Fetching symbol history for HLI...
[2025-12-22T20:35:21.794377] [DEBUG] [REMOTE    ] HLI: Fetching historical data.
[2025-12-22T20:35:21.794533] [INFO ] [main      ] Progress: 29/426 forecasts completed (6.8%). BSMS finished in 0.9s. ETA: 1m 10s. Rate: 338.97 forecasts/min
[2025-12-22T20:35:21.818213] [DEBUG] [REMOTE    ] HLI: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:21.820679] [DEBUG] [LOCAL     ] Loaded configuration for HLI: 1 features, N/A% accuracy
[2025-12-22T20:35:21.820746] [INFO ] [LOCAL     ] HLI: Loaded 1 optimal features with 40.20% confidence from JSON config
[2025-12-22T20:35:21.820778] [DEBUG] [MAG       ] Building data for symbol: HLI with lookback: 0
[2025-12-22T20:35:21.821832] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-22T20:35:21.821894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-22T20:35:21.823450] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:21.885797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:35:21.924844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:35:21.926348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-22T20:35:21.927381] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:21.997803] [DEBUG] [MAG       ] FCTE: Last date is validated at 2025-12-22
[2025-12-22T20:35:22.065016] [DEBUG] [MAG       ] ONTO: Last date is validated at 2025-12-22
[2025-12-22T20:35:22.170753] [DEBUG] [MAG       ] HLI: Last date is validated at 2025-12-22
[2025-12-22T20:35:22.177266] [DEBUG] [MAG       ] FCTE: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:22.247225] [INFO ] [LOCAL     ] FCTE: Saved forecast.
[2025-12-22T20:35:22.247314] [INFO ] [main      ] FCTE: Signal=1 (Conf=100.0%), Magnitude=-1.10% (Conf=48.3171%)
[2025-12-22T20:35:22.247523] [INFO ] [main      ] Fetching symbol history for VIRC...
[2025-12-22T20:35:22.247988] [DEBUG] [REMOTE    ] VIRC: Fetching historical data.
[2025-12-22T20:35:22.248661] [INFO ] [main      ] Progress: 30/426 forecasts completed (7.0%). FCTE finished in 0.6s. ETA: 1m 14s. Rate: 322.16 forecasts/min
[2025-12-22T20:35:22.251439] [DEBUG] [MAG       ] ONTO: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:22.263812] [DEBUG] [REMOTE    ] VIRC: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:22.265530] [DEBUG] [LOCAL     ] Loaded configuration for VIRC: 7 features, N/A% accuracy
[2025-12-22T20:35:22.265629] [INFO ] [LOCAL     ] VIRC: Loaded 7 optimal features with 45.91% confidence from JSON config
[2025-12-22T20:35:22.265667] [DEBUG] [MAG       ] Building data for symbol: VIRC with lookback: 0
[2025-12-22T20:35:22.266773] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-22T20:35:22.266850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:22.268722] [DEBUG] [MAG       ] IONS: Last date is validated at 2025-12-22
[2025-12-22T20:35:22.272537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:22.274600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:22.275161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:22.275657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:22.276078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:22.277457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:22.280236] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:22.349221] [DEBUG] [MAG       ] HLI: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:22.389186] [INFO ] [LOCAL     ] ONTO: Saved forecast.
[2025-12-22T20:35:22.389275] [INFO ] [main      ] ONTO: Signal=1 (Conf=100.0%), Magnitude=4.62% (Conf=55.0682%)
[2025-12-22T20:35:22.389498] [INFO ] [main      ] Fetching symbol history for NAC...
[2025-12-22T20:35:22.389543] [DEBUG] [REMOTE    ] NAC: Fetching historical data.
[2025-12-22T20:35:22.390547] [INFO ] [main      ] Progress: 31/426 forecasts completed (7.3%). ONTO finished in 0.7s. ETA: 1m 13s. Rate: 324.66 forecasts/min
[2025-12-22T20:35:22.406358] [DEBUG] [REMOTE    ] NAC: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:22.408584] [DEBUG] [LOCAL     ] Loaded configuration for NAC: 6 features, N/A% accuracy
[2025-12-22T20:35:22.408654] [INFO ] [LOCAL     ] NAC: Loaded 6 optimal features with 32.57% confidence from JSON config
[2025-12-22T20:35:22.408687] [DEBUG] [MAG       ] Building data for symbol: NAC with lookback: 0
[2025-12-22T20:35:22.410008] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:35:22.410077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:22.415354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:22.416490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:22.419221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:35:22.434241] [DEBUG] [MAG       ] IONS: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:22.461381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-22T20:35:22.462029] [INFO ] [LOCAL     ] HLI: Saved forecast.
[2025-12-22T20:35:22.462126] [INFO ] [main      ] HLI: Signal=1 (Conf=100.0%), Magnitude=0.56% (Conf=40.2026%)
[2025-12-22T20:35:22.462354] [INFO ] [main      ] Fetching symbol history for LXEO...
[2025-12-22T20:35:22.462401] [DEBUG] [REMOTE    ] LXEO: Fetching historical data.
[2025-12-22T20:35:22.463706] [INFO ] [main      ] Progress: 32/426 forecasts completed (7.5%). HLI finished in 0.7s. ETA: 1m 11s. Rate: 330.90 forecasts/min
[2025-12-22T20:35:22.464739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-22T20:35:22.465756] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:22.479720] [DEBUG] [REMOTE    ] LXEO: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:22.481210] [DEBUG] [LOCAL     ] Loaded configuration for LXEO: 3 features, N/A% accuracy
[2025-12-22T20:35:22.481269] [INFO ] [LOCAL     ] LXEO: Loaded 3 optimal features with 51.84% confidence from JSON config
[2025-12-22T20:35:22.481300] [DEBUG] [MAG       ] Building data for symbol: LXEO with lookback: 0
[2025-12-22T20:35:22.482491] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:35:22.482551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:22.485050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-22T20:35:22.485789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-22T20:35:22.487352] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:22.561530] [INFO ] [LOCAL     ] IONS: Saved forecast.
[2025-12-22T20:35:22.561619] [INFO ] [main      ] IONS: Signal=1 (Conf=100.0%), Magnitude=1.15% (Conf=53.8161%)
[2025-12-22T20:35:22.562025] [INFO ] [main      ] Fetching symbol history for QBTS...
[2025-12-22T20:35:22.562077] [DEBUG] [REMOTE    ] QBTS: Fetching historical data.
[2025-12-22T20:35:22.562707] [INFO ] [main      ] Progress: 33/426 forecasts completed (7.7%). IONS finished in 0.8s. ETA: 1m 10s. Rate: 335.52 forecasts/min
[2025-12-22T20:35:22.574758] [DEBUG] [REMOTE    ] QBTS: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:22.575702] [DEBUG] [LOCAL     ] Loaded configuration for QBTS: 8 features, N/A% accuracy
[2025-12-22T20:35:22.575760] [INFO ] [LOCAL     ] QBTS: Loaded 8 optimal features with 61.34% confidence from JSON config
[2025-12-22T20:35:22.576169] [DEBUG] [MAG       ] Building data for symbol: QBTS with lookback: 0
[2025-12-22T20:35:22.577076] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-22T20:35:22.577144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:22.578066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-22T20:35:22.582306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:22.584051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:22.584518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-22T20:35:22.585538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-22T20:35:22.587194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-22T20:35:22.588206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-22T20:35:22.588888] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:22.656618] [DEBUG] [MAG       ] VIRC: Last date is validated at 2025-12-22
[2025-12-22T20:35:22.826619] [DEBUG] [MAG       ] NAC: Last date is validated at 2025-12-22
[2025-12-22T20:35:22.834092] [DEBUG] [MAG       ] VIRC: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:22.845026] [DEBUG] [MAG       ] LXEO: Last date is validated at 2025-12-22
[2025-12-22T20:35:22.913849] [INFO ] [LOCAL     ] VIRC: Saved forecast.
[2025-12-22T20:35:22.913920] [INFO ] [main      ] VIRC: Signal=1 (Conf=100.0%), Magnitude=-0.89% (Conf=45.9051%)
[2025-12-22T20:35:22.914200] [INFO ] [main      ] Fetching symbol history for OVLY...
[2025-12-22T20:35:22.914251] [DEBUG] [REMOTE    ] OVLY: Fetching historical data.
[2025-12-22T20:35:22.914706] [INFO ] [main      ] Progress: 34/426 forecasts completed (8.0%). VIRC finished in 0.7s. ETA: 1m 12s. Rate: 326.23 forecasts/min
[2025-12-22T20:35:22.925292] [DEBUG] [MAG       ] QBTS: Last date is validated at 2025-12-22
[2025-12-22T20:35:22.929310] [DEBUG] [REMOTE    ] OVLY: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:22.930531] [DEBUG] [LOCAL     ] Loaded configuration for OVLY: 7 features, N/A% accuracy
[2025-12-22T20:35:22.930609] [INFO ] [LOCAL     ] OVLY: Loaded 7 optimal features with 47.12% confidence from JSON config
[2025-12-22T20:35:22.930645] [DEBUG] [MAG       ] Building data for symbol: OVLY with lookback: 0
[2025-12-22T20:35:22.931515] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-22T20:35:22.931600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:22.936863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:22.938873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:22.939421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:22.939870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:22.942622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-22T20:35:22.945186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-22T20:35:22.963884] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:23.001401] [DEBUG] [MAG       ] NAC: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:23.022487] [DEBUG] [MAG       ] LXEO: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:23.072402] [INFO ] [LOCAL     ] NAC: Saved forecast.
[2025-12-22T20:35:23.072472] [INFO ] [main      ] NAC: Signal=1 (Conf=100.0%), Magnitude=0.29% (Conf=32.5736%)
[2025-12-22T20:35:23.072676] [INFO ] [main      ] Fetching symbol history for TKO...
[2025-12-22T20:35:23.072740] [DEBUG] [REMOTE    ] TKO: Fetching historical data.
[2025-12-22T20:35:23.074546] [INFO ] [main      ] Progress: 35/426 forecasts completed (8.2%). NAC finished in 0.7s. ETA: 1m 12s. Rate: 327.45 forecasts/min
[2025-12-22T20:35:23.088258] [DEBUG] [REMOTE    ] TKO: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:23.089535] [DEBUG] [LOCAL     ] Loaded configuration for TKO: 2 features, N/A% accuracy
[2025-12-22T20:35:23.089779] [INFO ] [LOCAL     ] TKO: Loaded 2 optimal features with 46.59% confidence from JSON config
[2025-12-22T20:35:23.089845] [DEBUG] [MAG       ] Building data for symbol: TKO with lookback: 0
[2025-12-22T20:35:23.091487] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:35:23.091548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:23.095527] [DEBUG] [MAG       ] QBTS: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:23.096443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:23.097267] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:23.100067] [INFO ] [LOCAL     ] LXEO: Saved forecast.
[2025-12-22T20:35:23.100157] [INFO ] [main      ] LXEO: Signal=1 (Conf=100.0%), Magnitude=3.60% (Conf=51.8446%)
[2025-12-22T20:35:23.100658] [INFO ] [main      ] Progress: 36/426 forecasts completed (8.5%). LXEO finished in 0.6s. ETA: 1m 10s. Rate: 335.44 forecasts/min
[2025-12-22T20:35:23.100818] [INFO ] [main      ] Fetching symbol history for VNQI...
[2025-12-22T20:35:23.100863] [DEBUG] [REMOTE    ] VNQI: Fetching historical data.
[2025-12-22T20:35:23.117885] [DEBUG] [REMOTE    ] VNQI: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:23.119104] [DEBUG] [LOCAL     ] Loaded configuration for VNQI: 2 features, N/A% accuracy
[2025-12-22T20:35:23.119160] [INFO ] [LOCAL     ] VNQI: Loaded 2 optimal features with 63.20% confidence from JSON config
[2025-12-22T20:35:23.119192] [DEBUG] [MAG       ] Building data for symbol: VNQI with lookback: 0
[2025-12-22T20:35:23.120135] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:35:23.120197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:35:23.121960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:35:23.123033] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:23.197711] [INFO ] [LOCAL     ] QBTS: Saved forecast.
[2025-12-22T20:35:23.197783] [INFO ] [main      ] QBTS: Signal=1 (Conf=100.0%), Magnitude=20.31% (Conf=61.3435%)
[2025-12-22T20:35:23.198173] [INFO ] [main      ] Progress: 37/426 forecasts completed (8.7%). QBTS finished in 0.6s. ETA: 1m 9s. Rate: 339.62 forecasts/min
[2025-12-22T20:35:23.198303] [INFO ] [main      ] Fetching symbol history for QDEL...
[2025-12-22T20:35:23.198346] [DEBUG] [REMOTE    ] QDEL: Fetching historical data.
[2025-12-22T20:35:23.209981] [DEBUG] [REMOTE    ] QDEL: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:23.210913] [DEBUG] [LOCAL     ] Loaded configuration for QDEL: 3 features, N/A% accuracy
[2025-12-22T20:35:23.210965] [INFO ] [LOCAL     ] QDEL: Loaded 3 optimal features with 57.30% confidence from JSON config
[2025-12-22T20:35:23.210995] [DEBUG] [MAG       ] Building data for symbol: QDEL with lookback: 0
[2025-12-22T20:35:23.211781] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:35:23.211840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:23.216533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-22T20:35:23.290344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-22T20:35:23.293338] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:23.325898] [DEBUG] [MAG       ] OVLY: Last date is validated at 2025-12-22
[2025-12-22T20:35:23.427778] [DEBUG] [MAG       ] TKO: Last date is validated at 2025-12-22
[2025-12-22T20:35:23.465370] [DEBUG] [MAG       ] VNQI: Last date is validated at 2025-12-22
[2025-12-22T20:35:23.496505] [DEBUG] [MAG       ] OVLY: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:23.579190] [INFO ] [LOCAL     ] OVLY: Saved forecast.
[2025-12-22T20:35:23.579259] [INFO ] [main      ] OVLY: Signal=1 (Conf=100.0%), Magnitude=-0.52% (Conf=47.1172%)
[2025-12-22T20:35:23.579719] [INFO ] [main      ] Fetching symbol history for IEP...
[2025-12-22T20:35:23.579771] [DEBUG] [REMOTE    ] IEP: Fetching historical data.
[2025-12-22T20:35:23.580656] [INFO ] [main      ] Progress: 38/426 forecasts completed (8.9%). OVLY finished in 0.7s. ETA: 1m 11s. Rate: 329.52 forecasts/min
[2025-12-22T20:35:23.591499] [DEBUG] [REMOTE    ] IEP: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:23.592653] [DEBUG] [LOCAL     ] Loaded configuration for IEP: 4 features, N/A% accuracy
[2025-12-22T20:35:23.592722] [INFO ] [LOCAL     ] IEP: Loaded 4 optimal features with 56.75% confidence from JSON config
[2025-12-22T20:35:23.592754] [DEBUG] [MAG       ] Building data for symbol: IEP with lookback: 0
[2025-12-22T20:35:23.593622] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:23.593681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:23.594767] [DEBUG] [MAG       ] TKO: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:23.595393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:23.595974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:23.596376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:35:23.630904] [DEBUG] [MAG       ] QDEL: Last date is validated at 2025-12-22
[2025-12-22T20:35:23.634659] [DEBUG] [MAG       ] VNQI: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:23.701787] [INFO ] [LOCAL     ] VNQI: Saved forecast.
[2025-12-22T20:35:23.701861] [INFO ] [main      ] VNQI: Signal=1 (Conf=100.0%), Magnitude=0.11% (Conf=63.1963%)
[2025-12-22T20:35:23.702045] [INFO ] [main      ] Fetching symbol history for INMD...
[2025-12-22T20:35:23.702100] [DEBUG] [REMOTE    ] INMD: Fetching historical data.
[2025-12-22T20:35:23.703488] [INFO ] [main      ] Progress: 39/426 forecasts completed (9.2%). VNQI finished in 0.6s. ETA: 1m 10s. Rate: 332.29 forecasts/min
[2025-12-22T20:35:23.714468] [INFO ] [LOCAL     ] TKO: Saved forecast.
[2025-12-22T20:35:23.714558] [INFO ] [main      ] TKO: Signal=1 (Conf=100.0%), Magnitude=-0.28% (Conf=46.5912%)
[2025-12-22T20:35:23.714871] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:23.715055] [INFO ] [main      ] Fetching symbol history for UPLD...
[2025-12-22T20:35:23.715122] [DEBUG] [REMOTE    ] UPLD: Fetching historical data.
[2025-12-22T20:35:23.715674] [INFO ] [main      ] Progress: 40/426 forecasts completed (9.4%). TKO finished in 0.6s. ETA: 1m 8s. Rate: 340.22 forecasts/min
[2025-12-22T20:35:23.717457] [DEBUG] [REMOTE    ] INMD: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:23.719267] [DEBUG] [LOCAL     ] Loaded configuration for INMD: 2 features, N/A% accuracy
[2025-12-22T20:35:23.719330] [INFO ] [LOCAL     ] INMD: Loaded 2 optimal features with 59.17% confidence from JSON config
[2025-12-22T20:35:23.719374] [DEBUG] [MAG       ] Building data for symbol: INMD with lookback: 0
[2025-12-22T20:35:23.720375] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:35:23.720438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:23.721258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:23.722237] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:23.732947] [DEBUG] [REMOTE    ] UPLD: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:23.733974] [DEBUG] [LOCAL     ] Loaded configuration for UPLD: 8 features, N/A% accuracy
[2025-12-22T20:35:23.734048] [INFO ] [LOCAL     ] UPLD: Loaded 8 optimal features with 72.51% confidence from JSON config
[2025-12-22T20:35:23.734091] [DEBUG] [MAG       ] Building data for symbol: UPLD with lookback: 0
[2025-12-22T20:35:23.735228] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-22T20:35:23.735309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:23.737336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:23.738136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:23.740868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:35:23.806542] [DEBUG] [MAG       ] QDEL: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:23.849108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:35:23.851099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:35:23.890327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-22T20:35:23.892736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-22T20:35:23.893825] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:23.909425] [INFO ] [LOCAL     ] QDEL: Saved forecast.
[2025-12-22T20:35:23.909493] [INFO ] [main      ] QDEL: Signal=1 (Conf=100.0%), Magnitude=2.12% (Conf=57.2988%)
[2025-12-22T20:35:23.909696] [INFO ] [main      ] Fetching symbol history for CNS...
[2025-12-22T20:35:23.909742] [DEBUG] [REMOTE    ] CNS: Fetching historical data.
[2025-12-22T20:35:23.911845] [INFO ] [main      ] Progress: 41/426 forecasts completed (9.6%). QDEL finished in 0.7s. ETA: 1m 8s. Rate: 339.29 forecasts/min
[2025-12-22T20:35:23.921395] [DEBUG] [REMOTE    ] CNS: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:23.922425] [DEBUG] [LOCAL     ] Loaded configuration for CNS: 6 features, N/A% accuracy
[2025-12-22T20:35:23.922476] [INFO ] [LOCAL     ] CNS: Loaded 6 optimal features with 55.48% confidence from JSON config
[2025-12-22T20:35:23.922507] [DEBUG] [MAG       ] Building data for symbol: CNS with lookback: 0
[2025-12-22T20:35:23.923352] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:35:23.923430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:23.928236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:23.930074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:23.930550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:23.930959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-22T20:35:23.931549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-22T20:35:23.932217] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:24.052304] [DEBUG] [MAG       ] INMD: Last date is validated at 2025-12-22
[2025-12-22T20:35:24.055139] [DEBUG] [MAG       ] IEP: Last date is validated at 2025-12-22
[2025-12-22T20:35:24.218467] [DEBUG] [MAG       ] INMD: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:24.223477] [DEBUG] [MAG       ] IEP: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:24.226613] [DEBUG] [MAG       ] UPLD: Last date is validated at 2025-12-22
[2025-12-22T20:35:24.285101] [INFO ] [LOCAL     ] IEP: Saved forecast.
[2025-12-22T20:35:24.285174] [INFO ] [main      ] IEP: Signal=1 (Conf=100.0%), Magnitude=-8.36% (Conf=56.7485%)
[2025-12-22T20:35:24.285582] [INFO ] [main      ] Fetching symbol history for AGNCM...
[2025-12-22T20:35:24.285638] [DEBUG] [REMOTE    ] AGNCM: Fetching historical data.
[2025-12-22T20:35:24.285667] [INFO ] [main      ] Progress: 42/426 forecasts completed (9.9%). IEP finished in 0.7s. ETA: 1m 10s. Rate: 330.52 forecasts/min
[2025-12-22T20:35:24.287072] [INFO ] [LOCAL     ] INMD: Saved forecast.
[2025-12-22T20:35:24.287144] [INFO ] [main      ] INMD: Signal=1 (Conf=100.0%), Magnitude=-0.45% (Conf=59.1717%)
[2025-12-22T20:35:24.287551] [INFO ] [main      ] Progress: 43/426 forecasts completed (10.1%). INMD finished in 0.6s. ETA: 1m 8s. Rate: 338.31 forecasts/min
[2025-12-22T20:35:24.287768] [INFO ] [main      ] Fetching symbol history for AMG...
[2025-12-22T20:35:24.287819] [DEBUG] [REMOTE    ] AMG: Fetching historical data.
[2025-12-22T20:35:24.290134] [DEBUG] [MAG       ] CNS: Last date is validated at 2025-12-22
[2025-12-22T20:35:24.297519] [DEBUG] [REMOTE    ] AGNCM: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:24.299491] [DEBUG] [LOCAL     ] Loaded configuration for AGNCM: 1 features, N/A% accuracy
[2025-12-22T20:35:24.299551] [INFO ] [LOCAL     ] AGNCM: Loaded 1 optimal features with 42.04% confidence from JSON config
[2025-12-22T20:35:24.299603] [DEBUG] [MAG       ] Building data for symbol: AGNCM with lookback: 0
[2025-12-22T20:35:24.300485] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-22T20:35:24.300545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-22T20:35:24.301375] [DEBUG] [REMOTE    ] AMG: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:24.302305] [DEBUG] [LOCAL     ] Loaded configuration for AMG: 5 features, N/A% accuracy
[2025-12-22T20:35:24.302368] [INFO ] [LOCAL     ] AMG: Loaded 5 optimal features with 52.99% confidence from JSON config
[2025-12-22T20:35:24.302400] [DEBUG] [MAG       ] Building data for symbol: AMG with lookback: 0
[2025-12-22T20:35:24.303184] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:24.303244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:24.303434] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:24.304130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:35:24.305129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:35:24.306321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-22T20:35:24.307019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-22T20:35:24.307767] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:24.395666] [DEBUG] [MAG       ] UPLD: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:24.458925] [INFO ] [LOCAL     ] UPLD: Saved forecast.
[2025-12-22T20:35:24.458992] [INFO ] [main      ] UPLD: Signal=1 (Conf=100.0%), Magnitude=0.28% (Conf=72.5113%)
[2025-12-22T20:35:24.459406] [INFO ] [main      ] Fetching symbol history for BUD...
[2025-12-22T20:35:24.459457] [DEBUG] [REMOTE    ] BUD: Fetching historical data.
[2025-12-22T20:35:24.459797] [INFO ] [main      ] Progress: 44/426 forecasts completed (10.3%). UPLD finished in 0.7s. ETA: 1m 8s. Rate: 338.53 forecasts/min
[2025-12-22T20:35:24.460113] [DEBUG] [MAG       ] CNS: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:24.472799] [DEBUG] [REMOTE    ] BUD: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:24.473975] [DEBUG] [LOCAL     ] Loaded configuration for BUD: 3 features, N/A% accuracy
[2025-12-22T20:35:24.474027] [INFO ] [LOCAL     ] BUD: Loaded 3 optimal features with 57.74% confidence from JSON config
[2025-12-22T20:35:24.474057] [DEBUG] [MAG       ] Building data for symbol: BUD with lookback: 0
[2025-12-22T20:35:24.474830] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:35:24.474890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:24.479614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-22T20:35:24.482404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-22T20:35:24.496569] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:24.553529] [INFO ] [LOCAL     ] CNS: Saved forecast.
[2025-12-22T20:35:24.553612] [INFO ] [main      ] CNS: Signal=1 (Conf=100.0%), Magnitude=0.12% (Conf=55.4765%)
[2025-12-22T20:35:24.553998] [INFO ] [main      ] Fetching symbol history for HSIC...
[2025-12-22T20:35:24.554050] [DEBUG] [REMOTE    ] HSIC: Fetching historical data.
[2025-12-22T20:35:24.554798] [INFO ] [main      ] Progress: 45/426 forecasts completed (10.6%). CNS finished in 0.6s. ETA: 1m 7s. Rate: 342.06 forecasts/min
[2025-12-22T20:35:24.565908] [DEBUG] [REMOTE    ] HSIC: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:24.566906] [DEBUG] [LOCAL     ] Loaded configuration for HSIC: 4 features, N/A% accuracy
[2025-12-22T20:35:24.566963] [INFO ] [LOCAL     ] HSIC: Loaded 4 optimal features with 53.85% confidence from JSON config
[2025-12-22T20:35:24.566995] [DEBUG] [MAG       ] Building data for symbol: HSIC with lookback: 0
[2025-12-22T20:35:24.567812] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:24.567873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:24.572710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:24.575211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:35:24.614449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:35:24.615727] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:24.640146] [DEBUG] [MAG       ] AMG: Last date is validated at 2025-12-22
[2025-12-22T20:35:24.646019] [DEBUG] [MAG       ] AGNCM: Last date is validated at 2025-12-22
[2025-12-22T20:35:24.806008] [DEBUG] [MAG       ] AMG: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:24.824001] [DEBUG] [MAG       ] AGNCM: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:24.830836] [DEBUG] [MAG       ] BUD: Last date is validated at 2025-12-22
[2025-12-22T20:35:24.882791] [INFO ] [LOCAL     ] AGNCM: Saved forecast.
[2025-12-22T20:35:24.882903] [INFO ] [main      ] AGNCM: Signal=1 (Conf=100.0%), Magnitude=0.15% (Conf=42.0371%)
[2025-12-22T20:35:24.883330] [INFO ] [main      ] Fetching symbol history for MYN...
[2025-12-22T20:35:24.883388] [DEBUG] [REMOTE    ] MYN: Fetching historical data.
[2025-12-22T20:35:24.883366] [INFO ] [main      ] Progress: 46/426 forecasts completed (10.8%). AGNCM finished in 0.6s. ETA: 1m 8s. Rate: 335.69 forecasts/min
[2025-12-22T20:35:24.895628] [DEBUG] [REMOTE    ] MYN: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:24.896569] [DEBUG] [LOCAL     ] Loaded configuration for MYN: 6 features, N/A% accuracy
[2025-12-22T20:35:24.896648] [INFO ] [LOCAL     ] MYN: Loaded 6 optimal features with 48.66% confidence from JSON config
[2025-12-22T20:35:24.896682] [DEBUG] [MAG       ] Building data for symbol: MYN with lookback: 0
[2025-12-22T20:35:24.897520] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:35:24.897607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:24.899447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:24.900031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:24.900443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:24.901388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:24.903901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:35:24.905544] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:24.915697] [INFO ] [LOCAL     ] AMG: Saved forecast.
[2025-12-22T20:35:24.915771] [INFO ] [main      ] AMG: Signal=1 (Conf=100.0%), Magnitude=0.11% (Conf=52.9908%)
[2025-12-22T20:35:24.915939] [INFO ] [main      ] Fetching symbol history for BLX...
[2025-12-22T20:35:24.915983] [DEBUG] [REMOTE    ] BLX: Fetching historical data.
[2025-12-22T20:35:24.917475] [INFO ] [main      ] Progress: 47/426 forecasts completed (11.0%). AMG finished in 0.6s. ETA: 1m 7s. Rate: 341.57 forecasts/min
[2025-12-22T20:35:24.929516] [DEBUG] [REMOTE    ] BLX: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:24.930676] [DEBUG] [LOCAL     ] Loaded configuration for BLX: 1 features, N/A% accuracy
[2025-12-22T20:35:24.930733] [INFO ] [LOCAL     ] BLX: Loaded 1 optimal features with 54.90% confidence from JSON config
[2025-12-22T20:35:24.930775] [DEBUG] [MAG       ] Building data for symbol: BLX with lookback: 0
[2025-12-22T20:35:24.931637] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-22T20:35:24.931694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:24.932553] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:24.950600] [DEBUG] [MAG       ] HSIC: Last date is validated at 2025-12-22
[2025-12-22T20:35:24.998503] [DEBUG] [MAG       ] BUD: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:25.091265] [INFO ] [LOCAL     ] BUD: Saved forecast.
[2025-12-22T20:35:25.091331] [INFO ] [main      ] BUD: Signal=1 (Conf=100.0%), Magnitude=-3.24% (Conf=57.7443%)
[2025-12-22T20:35:25.091496] [INFO ] [main      ] Fetching symbol history for BKD...
[2025-12-22T20:35:25.091538] [DEBUG] [REMOTE    ] BKD: Fetching historical data.
[2025-12-22T20:35:25.092387] [INFO ] [main      ] Progress: 48/426 forecasts completed (11.3%). BUD finished in 0.6s. ETA: 1m 6s. Rate: 341.60 forecasts/min
[2025-12-22T20:35:25.104954] [DEBUG] [REMOTE    ] BKD: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:25.106174] [DEBUG] [LOCAL     ] Loaded configuration for BKD: 9 features, N/A% accuracy
[2025-12-22T20:35:25.106229] [INFO ] [LOCAL     ] BKD: Loaded 9 optimal features with 45.35% confidence from JSON config
[2025-12-22T20:35:25.106260] [DEBUG] [MAG       ] Building data for symbol: BKD with lookback: 0
[2025-12-22T20:35:25.107087] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-22T20:35:25.107151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:25.112082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:25.113964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:25.114455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:25.114916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:25.115306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:25.116206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:35:25.117872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:35:25.124002] [DEBUG] [MAG       ] HSIC: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:25.156256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:35:25.157520] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:25.224694] [INFO ] [LOCAL     ] HSIC: Saved forecast.
[2025-12-22T20:35:25.224778] [INFO ] [main      ] HSIC: Signal=1 (Conf=100.0%), Magnitude=1.65% (Conf=53.8517%)
[2025-12-22T20:35:25.225242] [INFO ] [main      ] Fetching symbol history for GPRK...
[2025-12-22T20:35:25.225300] [DEBUG] [REMOTE    ] GPRK: Fetching historical data.
[2025-12-22T20:35:25.225667] [INFO ] [main      ] Progress: 49/426 forecasts completed (11.5%). HSIC finished in 0.7s. ETA: 1m 6s. Rate: 343.29 forecasts/min
[2025-12-22T20:35:25.237896] [DEBUG] [REMOTE    ] GPRK: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:25.238812] [DEBUG] [LOCAL     ] Loaded configuration for GPRK: 1 features, N/A% accuracy
[2025-12-22T20:35:25.238871] [INFO ] [LOCAL     ] GPRK: Loaded 1 optimal features with 39.86% confidence from JSON config
[2025-12-22T20:35:25.238911] [DEBUG] [MAG       ] Building data for symbol: GPRK with lookback: 0
[2025-12-22T20:35:25.239755] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-22T20:35:25.239812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-22T20:35:25.240488] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:25.268818] [DEBUG] [MAG       ] MYN: Last date is validated at 2025-12-22
[2025-12-22T20:35:25.312747] [DEBUG] [MAG       ] BLX: Last date is validated at 2025-12-22
[2025-12-22T20:35:25.440758] [DEBUG] [MAG       ] MYN: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:25.479856] [DEBUG] [MAG       ] BLX: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:25.497806] [INFO ] [LOCAL     ] MYN: Saved forecast.
[2025-12-22T20:35:25.497875] [INFO ] [main      ] MYN: Signal=1 (Conf=100.0%), Magnitude=0.09% (Conf=48.6561%)
[2025-12-22T20:35:25.498231] [INFO ] [main      ] Fetching symbol history for KNTK...
[2025-12-22T20:35:25.498281] [DEBUG] [REMOTE    ] KNTK: Fetching historical data.
[2025-12-22T20:35:25.498753] [DEBUG] [MAG       ] BKD: Last date is validated at 2025-12-22
[2025-12-22T20:35:25.499655] [INFO ] [main      ] Progress: 50/426 forecasts completed (11.7%). MYN finished in 0.6s. ETA: 1m 6s. Rate: 339.43 forecasts/min
[2025-12-22T20:35:25.512062] [DEBUG] [REMOTE    ] KNTK: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:25.513001] [DEBUG] [LOCAL     ] Loaded configuration for KNTK: 5 features, N/A% accuracy
[2025-12-22T20:35:25.513058] [INFO ] [LOCAL     ] KNTK: Loaded 5 optimal features with 58.08% confidence from JSON config
[2025-12-22T20:35:25.513090] [DEBUG] [MAG       ] Building data for symbol: KNTK with lookback: 0
[2025-12-22T20:35:25.513901] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:25.513965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:25.514721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-22T20:35:25.557056] [INFO ] [LOCAL     ] BLX: Saved forecast.
[2025-12-22T20:35:25.557127] [INFO ] [main      ] BLX: Signal=1 (Conf=100.0%), Magnitude=-2.66% (Conf=54.8975%)
[2025-12-22T20:35:25.557523] [INFO ] [main      ] Fetching symbol history for FG...
[2025-12-22T20:35:25.557587] [DEBUG] [REMOTE    ] FG: Fetching historical data.
[2025-12-22T20:35:25.557657] [INFO ] [main      ] Progress: 51/426 forecasts completed (12.0%). BLX finished in 0.6s. ETA: 1m 5s. Rate: 343.97 forecasts/min
[2025-12-22T20:35:25.574762] [DEBUG] [REMOTE    ] FG: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:25.575694] [DEBUG] [LOCAL     ] Loaded configuration for FG: 3 features, N/A% accuracy
[2025-12-22T20:35:25.575750] [INFO ] [LOCAL     ] FG: Loaded 3 optimal features with 52.95% confidence from JSON config
[2025-12-22T20:35:25.575782] [DEBUG] [MAG       ] Building data for symbol: FG with lookback: 0
[2025-12-22T20:35:25.576594] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:35:25.576655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:25.578352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:25.578910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-22T20:35:25.580651] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:25.589105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-22T20:35:25.590779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-22T20:35:25.591840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-22T20:35:25.595327] [DEBUG] [MAG       ] GPRK: Last date is validated at 2025-12-22
[2025-12-22T20:35:25.597466] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:25.663479] [DEBUG] [MAG       ] BKD: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:25.729704] [INFO ] [LOCAL     ] BKD: Saved forecast.
[2025-12-22T20:35:25.729770] [INFO ] [main      ] BKD: Signal=1 (Conf=100.0%), Magnitude=-0.60% (Conf=45.348%)
[2025-12-22T20:35:25.730238] [INFO ] [main      ] Fetching symbol history for UONE...
[2025-12-22T20:35:25.730289] [DEBUG] [REMOTE    ] UONE: Fetching historical data.
[2025-12-22T20:35:25.730660] [INFO ] [main      ] Progress: 52/426 forecasts completed (12.2%). BKD finished in 0.6s. ETA: 1m 5s. Rate: 344.02 forecasts/min
[2025-12-22T20:35:25.744105] [DEBUG] [REMOTE    ] UONE: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:25.745251] [DEBUG] [LOCAL     ] Loaded configuration for UONE: 14 features, N/A% accuracy
[2025-12-22T20:35:25.745305] [INFO ] [LOCAL     ] UONE: Loaded 14 optimal features with 30.92% confidence from JSON config
[2025-12-22T20:35:25.745336] [DEBUG] [MAG       ] Building data for symbol: UONE with lookback: 0
[2025-12-22T20:35:25.746137] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2025-12-22T20:35:25.746203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:25.747879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:25.748383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:25.748843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:25.749251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:35:25.763794] [DEBUG] [MAG       ] GPRK: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:25.788716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:35:25.790078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-22T20:35:25.792687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-22T20:35:25.794759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-22T20:35:25.795999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-22T20:35:25.798989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-22T20:35:25.800979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-22T20:35:25.802047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-22T20:35:25.803743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-22T20:35:25.804427] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:25.824915] [INFO ] [LOCAL     ] GPRK: Saved forecast.
[2025-12-22T20:35:25.824984] [INFO ] [main      ] GPRK: Signal=1 (Conf=100.0%), Magnitude=2.54% (Conf=39.8611%)
[2025-12-22T20:35:25.825729] [INFO ] [main      ] Fetching symbol history for AMRC...
[2025-12-22T20:35:25.825782] [DEBUG] [REMOTE    ] AMRC: Fetching historical data.
[2025-12-22T20:35:25.826662] [INFO ] [main      ] Progress: 53/426 forecasts completed (12.4%). GPRK finished in 0.6s. ETA: 1m 5s. Rate: 346.96 forecasts/min
[2025-12-22T20:35:25.838552] [DEBUG] [REMOTE    ] AMRC: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:25.839963] [DEBUG] [LOCAL     ] Loaded configuration for AMRC: 5 features, N/A% accuracy
[2025-12-22T20:35:25.840031] [INFO ] [LOCAL     ] AMRC: Loaded 5 optimal features with 55.30% confidence from JSON config
[2025-12-22T20:35:25.840070] [DEBUG] [MAG       ] Building data for symbol: AMRC with lookback: 0
[2025-12-22T20:35:25.840925] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:25.841020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:35:25.884667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-22T20:35:25.886900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-22T20:35:25.891435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-22T20:35:25.893654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-22T20:35:25.894371] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:25.935921] [DEBUG] [MAG       ] FG: Last date is validated at 2025-12-22
[2025-12-22T20:35:25.950395] [DEBUG] [MAG       ] KNTK: Last date is validated at 2025-12-22
[2025-12-22T20:35:26.117320] [DEBUG] [MAG       ] KNTK: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:26.118429] [DEBUG] [MAG       ] FG: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:26.166970] [DEBUG] [MAG       ] UONE: Last date is validated at 2025-12-22
[2025-12-22T20:35:26.205199] [INFO ] [LOCAL     ] FG: Saved forecast.
[2025-12-22T20:35:26.205273] [INFO ] [main      ] FG: Signal=1 (Conf=100.0%), Magnitude=1.24% (Conf=52.9485%)
[2025-12-22T20:35:26.205456] [INFO ] [main      ] Fetching symbol history for CVNA...
[2025-12-22T20:35:26.205502] [DEBUG] [REMOTE    ] CVNA: Fetching historical data.
[2025-12-22T20:35:26.206674] [INFO ] [main      ] Progress: 54/426 forecasts completed (12.7%). FG finished in 0.6s. ETA: 1m 6s. Rate: 339.44 forecasts/min
[2025-12-22T20:35:26.207789] [INFO ] [LOCAL     ] KNTK: Saved forecast.
[2025-12-22T20:35:26.207853] [INFO ] [main      ] KNTK: Signal=1 (Conf=100.0%), Magnitude=5.08% (Conf=58.0805%)
[2025-12-22T20:35:26.208026] [INFO ] [main      ] Fetching symbol history for WMS...
[2025-12-22T20:35:26.208071] [DEBUG] [REMOTE    ] WMS: Fetching historical data.
[2025-12-22T20:35:26.210148] [INFO ] [main      ] Progress: 55/426 forecasts completed (12.9%). KNTK finished in 0.7s. ETA: 1m 4s. Rate: 345.60 forecasts/min
[2025-12-22T20:35:26.219903] [DEBUG] [REMOTE    ] CVNA: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:26.220889] [DEBUG] [LOCAL     ] Loaded configuration for CVNA: 3 features, N/A% accuracy
[2025-12-22T20:35:26.220948] [INFO ] [LOCAL     ] CVNA: Loaded 3 optimal features with 54.80% confidence from JSON config
[2025-12-22T20:35:26.220980] [DEBUG] [MAG       ] Building data for symbol: CVNA with lookback: 0
[2025-12-22T20:35:26.221835] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:35:26.221896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:26.222059] [DEBUG] [REMOTE    ] WMS: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:26.223041] [DEBUG] [LOCAL     ] Loaded configuration for WMS: 1 features, N/A% accuracy
[2025-12-22T20:35:26.223094] [INFO ] [LOCAL     ] WMS: Loaded 1 optimal features with 49.97% confidence from JSON config
[2025-12-22T20:35:26.223159] [DEBUG] [MAG       ] Building data for symbol: WMS with lookback: 0
[2025-12-22T20:35:26.223984] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-22T20:35:26.224042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-22T20:35:26.226696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:26.226937] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:26.227719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-22T20:35:26.229046] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:26.231547] [DEBUG] [MAG       ] AMRC: Last date is validated at 2025-12-22
[2025-12-22T20:35:26.344871] [DEBUG] [MAG       ] UONE: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:26.395793] [DEBUG] [MAG       ] AMRC: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:26.423456] [INFO ] [LOCAL     ] UONE: Saved forecast.
[2025-12-22T20:35:26.423552] [INFO ] [main      ] UONE: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=30.9248%)
[2025-12-22T20:35:26.423969] [INFO ] [main      ] Fetching symbol history for BELFB...
[2025-12-22T20:35:26.424022] [DEBUG] [REMOTE    ] BELFB: Fetching historical data.
[2025-12-22T20:35:26.424671] [INFO ] [main      ] Progress: 56/426 forecasts completed (13.1%). UONE finished in 0.7s. ETA: 1m 5s. Rate: 344.15 forecasts/min
[2025-12-22T20:35:26.436406] [DEBUG] [REMOTE    ] BELFB: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:26.437460] [DEBUG] [LOCAL     ] Loaded configuration for BELFB: 4 features, N/A% accuracy
[2025-12-22T20:35:26.437511] [INFO ] [LOCAL     ] BELFB: Loaded 4 optimal features with 52.60% confidence from JSON config
[2025-12-22T20:35:26.437542] [DEBUG] [MAG       ] Building data for symbol: BELFB with lookback: 0
[2025-12-22T20:35:26.438351] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:26.438422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:26.443187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:26.444013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-22T20:35:26.444622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-22T20:35:26.446362] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:26.490992] [INFO ] [LOCAL     ] AMRC: Saved forecast.
[2025-12-22T20:35:26.491089] [INFO ] [main      ] AMRC: Signal=1 (Conf=100.0%), Magnitude=11.45% (Conf=55.3045%)
[2025-12-22T20:35:26.491655] [INFO ] [main      ] Fetching symbol history for NAVI...
[2025-12-22T20:35:26.491713] [DEBUG] [REMOTE    ] NAVI: Fetching historical data.
[2025-12-22T20:35:26.491665] [INFO ] [main      ] Progress: 57/426 forecasts completed (13.4%). AMRC finished in 0.7s. ETA: 1m 4s. Rate: 347.91 forecasts/min
[2025-12-22T20:35:26.503685] [DEBUG] [REMOTE    ] NAVI: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:26.504872] [DEBUG] [LOCAL     ] Loaded configuration for NAVI: 7 features, N/A% accuracy
[2025-12-22T20:35:26.504925] [INFO ] [LOCAL     ] NAVI: Loaded 7 optimal features with 74.53% confidence from JSON config
[2025-12-22T20:35:26.504957] [DEBUG] [MAG       ] Building data for symbol: NAVI with lookback: 0
[2025-12-22T20:35:26.505763] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-22T20:35:26.505824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:26.510667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:26.512501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:26.513030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:26.513925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:26.516266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-22T20:35:26.518251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-22T20:35:26.520761] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:26.557942] [DEBUG] [MAG       ] WMS: Last date is validated at 2025-12-22
[2025-12-22T20:35:26.598208] [DEBUG] [MAG       ] CVNA: Last date is validated at 2025-12-22
[2025-12-22T20:35:26.724612] [DEBUG] [MAG       ] WMS: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:26.778029] [DEBUG] [MAG       ] CVNA: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:26.797446] [DEBUG] [MAG       ] BELFB: Last date is validated at 2025-12-22
[2025-12-22T20:35:26.841303] [INFO ] [LOCAL     ] WMS: Saved forecast.
[2025-12-22T20:35:26.841396] [INFO ] [main      ] WMS: Signal=1 (Conf=100.0%), Magnitude=3.98% (Conf=49.9748%)
[2025-12-22T20:35:26.841946] [INFO ] [main      ] Progress: 58/426 forecasts completed (13.6%). WMS finished in 0.6s. ETA: 1m 5s. Rate: 341.83 forecasts/min
[2025-12-22T20:35:26.842117] [INFO ] [main      ] Fetching symbol history for CHH...
[2025-12-22T20:35:26.842182] [DEBUG] [REMOTE    ] CHH: Fetching historical data.
[2025-12-22T20:35:26.859509] [DEBUG] [REMOTE    ] CHH: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:26.860780] [DEBUG] [LOCAL     ] Loaded configuration for CHH: 3 features, N/A% accuracy
[2025-12-22T20:35:26.860834] [INFO ] [LOCAL     ] CHH: Loaded 3 optimal features with 57.94% confidence from JSON config
[2025-12-22T20:35:26.860866] [DEBUG] [MAG       ] Building data for symbol: CHH with lookback: 0
[2025-12-22T20:35:26.861349] [DEBUG] [MAG       ] NAVI: Last date is validated at 2025-12-22
[2025-12-22T20:35:26.861701] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:35:26.861761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:26.863488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:26.864037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-22T20:35:26.869752] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:26.941375] [INFO ] [LOCAL     ] CVNA: Saved forecast.
[2025-12-22T20:35:26.941443] [INFO ] [main      ] CVNA: Signal=1 (Conf=100.0%), Magnitude=-1.31% (Conf=54.7966%)
[2025-12-22T20:35:26.941826] [INFO ] [main      ] Fetching symbol history for CFG...
[2025-12-22T20:35:26.941877] [DEBUG] [REMOTE    ] CFG: Fetching historical data.
[2025-12-22T20:35:26.942658] [INFO ] [main      ] Progress: 59/426 forecasts completed (13.8%). CVNA finished in 0.7s. ETA: 1m 4s. Rate: 344.32 forecasts/min
[2025-12-22T20:35:26.955098] [DEBUG] [REMOTE    ] CFG: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:26.955953] [DEBUG] [LOCAL     ] Loaded configuration for CFG: 5 features, N/A% accuracy
[2025-12-22T20:35:26.956004] [INFO ] [LOCAL     ] CFG: Loaded 5 optimal features with 60.82% confidence from JSON config
[2025-12-22T20:35:26.956035] [DEBUG] [MAG       ] Building data for symbol: CFG with lookback: 0
[2025-12-22T20:35:26.956814] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:26.956874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:26.958516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:26.959067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:26.959464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:26.960249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:26.962543] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:26.981866] [DEBUG] [MAG       ] BELFB: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:27.026514] [DEBUG] [MAG       ] NAVI: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:27.099949] [INFO ] [LOCAL     ] BELFB: Saved forecast.
[2025-12-22T20:35:27.100029] [INFO ] [main      ] BELFB: Signal=1 (Conf=100.0%), Magnitude=0.13% (Conf=52.5969%)
[2025-12-22T20:35:27.100466] [INFO ] [main      ] Fetching symbol history for EDF...
[2025-12-22T20:35:27.100522] [DEBUG] [REMOTE    ] EDF: Fetching historical data.
[2025-12-22T20:35:27.101625] [INFO ] [LOCAL     ] NAVI: Saved forecast.
[2025-12-22T20:35:27.101698] [INFO ] [main      ] NAVI: Signal=1 (Conf=100.0%), Magnitude=1.76% (Conf=74.5298%)
[2025-12-22T20:35:27.101659] [INFO ] [main      ] Progress: 60/426 forecasts completed (14.1%). BELFB finished in 0.7s. ETA: 1m 4s. Rate: 344.82 forecasts/min
[2025-12-22T20:35:27.102016] [INFO ] [main      ] Fetching symbol history for IMNN...
[2025-12-22T20:35:27.102067] [DEBUG] [REMOTE    ] IMNN: Fetching historical data.
[2025-12-22T20:35:27.102825] [INFO ] [main      ] Progress: 61/426 forecasts completed (14.3%). NAVI finished in 0.6s. ETA: 1m 2s. Rate: 350.53 forecasts/min
[2025-12-22T20:35:27.113224] [DEBUG] [REMOTE    ] EDF: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:27.113888] [DEBUG] [REMOTE    ] IMNN: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:27.114662] [DEBUG] [LOCAL     ] Loaded configuration for IMNN: 5 features, N/A% accuracy
[2025-12-22T20:35:27.114713] [INFO ] [LOCAL     ] IMNN: Loaded 5 optimal features with 51.58% confidence from JSON config
[2025-12-22T20:35:27.114744] [DEBUG] [MAG       ] Building data for symbol: IMNN with lookback: 0
[2025-12-22T20:35:27.115500] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:27.115559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:27.116280] [DEBUG] [LOCAL     ] Loaded configuration for EDF: 7 features, N/A% accuracy
[2025-12-22T20:35:27.116339] [INFO ] [LOCAL     ] EDF: Loaded 7 optimal features with 20.09% confidence from JSON config
[2025-12-22T20:35:27.116371] [DEBUG] [MAG       ] Building data for symbol: EDF with lookback: 0
[2025-12-22T20:35:27.117278] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-22T20:35:27.117353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:27.120225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:27.121964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:27.122434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:27.122826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:27.123196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-22T20:35:27.124879] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:27.125568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-22T20:35:27.126953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:27.128906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:27.129526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-22T20:35:27.130792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-22T20:35:27.133286] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:27.217603] [DEBUG] [MAG       ] CHH: Last date is validated at 2025-12-22
[2025-12-22T20:35:27.300406] [DEBUG] [MAG       ] CFG: Last date is validated at 2025-12-22
[2025-12-22T20:35:27.383539] [DEBUG] [MAG       ] CHH: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:27.451985] [DEBUG] [MAG       ] IMNN: Last date is validated at 2025-12-22
[2025-12-22T20:35:27.464051] [DEBUG] [MAG       ] CFG: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:27.482665] [INFO ] [LOCAL     ] CHH: Saved forecast.
[2025-12-22T20:35:27.482732] [INFO ] [main      ] CHH: Signal=1 (Conf=100.0%), Magnitude=0.46% (Conf=57.9358%)
[2025-12-22T20:35:27.482891] [INFO ] [main      ] Fetching symbol history for CCL...
[2025-12-22T20:35:27.482943] [DEBUG] [REMOTE    ] CCL: Fetching historical data.
[2025-12-22T20:35:27.484674] [INFO ] [main      ] Progress: 62/426 forecasts completed (14.6%). CHH finished in 0.6s. ETA: 1m 4s. Rate: 343.70 forecasts/min
[2025-12-22T20:35:27.492698] [DEBUG] [MAG       ] EDF: Last date is validated at 2025-12-22
[2025-12-22T20:35:27.496322] [DEBUG] [REMOTE    ] CCL: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:27.497228] [DEBUG] [LOCAL     ] Loaded configuration for CCL: 4 features, N/A% accuracy
[2025-12-22T20:35:27.497284] [INFO ] [LOCAL     ] CCL: Loaded 4 optimal features with 46.09% confidence from JSON config
[2025-12-22T20:35:27.497315] [DEBUG] [MAG       ] Building data for symbol: CCL with lookback: 0
[2025-12-22T20:35:27.498107] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:27.498167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:27.499898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:27.500400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:27.500820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-22T20:35:27.502289] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:27.554963] [INFO ] [LOCAL     ] CFG: Saved forecast.
[2025-12-22T20:35:27.555041] [INFO ] [main      ] CFG: Signal=1 (Conf=100.0%), Magnitude=1.41% (Conf=60.823%)
[2025-12-22T20:35:27.555388] [INFO ] [main      ] Fetching symbol history for SCSC...
[2025-12-22T20:35:27.555439] [DEBUG] [REMOTE    ] SCSC: Fetching historical data.
[2025-12-22T20:35:27.555631] [INFO ] [main      ] Progress: 63/426 forecasts completed (14.8%). CFG finished in 0.6s. ETA: 1m 3s. Rate: 346.97 forecasts/min
[2025-12-22T20:35:27.569496] [DEBUG] [REMOTE    ] SCSC: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:27.570977] [DEBUG] [LOCAL     ] Loaded configuration for SCSC: 2 features, N/A% accuracy
[2025-12-22T20:35:27.571044] [INFO ] [LOCAL     ] SCSC: Loaded 2 optimal features with 53.38% confidence from JSON config
[2025-12-22T20:35:27.571077] [DEBUG] [MAG       ] Building data for symbol: SCSC with lookback: 0
[2025-12-22T20:35:27.571889] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:35:27.571947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:27.576659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:27.577466] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:27.620239] [DEBUG] [MAG       ] IMNN: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:27.673962] [DEBUG] [MAG       ] EDF: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:27.738201] [INFO ] [LOCAL     ] IMNN: Saved forecast.
[2025-12-22T20:35:27.738271] [INFO ] [main      ] IMNN: Signal=1 (Conf=100.0%), Magnitude=5.12% (Conf=51.5751%)
[2025-12-22T20:35:27.738676] [INFO ] [main      ] Fetching symbol history for GEL...
[2025-12-22T20:35:27.738732] [DEBUG] [REMOTE    ] GEL: Fetching historical data.
[2025-12-22T20:35:27.738756] [INFO ] [main      ] Progress: 64/426 forecasts completed (15.0%). IMNN finished in 0.6s. ETA: 1m 3s. Rate: 346.65 forecasts/min
[2025-12-22T20:35:27.750545] [DEBUG] [REMOTE    ] GEL: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:27.752650] [DEBUG] [LOCAL     ] Loaded configuration for GEL: 12 features, N/A% accuracy
[2025-12-22T20:35:27.752727] [INFO ] [LOCAL     ] GEL: Loaded 12 optimal features with 36.11% confidence from JSON config
[2025-12-22T20:35:27.752760] [DEBUG] [MAG       ] Building data for symbol: GEL with lookback: 0
[2025-12-22T20:35:27.753665] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2025-12-22T20:35:27.753734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:27.758612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:27.760501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:27.761043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:27.761454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:27.762218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:35:27.809702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-22T20:35:27.810184] [INFO ] [LOCAL     ] EDF: Saved forecast.
[2025-12-22T20:35:27.810272] [INFO ] [main      ] EDF: Signal=1 (Conf=100.0%), Magnitude=-1.03% (Conf=20.0937%)
[2025-12-22T20:35:27.810656] [INFO ] [main      ] Fetching symbol history for LEN...
[2025-12-22T20:35:27.810709] [DEBUG] [REMOTE    ] LEN: Fetching historical data.
[2025-12-22T20:35:27.811738] [INFO ] [main      ] Progress: 65/426 forecasts completed (15.3%). EDF finished in 0.7s. ETA: 1m 2s. Rate: 349.77 forecasts/min
[2025-12-22T20:35:27.824454] [DEBUG] [REMOTE    ] LEN: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:27.825496] [DEBUG] [LOCAL     ] Loaded configuration for LEN: 7 features, N/A% accuracy
[2025-12-22T20:35:27.825568] [INFO ] [LOCAL     ] LEN: Loaded 7 optimal features with 62.59% confidence from JSON config
[2025-12-22T20:35:27.825649] [DEBUG] [MAG       ] Building data for symbol: LEN with lookback: 0
[2025-12-22T20:35:27.826625] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-22T20:35:27.826703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:27.828466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:27.829058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:27.829496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:35:27.831358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:35:27.832866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-22T20:35:27.851995] [DEBUG] [MAG       ] CCL: Last date is validated at 2025-12-22
[2025-12-22T20:35:27.890274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:27.891122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-22T20:35:27.892242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-22T20:35:27.894043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-22T20:35:27.895171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-22T20:35:27.895887] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:27.912090] [DEBUG] [MAG       ] SCSC: Last date is validated at 2025-12-22
[2025-12-22T20:35:27.913542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-22T20:35:27.918590] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:28.018954] [DEBUG] [MAG       ] CCL: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:28.081080] [DEBUG] [MAG       ] SCSC: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:28.097384] [INFO ] [LOCAL     ] CCL: Saved forecast.
[2025-12-22T20:35:28.097460] [INFO ] [main      ] CCL: Signal=1 (Conf=100.0%), Magnitude=6.22% (Conf=46.0898%)
[2025-12-22T20:35:28.097856] [INFO ] [main      ] Fetching symbol history for BPYPO...
[2025-12-22T20:35:28.097908] [DEBUG] [REMOTE    ] BPYPO: Fetching historical data.
[2025-12-22T20:35:28.098670] [INFO ] [main      ] Progress: 66/426 forecasts completed (15.5%). CCL finished in 0.6s. ETA: 1m 2s. Rate: 346.24 forecasts/min
[2025-12-22T20:35:28.110793] [DEBUG] [REMOTE    ] BPYPO: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:28.111978] [DEBUG] [LOCAL     ] Loaded configuration for BPYPO: 10 features, N/A% accuracy
[2025-12-22T20:35:28.112034] [INFO ] [LOCAL     ] BPYPO: Loaded 10 optimal features with 46.20% confidence from JSON config
[2025-12-22T20:35:28.112067] [DEBUG] [MAG       ] Building data for symbol: BPYPO with lookback: 0
[2025-12-22T20:35:28.112960] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-22T20:35:28.113028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:28.114848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:28.115440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:28.115890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:28.116708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:28.119320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-22T20:35:28.120068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-22T20:35:28.122016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-22T20:35:28.140170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-22T20:35:28.141473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-22T20:35:28.143084] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:28.167908] [INFO ] [LOCAL     ] SCSC: Saved forecast.
[2025-12-22T20:35:28.167979] [INFO ] [main      ] SCSC: Signal=1 (Conf=100.0%), Magnitude=-1.39% (Conf=53.3767%)
[2025-12-22T20:35:28.168412] [INFO ] [main      ] Fetching symbol history for INTZ...
[2025-12-22T20:35:28.168463] [DEBUG] [REMOTE    ] INTZ: Fetching historical data.
[2025-12-22T20:35:28.168679] [INFO ] [main      ] Progress: 67/426 forecasts completed (15.7%). SCSC finished in 0.6s. ETA: 1m 2s. Rate: 349.34 forecasts/min
[2025-12-22T20:35:28.180889] [DEBUG] [REMOTE    ] INTZ: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:28.181953] [DEBUG] [LOCAL     ] Loaded configuration for INTZ: 7 features, N/A% accuracy
[2025-12-22T20:35:28.182012] [INFO ] [LOCAL     ] INTZ: Loaded 7 optimal features with 39.49% confidence from JSON config
[2025-12-22T20:35:28.182056] [DEBUG] [MAG       ] Building data for symbol: INTZ with lookback: 0
[2025-12-22T20:35:28.182912] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-22T20:35:28.182977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:28.188144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:28.189995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:28.190485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:35:28.231688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-22T20:35:28.237776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-22T20:35:28.239506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-22T20:35:28.265488] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:28.277694] [DEBUG] [MAG       ] LEN: Last date is validated at 2025-12-22
[2025-12-22T20:35:28.365390] [DEBUG] [MAG       ] GEL: Last date is validated at 2025-12-22
[2025-12-22T20:35:28.489316] [DEBUG] [MAG       ] LEN: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:28.532271] [DEBUG] [MAG       ] GEL: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:28.592686] [DEBUG] [MAG       ] BPYPO: Last date is validated at 2025-12-22
[2025-12-22T20:35:28.607659] [INFO ] [LOCAL     ] GEL: Saved forecast.
[2025-12-22T20:35:28.607727] [INFO ] [main      ] GEL: Signal=1 (Conf=100.0%), Magnitude=-0.20% (Conf=36.1082%)
[2025-12-22T20:35:28.608138] [INFO ] [main      ] Progress: 68/426 forecasts completed (16.0%). GEL finished in 0.9s. ETA: 1m 3s. Rate: 341.52 forecasts/min
[2025-12-22T20:35:28.608266] [INFO ] [main      ] Fetching symbol history for NWSA...
[2025-12-22T20:35:28.608330] [DEBUG] [REMOTE    ] NWSA: Fetching historical data.
[2025-12-22T20:35:28.610788] [INFO ] [LOCAL     ] LEN: Saved forecast.
[2025-12-22T20:35:28.610866] [INFO ] [main      ] LEN: Signal=1 (Conf=100.0%), Magnitude=1.96% (Conf=62.5913%)
[2025-12-22T20:35:28.611334] [INFO ] [main      ] Fetching symbol history for ASND...
[2025-12-22T20:35:28.611402] [DEBUG] [REMOTE    ] ASND: Fetching historical data.
[2025-12-22T20:35:28.611657] [INFO ] [main      ] Progress: 69/426 forecasts completed (16.2%). LEN finished in 0.8s. ETA: 1m 2s. Rate: 346.44 forecasts/min
[2025-12-22T20:35:28.625090] [DEBUG] [REMOTE    ] NWSA: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:28.625832] [DEBUG] [REMOTE    ] ASND: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:28.626486] [DEBUG] [LOCAL     ] Loaded configuration for NWSA: 10 features, N/A% accuracy
[2025-12-22T20:35:28.626596] [INFO ] [LOCAL     ] NWSA: Loaded 10 optimal features with 43.09% confidence from JSON config
[2025-12-22T20:35:28.626638] [DEBUG] [MAG       ] Building data for symbol: NWSA with lookback: 0
[2025-12-22T20:35:28.626957] [DEBUG] [LOCAL     ] Loaded configuration for ASND: 6 features, N/A% accuracy
[2025-12-22T20:35:28.627067] [INFO ] [LOCAL     ] ASND: Loaded 6 optimal features with 54.06% confidence from JSON config
[2025-12-22T20:35:28.627106] [DEBUG] [MAG       ] Building data for symbol: ASND with lookback: 0
[2025-12-22T20:35:28.627753] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-22T20:35:28.627823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:28.628316] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:35:28.628383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:28.630305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:28.630921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:28.631394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:28.631838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-22T20:35:28.633432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-22T20:35:28.634699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:35:28.635472] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:28.635999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-22T20:35:28.638089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-22T20:35:28.642375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-22T20:35:28.643926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-22T20:35:28.644645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:28.646320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:28.646835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-22T20:35:28.647915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-22T20:35:28.650015] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:28.720271] [DEBUG] [MAG       ] INTZ: Last date is validated at 2025-12-22
[2025-12-22T20:35:28.760786] [DEBUG] [MAG       ] BPYPO: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:28.887923] [DEBUG] [MAG       ] INTZ: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:28.898661] [INFO ] [LOCAL     ] BPYPO: Saved forecast.
[2025-12-22T20:35:28.898727] [INFO ] [main      ] BPYPO: Signal=1 (Conf=90.0%), Magnitude=-0.00% (Conf=46.2004%)
[2025-12-22T20:35:28.899112] [INFO ] [main      ] Fetching symbol history for CMRE...
[2025-12-22T20:35:28.899164] [DEBUG] [REMOTE    ] CMRE: Fetching historical data.
[2025-12-22T20:35:28.900665] [INFO ] [main      ] Progress: 70/426 forecasts completed (16.4%). BPYPO finished in 0.8s. ETA: 1m 2s. Rate: 343.16 forecasts/min
[2025-12-22T20:35:28.911325] [DEBUG] [REMOTE    ] CMRE: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:28.912255] [DEBUG] [LOCAL     ] Loaded configuration for CMRE: 7 features, N/A% accuracy
[2025-12-22T20:35:28.912312] [INFO ] [LOCAL     ] CMRE: Loaded 7 optimal features with 49.75% confidence from JSON config
[2025-12-22T20:35:28.912345] [DEBUG] [MAG       ] Building data for symbol: CMRE with lookback: 0
[2025-12-22T20:35:28.913147] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-22T20:35:28.913210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:28.918513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:28.921090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:35:28.963441] [INFO ] [LOCAL     ] INTZ: Saved forecast.
[2025-12-22T20:35:28.963509] [INFO ] [main      ] INTZ: Signal=1 (Conf=90.0%), Magnitude=4.57% (Conf=39.4929%)
[2025-12-22T20:35:28.964230] [INFO ] [main      ] Fetching symbol history for PVH...
[2025-12-22T20:35:28.964281] [DEBUG] [REMOTE    ] PVH: Fetching historical data.
[2025-12-22T20:35:28.964732] [INFO ] [main      ] Progress: 71/426 forecasts completed (16.7%). INTZ finished in 0.8s. ETA: 1m 2s. Rate: 346.25 forecasts/min
[2025-12-22T20:35:28.978040] [DEBUG] [REMOTE    ] PVH: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:28.979554] [DEBUG] [LOCAL     ] Loaded configuration for PVH: 2 features, N/A% accuracy
[2025-12-22T20:35:28.979629] [INFO ] [LOCAL     ] PVH: Loaded 2 optimal features with 47.33% confidence from JSON config
[2025-12-22T20:35:28.979663] [DEBUG] [MAG       ] Building data for symbol: PVH with lookback: 0
[2025-12-22T20:35:28.980499] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:35:28.980560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:28.985466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-22T20:35:28.987276] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:28.988991] [DEBUG] [MAG       ] NWSA: Last date is validated at 2025-12-22
[2025-12-22T20:35:29.032888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:35:29.034805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:35:29.084835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-22T20:35:29.087622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-22T20:35:29.088690] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:29.122401] [DEBUG] [MAG       ] ASND: Last date is validated at 2025-12-22
[2025-12-22T20:35:29.155093] [DEBUG] [MAG       ] NWSA: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:29.236993] [INFO ] [LOCAL     ] NWSA: Saved forecast.
[2025-12-22T20:35:29.237072] [INFO ] [main      ] NWSA: Signal=1 (Conf=90.0%), Magnitude=1.31% (Conf=43.0879%)
[2025-12-22T20:35:29.237471] [INFO ] [main      ] Fetching symbol history for KURA...
[2025-12-22T20:35:29.237520] [DEBUG] [REMOTE    ] KURA: Fetching historical data.
[2025-12-22T20:35:29.237697] [INFO ] [main      ] Progress: 72/426 forecasts completed (16.9%). NWSA finished in 0.6s. ETA: 1m 2s. Rate: 343.50 forecasts/min
[2025-12-22T20:35:29.248778] [DEBUG] [REMOTE    ] KURA: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:29.249683] [DEBUG] [LOCAL     ] Loaded configuration for KURA: 2 features, N/A% accuracy
[2025-12-22T20:35:29.249742] [INFO ] [LOCAL     ] KURA: Loaded 2 optimal features with 54.42% confidence from JSON config
[2025-12-22T20:35:29.249775] [DEBUG] [MAG       ] Building data for symbol: KURA with lookback: 0
[2025-12-22T20:35:29.250593] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:35:29.250651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-22T20:35:29.253060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:29.254819] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:29.300538] [DEBUG] [MAG       ] ASND: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:29.325269] [DEBUG] [MAG       ] PVH: Last date is validated at 2025-12-22
[2025-12-22T20:35:29.417937] [INFO ] [LOCAL     ] ASND: Saved forecast.
[2025-12-22T20:35:29.418004] [INFO ] [main      ] ASND: Signal=1 (Conf=90.0%), Magnitude=-1.39% (Conf=54.0567%)
[2025-12-22T20:35:29.418352] [INFO ] [main      ] Fetching symbol history for BGY...
[2025-12-22T20:35:29.418406] [DEBUG] [REMOTE    ] BGY: Fetching historical data.
[2025-12-22T20:35:29.419484] [INFO ] [main      ] Progress: 73/426 forecasts completed (17.1%). ASND finished in 0.8s. ETA: 1m 2s. Rate: 343.31 forecasts/min
[2025-12-22T20:35:29.430210] [DEBUG] [MAG       ] CMRE: Last date is validated at 2025-12-22
[2025-12-22T20:35:29.431162] [DEBUG] [REMOTE    ] BGY: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:29.432141] [DEBUG] [LOCAL     ] Loaded configuration for BGY: 5 features, N/A% accuracy
[2025-12-22T20:35:29.432199] [INFO ] [LOCAL     ] BGY: Loaded 5 optimal features with 36.50% confidence from JSON config
[2025-12-22T20:35:29.432234] [DEBUG] [MAG       ] Building data for symbol: BGY with lookback: 0
[2025-12-22T20:35:29.433060] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:29.433122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:29.438205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:29.440107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:29.440706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:29.441107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:29.442010] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:29.491142] [DEBUG] [MAG       ] PVH: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:29.594087] [DEBUG] [MAG       ] CMRE: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:29.602069] [DEBUG] [MAG       ] KURA: Last date is validated at 2025-12-22
[2025-12-22T20:35:29.604443] [INFO ] [LOCAL     ] PVH: Saved forecast.
[2025-12-22T20:35:29.604512] [INFO ] [main      ] PVH: Signal=1 (Conf=90.0%), Magnitude=1.18% (Conf=47.3298%)
[2025-12-22T20:35:29.604920] [INFO ] [main      ] Fetching symbol history for FOLD...
[2025-12-22T20:35:29.604972] [DEBUG] [REMOTE    ] FOLD: Fetching historical data.
[2025-12-22T20:35:29.605667] [INFO ] [main      ] Progress: 74/426 forecasts completed (17.4%). PVH finished in 0.6s. ETA: 1m 2s. Rate: 343.01 forecasts/min
[2025-12-22T20:35:29.617506] [DEBUG] [REMOTE    ] FOLD: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:29.618630] [DEBUG] [LOCAL     ] Loaded configuration for FOLD: 4 features, N/A% accuracy
[2025-12-22T20:35:29.618686] [INFO ] [LOCAL     ] FOLD: Loaded 4 optimal features with 58.75% confidence from JSON config
[2025-12-22T20:35:29.618719] [DEBUG] [MAG       ] Building data for symbol: FOLD with lookback: 0
[2025-12-22T20:35:29.619605] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:29.619667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:29.624644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:29.626520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:29.627058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:29.627971] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:29.662199] [INFO ] [LOCAL     ] CMRE: Saved forecast.
[2025-12-22T20:35:29.662266] [INFO ] [main      ] CMRE: Signal=1 (Conf=90.0%), Magnitude=0.19% (Conf=49.7533%)
[2025-12-22T20:35:29.662665] [INFO ] [main      ] Progress: 75/426 forecasts completed (17.6%). CMRE finished in 0.8s. ETA: 1m 1s. Rate: 346.12 forecasts/min
[2025-12-22T20:35:29.662791] [INFO ] [main      ] Fetching symbol history for AZO...
[2025-12-22T20:35:29.662834] [DEBUG] [REMOTE    ] AZO: Fetching historical data.
[2025-12-22T20:35:29.674879] [DEBUG] [REMOTE    ] AZO: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:29.675858] [DEBUG] [LOCAL     ] Loaded configuration for AZO: 6 features, N/A% accuracy
[2025-12-22T20:35:29.675910] [INFO ] [LOCAL     ] AZO: Loaded 6 optimal features with 52.33% confidence from JSON config
[2025-12-22T20:35:29.675942] [DEBUG] [MAG       ] Building data for symbol: AZO with lookback: 0
[2025-12-22T20:35:29.676726] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:35:29.676786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:29.681628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:29.683356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:29.683847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:29.684283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:29.684688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:35:29.685910] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:29.775398] [DEBUG] [MAG       ] KURA: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:29.780240] [DEBUG] [MAG       ] BGY: Last date is validated at 2025-12-22
[2025-12-22T20:35:29.848790] [INFO ] [LOCAL     ] KURA: Saved forecast.
[2025-12-22T20:35:29.848859] [INFO ] [main      ] KURA: Signal=1 (Conf=90.0%), Magnitude=18.10% (Conf=54.425%)
[2025-12-22T20:35:29.849037] [INFO ] [main      ] Fetching symbol history for KDP...
[2025-12-22T20:35:29.849081] [DEBUG] [REMOTE    ] KDP: Fetching historical data.
[2025-12-22T20:35:29.850011] [INFO ] [main      ] Progress: 76/426 forecasts completed (17.8%). KURA finished in 0.6s. ETA: 1m 1s. Rate: 345.75 forecasts/min
[2025-12-22T20:35:29.862472] [DEBUG] [REMOTE    ] KDP: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:29.863478] [DEBUG] [LOCAL     ] Loaded configuration for KDP: 6 features, N/A% accuracy
[2025-12-22T20:35:29.863535] [INFO ] [LOCAL     ] KDP: Loaded 6 optimal features with 60.41% confidence from JSON config
[2025-12-22T20:35:29.863590] [DEBUG] [MAG       ] Building data for symbol: KDP with lookback: 0
[2025-12-22T20:35:29.864402] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:35:29.864461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:29.866139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:29.866682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:29.867069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:35:29.950059] [DEBUG] [MAG       ] BGY: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:29.970686] [DEBUG] [MAG       ] FOLD: Last date is validated at 2025-12-22
[2025-12-22T20:35:29.976626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:35:30.007221] [INFO ] [LOCAL     ] BGY: Saved forecast.
[2025-12-22T20:35:30.007292] [INFO ] [main      ] BGY: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=36.4979%)
[2025-12-22T20:35:30.007694] [INFO ] [main      ] Fetching symbol history for MA...
[2025-12-22T20:35:30.007746] [DEBUG] [REMOTE    ] MA: Fetching historical data.
[2025-12-22T20:35:30.008670] [INFO ] [main      ] Progress: 77/426 forecasts completed (18.1%). BGY finished in 0.6s. ETA: 1m 0s. Rate: 346.14 forecasts/min
[2025-12-22T20:35:30.020190] [DEBUG] [REMOTE    ] MA: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:30.021257] [DEBUG] [LOCAL     ] Loaded configuration for MA: 2 features, N/A% accuracy
[2025-12-22T20:35:30.021310] [INFO ] [LOCAL     ] MA: Loaded 2 optimal features with 57.44% confidence from JSON config
[2025-12-22T20:35:30.021341] [DEBUG] [MAG       ] Building data for symbol: MA with lookback: 0
[2025-12-22T20:35:30.022181] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:35:30.022242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:30.023984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-22T20:35:30.024539] [DEBUG] [MAG       ] AZO: Last date is validated at 2025-12-22
[2025-12-22T20:35:30.025917] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:30.027082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-22T20:35:30.030011] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:30.141880] [DEBUG] [MAG       ] FOLD: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:30.189679] [DEBUG] [MAG       ] AZO: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:30.208673] [INFO ] [LOCAL     ] FOLD: Saved forecast.
[2025-12-22T20:35:30.208740] [INFO ] [main      ] FOLD: Signal=1 (Conf=90.0%), Magnitude=4.18% (Conf=58.7518%)
[2025-12-22T20:35:30.209171] [INFO ] [main      ] Progress: 78/426 forecasts completed (18.3%). FOLD finished in 0.6s. ETA: 1m 0s. Rate: 345.44 forecasts/min
[2025-12-22T20:35:30.209360] [INFO ] [main      ] Fetching symbol history for FRPH...
[2025-12-22T20:35:30.209406] [DEBUG] [REMOTE    ] FRPH: Fetching historical data.
[2025-12-22T20:35:30.220941] [DEBUG] [REMOTE    ] FRPH: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:30.221917] [DEBUG] [LOCAL     ] Loaded configuration for FRPH: 3 features, N/A% accuracy
[2025-12-22T20:35:30.221974] [INFO ] [LOCAL     ] FRPH: Loaded 3 optimal features with 53.28% confidence from JSON config
[2025-12-22T20:35:30.222006] [DEBUG] [MAG       ] Building data for symbol: FRPH with lookback: 0
[2025-12-22T20:35:30.222834] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:35:30.222902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:30.223655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:30.224502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-22T20:35:30.227469] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:30.355770] [DEBUG] [MAG       ] KDP: Last date is validated at 2025-12-22
[2025-12-22T20:35:30.371644] [DEBUG] [MAG       ] MA: Last date is validated at 2025-12-22
[2025-12-22T20:35:30.405907] [INFO ] [LOCAL     ] AZO: Saved forecast.
[2025-12-22T20:35:30.405976] [INFO ] [main      ] AZO: Signal=1 (Conf=90.0%), Magnitude=-0.81% (Conf=52.3278%)
[2025-12-22T20:35:30.406171] [INFO ] [main      ] Fetching symbol history for OBK...
[2025-12-22T20:35:30.406216] [DEBUG] [REMOTE    ] OBK: Fetching historical data.
[2025-12-22T20:35:30.406882] [INFO ] [main      ] Progress: 79/426 forecasts completed (18.5%). AZO finished in 0.7s. ETA: 1m 0s. Rate: 344.84 forecasts/min
[2025-12-22T20:35:30.418275] [DEBUG] [REMOTE    ] OBK: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:30.419326] [DEBUG] [LOCAL     ] Loaded configuration for OBK: 8 features, N/A% accuracy
[2025-12-22T20:35:30.419377] [INFO ] [LOCAL     ] OBK: Loaded 8 optimal features with 43.67% confidence from JSON config
[2025-12-22T20:35:30.419407] [DEBUG] [MAG       ] Building data for symbol: OBK with lookback: 0
[2025-12-22T20:35:30.420205] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-22T20:35:30.420267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:30.425088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:30.426851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:30.427321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:30.427777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:30.428166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:30.429072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:30.431380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-22T20:35:30.433326] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:30.520852] [DEBUG] [MAG       ] KDP: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:30.540382] [DEBUG] [MAG       ] MA: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:30.560263] [DEBUG] [MAG       ] FRPH: Last date is validated at 2025-12-22
[2025-12-22T20:35:30.596777] [INFO ] [LOCAL     ] KDP: Saved forecast.
[2025-12-22T20:35:30.596844] [INFO ] [main      ] KDP: Signal=1 (Conf=90.0%), Magnitude=0.65% (Conf=60.414%)
[2025-12-22T20:35:30.597210] [INFO ] [main      ] Fetching symbol history for LASE...
[2025-12-22T20:35:30.597270] [DEBUG] [REMOTE    ] LASE: Fetching historical data.
[2025-12-22T20:35:30.597654] [INFO ] [main      ] Progress: 80/426 forecasts completed (18.8%). KDP finished in 0.7s. ETA: 1m 0s. Rate: 344.43 forecasts/min
[2025-12-22T20:35:30.608591] [DEBUG] [REMOTE    ] LASE: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:30.609802] [DEBUG] [LOCAL     ] Loaded configuration for LASE: 2 features, N/A% accuracy
[2025-12-22T20:35:30.609856] [INFO ] [LOCAL     ] LASE: Loaded 2 optimal features with 59.73% confidence from JSON config
[2025-12-22T20:35:30.609888] [DEBUG] [MAG       ] Building data for symbol: LASE with lookback: 0
[2025-12-22T20:35:30.610899] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:35:30.610960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:30.613562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:35:30.652680] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:30.691917] [INFO ] [LOCAL     ] MA: Saved forecast.
[2025-12-22T20:35:30.691983] [INFO ] [main      ] MA: Signal=1 (Conf=90.0%), Magnitude=3.45% (Conf=57.4444%)
[2025-12-22T20:35:30.692445] [INFO ] [main      ] Fetching symbol history for CTRA...
[2025-12-22T20:35:30.692496] [DEBUG] [REMOTE    ] CTRA: Fetching historical data.
[2025-12-22T20:35:30.692649] [INFO ] [main      ] Progress: 81/426 forecasts completed (19.0%). MA finished in 0.7s. ETA: 59.8s. Rate: 346.37 forecasts/min
[2025-12-22T20:35:30.704729] [DEBUG] [REMOTE    ] CTRA: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:30.705929] [DEBUG] [LOCAL     ] Loaded configuration for CTRA: 9 features, N/A% accuracy
[2025-12-22T20:35:30.705991] [INFO ] [LOCAL     ] CTRA: Loaded 9 optimal features with 46.89% confidence from JSON config
[2025-12-22T20:35:30.706022] [DEBUG] [MAG       ] Building data for symbol: CTRA with lookback: 0
[2025-12-22T20:35:30.706868] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-22T20:35:30.706932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:30.713992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:30.715950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:30.716451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:30.716851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:35:30.717770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-22T20:35:30.718419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-22T20:35:30.722611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-22T20:35:30.724008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-22T20:35:30.724708] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:30.726997] [DEBUG] [MAG       ] FRPH: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:30.769860] [DEBUG] [MAG       ] OBK: Last date is validated at 2025-12-22
[2025-12-22T20:35:30.797008] [INFO ] [LOCAL     ] FRPH: Saved forecast.
[2025-12-22T20:35:30.797080] [INFO ] [main      ] FRPH: Signal=1 (Conf=90.0%), Magnitude=0.54% (Conf=53.2826%)
[2025-12-22T20:35:30.797267] [INFO ] [main      ] Fetching symbol history for PHK...
[2025-12-22T20:35:30.797313] [DEBUG] [REMOTE    ] PHK: Fetching historical data.
[2025-12-22T20:35:30.798049] [INFO ] [main      ] Progress: 82/426 forecasts completed (19.2%). FRPH finished in 0.6s. ETA: 59.3s. Rate: 348.03 forecasts/min
[2025-12-22T20:35:30.810041] [DEBUG] [REMOTE    ] PHK: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:30.811037] [DEBUG] [LOCAL     ] Loaded configuration for PHK: 3 features, N/A% accuracy
[2025-12-22T20:35:30.811092] [INFO ] [LOCAL     ] PHK: Loaded 3 optimal features with 26.52% confidence from JSON config
[2025-12-22T20:35:30.811123] [DEBUG] [MAG       ] Building data for symbol: PHK with lookback: 0
[2025-12-22T20:35:30.811931] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:35:30.811990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:30.817600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:30.818626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:30.821229] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:30.937069] [DEBUG] [MAG       ] OBK: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:30.989711] [DEBUG] [MAG       ] LASE: Last date is validated at 2025-12-22
[2025-12-22T20:35:31.026115] [INFO ] [LOCAL     ] OBK: Saved forecast.
[2025-12-22T20:35:31.026182] [INFO ] [main      ] OBK: Signal=1 (Conf=90.0%), Magnitude=0.46% (Conf=43.6654%)
[2025-12-22T20:35:31.026344] [INFO ] [main      ] Fetching symbol history for BHC...
[2025-12-22T20:35:31.026388] [DEBUG] [REMOTE    ] BHC: Fetching historical data.
[2025-12-22T20:35:31.027675] [INFO ] [main      ] Progress: 83/426 forecasts completed (19.5%). OBK finished in 0.6s. ETA: 59.4s. Rate: 346.65 forecasts/min
[2025-12-22T20:35:31.038175] [DEBUG] [REMOTE    ] BHC: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:31.039184] [DEBUG] [LOCAL     ] Loaded configuration for BHC: 7 features, N/A% accuracy
[2025-12-22T20:35:31.039241] [INFO ] [LOCAL     ] BHC: Loaded 7 optimal features with 49.01% confidence from JSON config
[2025-12-22T20:35:31.039273] [DEBUG] [MAG       ] Building data for symbol: BHC with lookback: 0
[2025-12-22T20:35:31.040083] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-22T20:35:31.040146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:31.040888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-22T20:35:31.041989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-22T20:35:31.044391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:31.046138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:31.046635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-22T20:35:31.047785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-22T20:35:31.049839] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:31.060548] [DEBUG] [MAG       ] CTRA: Last date is validated at 2025-12-22
[2025-12-22T20:35:31.152792] [DEBUG] [MAG       ] LASE: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:31.161226] [DEBUG] [MAG       ] PHK: Last date is validated at 2025-12-22
[2025-12-22T20:35:31.220511] [INFO ] [LOCAL     ] LASE: Saved forecast.
[2025-12-22T20:35:31.220594] [INFO ] [main      ] LASE: Signal=1 (Conf=90.0%), Magnitude=-15.62% (Conf=59.7292%)
[2025-12-22T20:35:31.220939] [INFO ] [main      ] Fetching symbol history for WHD...
[2025-12-22T20:35:31.220988] [DEBUG] [REMOTE    ] WHD: Fetching historical data.
[2025-12-22T20:35:31.221656] [INFO ] [main      ] Progress: 84/426 forecasts completed (19.7%). LASE finished in 0.6s. ETA: 59.3s. Rate: 346.15 forecasts/min
[2025-12-22T20:35:31.226615] [DEBUG] [MAG       ] CTRA: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:31.232983] [DEBUG] [REMOTE    ] WHD: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:31.234097] [DEBUG] [LOCAL     ] Loaded configuration for WHD: 9 features, N/A% accuracy
[2025-12-22T20:35:31.234148] [INFO ] [LOCAL     ] WHD: Loaded 9 optimal features with 56.35% confidence from JSON config
[2025-12-22T20:35:31.234180] [DEBUG] [MAG       ] Building data for symbol: WHD with lookback: 0
[2025-12-22T20:35:31.235163] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-22T20:35:31.235421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:31.240456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:31.242850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-22T20:35:31.249750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:31.251448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:31.251923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-22T20:35:31.252963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-22T20:35:31.254524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-22T20:35:31.255524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-22T20:35:31.256189] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:31.306960] [INFO ] [LOCAL     ] CTRA: Saved forecast.
[2025-12-22T20:35:31.307028] [INFO ] [main      ] CTRA: Signal=1 (Conf=90.0%), Magnitude=-1.88% (Conf=46.8873%)
[2025-12-22T20:35:31.307198] [INFO ] [main      ] Fetching symbol history for FUND...
[2025-12-22T20:35:31.307242] [DEBUG] [REMOTE    ] FUND: Fetching historical data.
[2025-12-22T20:35:31.308693] [INFO ] [main      ] Progress: 85/426 forecasts completed (20.0%). CTRA finished in 0.6s. ETA: 58.8s. Rate: 348.19 forecasts/min
[2025-12-22T20:35:31.320507] [DEBUG] [REMOTE    ] FUND: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:31.321629] [DEBUG] [LOCAL     ] Loaded configuration for FUND: 0 features, N/A% accuracy
[2025-12-22T20:35:31.321682] [INFO ] [LOCAL     ] FUND: Loaded 0 optimal features with 39.62% confidence from JSON config
[2025-12-22T20:35:31.321712] [DEBUG] [MAG       ] Building data for symbol: FUND with lookback: 0
[2025-12-22T20:35:31.322490] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-22T20:35:31.346395] [DEBUG] [MAG       ] PHK: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:31.383811] [DEBUG] [MAG       ] BHC: Last date is validated at 2025-12-22
[2025-12-22T20:35:31.401411] [INFO ] [LOCAL     ] PHK: Saved forecast.
[2025-12-22T20:35:31.401475] [INFO ] [main      ] PHK: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=26.5154%)
[2025-12-22T20:35:31.401847] [INFO ] [main      ] Progress: 86/426 forecasts completed (20.2%). PHK finished in 0.6s. ETA: 58.3s. Rate: 350.06 forecasts/min
[2025-12-22T20:35:31.401970] [INFO ] [main      ] Fetching symbol history for TGLS...
[2025-12-22T20:35:31.402011] [DEBUG] [REMOTE    ] TGLS: Fetching historical data.
[2025-12-22T20:35:31.414405] [DEBUG] [REMOTE    ] TGLS: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:31.415282] [DEBUG] [LOCAL     ] Loaded configuration for TGLS: 8 features, N/A% accuracy
[2025-12-22T20:35:31.415340] [INFO ] [LOCAL     ] TGLS: Loaded 8 optimal features with 53.00% confidence from JSON config
[2025-12-22T20:35:31.415371] [DEBUG] [MAG       ] Building data for symbol: TGLS with lookback: 0
[2025-12-22T20:35:31.416178] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-22T20:35:31.416240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:31.417896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:31.418403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:31.418859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:31.419277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:31.420045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:35:31.529862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-22T20:35:31.554876] [DEBUG] [MAG       ] BHC: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:31.591138] [DEBUG] [MAG       ] WHD: Last date is validated at 2025-12-22
[2025-12-22T20:35:31.607405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-22T20:35:31.610444] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:31.621267] [INFO ] [LOCAL     ] BHC: Saved forecast.
[2025-12-22T20:35:31.621336] [INFO ] [main      ] BHC: Signal=1 (Conf=90.0%), Magnitude=2.04% (Conf=49.0143%)
[2025-12-22T20:35:31.621752] [INFO ] [main      ] Fetching symbol history for BSX...
[2025-12-22T20:35:31.621810] [DEBUG] [REMOTE    ] BSX: Fetching historical data.
[2025-12-22T20:35:31.623074] [INFO ] [main      ] Progress: 87/426 forecasts completed (20.4%). BHC finished in 0.6s. ETA: 58.3s. Rate: 348.89 forecasts/min
[2025-12-22T20:35:31.633622] [DEBUG] [REMOTE    ] BSX: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:31.634450] [DEBUG] [LOCAL     ] Loaded configuration for BSX: 8 features, N/A% accuracy
[2025-12-22T20:35:31.634513] [INFO ] [LOCAL     ] BSX: Loaded 8 optimal features with 48.01% confidence from JSON config
[2025-12-22T20:35:31.634558] [DEBUG] [MAG       ] Building data for symbol: BSX with lookback: 0
[2025-12-22T20:35:31.635396] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-22T20:35:31.635460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:31.640339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:31.642153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:31.642998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:31.643398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:35:31.644178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-22T20:35:31.645986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-22T20:35:31.647992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-22T20:35:31.649593] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:31.654546] [DEBUG] [MAG       ] FUND: Last date is validated at 2025-12-22
[2025-12-22T20:35:31.757020] [DEBUG] [MAG       ] WHD: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:31.820701] [DEBUG] [MAG       ] FUND: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:31.858815] [INFO ] [LOCAL     ] WHD: Saved forecast.
[2025-12-22T20:35:31.858879] [INFO ] [main      ] WHD: Signal=1 (Conf=90.0%), Magnitude=4.84% (Conf=56.3482%)
[2025-12-22T20:35:31.859069] [INFO ] [main      ] Fetching symbol history for DOUG...
[2025-12-22T20:35:31.859113] [DEBUG] [REMOTE    ] DOUG: Fetching historical data.
[2025-12-22T20:35:31.860049] [INFO ] [main      ] Progress: 88/426 forecasts completed (20.7%). WHD finished in 0.6s. ETA: 58.4s. Rate: 347.40 forecasts/min
[2025-12-22T20:35:31.870780] [DEBUG] [REMOTE    ] DOUG: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:31.871796] [DEBUG] [LOCAL     ] Loaded configuration for DOUG: 6 features, N/A% accuracy
[2025-12-22T20:35:31.871848] [INFO ] [LOCAL     ] DOUG: Loaded 6 optimal features with 42.06% confidence from JSON config
[2025-12-22T20:35:31.871880] [DEBUG] [MAG       ] Building data for symbol: DOUG with lookback: 0
[2025-12-22T20:35:31.872456] [INFO ] [LOCAL     ] FUND: Saved forecast.
[2025-12-22T20:35:31.872522] [INFO ] [main      ] FUND: Signal=1 (Conf=90.0%), Magnitude=-0.15% (Conf=39.6219%)
[2025-12-22T20:35:31.872656] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:35:31.872717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:31.872865] [INFO ] [main      ] Fetching symbol history for LMBS...
[2025-12-22T20:35:31.872917] [DEBUG] [REMOTE    ] LMBS: Fetching historical data.
[2025-12-22T20:35:31.874670] [INFO ] [main      ] Progress: 89/426 forecasts completed (20.9%). FUND finished in 0.6s. ETA: 57.6s. Rate: 351.01 forecasts/min
[2025-12-22T20:35:31.877652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:31.879493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:31.879983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:31.880417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-22T20:35:31.883251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-22T20:35:31.884316] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:31.884756] [DEBUG] [REMOTE    ] LMBS: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:31.885798] [DEBUG] [LOCAL     ] Loaded configuration for LMBS: 4 features, N/A% accuracy
[2025-12-22T20:35:31.885861] [INFO ] [LOCAL     ] LMBS: Loaded 4 optimal features with 46.91% confidence from JSON config
[2025-12-22T20:35:31.885894] [DEBUG] [MAG       ] Building data for symbol: LMBS with lookback: 0
[2025-12-22T20:35:31.886702] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:31.886761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:31.891918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:31.893687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:31.894168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:31.894550] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:31.944285] [DEBUG] [MAG       ] TGLS: Last date is validated at 2025-12-22
[2025-12-22T20:35:31.990158] [DEBUG] [MAG       ] BSX: Last date is validated at 2025-12-22
[2025-12-22T20:35:32.109466] [DEBUG] [MAG       ] TGLS: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:32.158863] [DEBUG] [MAG       ] BSX: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:32.211600] [INFO ] [LOCAL     ] TGLS: Saved forecast.
[2025-12-22T20:35:32.211667] [INFO ] [main      ] TGLS: Signal=1 (Conf=90.0%), Magnitude=-0.82% (Conf=53.0028%)
[2025-12-22T20:35:32.212023] [INFO ] [main      ] Fetching symbol history for TMCI...
[2025-12-22T20:35:32.212073] [DEBUG] [REMOTE    ] TMCI: Fetching historical data.
[2025-12-22T20:35:32.212666] [INFO ] [main      ] Progress: 90/426 forecasts completed (21.1%). TGLS finished in 0.8s. ETA: 58.1s. Rate: 347.24 forecasts/min
[2025-12-22T20:35:32.220521] [DEBUG] [MAG       ] DOUG: Last date is validated at 2025-12-22
[2025-12-22T20:35:32.223302] [DEBUG] [REMOTE    ] TMCI: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:32.224437] [DEBUG] [LOCAL     ] Loaded configuration for TMCI: 4 features, N/A% accuracy
[2025-12-22T20:35:32.224489] [INFO ] [LOCAL     ] TMCI: Loaded 4 optimal features with 49.26% confidence from JSON config
[2025-12-22T20:35:32.224521] [DEBUG] [MAG       ] Building data for symbol: TMCI with lookback: 0
[2025-12-22T20:35:32.225313] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:32.225371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:32.226297] [DEBUG] [MAG       ] LMBS: Last date is validated at 2025-12-22
[2025-12-22T20:35:32.230928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:32.233055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:32.233555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:32.233983] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:32.259225] [INFO ] [LOCAL     ] BSX: Saved forecast.
[2025-12-22T20:35:32.259289] [INFO ] [main      ] BSX: Signal=1 (Conf=90.0%), Magnitude=0.52% (Conf=48.0086%)
[2025-12-22T20:35:32.259450] [INFO ] [main      ] Fetching symbol history for NATL...
[2025-12-22T20:35:32.259492] [DEBUG] [REMOTE    ] NATL: Fetching historical data.
[2025-12-22T20:35:32.260635] [INFO ] [main      ] Progress: 91/426 forecasts completed (21.4%). BSX finished in 0.6s. ETA: 57.4s. Rate: 350.02 forecasts/min
[2025-12-22T20:35:32.271286] [DEBUG] [REMOTE    ] NATL: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:32.272278] [DEBUG] [LOCAL     ] Loaded configuration for NATL: 5 features, N/A% accuracy
[2025-12-22T20:35:32.272328] [INFO ] [LOCAL     ] NATL: Loaded 5 optimal features with 57.28% confidence from JSON config
[2025-12-22T20:35:32.272359] [DEBUG] [MAG       ] Building data for symbol: NATL with lookback: 0
[2025-12-22T20:35:32.273166] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:32.273227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:32.273969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:32.276306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-22T20:35:32.277019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-22T20:35:32.279909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-22T20:35:32.281496] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:32.388464] [DEBUG] [MAG       ] DOUG: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:32.405783] [DEBUG] [MAG       ] LMBS: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:32.449704] [INFO ] [LOCAL     ] DOUG: Saved forecast.
[2025-12-22T20:35:32.449772] [INFO ] [main      ] DOUG: Signal=1 (Conf=90.0%), Magnitude=1.41% (Conf=42.0612%)
[2025-12-22T20:35:32.449935] [INFO ] [main      ] Fetching symbol history for HIFS...
[2025-12-22T20:35:32.449978] [DEBUG] [REMOTE    ] HIFS: Fetching historical data.
[2025-12-22T20:35:32.450867] [INFO ] [main      ] Progress: 92/426 forecasts completed (21.6%). DOUG finished in 0.6s. ETA: 57.3s. Rate: 349.60 forecasts/min
[2025-12-22T20:35:32.462083] [DEBUG] [REMOTE    ] HIFS: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:32.463006] [DEBUG] [LOCAL     ] Loaded configuration for HIFS: 9 features, N/A% accuracy
[2025-12-22T20:35:32.463063] [INFO ] [LOCAL     ] HIFS: Loaded 9 optimal features with 58.59% confidence from JSON config
[2025-12-22T20:35:32.463100] [DEBUG] [MAG       ] Building data for symbol: HIFS with lookback: 0
[2025-12-22T20:35:32.463908] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-22T20:35:32.463973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:32.465904] [INFO ] [LOCAL     ] LMBS: Saved forecast.
[2025-12-22T20:35:32.465976] [INFO ] [main      ] LMBS: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=46.9091%)
[2025-12-22T20:35:32.466410] [INFO ] [main      ] Progress: 93/426 forecasts completed (21.8%). LMBS finished in 0.6s. ETA: 56.6s. Rate: 353.05 forecasts/min
[2025-12-22T20:35:32.466562] [INFO ] [main      ] Fetching symbol history for MSGS...
[2025-12-22T20:35:32.466624] [DEBUG] [REMOTE    ] MSGS: Fetching historical data.
[2025-12-22T20:35:32.468873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:32.470732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:32.471227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:32.471642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:32.472384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:32.473212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:35:32.479636] [DEBUG] [REMOTE    ] MSGS: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:32.480639] [DEBUG] [LOCAL     ] Loaded configuration for MSGS: 7 features, N/A% accuracy
[2025-12-22T20:35:32.480699] [INFO ] [LOCAL     ] MSGS: Loaded 7 optimal features with 39.29% confidence from JSON config
[2025-12-22T20:35:32.480730] [DEBUG] [MAG       ] Building data for symbol: MSGS with lookback: 0
[2025-12-22T20:35:32.481555] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-22T20:35:32.481636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:32.486836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:32.488791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:32.489362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:32.489829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:32.492254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:35:32.493920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-22T20:35:32.495040] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:32.569788] [DEBUG] [MAG       ] TMCI: Last date is validated at 2025-12-22
[2025-12-22T20:35:32.583235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:35:32.621190] [DEBUG] [MAG       ] NATL: Last date is validated at 2025-12-22
[2025-12-22T20:35:32.621954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-22T20:35:32.625032] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:32.733550] [DEBUG] [MAG       ] TMCI: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:32.784266] [DEBUG] [MAG       ] NATL: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:32.800347] [INFO ] [LOCAL     ] TMCI: Saved forecast.
[2025-12-22T20:35:32.800417] [INFO ] [main      ] TMCI: Signal=1 (Conf=90.0%), Magnitude=-0.52% (Conf=49.2561%)
[2025-12-22T20:35:32.800899] [INFO ] [main      ] Fetching symbol history for BJ...
[2025-12-22T20:35:32.800952] [DEBUG] [REMOTE    ] BJ: Fetching historical data.
[2025-12-22T20:35:32.801684] [INFO ] [main      ] Progress: 94/426 forecasts completed (22.1%). TMCI finished in 0.6s. ETA: 57.0s. Rate: 349.44 forecasts/min
[2025-12-22T20:35:32.813880] [DEBUG] [REMOTE    ] BJ: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:32.814880] [DEBUG] [LOCAL     ] Loaded configuration for BJ: 3 features, N/A% accuracy
[2025-12-22T20:35:32.814938] [INFO ] [LOCAL     ] BJ: Loaded 3 optimal features with 46.22% confidence from JSON config
[2025-12-22T20:35:32.814969] [DEBUG] [MAG       ] Building data for symbol: BJ with lookback: 0
[2025-12-22T20:35:32.815803] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:35:32.815865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:32.820688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:35:32.821936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-22T20:35:32.822961] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:32.865558] [DEBUG] [MAG       ] MSGS: Last date is validated at 2025-12-22
[2025-12-22T20:35:32.871031] [INFO ] [LOCAL     ] NATL: Saved forecast.
[2025-12-22T20:35:32.871098] [INFO ] [main      ] NATL: Signal=1 (Conf=90.0%), Magnitude=0.72% (Conf=57.2769%)
[2025-12-22T20:35:32.871489] [INFO ] [main      ] Fetching symbol history for SQNS...
[2025-12-22T20:35:32.871539] [DEBUG] [REMOTE    ] SQNS: Fetching historical data.
[2025-12-22T20:35:32.872673] [INFO ] [main      ] Progress: 95/426 forecasts completed (22.3%). NATL finished in 0.6s. ETA: 56.5s. Rate: 351.61 forecasts/min
[2025-12-22T20:35:32.883290] [DEBUG] [REMOTE    ] SQNS: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:32.884335] [DEBUG] [LOCAL     ] Loaded configuration for SQNS: 9 features, N/A% accuracy
[2025-12-22T20:35:32.884387] [INFO ] [LOCAL     ] SQNS: Loaded 9 optimal features with 41.06% confidence from JSON config
[2025-12-22T20:35:32.884419] [DEBUG] [MAG       ] Building data for symbol: SQNS with lookback: 0
[2025-12-22T20:35:32.885202] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-22T20:35:32.885276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:32.890060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:32.891813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:32.892298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:32.892704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:32.893546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:32.895901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:35:32.964241] [DEBUG] [MAG       ] HIFS: Last date is validated at 2025-12-22
[2025-12-22T20:35:33.001631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:35:33.002677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:35:33.003900] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:33.042210] [DEBUG] [MAG       ] MSGS: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:33.145272] [DEBUG] [MAG       ] HIFS: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:33.160987] [DEBUG] [MAG       ] BJ: Last date is validated at 2025-12-22
[2025-12-22T20:35:33.171021] [INFO ] [LOCAL     ] MSGS: Saved forecast.
[2025-12-22T20:35:33.171090] [INFO ] [main      ] MSGS: Signal=1 (Conf=90.0%), Magnitude=1.71% (Conf=39.2888%)
[2025-12-22T20:35:33.171279] [INFO ] [main      ] Fetching symbol history for BDN...
[2025-12-22T20:35:33.171325] [DEBUG] [REMOTE    ] BDN: Fetching historical data.
[2025-12-22T20:35:33.173659] [INFO ] [main      ] Progress: 96/426 forecasts completed (22.5%). MSGS finished in 0.7s. ETA: 56.8s. Rate: 348.83 forecasts/min
[2025-12-22T20:35:33.183939] [DEBUG] [REMOTE    ] BDN: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:33.185157] [DEBUG] [LOCAL     ] Loaded configuration for BDN: 4 features, N/A% accuracy
[2025-12-22T20:35:33.185214] [INFO ] [LOCAL     ] BDN: Loaded 4 optimal features with 54.69% confidence from JSON config
[2025-12-22T20:35:33.185246] [DEBUG] [MAG       ] Building data for symbol: BDN with lookback: 0
[2025-12-22T20:35:33.186166] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:33.186232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:35:33.227060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:35:33.278364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:35:33.279893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-22T20:35:33.280634] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:33.294307] [INFO ] [LOCAL     ] HIFS: Saved forecast.
[2025-12-22T20:35:33.294379] [INFO ] [main      ] HIFS: Signal=1 (Conf=90.0%), Magnitude=3.60% (Conf=58.5888%)
[2025-12-22T20:35:33.294788] [INFO ] [main      ] Fetching symbol history for HWH...
[2025-12-22T20:35:33.294846] [DEBUG] [REMOTE    ] HWH: Fetching historical data.
[2025-12-22T20:35:33.295649] [INFO ] [main      ] Progress: 97/426 forecasts completed (22.8%). HIFS finished in 0.8s. ETA: 56.4s. Rate: 349.88 forecasts/min
[2025-12-22T20:35:33.305984] [DEBUG] [REMOTE    ] HWH: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:33.307162] [DEBUG] [LOCAL     ] Loaded configuration for HWH: 3 features, N/A% accuracy
[2025-12-22T20:35:33.307220] [INFO ] [LOCAL     ] HWH: Loaded 3 optimal features with 36.71% confidence from JSON config
[2025-12-22T20:35:33.307252] [DEBUG] [MAG       ] Building data for symbol: HWH with lookback: 0
[2025-12-22T20:35:33.308099] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:35:33.308164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:33.313894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:35:33.315104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-22T20:35:33.319529] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:33.325802] [DEBUG] [MAG       ] BJ: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:33.334911] [DEBUG] [MAG       ] SQNS: Last date is validated at 2025-12-22
[2025-12-22T20:35:33.425146] [INFO ] [LOCAL     ] BJ: Saved forecast.
[2025-12-22T20:35:33.425212] [INFO ] [main      ] BJ: Signal=1 (Conf=90.0%), Magnitude=0.92% (Conf=46.2187%)
[2025-12-22T20:35:33.425564] [INFO ] [main      ] Fetching symbol history for KBWY...
[2025-12-22T20:35:33.425629] [DEBUG] [REMOTE    ] KBWY: Fetching historical data.
[2025-12-22T20:35:33.426533] [INFO ] [main      ] Progress: 98/426 forecasts completed (23.0%). BJ finished in 0.6s. ETA: 56.1s. Rate: 350.73 forecasts/min
[2025-12-22T20:35:33.437872] [DEBUG] [REMOTE    ] KBWY: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:33.438771] [DEBUG] [LOCAL     ] Loaded configuration for KBWY: 1 features, N/A% accuracy
[2025-12-22T20:35:33.438828] [INFO ] [LOCAL     ] KBWY: Loaded 1 optimal features with 53.29% confidence from JSON config
[2025-12-22T20:35:33.438870] [DEBUG] [MAG       ] Building data for symbol: KBWY with lookback: 0
[2025-12-22T20:35:33.439706] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-22T20:35:33.439765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-22T20:35:33.441854] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:33.500303] [DEBUG] [MAG       ] SQNS: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:33.634191] [DEBUG] [MAG       ] BDN: Last date is validated at 2025-12-22
[2025-12-22T20:35:33.645362] [INFO ] [LOCAL     ] SQNS: Saved forecast.
[2025-12-22T20:35:33.645437] [INFO ] [main      ] SQNS: Signal=1 (Conf=90.0%), Magnitude=-6.96% (Conf=41.0619%)
[2025-12-22T20:35:33.645802] [INFO ] [main      ] Fetching symbol history for AXON...
[2025-12-22T20:35:33.645854] [DEBUG] [REMOTE    ] AXON: Fetching historical data.
[2025-12-22T20:35:33.647067] [INFO ] [main      ] Progress: 99/426 forecasts completed (23.2%). SQNS finished in 0.8s. ETA: 56.1s. Rate: 349.71 forecasts/min
[2025-12-22T20:35:33.657478] [DEBUG] [REMOTE    ] AXON: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:33.658475] [DEBUG] [LOCAL     ] Loaded configuration for AXON: 9 features, N/A% accuracy
[2025-12-22T20:35:33.658527] [INFO ] [LOCAL     ] AXON: Loaded 9 optimal features with 63.61% confidence from JSON config
[2025-12-22T20:35:33.658558] [DEBUG] [MAG       ] Building data for symbol: AXON with lookback: 0
[2025-12-22T20:35:33.659376] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-22T20:35:33.659438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:33.662997] [DEBUG] [MAG       ] HWH: Last date is validated at 2025-12-22
[2025-12-22T20:35:33.664217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:33.665982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:33.666463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:33.666912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:33.667300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:33.669666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:35:33.709938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-22T20:35:33.712734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-22T20:35:33.713463] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:33.783145] [DEBUG] [MAG       ] KBWY: Last date is validated at 2025-12-22
[2025-12-22T20:35:33.813785] [DEBUG] [MAG       ] BDN: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:33.829997] [DEBUG] [MAG       ] HWH: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:33.875852] [INFO ] [LOCAL     ] BDN: Saved forecast.
[2025-12-22T20:35:33.875927] [INFO ] [main      ] BDN: Signal=1 (Conf=90.0%), Magnitude=-0.56% (Conf=54.6938%)
[2025-12-22T20:35:33.876431] [INFO ] [main      ] Fetching symbol history for AGNCL...
[2025-12-22T20:35:33.876489] [DEBUG] [REMOTE    ] AGNCL: Fetching historical data.
[2025-12-22T20:35:33.876665] [INFO ] [main      ] Progress: 100/426 forecasts completed (23.5%). BDN finished in 0.7s. ETA: 56.1s. Rate: 348.53 forecasts/min
[2025-12-22T20:35:33.888547] [DEBUG] [REMOTE    ] AGNCL: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:33.889489] [DEBUG] [LOCAL     ] Loaded configuration for AGNCL: 3 features, N/A% accuracy
[2025-12-22T20:35:33.889553] [INFO ] [LOCAL     ] AGNCL: Loaded 3 optimal features with 56.45% confidence from JSON config
[2025-12-22T20:35:33.889619] [DEBUG] [MAG       ] Building data for symbol: AGNCL with lookback: 0
[2025-12-22T20:35:33.890494] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:35:33.890554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:35:33.903217] [INFO ] [LOCAL     ] HWH: Saved forecast.
[2025-12-22T20:35:33.903283] [INFO ] [main      ] HWH: Signal=1 (Conf=90.0%), Magnitude=-1.58% (Conf=36.7107%)
[2025-12-22T20:35:33.903442] [INFO ] [main      ] Fetching symbol history for ARES...
[2025-12-22T20:35:33.903483] [DEBUG] [REMOTE    ] ARES: Fetching historical data.
[2025-12-22T20:35:33.904641] [INFO ] [main      ] Progress: 101/426 forecasts completed (23.7%). HWH finished in 0.6s. ETA: 55.5s. Rate: 351.44 forecasts/min
[2025-12-22T20:35:33.915066] [DEBUG] [REMOTE    ] ARES: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:33.915941] [DEBUG] [LOCAL     ] Loaded configuration for ARES: 4 features, N/A% accuracy
[2025-12-22T20:35:33.915997] [INFO ] [LOCAL     ] ARES: Loaded 4 optimal features with 55.42% confidence from JSON config
[2025-12-22T20:35:33.916030] [DEBUG] [MAG       ] Building data for symbol: ARES with lookback: 0
[2025-12-22T20:35:33.916816] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:33.916875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:33.918528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:33.919066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:33.919835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:35:33.938453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-22T20:35:33.942798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-22T20:35:33.947076] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:33.953257] [DEBUG] [MAG       ] KBWY: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:34.010244] [INFO ] [LOCAL     ] KBWY: Saved forecast.
[2025-12-22T20:35:34.010316] [INFO ] [main      ] KBWY: Signal=1 (Conf=90.0%), Magnitude=-1.38% (Conf=53.2943%)
[2025-12-22T20:35:34.010481] [INFO ] [main      ] Fetching symbol history for ESTA...
[2025-12-22T20:35:34.010549] [DEBUG] [REMOTE    ] ESTA: Fetching historical data.
[2025-12-22T20:35:34.012327] [INFO ] [main      ] Progress: 102/426 forecasts completed (23.9%). KBWY finished in 0.6s. ETA: 55.1s. Rate: 352.72 forecasts/min
[2025-12-22T20:35:34.022757] [DEBUG] [REMOTE    ] ESTA: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:34.023708] [DEBUG] [LOCAL     ] Loaded configuration for ESTA: 5 features, N/A% accuracy
[2025-12-22T20:35:34.023764] [INFO ] [LOCAL     ] ESTA: Loaded 5 optimal features with 49.92% confidence from JSON config
[2025-12-22T20:35:34.023795] [DEBUG] [MAG       ] Building data for symbol: ESTA with lookback: 0
[2025-12-22T20:35:34.024555] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:34.024634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:34.026293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:34.026829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:34.027220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:34.028117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:35:34.034532] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:34.062969] [DEBUG] [MAG       ] AXON: Last date is validated at 2025-12-22
[2025-12-22T20:35:34.076294] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:34.233522] [DEBUG] [MAG       ] AXON: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:34.303242] [DEBUG] [MAG       ] AGNCL: Last date is validated at 2025-12-22
[2025-12-22T20:35:34.367186] [DEBUG] [MAG       ] ARES: Last date is validated at 2025-12-22
[2025-12-22T20:35:34.416169] [DEBUG] [MAG       ] ESTA: Last date is validated at 2025-12-22
[2025-12-22T20:35:34.440349] [INFO ] [LOCAL     ] AXON: Saved forecast.
[2025-12-22T20:35:34.440424] [INFO ] [main      ] AXON: Signal=1 (Conf=90.0%), Magnitude=10.08% (Conf=63.6148%)
[2025-12-22T20:35:34.440612] [INFO ] [main      ] Fetching symbol history for ATRO...
[2025-12-22T20:35:34.440660] [DEBUG] [REMOTE    ] ATRO: Fetching historical data.
[2025-12-22T20:35:34.441663] [INFO ] [main      ] Progress: 103/426 forecasts completed (24.2%). AXON finished in 0.8s. ETA: 55.8s. Rate: 347.58 forecasts/min
[2025-12-22T20:35:34.454826] [DEBUG] [REMOTE    ] ATRO: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:34.455704] [DEBUG] [LOCAL     ] Loaded configuration for ATRO: 2 features, N/A% accuracy
[2025-12-22T20:35:34.455762] [INFO ] [LOCAL     ] ATRO: Loaded 2 optimal features with 61.51% confidence from JSON config
[2025-12-22T20:35:34.455795] [DEBUG] [MAG       ] Building data for symbol: ATRO with lookback: 0
[2025-12-22T20:35:34.456654] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:35:34.456717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:34.461640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:35:34.463034] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:34.483903] [DEBUG] [MAG       ] AGNCL: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:34.541390] [INFO ] [LOCAL     ] AGNCL: Saved forecast.
[2025-12-22T20:35:34.541461] [INFO ] [main      ] AGNCL: Signal=1 (Conf=90.0%), Magnitude=-0.27% (Conf=56.4549%)
[2025-12-22T20:35:34.541877] [INFO ] [main      ] Fetching symbol history for KIDS...
[2025-12-22T20:35:34.541936] [DEBUG] [REMOTE    ] KIDS: Fetching historical data.
[2025-12-22T20:35:34.542635] [INFO ] [main      ] Progress: 104/426 forecasts completed (24.4%). AGNCL finished in 0.7s. ETA: 55.4s. Rate: 348.97 forecasts/min
[2025-12-22T20:35:34.542874] [DEBUG] [MAG       ] ARES: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:34.555004] [DEBUG] [REMOTE    ] KIDS: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:34.556154] [DEBUG] [LOCAL     ] Loaded configuration for KIDS: 9 features, N/A% accuracy
[2025-12-22T20:35:34.556211] [INFO ] [LOCAL     ] KIDS: Loaded 9 optimal features with 63.26% confidence from JSON config
[2025-12-22T20:35:34.556250] [DEBUG] [MAG       ] Building data for symbol: KIDS with lookback: 0
[2025-12-22T20:35:34.557199] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-22T20:35:34.557266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:34.558110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-22T20:35:34.560022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-22T20:35:34.560809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:34.562725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-22T20:35:34.564014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-22T20:35:34.565237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:34.565759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-22T20:35:34.568001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-22T20:35:34.571036] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:34.584244] [DEBUG] [MAG       ] ESTA: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:34.676911] [INFO ] [LOCAL     ] ARES: Saved forecast.
[2025-12-22T20:35:34.676979] [INFO ] [main      ] ARES: Signal=1 (Conf=90.0%), Magnitude=2.34% (Conf=55.416%)
[2025-12-22T20:35:34.677347] [INFO ] [main      ] Fetching symbol history for GTES...
[2025-12-22T20:35:34.677398] [DEBUG] [REMOTE    ] GTES: Fetching historical data.
[2025-12-22T20:35:34.677403] [INFO ] [main      ] Progress: 105/426 forecasts completed (24.6%). ARES finished in 0.8s. ETA: 55.1s. Rate: 349.69 forecasts/min
[2025-12-22T20:35:34.686887] [INFO ] [LOCAL     ] ESTA: Saved forecast.
[2025-12-22T20:35:34.686950] [INFO ] [main      ] ESTA: Signal=1 (Conf=90.0%), Magnitude=0.53% (Conf=49.9198%)
[2025-12-22T20:35:34.687267] [INFO ] [main      ] Fetching symbol history for APLD...
[2025-12-22T20:35:34.687316] [DEBUG] [REMOTE    ] APLD: Fetching historical data.
[2025-12-22T20:35:34.688155] [INFO ] [main      ] Progress: 106/426 forecasts completed (24.9%). ESTA finished in 0.7s. ETA: 54.4s. Rate: 352.81 forecasts/min
[2025-12-22T20:35:34.688773] [DEBUG] [REMOTE    ] GTES: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:34.690086] [DEBUG] [LOCAL     ] Loaded configuration for GTES: 2 features, N/A% accuracy
[2025-12-22T20:35:34.690404] [INFO ] [LOCAL     ] GTES: Loaded 2 optimal features with 47.82% confidence from JSON config
[2025-12-22T20:35:34.690458] [DEBUG] [MAG       ] Building data for symbol: GTES with lookback: 0
[2025-12-22T20:35:34.691383] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:35:34.691446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:34.696844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-22T20:35:34.700444] [DEBUG] [REMOTE    ] APLD: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:34.701591] [DEBUG] [LOCAL     ] Loaded configuration for APLD: 5 features, N/A% accuracy
[2025-12-22T20:35:34.701653] [INFO ] [LOCAL     ] APLD: Loaded 5 optimal features with 47.19% confidence from JSON config
[2025-12-22T20:35:34.701686] [DEBUG] [MAG       ] Building data for symbol: APLD with lookback: 0
[2025-12-22T20:35:34.702629] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:34.702698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:34.707766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:35:34.709632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:35:34.761159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-22T20:35:34.762095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-22T20:35:34.763442] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:34.779622] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:34.807344] [DEBUG] [MAG       ] ATRO: Last date is validated at 2025-12-22
[2025-12-22T20:35:34.933087] [DEBUG] [MAG       ] KIDS: Last date is validated at 2025-12-22
[2025-12-22T20:35:34.982026] [DEBUG] [MAG       ] ATRO: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:35.071770] [INFO ] [LOCAL     ] ATRO: Saved forecast.
[2025-12-22T20:35:35.071838] [INFO ] [main      ] ATRO: Signal=1 (Conf=90.0%), Magnitude=-0.79% (Conf=61.5086%)
[2025-12-22T20:35:35.072202] [INFO ] [main      ] Fetching symbol history for TBIL...
[2025-12-22T20:35:35.072253] [DEBUG] [REMOTE    ] TBIL: Fetching historical data.
[2025-12-22T20:35:35.072660] [INFO ] [main      ] Progress: 107/426 forecasts completed (25.1%). ATRO finished in 0.6s. ETA: 54.9s. Rate: 348.70 forecasts/min
[2025-12-22T20:35:35.083877] [DEBUG] [REMOTE    ] TBIL: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:35.084949] [DEBUG] [LOCAL     ] Loaded configuration for TBIL: 50 features, N/A% accuracy
[2025-12-22T20:35:35.085007] [INFO ] [LOCAL     ] TBIL: Loaded 50 optimal features with 14.41% confidence from JSON config
[2025-12-22T20:35:35.085040] [DEBUG] [MAG       ] Building data for symbol: TBIL with lookback: 0
[2025-12-22T20:35:35.085873] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-22T20:35:35.085979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:35.091077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:35.092899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:35.093420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:35.093889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:35.094288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:35.095081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:35.095926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:35.098389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:35:35.102530] [DEBUG] [MAG       ] APLD: Last date is validated at 2025-12-22
[2025-12-22T20:35:35.108920] [DEBUG] [MAG       ] GTES: Last date is validated at 2025-12-22
[2025-12-22T20:35:35.109640] [DEBUG] [MAG       ] KIDS: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:35.201985] [INFO ] [LOCAL     ] KIDS: Saved forecast.
[2025-12-22T20:35:35.202400] [INFO ] [main      ] KIDS: Signal=1 (Conf=90.0%), Magnitude=-3.19% (Conf=63.2605%)
[2025-12-22T20:35:35.202584] [INFO ] [main      ] Fetching symbol history for ABG...
[2025-12-22T20:35:35.202634] [DEBUG] [REMOTE    ] ABG: Fetching historical data.
[2025-12-22T20:35:35.203673] [INFO ] [main      ] Progress: 108/426 forecasts completed (25.4%). KIDS finished in 0.7s. ETA: 54.6s. Rate: 349.47 forecasts/min
[2025-12-22T20:35:35.214937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:35:35.217186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:35:35.217867] [DEBUG] [REMOTE    ] ABG: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:35.218985] [DEBUG] [LOCAL     ] Loaded configuration for ABG: 3 features, N/A% accuracy
[2025-12-22T20:35:35.219062] [INFO ] [LOCAL     ] ABG: Loaded 3 optimal features with 65.53% confidence from JSON config
[2025-12-22T20:35:35.219094] [DEBUG] [MAG       ] Building data for symbol: ABG with lookback: 0
[2025-12-22T20:35:35.219903] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:35:35.219962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:35.224719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:35:35.256313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:35:35.257650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:35:35.263803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-22T20:35:35.264639] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:35.275222] [DEBUG] [MAG       ] APLD: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:35.283761] [DEBUG] [MAG       ] GTES: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:35.298051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:35:35.298946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:35:35.300280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-22T20:35:35.355832] [INFO ] [LOCAL     ] GTES: Saved forecast.
[2025-12-22T20:35:35.355908] [INFO ] [main      ] GTES: Signal=1 (Conf=90.0%), Magnitude=3.24% (Conf=47.8169%)
[2025-12-22T20:35:35.356261] [INFO ] [main      ] Fetching symbol history for FIGS...
[2025-12-22T20:35:35.356311] [DEBUG] [REMOTE    ] FIGS: Fetching historical data.
[2025-12-22T20:35:35.356332] [INFO ] [main      ] Progress: 109/426 forecasts completed (25.6%). GTES finished in 0.7s. ETA: 54.4s. Rate: 349.83 forecasts/min
[2025-12-22T20:35:35.367043] [DEBUG] [REMOTE    ] FIGS: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:35.368046] [DEBUG] [LOCAL     ] Loaded configuration for FIGS: 5 features, N/A% accuracy
[2025-12-22T20:35:35.368097] [INFO ] [LOCAL     ] FIGS: Loaded 5 optimal features with 47.85% confidence from JSON config
[2025-12-22T20:35:35.368127] [DEBUG] [MAG       ] Building data for symbol: FIGS with lookback: 0
[2025-12-22T20:35:35.368932] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:35.368992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:35.370700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:35.371214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:35.371625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-22T20:35:35.375721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-22T20:35:35.376412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-22T20:35:35.377268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-22T20:35:35.377689] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:35.379188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-22T20:35:35.382002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-22T20:35:35.383124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-22T20:35:35.385164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-22T20:35:35.385919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-22T20:35:35.390316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-22T20:35:35.391490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-22T20:35:35.392819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-22T20:35:35.394322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-22T20:35:35.397171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-22T20:35:35.397848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-22T20:35:35.398546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-22T20:35:35.400663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-22T20:35:35.401772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-22T20:35:35.402476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-22T20:35:35.403209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-22T20:35:35.403923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-22T20:35:35.406756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-22T20:35:35.408421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-22T20:35:35.410946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-22T20:35:35.413221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-22T20:35:35.417258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-22T20:35:35.435489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-22T20:35:35.436837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-22T20:35:35.438948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-22T20:35:35.439930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-22T20:35:35.441676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-22T20:35:35.443389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-22T20:35:35.444379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-22T20:35:35.445686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-22T20:35:35.447930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-22T20:35:35.449775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-22T20:35:35.451697] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:35.468603] [INFO ] [LOCAL     ] APLD: Saved forecast.
[2025-12-22T20:35:35.468672] [INFO ] [main      ] APLD: Signal=1 (Conf=90.0%), Magnitude=10.01% (Conf=47.1878%)
[2025-12-22T20:35:35.468857] [INFO ] [main      ] Fetching symbol history for AFYA...
[2025-12-22T20:35:35.468903] [DEBUG] [REMOTE    ] AFYA: Fetching historical data.
[2025-12-22T20:35:35.470373] [INFO ] [main      ] Progress: 110/426 forecasts completed (25.8%). APLD finished in 0.8s. ETA: 54.0s. Rate: 350.90 forecasts/min
[2025-12-22T20:35:35.482160] [DEBUG] [REMOTE    ] AFYA: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:35.483113] [DEBUG] [LOCAL     ] Loaded configuration for AFYA: 0 features, N/A% accuracy
[2025-12-22T20:35:35.483167] [INFO ] [LOCAL     ] AFYA: Loaded 0 optimal features with 44.94% confidence from JSON config
[2025-12-22T20:35:35.483199] [DEBUG] [MAG       ] Building data for symbol: AFYA with lookback: 0
[2025-12-22T20:35:35.484013] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-22T20:35:35.603307] [DEBUG] [MAG       ] ABG: Last date is validated at 2025-12-22
[2025-12-22T20:35:35.707097] [DEBUG] [MAG       ] FIGS: Last date is validated at 2025-12-22
[2025-12-22T20:35:35.774074] [DEBUG] [MAG       ] ABG: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:35.801471] [DEBUG] [MAG       ] TBIL: Last date is validated at 2025-12-22
[2025-12-22T20:35:35.818094] [DEBUG] [MAG       ] AFYA: Last date is validated at 2025-12-22
[2025-12-22T20:35:35.870973] [DEBUG] [MAG       ] FIGS: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:35.906854] [INFO ] [LOCAL     ] ABG: Saved forecast.
[2025-12-22T20:35:35.906929] [INFO ] [main      ] ABG: Signal=1 (Conf=90.0%), Magnitude=-0.34% (Conf=65.5309%)
[2025-12-22T20:35:35.907316] [INFO ] [main      ] Fetching symbol history for WKSP...
[2025-12-22T20:35:35.907367] [DEBUG] [REMOTE    ] WKSP: Fetching historical data.
[2025-12-22T20:35:35.907665] [INFO ] [main      ] Progress: 111/426 forecasts completed (26.1%). ABG finished in 0.7s. ETA: 54.6s. Rate: 346.04 forecasts/min
[2025-12-22T20:35:35.919687] [DEBUG] [REMOTE    ] WKSP: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:35.920860] [DEBUG] [LOCAL     ] Loaded configuration for WKSP: 6 features, N/A% accuracy
[2025-12-22T20:35:35.920912] [INFO ] [LOCAL     ] WKSP: Loaded 6 optimal features with 55.74% confidence from JSON config
[2025-12-22T20:35:35.920944] [DEBUG] [MAG       ] Building data for symbol: WKSP with lookback: 0
[2025-12-22T20:35:35.921771] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:35:35.921832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:35.926561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:35.928346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:35.928869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:35:35.929658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-22T20:35:35.930326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-22T20:35:35.931849] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:35.941403] [INFO ] [LOCAL     ] FIGS: Saved forecast.
[2025-12-22T20:35:35.941466] [INFO ] [main      ] FIGS: Signal=1 (Conf=90.0%), Magnitude=-1.76% (Conf=47.8543%)
[2025-12-22T20:35:35.941907] [INFO ] [main      ] Fetching symbol history for AES...
[2025-12-22T20:35:35.941960] [DEBUG] [REMOTE    ] AES: Fetching historical data.
[2025-12-22T20:35:35.942652] [INFO ] [main      ] Progress: 112/426 forecasts completed (26.3%). FIGS finished in 0.6s. ETA: 54.1s. Rate: 348.53 forecasts/min
[2025-12-22T20:35:35.954078] [DEBUG] [REMOTE    ] AES: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:35.954815] [DEBUG] [LOCAL     ] Loaded configuration for AES: 1 features, N/A% accuracy
[2025-12-22T20:35:35.954883] [INFO ] [LOCAL     ] AES: Loaded 1 optimal features with 55.64% confidence from JSON config
[2025-12-22T20:35:35.954917] [DEBUG] [MAG       ] Building data for symbol: AES with lookback: 0
[2025-12-22T20:35:35.955741] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-22T20:35:35.955799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-22T20:35:35.957844] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:35.970638] [DEBUG] [MAG       ] TBIL: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:35.988286] [DEBUG] [MAG       ] AFYA: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:36.049239] [INFO ] [LOCAL     ] AFYA: Saved forecast.
[2025-12-22T20:35:36.049305] [INFO ] [main      ] AFYA: Signal=1 (Conf=90.0%), Magnitude=-0.19% (Conf=44.9433%)
[2025-12-22T20:35:36.049470] [INFO ] [main      ] Fetching symbol history for CELZ...
[2025-12-22T20:35:36.049514] [DEBUG] [REMOTE    ] CELZ: Fetching historical data.
[2025-12-22T20:35:36.050222] [INFO ] [main      ] Progress: 113/426 forecasts completed (26.5%). AFYA finished in 0.6s. ETA: 53.7s. Rate: 349.69 forecasts/min
[2025-12-22T20:35:36.061448] [DEBUG] [REMOTE    ] CELZ: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:36.062456] [DEBUG] [LOCAL     ] Loaded configuration for CELZ: 6 features, N/A% accuracy
[2025-12-22T20:35:36.062509] [INFO ] [LOCAL     ] CELZ: Loaded 6 optimal features with 68.76% confidence from JSON config
[2025-12-22T20:35:36.062540] [DEBUG] [MAG       ] Building data for symbol: CELZ with lookback: 0
[2025-12-22T20:35:36.063402] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:35:36.063466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:36.068293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:36.070150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:36.070712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:36.071126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-22T20:35:36.073988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-22T20:35:36.074678] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:36.229796] [INFO ] [LOCAL     ] TBIL: Saved forecast.
[2025-12-22T20:35:36.229863] [INFO ] [main      ] TBIL: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.406%)
[2025-12-22T20:35:36.230220] [INFO ] [main      ] Fetching symbol history for WCLD...
[2025-12-22T20:35:36.230280] [DEBUG] [REMOTE    ] WCLD: Fetching historical data.
[2025-12-22T20:35:36.230665] [INFO ] [main      ] Progress: 114/426 forecasts completed (26.8%). TBIL finished in 1.2s. ETA: 53.6s. Rate: 349.53 forecasts/min
[2025-12-22T20:35:36.242469] [DEBUG] [REMOTE    ] WCLD: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:36.243486] [DEBUG] [LOCAL     ] Loaded configuration for WCLD: 5 features, N/A% accuracy
[2025-12-22T20:35:36.243543] [INFO ] [LOCAL     ] WCLD: Loaded 5 optimal features with 53.31% confidence from JSON config
[2025-12-22T20:35:36.243598] [DEBUG] [MAG       ] Building data for symbol: WCLD with lookback: 0
[2025-12-22T20:35:36.244405] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:36.244469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:36.246206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:36.246757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:36.248018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:36.250481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-22T20:35:36.274713] [DEBUG] [MAG       ] WKSP: Last date is validated at 2025-12-22
[2025-12-22T20:35:36.291410] [DEBUG] [MAG       ] AES: Last date is validated at 2025-12-22
[2025-12-22T20:35:36.324358] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:36.407641] [DEBUG] [MAG       ] CELZ: Last date is validated at 2025-12-22
[2025-12-22T20:35:36.441867] [DEBUG] [MAG       ] WKSP: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:36.464883] [DEBUG] [MAG       ] AES: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:36.517530] [INFO ] [LOCAL     ] WKSP: Saved forecast.
[2025-12-22T20:35:36.517618] [INFO ] [main      ] WKSP: Signal=1 (Conf=90.0%), Magnitude=-2.93% (Conf=55.7376%)
[2025-12-22T20:35:36.517791] [INFO ] [main      ] Fetching symbol history for CAAP...
[2025-12-22T20:35:36.517843] [DEBUG] [REMOTE    ] CAAP: Fetching historical data.
[2025-12-22T20:35:36.519665] [INFO ] [main      ] Progress: 115/426 forecasts completed (27.0%). WKSP finished in 0.6s. ETA: 53.7s. Rate: 347.46 forecasts/min
[2025-12-22T20:35:36.530606] [DEBUG] [REMOTE    ] CAAP: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:36.532865] [DEBUG] [LOCAL     ] Loaded configuration for CAAP: 8 features, N/A% accuracy
[2025-12-22T20:35:36.532935] [INFO ] [LOCAL     ] CAAP: Loaded 8 optimal features with 49.03% confidence from JSON config
[2025-12-22T20:35:36.532970] [DEBUG] [MAG       ] Building data for symbol: CAAP with lookback: 0
[2025-12-22T20:35:36.533565] [INFO ] [LOCAL     ] AES: Saved forecast.
[2025-12-22T20:35:36.533657] [INFO ] [main      ] AES: Signal=1 (Conf=90.0%), Magnitude=0.91% (Conf=55.6418%)
[2025-12-22T20:35:36.533812] [INFO ] [main      ] Fetching symbol history for CSTL...
[2025-12-22T20:35:36.533856] [DEBUG] [REMOTE    ] CSTL: Fetching historical data.
[2025-12-22T20:35:36.533854] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-22T20:35:36.534178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:36.534611] [INFO ] [main      ] Progress: 116/426 forecasts completed (27.2%). AES finished in 0.6s. ETA: 53.1s. Rate: 350.22 forecasts/min
[2025-12-22T20:35:36.537005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:36.537601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:36.538033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:36.538864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:35:36.540666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-22T20:35:36.544927] [DEBUG] [REMOTE    ] CSTL: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:36.548164] [DEBUG] [LOCAL     ] Loaded configuration for CSTL: 5 features, N/A% accuracy
[2025-12-22T20:35:36.548220] [INFO ] [LOCAL     ] CSTL: Loaded 5 optimal features with 55.68% confidence from JSON config
[2025-12-22T20:35:36.548251] [DEBUG] [MAG       ] Building data for symbol: CSTL with lookback: 0
[2025-12-22T20:35:36.549044] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:36.549106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:36.554031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:36.555811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:36.556291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:36.556697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:36.557409] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:36.574059] [DEBUG] [MAG       ] CELZ: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:36.622666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-22T20:35:36.624076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-22T20:35:36.624904] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:36.637756] [INFO ] [LOCAL     ] CELZ: Saved forecast.
[2025-12-22T20:35:36.637827] [INFO ] [main      ] CELZ: Signal=1 (Conf=90.0%), Magnitude=1.45% (Conf=68.7642%)
[2025-12-22T20:35:36.637986] [INFO ] [main      ] Fetching symbol history for SUZ...
[2025-12-22T20:35:36.638029] [DEBUG] [REMOTE    ] SUZ: Fetching historical data.
[2025-12-22T20:35:36.639670] [INFO ] [main      ] Progress: 117/426 forecasts completed (27.5%). CELZ finished in 0.6s. ETA: 52.8s. Rate: 351.38 forecasts/min
[2025-12-22T20:35:36.649590] [DEBUG] [REMOTE    ] SUZ: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:36.650745] [DEBUG] [LOCAL     ] Loaded configuration for SUZ: 2 features, N/A% accuracy
[2025-12-22T20:35:36.650798] [INFO ] [LOCAL     ] SUZ: Loaded 2 optimal features with 61.98% confidence from JSON config
[2025-12-22T20:35:36.650831] [DEBUG] [MAG       ] Building data for symbol: SUZ with lookback: 0
[2025-12-22T20:35:36.651643] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:35:36.651703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:35:36.658378] [DEBUG] [MAG       ] WCLD: Last date is validated at 2025-12-22
[2025-12-22T20:35:36.692211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-22T20:35:36.694144] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:36.824999] [DEBUG] [MAG       ] WCLD: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:36.892179] [DEBUG] [MAG       ] CSTL: Last date is validated at 2025-12-22
[2025-12-22T20:35:36.907310] [INFO ] [LOCAL     ] WCLD: Saved forecast.
[2025-12-22T20:35:36.907385] [INFO ] [main      ] WCLD: Signal=1 (Conf=90.0%), Magnitude=-0.14% (Conf=53.3077%)
[2025-12-22T20:35:36.907745] [INFO ] [main      ] Fetching symbol history for ENTX...
[2025-12-22T20:35:36.907796] [DEBUG] [REMOTE    ] ENTX: Fetching historical data.
[2025-12-22T20:35:36.908674] [INFO ] [main      ] Progress: 118/426 forecasts completed (27.7%). WCLD finished in 0.7s. ETA: 52.8s. Rate: 349.68 forecasts/min
[2025-12-22T20:35:36.919427] [DEBUG] [REMOTE    ] ENTX: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:36.920277] [DEBUG] [LOCAL     ] Loaded configuration for ENTX: 1 features, N/A% accuracy
[2025-12-22T20:35:36.920327] [INFO ] [LOCAL     ] ENTX: Loaded 1 optimal features with 61.18% confidence from JSON config
[2025-12-22T20:35:36.920357] [DEBUG] [MAG       ] Building data for symbol: ENTX with lookback: 0
[2025-12-22T20:35:36.921142] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-22T20:35:36.921420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:36.923814] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:36.984615] [DEBUG] [MAG       ] CAAP: Last date is validated at 2025-12-22
[2025-12-22T20:35:37.055678] [DEBUG] [MAG       ] SUZ: Last date is validated at 2025-12-22
[2025-12-22T20:35:37.061082] [DEBUG] [MAG       ] CSTL: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:37.147029] [INFO ] [LOCAL     ] CSTL: Saved forecast.
[2025-12-22T20:35:37.147093] [INFO ] [main      ] CSTL: Signal=1 (Conf=90.0%), Magnitude=-1.34% (Conf=55.6795%)
[2025-12-22T20:35:37.147463] [INFO ] [main      ] Progress: 119/426 forecasts completed (27.9%). CSTL finished in 0.6s. ETA: 52.9s. Rate: 348.53 forecasts/min
[2025-12-22T20:35:37.147601] [INFO ] [main      ] Fetching symbol history for LHX...
[2025-12-22T20:35:37.147645] [DEBUG] [REMOTE    ] LHX: Fetching historical data.
[2025-12-22T20:35:37.152382] [DEBUG] [MAG       ] CAAP: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:37.158200] [DEBUG] [REMOTE    ] LHX: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:37.159267] [DEBUG] [LOCAL     ] Loaded configuration for LHX: 5 features, N/A% accuracy
[2025-12-22T20:35:37.159317] [INFO ] [LOCAL     ] LHX: Loaded 5 optimal features with 57.96% confidence from JSON config
[2025-12-22T20:35:37.159348] [DEBUG] [MAG       ] Building data for symbol: LHX with lookback: 0
[2025-12-22T20:35:37.160177] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:37.162315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:37.163176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:35:37.164071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-22T20:35:37.164757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-22T20:35:37.165422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-22T20:35:37.166536] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:37.225279] [DEBUG] [MAG       ] SUZ: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:37.228480] [INFO ] [LOCAL     ] CAAP: Saved forecast.
[2025-12-22T20:35:37.228553] [INFO ] [main      ] CAAP: Signal=1 (Conf=90.0%), Magnitude=0.46% (Conf=49.0309%)
[2025-12-22T20:35:37.228987] [INFO ] [main      ] Fetching symbol history for AM...
[2025-12-22T20:35:37.229062] [DEBUG] [REMOTE    ] AM: Fetching historical data.
[2025-12-22T20:35:37.229670] [INFO ] [main      ] Progress: 120/426 forecasts completed (28.2%). CAAP finished in 0.7s. ETA: 52.4s. Rate: 350.05 forecasts/min
[2025-12-22T20:35:37.240759] [DEBUG] [REMOTE    ] AM: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:37.242296] [DEBUG] [LOCAL     ] Loaded configuration for AM: 5 features, N/A% accuracy
[2025-12-22T20:35:37.242348] [INFO ] [LOCAL     ] AM: Loaded 5 optimal features with 44.92% confidence from JSON config
[2025-12-22T20:35:37.242378] [DEBUG] [MAG       ] Building data for symbol: AM with lookback: 0
[2025-12-22T20:35:37.243168] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:37.243232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:37.247946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:35:37.249672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-22T20:35:37.251446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-22T20:35:37.252619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:37.254334] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:37.268187] [DEBUG] [MAG       ] ENTX: Last date is validated at 2025-12-22
[2025-12-22T20:35:37.283350] [INFO ] [LOCAL     ] SUZ: Saved forecast.
[2025-12-22T20:35:37.283416] [INFO ] [main      ] SUZ: Signal=1 (Conf=90.0%), Magnitude=-1.10% (Conf=61.9798%)
[2025-12-22T20:35:37.283808] [INFO ] [main      ] Fetching symbol history for FELE...
[2025-12-22T20:35:37.283859] [DEBUG] [REMOTE    ] FELE: Fetching historical data.
[2025-12-22T20:35:37.284647] [INFO ] [main      ] Progress: 121/426 forecasts completed (28.4%). SUZ finished in 0.6s. ETA: 52.0s. Rate: 352.03 forecasts/min
[2025-12-22T20:35:37.295144] [DEBUG] [REMOTE    ] FELE: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:37.296341] [DEBUG] [LOCAL     ] Loaded configuration for FELE: 7 features, N/A% accuracy
[2025-12-22T20:35:37.296402] [INFO ] [LOCAL     ] FELE: Loaded 7 optimal features with 50.01% confidence from JSON config
[2025-12-22T20:35:37.296435] [DEBUG] [MAG       ] Building data for symbol: FELE with lookback: 0
[2025-12-22T20:35:37.297256] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-22T20:35:37.297329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:37.298212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:37.300073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:37.300664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-22T20:35:37.301714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-22T20:35:37.303331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-22T20:35:37.304385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-22T20:35:37.305064] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:37.436104] [DEBUG] [MAG       ] ENTX: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:37.490075] [INFO ] [LOCAL     ] ENTX: Saved forecast.
[2025-12-22T20:35:37.490141] [INFO ] [main      ] ENTX: Signal=1 (Conf=90.0%), Magnitude=-0.66% (Conf=61.1758%)
[2025-12-22T20:35:37.490306] [INFO ] [main      ] Fetching symbol history for REVG...
[2025-12-22T20:35:37.490350] [DEBUG] [REMOTE    ] REVG: Fetching historical data.
[2025-12-22T20:35:37.492699] [INFO ] [main      ] Progress: 122/426 forecasts completed (28.6%). ENTX finished in 0.6s. ETA: 51.9s. Rate: 351.39 forecasts/min
[2025-12-22T20:35:37.502757] [DEBUG] [REMOTE    ] REVG: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:37.500235] [DEBUG] [MAG       ] LHX: Last date is validated at 2025-12-22
[2025-12-22T20:35:37.504427] [DEBUG] [LOCAL     ] Loaded configuration for REVG: 10 features, N/A% accuracy
[2025-12-22T20:35:37.504483] [INFO ] [LOCAL     ] REVG: Loaded 10 optimal features with 46.16% confidence from JSON config
[2025-12-22T20:35:37.504515] [DEBUG] [MAG       ] Building data for symbol: REVG with lookback: 0
[2025-12-22T20:35:37.505318] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-22T20:35:37.505389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:37.510273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:37.512119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:37.512624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:37.513061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:37.513455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:37.514231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-22T20:35:37.515191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-22T20:35:37.515890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-22T20:35:37.516974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-22T20:35:37.518941] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:37.586444] [DEBUG] [MAG       ] AM: Last date is validated at 2025-12-22
[2025-12-22T20:35:37.669324] [DEBUG] [MAG       ] LHX: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:37.676520] [DEBUG] [MAG       ] FELE: Last date is validated at 2025-12-22
[2025-12-22T20:35:37.749711] [DEBUG] [MAG       ] AM: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:37.776424] [INFO ] [LOCAL     ] LHX: Saved forecast.
[2025-12-22T20:35:37.776498] [INFO ] [main      ] LHX: Signal=1 (Conf=90.0%), Magnitude=1.20% (Conf=57.9642%)
[2025-12-22T20:35:37.776675] [INFO ] [main      ] Fetching symbol history for WULF...
[2025-12-22T20:35:37.776720] [DEBUG] [REMOTE    ] WULF: Fetching historical data.
[2025-12-22T20:35:37.777700] [INFO ] [main      ] Progress: 123/426 forecasts completed (28.9%). LHX finished in 0.6s. ETA: 52.0s. Rate: 349.49 forecasts/min
[2025-12-22T20:35:37.787565] [DEBUG] [REMOTE    ] WULF: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:37.788451] [DEBUG] [LOCAL     ] Loaded configuration for WULF: 7 features, N/A% accuracy
[2025-12-22T20:35:37.788506] [INFO ] [LOCAL     ] WULF: Loaded 7 optimal features with 57.65% confidence from JSON config
[2025-12-22T20:35:37.788538] [DEBUG] [MAG       ] Building data for symbol: WULF with lookback: 0
[2025-12-22T20:35:37.789319] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-22T20:35:37.789380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:37.794060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:37.795814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:37.796292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:37.796692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:35:37.844196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:35:37.845626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-22T20:35:37.849532] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:37.854430] [DEBUG] [MAG       ] FELE: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:37.883432] [INFO ] [LOCAL     ] AM: Saved forecast.
[2025-12-22T20:35:37.883495] [INFO ] [main      ] AM: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=44.9206%)
[2025-12-22T20:35:37.883672] [INFO ] [main      ] Fetching symbol history for BIVI...
[2025-12-22T20:35:37.883717] [DEBUG] [REMOTE    ] BIVI: Fetching historical data.
[2025-12-22T20:35:37.885730] [INFO ] [main      ] Progress: 124/426 forecasts completed (29.1%). AM finished in 0.7s. ETA: 51.7s. Rate: 350.54 forecasts/min
[2025-12-22T20:35:37.886706] [DEBUG] [MAG       ] REVG: Last date is validated at 2025-12-22
[2025-12-22T20:35:37.895981] [DEBUG] [REMOTE    ] BIVI: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:37.897080] [DEBUG] [LOCAL     ] Loaded configuration for BIVI: 8 features, N/A% accuracy
[2025-12-22T20:35:37.897133] [INFO ] [LOCAL     ] BIVI: Loaded 8 optimal features with 26.61% confidence from JSON config
[2025-12-22T20:35:37.897164] [DEBUG] [MAG       ] Building data for symbol: BIVI with lookback: 0
[2025-12-22T20:35:37.897987] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-22T20:35:37.898049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:37.903087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:37.904840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:37.905346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:37.905802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:37.906193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:35:37.944778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-22T20:35:37.945469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-22T20:35:37.946469] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:37.953056] [INFO ] [LOCAL     ] FELE: Saved forecast.
[2025-12-22T20:35:37.953122] [INFO ] [main      ] FELE: Signal=1 (Conf=90.0%), Magnitude=0.87% (Conf=50.0096%)
[2025-12-22T20:35:37.953482] [INFO ] [main      ] Fetching symbol history for IESC...
[2025-12-22T20:35:37.953536] [DEBUG] [REMOTE    ] IESC: Fetching historical data.
[2025-12-22T20:35:37.953651] [INFO ] [main      ] Progress: 125/426 forecasts completed (29.3%). FELE finished in 0.7s. ETA: 51.3s. Rate: 352.24 forecasts/min
[2025-12-22T20:35:37.965188] [DEBUG] [REMOTE    ] IESC: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:37.966342] [DEBUG] [LOCAL     ] Loaded configuration for IESC: 3 features, N/A% accuracy
[2025-12-22T20:35:37.966394] [INFO ] [LOCAL     ] IESC: Loaded 3 optimal features with 54.64% confidence from JSON config
[2025-12-22T20:35:37.966427] [DEBUG] [MAG       ] Building data for symbol: IESC with lookback: 0
[2025-12-22T20:35:37.967248] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:35:37.967309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:37.969817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-22T20:35:37.971039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-22T20:35:37.973834] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:38.053601] [DEBUG] [MAG       ] REVG: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:38.154194] [INFO ] [LOCAL     ] REVG: Saved forecast.
[2025-12-22T20:35:38.154266] [INFO ] [main      ] REVG: Signal=1 (Conf=90.0%), Magnitude=-0.73% (Conf=46.1566%)
[2025-12-22T20:35:38.154676] [INFO ] [main      ] Fetching symbol history for BLFY...
[2025-12-22T20:35:38.154729] [DEBUG] [REMOTE    ] BLFY: Fetching historical data.
[2025-12-22T20:35:38.155643] [INFO ] [main      ] Progress: 126/426 forecasts completed (29.6%). REVG finished in 0.7s. ETA: 51.2s. Rate: 351.72 forecasts/min
[2025-12-22T20:35:38.166512] [DEBUG] [REMOTE    ] BLFY: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:38.167689] [DEBUG] [LOCAL     ] Loaded configuration for BLFY: 5 features, N/A% accuracy
[2025-12-22T20:35:38.167743] [INFO ] [LOCAL     ] BLFY: Loaded 5 optimal features with 43.48% confidence from JSON config
[2025-12-22T20:35:38.167774] [DEBUG] [MAG       ] Building data for symbol: BLFY with lookback: 0
[2025-12-22T20:35:38.168545] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:38.168627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:38.170379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:38.170922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:38.171357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-22T20:35:38.173401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-22T20:35:38.175015] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:38.186038] [DEBUG] [MAG       ] WULF: Last date is validated at 2025-12-22
[2025-12-22T20:35:38.277468] [DEBUG] [MAG       ] BIVI: Last date is validated at 2025-12-22
[2025-12-22T20:35:38.316235] [DEBUG] [MAG       ] IESC: Last date is validated at 2025-12-22
[2025-12-22T20:35:38.352564] [DEBUG] [MAG       ] WULF: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:38.430976] [INFO ] [LOCAL     ] WULF: Saved forecast.
[2025-12-22T20:35:38.431043] [INFO ] [main      ] WULF: Signal=1 (Conf=90.0%), Magnitude=8.93% (Conf=57.6498%)
[2025-12-22T20:35:38.431411] [INFO ] [main      ] Fetching symbol history for PLTK...
[2025-12-22T20:35:38.431461] [DEBUG] [REMOTE    ] PLTK: Fetching historical data.
[2025-12-22T20:35:38.432313] [INFO ] [main      ] Progress: 127/426 forecasts completed (29.8%). WULF finished in 0.7s. ETA: 51.3s. Rate: 350.01 forecasts/min
[2025-12-22T20:35:38.442513] [DEBUG] [REMOTE    ] PLTK: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:38.443465] [DEBUG] [LOCAL     ] Loaded configuration for PLTK: 6 features, N/A% accuracy
[2025-12-22T20:35:38.443521] [INFO ] [LOCAL     ] PLTK: Loaded 6 optimal features with 56.65% confidence from JSON config
[2025-12-22T20:35:38.443552] [DEBUG] [MAG       ] Building data for symbol: PLTK with lookback: 0
[2025-12-22T20:35:38.444340] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:35:38.444300] [DEBUG] [MAG       ] BIVI: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:38.444402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:38.449352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:38.451172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:38.451722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:38.452616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:35:38.481839] [DEBUG] [MAG       ] IESC: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:38.507315] [DEBUG] [MAG       ] BLFY: Last date is validated at 2025-12-22
[2025-12-22T20:35:38.566173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-22T20:35:38.567515] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:38.610294] [INFO ] [LOCAL     ] BIVI: Saved forecast.
[2025-12-22T20:35:38.610359] [INFO ] [main      ] BIVI: Signal=1 (Conf=90.0%), Magnitude=16.45% (Conf=26.6091%)
[2025-12-22T20:35:38.610741] [INFO ] [main      ] Fetching symbol history for CHCI...
[2025-12-22T20:35:38.610792] [DEBUG] [REMOTE    ] CHCI: Fetching historical data.
[2025-12-22T20:35:38.611695] [INFO ] [main      ] Progress: 128/426 forecasts completed (30.0%). BIVI finished in 0.7s. ETA: 51.1s. Rate: 349.88 forecasts/min
[2025-12-22T20:35:38.622032] [DEBUG] [REMOTE    ] CHCI: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:38.622997] [DEBUG] [LOCAL     ] Loaded configuration for CHCI: 8 features, N/A% accuracy
[2025-12-22T20:35:38.623059] [INFO ] [LOCAL     ] CHCI: Loaded 8 optimal features with 49.65% confidence from JSON config
[2025-12-22T20:35:38.623091] [DEBUG] [MAG       ] Building data for symbol: CHCI with lookback: 0
[2025-12-22T20:35:38.623887] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-22T20:35:38.623950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:38.625839] [INFO ] [LOCAL     ] IESC: Saved forecast.
[2025-12-22T20:35:38.625908] [INFO ] [main      ] IESC: Signal=1 (Conf=90.0%), Magnitude=-0.27% (Conf=54.6362%)
[2025-12-22T20:35:38.626068] [INFO ] [main      ] Fetching symbol history for TNL...
[2025-12-22T20:35:38.626112] [DEBUG] [REMOTE    ] TNL: Fetching historical data.
[2025-12-22T20:35:38.627653] [INFO ] [main      ] Progress: 129/426 forecasts completed (30.3%). IESC finished in 0.7s. ETA: 50.6s. Rate: 352.36 forecasts/min
[2025-12-22T20:35:38.629657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:38.631463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:38.631977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:38.632365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:38.633212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:38.635549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:35:38.636759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-22T20:35:38.637431] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:38.638508] [DEBUG] [REMOTE    ] TNL: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:38.639627] [DEBUG] [LOCAL     ] Loaded configuration for TNL: 2 features, N/A% accuracy
[2025-12-22T20:35:38.639682] [INFO ] [LOCAL     ] TNL: Loaded 2 optimal features with 60.70% confidence from JSON config
[2025-12-22T20:35:38.639714] [DEBUG] [MAG       ] Building data for symbol: TNL with lookback: 0
[2025-12-22T20:35:38.640498] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:35:38.640558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:38.645474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:38.646343] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:38.676587] [DEBUG] [MAG       ] BLFY: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:38.746121] [INFO ] [LOCAL     ] BLFY: Saved forecast.
[2025-12-22T20:35:38.746188] [INFO ] [main      ] BLFY: Signal=1 (Conf=90.0%), Magnitude=-2.42% (Conf=43.4827%)
[2025-12-22T20:35:38.746549] [INFO ] [main      ] Fetching symbol history for EVN...
[2025-12-22T20:35:38.746615] [DEBUG] [REMOTE    ] EVN: Fetching historical data.
[2025-12-22T20:35:38.746657] [INFO ] [main      ] Progress: 130/426 forecasts completed (30.5%). BLFY finished in 0.6s. ETA: 50.3s. Rate: 353.18 forecasts/min
[2025-12-22T20:35:38.758609] [DEBUG] [REMOTE    ] EVN: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:38.759701] [DEBUG] [LOCAL     ] Loaded configuration for EVN: 8 features, N/A% accuracy
[2025-12-22T20:35:38.759764] [INFO ] [LOCAL     ] EVN: Loaded 8 optimal features with 58.91% confidence from JSON config
[2025-12-22T20:35:38.759796] [DEBUG] [MAG       ] Building data for symbol: EVN with lookback: 0
[2025-12-22T20:35:38.760611] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-22T20:35:38.760673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:38.763007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:35:38.871372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:35:38.873390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-22T20:35:38.908279] [DEBUG] [MAG       ] PLTK: Last date is validated at 2025-12-22
[2025-12-22T20:35:38.950397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:38.952269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:38.952799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-22T20:35:38.953958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-22T20:35:38.956489] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:38.967626] [DEBUG] [MAG       ] CHCI: Last date is validated at 2025-12-22
[2025-12-22T20:35:38.979767] [DEBUG] [MAG       ] TNL: Last date is validated at 2025-12-22
[2025-12-22T20:35:39.076535] [DEBUG] [MAG       ] PLTK: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:39.132222] [DEBUG] [MAG       ] CHCI: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:39.137703] [INFO ] [LOCAL     ] PLTK: Saved forecast.
[2025-12-22T20:35:39.137768] [INFO ] [main      ] PLTK: Signal=1 (Conf=90.0%), Magnitude=1.05% (Conf=56.6456%)
[2025-12-22T20:35:39.138140] [INFO ] [main      ] Fetching symbol history for RHI...
[2025-12-22T20:35:39.138190] [DEBUG] [REMOTE    ] RHI: Fetching historical data.
[2025-12-22T20:35:39.139643] [INFO ] [main      ] Progress: 131/426 forecasts completed (30.8%). PLTK finished in 0.7s. ETA: 50.6s. Rate: 349.67 forecasts/min
[2025-12-22T20:35:39.145133] [DEBUG] [MAG       ] TNL: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:39.148932] [DEBUG] [REMOTE    ] RHI: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:39.149856] [DEBUG] [LOCAL     ] Loaded configuration for RHI: 9 features, N/A% accuracy
[2025-12-22T20:35:39.149912] [INFO ] [LOCAL     ] RHI: Loaded 9 optimal features with 50.97% confidence from JSON config
[2025-12-22T20:35:39.149943] [DEBUG] [MAG       ] Building data for symbol: RHI with lookback: 0
[2025-12-22T20:35:39.150715] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-22T20:35:39.150778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:39.155490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:39.157249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:39.157746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:35:39.207059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-22T20:35:39.208144] [INFO ] [LOCAL     ] CHCI: Saved forecast.
[2025-12-22T20:35:39.208209] [INFO ] [main      ] CHCI: Signal=1 (Conf=90.0%), Magnitude=-3.88% (Conf=49.6462%)
[2025-12-22T20:35:39.208531] [INFO ] [main      ] Fetching symbol history for DCTH...
[2025-12-22T20:35:39.208597] [DEBUG] [REMOTE    ] DCTH: Fetching historical data.
[2025-12-22T20:35:39.209451] [INFO ] [main      ] Progress: 132/426 forecasts completed (31.0%). CHCI finished in 0.6s. ETA: 50.2s. Rate: 351.25 forecasts/min
[2025-12-22T20:35:39.221065] [DEBUG] [REMOTE    ] DCTH: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:39.221947] [DEBUG] [LOCAL     ] Loaded configuration for DCTH: 3 features, N/A% accuracy
[2025-12-22T20:35:39.222010] [INFO ] [LOCAL     ] DCTH: Loaded 3 optimal features with 46.56% confidence from JSON config
[2025-12-22T20:35:39.222054] [DEBUG] [MAG       ] Building data for symbol: DCTH with lookback: 0
[2025-12-22T20:35:39.222981] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:35:39.223046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:39.228496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:39.229654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-22T20:35:39.232248] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:39.233688] [INFO ] [LOCAL     ] TNL: Saved forecast.
[2025-12-22T20:35:39.233752] [INFO ] [main      ] TNL: Signal=1 (Conf=90.0%), Magnitude=-0.64% (Conf=60.697%)
[2025-12-22T20:35:39.234105] [INFO ] [main      ] Progress: 133/426 forecasts completed (31.2%). TNL finished in 0.6s. ETA: 49.7s. Rate: 353.52 forecasts/min
[2025-12-22T20:35:39.234229] [INFO ] [main      ] Fetching symbol history for AMBP...
[2025-12-22T20:35:39.234272] [DEBUG] [REMOTE    ] AMBP: Fetching historical data.
[2025-12-22T20:35:39.246420] [DEBUG] [REMOTE    ] AMBP: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:39.247285] [DEBUG] [LOCAL     ] Loaded configuration for AMBP: 5 features, N/A% accuracy
[2025-12-22T20:35:39.247346] [INFO ] [LOCAL     ] AMBP: Loaded 5 optimal features with 53.11% confidence from JSON config
[2025-12-22T20:35:39.247379] [DEBUG] [MAG       ] Building data for symbol: AMBP with lookback: 0
[2025-12-22T20:35:39.248192] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:39.248254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:39.250371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:39.250905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:39.251901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:35:39.252908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-22T20:35:39.253949] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:39.284705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-22T20:35:39.286010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-22T20:35:39.287792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-22T20:35:39.288856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-22T20:35:39.289564] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:39.291279] [DEBUG] [MAG       ] EVN: Last date is validated at 2025-12-22
[2025-12-22T20:35:39.455600] [DEBUG] [MAG       ] EVN: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:39.515927] [INFO ] [LOCAL     ] EVN: Saved forecast.
[2025-12-22T20:35:39.519266] [INFO ] [main      ] EVN: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=58.914%)
[2025-12-22T20:35:39.519656] [INFO ] [main      ] Fetching symbol history for CDE...
[2025-12-22T20:35:39.519707] [DEBUG] [REMOTE    ] CDE: Fetching historical data.
[2025-12-22T20:35:39.519672] [INFO ] [main      ] Progress: 134/426 forecasts completed (31.5%). EVN finished in 0.8s. ETA: 49.8s. Rate: 351.73 forecasts/min
[2025-12-22T20:35:39.531964] [DEBUG] [REMOTE    ] CDE: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:39.532960] [DEBUG] [LOCAL     ] Loaded configuration for CDE: 6 features, N/A% accuracy
[2025-12-22T20:35:39.533011] [INFO ] [LOCAL     ] CDE: Loaded 6 optimal features with 48.50% confidence from JSON config
[2025-12-22T20:35:39.533044] [DEBUG] [MAG       ] Building data for symbol: CDE with lookback: 0
[2025-12-22T20:35:39.533833] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:35:39.533894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:39.538739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:39.540525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:39.541010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:39.541465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:39.542216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-22T20:35:39.543500] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:39.563265] [DEBUG] [MAG       ] DCTH: Last date is validated at 2025-12-22
[2025-12-22T20:35:39.589189] [DEBUG] [MAG       ] AMBP: Last date is validated at 2025-12-22
[2025-12-22T20:35:39.622282] [DEBUG] [MAG       ] RHI: Last date is validated at 2025-12-22
[2025-12-22T20:35:39.727939] [DEBUG] [MAG       ] DCTH: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:39.752999] [DEBUG] [MAG       ] AMBP: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:39.785514] [DEBUG] [MAG       ] RHI: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:39.798960] [INFO ] [LOCAL     ] DCTH: Saved forecast.
[2025-12-22T20:35:39.799054] [INFO ] [main      ] DCTH: Signal=1 (Conf=90.0%), Magnitude=-5.32% (Conf=46.5563%)
[2025-12-22T20:35:39.799224] [INFO ] [main      ] Fetching symbol history for TRIN...
[2025-12-22T20:35:39.799267] [DEBUG] [REMOTE    ] TRIN: Fetching historical data.
[2025-12-22T20:35:39.799932] [INFO ] [main      ] Progress: 135/426 forecasts completed (31.7%). DCTH finished in 0.6s. ETA: 49.9s. Rate: 350.07 forecasts/min
[2025-12-22T20:35:39.810855] [INFO ] [LOCAL     ] AMBP: Saved forecast.
[2025-12-22T20:35:39.810921] [INFO ] [main      ] AMBP: Signal=1 (Conf=90.0%), Magnitude=0.12% (Conf=53.1095%)
[2025-12-22T20:35:39.811183] [DEBUG] [REMOTE    ] TRIN: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:39.811313] [INFO ] [main      ] Progress: 136/426 forecasts completed (31.9%). AMBP finished in 0.6s. ETA: 49.4s. Rate: 352.49 forecasts/min
[2025-12-22T20:35:39.811449] [INFO ] [main      ] Fetching symbol history for SHLS...
[2025-12-22T20:35:39.811779] [DEBUG] [REMOTE    ] SHLS: Fetching historical data.
[2025-12-22T20:35:39.813881] [DEBUG] [LOCAL     ] Loaded configuration for TRIN: 4 features, N/A% accuracy
[2025-12-22T20:35:39.813937] [INFO ] [LOCAL     ] TRIN: Loaded 4 optimal features with 63.16% confidence from JSON config
[2025-12-22T20:35:39.813968] [DEBUG] [MAG       ] Building data for symbol: TRIN with lookback: 0
[2025-12-22T20:35:39.814753] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:39.814811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:39.816498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:39.817051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:39.817478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:35:39.823975] [DEBUG] [REMOTE    ] SHLS: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:39.824847] [DEBUG] [LOCAL     ] Loaded configuration for SHLS: 10 features, N/A% accuracy
[2025-12-22T20:35:39.824903] [INFO ] [LOCAL     ] SHLS: Loaded 10 optimal features with 54.28% confidence from JSON config
[2025-12-22T20:35:39.824934] [DEBUG] [MAG       ] Building data for symbol: SHLS with lookback: 0
[2025-12-22T20:35:39.825761] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-22T20:35:39.825826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:35:39.867054] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:39.873822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-22T20:35:39.875073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-22T20:35:39.875796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-22T20:35:39.878768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-22T20:35:39.879481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-22T20:35:39.880176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-22T20:35:39.880500] [DEBUG] [MAG       ] CDE: Last date is validated at 2025-12-22
[2025-12-22T20:35:39.880842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-22T20:35:39.882778] [INFO ] [LOCAL     ] RHI: Saved forecast.
[2025-12-22T20:35:39.882847] [INFO ] [main      ] RHI: Signal=1 (Conf=90.0%), Magnitude=-0.09% (Conf=50.9731%)
[2025-12-22T20:35:39.883209] [INFO ] [main      ] Fetching symbol history for ALZN...
[2025-12-22T20:35:39.883259] [DEBUG] [REMOTE    ] ALZN: Fetching historical data.
[2025-12-22T20:35:39.883487] [INFO ] [main      ] Progress: 137/426 forecasts completed (32.2%). RHI finished in 0.7s. ETA: 49.0s. Rate: 353.97 forecasts/min
[2025-12-22T20:35:39.883398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-22T20:35:39.887948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-22T20:35:39.889455] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:39.894251] [DEBUG] [REMOTE    ] ALZN: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:39.895126] [DEBUG] [LOCAL     ] Loaded configuration for ALZN: 7 features, N/A% accuracy
[2025-12-22T20:35:39.895176] [INFO ] [LOCAL     ] ALZN: Loaded 7 optimal features with 67.64% confidence from JSON config
[2025-12-22T20:35:39.895205] [DEBUG] [MAG       ] Building data for symbol: ALZN with lookback: 0
[2025-12-22T20:35:39.895977] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-22T20:35:39.896037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:39.897699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:39.898199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:39.898601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:35:40.003908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:35:40.041626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:35:40.042653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-22T20:35:40.043270] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:40.051098] [DEBUG] [MAG       ] CDE: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:40.131720] [INFO ] [LOCAL     ] CDE: Saved forecast.
[2025-12-22T20:35:40.131791] [INFO ] [main      ] CDE: Signal=1 (Conf=90.0%), Magnitude=11.96% (Conf=48.4988%)
[2025-12-22T20:35:40.132160] [INFO ] [main      ] Fetching symbol history for PNFP...
[2025-12-22T20:35:40.132212] [DEBUG] [REMOTE    ] PNFP: Fetching historical data.
[2025-12-22T20:35:40.133679] [INFO ] [main      ] Progress: 138/426 forecasts completed (32.4%). CDE finished in 0.6s. ETA: 49.0s. Rate: 352.76 forecasts/min
[2025-12-22T20:35:40.145147] [DEBUG] [REMOTE    ] PNFP: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:40.146282] [DEBUG] [LOCAL     ] Loaded configuration for PNFP: 4 features, N/A% accuracy
[2025-12-22T20:35:40.146334] [INFO ] [LOCAL     ] PNFP: Loaded 4 optimal features with 53.75% confidence from JSON config
[2025-12-22T20:35:40.146364] [DEBUG] [MAG       ] Building data for symbol: PNFP with lookback: 0
[2025-12-22T20:35:40.147168] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:40.147229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:40.152199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:40.154835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:35:40.156090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-22T20:35:40.157238] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:40.213268] [DEBUG] [MAG       ] TRIN: Last date is validated at 2025-12-22
[2025-12-22T20:35:40.225803] [DEBUG] [MAG       ] SHLS: Last date is validated at 2025-12-22
[2025-12-22T20:35:40.373863] [DEBUG] [MAG       ] ALZN: Last date is validated at 2025-12-22
[2025-12-22T20:35:40.391984] [DEBUG] [MAG       ] TRIN: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:40.393806] [DEBUG] [MAG       ] SHLS: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:40.452618] [INFO ] [LOCAL     ] TRIN: Saved forecast.
[2025-12-22T20:35:40.452687] [INFO ] [main      ] TRIN: Signal=1 (Conf=90.0%), Magnitude=-0.58% (Conf=63.1627%)
[2025-12-22T20:35:40.453059] [INFO ] [main      ] Fetching symbol history for SNTI...
[2025-12-22T20:35:40.453103] [DEBUG] [REMOTE    ] SNTI: Fetching historical data.
[2025-12-22T20:35:40.454103] [INFO ] [main      ] Progress: 139/426 forecasts completed (32.6%). TRIN finished in 0.7s. ETA: 49.1s. Rate: 350.53 forecasts/min
[2025-12-22T20:35:40.466259] [DEBUG] [REMOTE    ] SNTI: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:40.467427] [DEBUG] [LOCAL     ] Loaded configuration for SNTI: 4 features, N/A% accuracy
[2025-12-22T20:35:40.467487] [INFO ] [LOCAL     ] SNTI: Loaded 4 optimal features with 40.86% confidence from JSON config
[2025-12-22T20:35:40.467519] [DEBUG] [MAG       ] Building data for symbol: SNTI with lookback: 0
[2025-12-22T20:35:40.468431] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:40.468503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:40.470263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:40.470809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:40.471196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:35:40.472880] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:40.473322] [INFO ] [LOCAL     ] SHLS: Saved forecast.
[2025-12-22T20:35:40.473385] [INFO ] [main      ] SHLS: Signal=1 (Conf=90.0%), Magnitude=0.16% (Conf=54.2765%)
[2025-12-22T20:35:40.473713] [INFO ] [main      ] Progress: 140/426 forecasts completed (32.9%). SHLS finished in 0.7s. ETA: 48.6s. Rate: 352.76 forecasts/min
[2025-12-22T20:35:40.473841] [INFO ] [main      ] Fetching symbol history for COLL...
[2025-12-22T20:35:40.473885] [DEBUG] [REMOTE    ] COLL: Fetching historical data.
[2025-12-22T20:35:40.485448] [DEBUG] [REMOTE    ] COLL: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:40.486654] [DEBUG] [LOCAL     ] Loaded configuration for COLL: 5 features, N/A% accuracy
[2025-12-22T20:35:40.486707] [INFO ] [LOCAL     ] COLL: Loaded 5 optimal features with 57.43% confidence from JSON config
[2025-12-22T20:35:40.486737] [DEBUG] [MAG       ] Building data for symbol: COLL with lookback: 0
[2025-12-22T20:35:40.487550] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:40.487632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:40.492618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-22T20:35:40.493362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-22T20:35:40.494077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-22T20:35:40.494030] [DEBUG] [MAG       ] PNFP: Last date is validated at 2025-12-22
[2025-12-22T20:35:40.495265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-22T20:35:40.496427] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:40.540930] [DEBUG] [MAG       ] ALZN: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:40.608036] [INFO ] [LOCAL     ] ALZN: Saved forecast.
[2025-12-22T20:35:40.608101] [INFO ] [main      ] ALZN: Signal=1 (Conf=90.0%), Magnitude=-1.55% (Conf=67.6387%)
[2025-12-22T20:35:40.608494] [INFO ] [main      ] Fetching symbol history for BNS...
[2025-12-22T20:35:40.608552] [DEBUG] [REMOTE    ] BNS: Fetching historical data.
[2025-12-22T20:35:40.609656] [INFO ] [main      ] Progress: 141/426 forecasts completed (33.1%). ALZN finished in 0.7s. ETA: 48.4s. Rate: 353.26 forecasts/min
[2025-12-22T20:35:40.619615] [DEBUG] [REMOTE    ] BNS: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:40.620701] [DEBUG] [LOCAL     ] Loaded configuration for BNS: 2 features, N/A% accuracy
[2025-12-22T20:35:40.620753] [INFO ] [LOCAL     ] BNS: Loaded 2 optimal features with 61.96% confidence from JSON config
[2025-12-22T20:35:40.620785] [DEBUG] [MAG       ] Building data for symbol: BNS with lookback: 0
[2025-12-22T20:35:40.621545] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:35:40.621622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:40.626355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:40.628776] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:40.657997] [DEBUG] [MAG       ] PNFP: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:40.778703] [INFO ] [LOCAL     ] PNFP: Saved forecast.
[2025-12-22T20:35:40.778772] [INFO ] [main      ] PNFP: Signal=1 (Conf=90.0%), Magnitude=0.36% (Conf=53.7544%)
[2025-12-22T20:35:40.778950] [INFO ] [main      ] Fetching symbol history for OCSL...
[2025-12-22T20:35:40.778994] [DEBUG] [REMOTE    ] OCSL: Fetching historical data.
[2025-12-22T20:35:40.780654] [INFO ] [main      ] Progress: 142/426 forecasts completed (33.3%). PNFP finished in 0.6s. ETA: 48.2s. Rate: 353.24 forecasts/min
[2025-12-22T20:35:40.790565] [DEBUG] [REMOTE    ] OCSL: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:40.791726] [DEBUG] [LOCAL     ] Loaded configuration for OCSL: 5 features, N/A% accuracy
[2025-12-22T20:35:40.791779] [INFO ] [LOCAL     ] OCSL: Loaded 5 optimal features with 59.82% confidence from JSON config
[2025-12-22T20:35:40.791809] [DEBUG] [MAG       ] Building data for symbol: OCSL with lookback: 0
[2025-12-22T20:35:40.792606] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:40.792667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:40.797344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:40.799770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:35:40.801462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:35:40.829099] [DEBUG] [MAG       ] COLL: Last date is validated at 2025-12-22
[2025-12-22T20:35:40.833255] [DEBUG] [MAG       ] SNTI: Last date is validated at 2025-12-22
[2025-12-22T20:35:40.858345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:35:40.860089] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:40.963983] [DEBUG] [MAG       ] BNS: Last date is validated at 2025-12-22
[2025-12-22T20:35:40.992708] [DEBUG] [MAG       ] COLL: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:41.011795] [DEBUG] [MAG       ] SNTI: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:41.076437] [INFO ] [LOCAL     ] COLL: Saved forecast.
[2025-12-22T20:35:41.076501] [INFO ] [main      ] COLL: Signal=1 (Conf=90.0%), Magnitude=-0.55% (Conf=57.4254%)
[2025-12-22T20:35:41.076835] [INFO ] [main      ] Fetching symbol history for MBC...
[2025-12-22T20:35:41.076884] [DEBUG] [REMOTE    ] MBC: Fetching historical data.
[2025-12-22T20:35:41.077762] [INFO ] [main      ] Progress: 143/426 forecasts completed (33.6%). COLL finished in 0.6s. ETA: 48.3s. Rate: 351.40 forecasts/min
[2025-12-22T20:35:41.088450] [DEBUG] [REMOTE    ] MBC: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:41.091690] [DEBUG] [LOCAL     ] Loaded configuration for MBC: 2 features, N/A% accuracy
[2025-12-22T20:35:41.091819] [INFO ] [LOCAL     ] MBC: Loaded 2 optimal features with 59.38% confidence from JSON config
[2025-12-22T20:35:41.091856] [DEBUG] [MAG       ] Building data for symbol: MBC with lookback: 0
[2025-12-22T20:35:41.093008] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:35:41.093083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:41.093865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-22T20:35:41.095653] [INFO ] [LOCAL     ] SNTI: Saved forecast.
[2025-12-22T20:35:41.095720] [INFO ] [main      ] SNTI: Signal=1 (Conf=90.0%), Magnitude=-3.26% (Conf=40.8632%)
[2025-12-22T20:35:41.095908] [INFO ] [main      ] Fetching symbol history for IMMX...
[2025-12-22T20:35:41.095963] [DEBUG] [REMOTE    ] IMMX: Fetching historical data.
[2025-12-22T20:35:41.096841] [INFO ] [main      ] Progress: 144/426 forecasts completed (33.8%). SNTI finished in 0.6s. ETA: 47.9s. Rate: 353.58 forecasts/min
[2025-12-22T20:35:41.100540] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:41.107432] [DEBUG] [REMOTE    ] IMMX: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:41.108418] [DEBUG] [LOCAL     ] Loaded configuration for IMMX: 4 features, N/A% accuracy
[2025-12-22T20:35:41.108474] [INFO ] [LOCAL     ] IMMX: Loaded 4 optimal features with 45.64% confidence from JSON config
[2025-12-22T20:35:41.108505] [DEBUG] [MAG       ] Building data for symbol: IMMX with lookback: 0
[2025-12-22T20:35:41.109306] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:41.109366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:41.114129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:41.115924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:41.116401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:41.116803] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:41.133286] [DEBUG] [MAG       ] BNS: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:41.209503] [DEBUG] [MAG       ] OCSL: Last date is validated at 2025-12-22
[2025-12-22T20:35:41.211009] [INFO ] [LOCAL     ] BNS: Saved forecast.
[2025-12-22T20:35:41.211075] [INFO ] [main      ] BNS: Signal=1 (Conf=90.0%), Magnitude=1.23% (Conf=61.9645%)
[2025-12-22T20:35:41.211237] [INFO ] [main      ] Fetching symbol history for PD...
[2025-12-22T20:35:41.211280] [DEBUG] [REMOTE    ] PD: Fetching historical data.
[2025-12-22T20:35:41.212643] [INFO ] [main      ] Progress: 145/426 forecasts completed (34.0%). BNS finished in 0.6s. ETA: 47.6s. Rate: 354.36 forecasts/min
[2025-12-22T20:35:41.222894] [DEBUG] [REMOTE    ] PD: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:41.223948] [DEBUG] [LOCAL     ] Loaded configuration for PD: 4 features, N/A% accuracy
[2025-12-22T20:35:41.224001] [INFO ] [LOCAL     ] PD: Loaded 4 optimal features with 47.28% confidence from JSON config
[2025-12-22T20:35:41.224032] [DEBUG] [MAG       ] Building data for symbol: PD with lookback: 0
[2025-12-22T20:35:41.224813] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:41.224873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:41.229596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:41.230401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-22T20:35:41.231869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-22T20:35:41.232497] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:41.373288] [DEBUG] [MAG       ] OCSL: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:41.437702] [INFO ] [LOCAL     ] OCSL: Saved forecast.
[2025-12-22T20:35:41.437772] [INFO ] [main      ] OCSL: Signal=1 (Conf=90.0%), Magnitude=-0.58% (Conf=59.8228%)
[2025-12-22T20:35:41.438147] [INFO ] [main      ] Fetching symbol history for PDI...
[2025-12-22T20:35:41.438197] [DEBUG] [REMOTE    ] PDI: Fetching historical data.
[2025-12-22T20:35:41.438981] [INFO ] [main      ] Progress: 146/426 forecasts completed (34.3%). OCSL finished in 0.7s. ETA: 47.5s. Rate: 353.55 forecasts/min
[2025-12-22T20:35:41.451075] [DEBUG] [REMOTE    ] PDI: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:41.452057] [DEBUG] [LOCAL     ] Loaded configuration for PDI: 2 features, N/A% accuracy
[2025-12-22T20:35:41.452114] [INFO ] [LOCAL     ] PDI: Loaded 2 optimal features with 46.17% confidence from JSON config
[2025-12-22T20:35:41.452145] [DEBUG] [MAG       ] Building data for symbol: PDI with lookback: 0
[2025-12-22T20:35:41.452950] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:35:41.453009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:41.457518] [DEBUG] [MAG       ] IMMX: Last date is validated at 2025-12-22
[2025-12-22T20:35:41.457817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:35:41.458805] [DEBUG] [MAG       ] MBC: Last date is validated at 2025-12-22
[2025-12-22T20:35:41.459112] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:41.570555] [DEBUG] [MAG       ] PD: Last date is validated at 2025-12-22
[2025-12-22T20:35:41.626183] [DEBUG] [MAG       ] IMMX: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:41.627006] [DEBUG] [MAG       ] MBC: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:41.687817] [INFO ] [LOCAL     ] IMMX: Saved forecast.
[2025-12-22T20:35:41.687886] [INFO ] [main      ] IMMX: Signal=1 (Conf=90.0%), Magnitude=0.52% (Conf=45.6358%)
[2025-12-22T20:35:41.688245] [INFO ] [main      ] Fetching symbol history for COP...
[2025-12-22T20:35:41.688298] [DEBUG] [REMOTE    ] COP: Fetching historical data.
[2025-12-22T20:35:41.688659] [INFO ] [main      ] Progress: 147/426 forecasts completed (34.5%). IMMX finished in 0.6s. ETA: 47.5s. Rate: 352.42 forecasts/min
[2025-12-22T20:35:41.696765] [INFO ] [LOCAL     ] MBC: Saved forecast.
[2025-12-22T20:35:41.696833] [INFO ] [main      ] MBC: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=59.3782%)
[2025-12-22T20:35:41.696996] [INFO ] [main      ] Fetching symbol history for SF...
[2025-12-22T20:35:41.697039] [DEBUG] [REMOTE    ] SF: Fetching historical data.
[2025-12-22T20:35:41.699628] [INFO ] [main      ] Progress: 148/426 forecasts completed (34.7%). MBC finished in 0.6s. ETA: 47.0s. Rate: 354.66 forecasts/min
[2025-12-22T20:35:41.701565] [DEBUG] [REMOTE    ] COP: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:41.702408] [DEBUG] [LOCAL     ] Loaded configuration for COP: 5 features, N/A% accuracy
[2025-12-22T20:35:41.702466] [INFO ] [LOCAL     ] COP: Loaded 5 optimal features with 63.30% confidence from JSON config
[2025-12-22T20:35:41.702497] [DEBUG] [MAG       ] Building data for symbol: COP with lookback: 0
[2025-12-22T20:35:41.703326] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:41.703386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:41.708123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:41.709967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:41.710460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:41.711102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:41.711271] [DEBUG] [REMOTE    ] SF: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:41.711972] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:41.712110] [DEBUG] [LOCAL     ] Loaded configuration for SF: 9 features, N/A% accuracy
[2025-12-22T20:35:41.712182] [INFO ] [LOCAL     ] SF: Loaded 9 optimal features with 56.21% confidence from JSON config
[2025-12-22T20:35:41.712230] [DEBUG] [MAG       ] Building data for symbol: SF with lookback: 0
[2025-12-22T20:35:41.713408] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-22T20:35:41.713687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:41.719523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:35:41.739462] [DEBUG] [MAG       ] PD: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:41.761372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:41.764091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:41.764835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-22T20:35:41.765907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-22T20:35:41.767557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-22T20:35:41.768903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-22T20:35:41.769642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-22T20:35:41.772783] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:41.792322] [DEBUG] [MAG       ] PDI: Last date is validated at 2025-12-22
[2025-12-22T20:35:41.816816] [INFO ] [LOCAL     ] PD: Saved forecast.
[2025-12-22T20:35:41.816881] [INFO ] [main      ] PD: Signal=1 (Conf=90.0%), Magnitude=-5.55% (Conf=47.277%)
[2025-12-22T20:35:41.817226] [INFO ] [main      ] Fetching symbol history for MANH...
[2025-12-22T20:35:41.817275] [DEBUG] [REMOTE    ] MANH: Fetching historical data.
[2025-12-22T20:35:41.817661] [INFO ] [main      ] Progress: 149/426 forecasts completed (35.0%). PD finished in 0.6s. ETA: 46.8s. Rate: 355.38 forecasts/min
[2025-12-22T20:35:41.828201] [DEBUG] [REMOTE    ] MANH: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:41.829133] [DEBUG] [LOCAL     ] Loaded configuration for MANH: 6 features, N/A% accuracy
[2025-12-22T20:35:41.829185] [INFO ] [LOCAL     ] MANH: Loaded 6 optimal features with 52.78% confidence from JSON config
[2025-12-22T20:35:41.829218] [DEBUG] [MAG       ] Building data for symbol: MANH with lookback: 0
[2025-12-22T20:35:41.830027] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:35:41.830089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:41.831872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:41.832401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:41.832822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:35:41.833793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-22T20:35:41.912005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-22T20:35:41.913839] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:41.957003] [DEBUG] [MAG       ] PDI: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:42.019543] [INFO ] [LOCAL     ] PDI: Saved forecast.
[2025-12-22T20:35:42.019628] [INFO ] [main      ] PDI: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=46.1699%)
[2025-12-22T20:35:42.020006] [INFO ] [main      ] Progress: 150/426 forecasts completed (35.2%). PDI finished in 0.6s. ETA: 46.7s. Rate: 354.91 forecasts/min
[2025-12-22T20:35:42.020139] [INFO ] [main      ] Fetching symbol history for JKS...
[2025-12-22T20:35:42.020181] [DEBUG] [REMOTE    ] JKS: Fetching historical data.
[2025-12-22T20:35:42.032214] [DEBUG] [REMOTE    ] JKS: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:42.033207] [DEBUG] [LOCAL     ] Loaded configuration for JKS: 6 features, N/A% accuracy
[2025-12-22T20:35:42.033263] [INFO ] [LOCAL     ] JKS: Loaded 6 optimal features with 57.11% confidence from JSON config
[2025-12-22T20:35:42.033294] [DEBUG] [MAG       ] Building data for symbol: JKS with lookback: 0
[2025-12-22T20:35:42.034087] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:35:42.034148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:42.038886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:42.039892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-22T20:35:42.042498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-22T20:35:42.045554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-22T20:35:42.047150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-22T20:35:42.047668] [DEBUG] [MAG       ] COP: Last date is validated at 2025-12-22
[2025-12-22T20:35:42.048767] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:42.112138] [DEBUG] [MAG       ] SF: Last date is validated at 2025-12-22
[2025-12-22T20:35:42.212150] [DEBUG] [MAG       ] COP: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:42.262390] [DEBUG] [MAG       ] MANH: Last date is validated at 2025-12-22
[2025-12-22T20:35:42.275190] [DEBUG] [MAG       ] SF: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:42.318738] [INFO ] [LOCAL     ] COP: Saved forecast.
[2025-12-22T20:35:42.318805] [INFO ] [main      ] COP: Signal=1 (Conf=90.0%), Magnitude=1.73% (Conf=63.2958%)
[2025-12-22T20:35:42.318970] [INFO ] [main      ] Fetching symbol history for AFCG...
[2025-12-22T20:35:42.319051] [DEBUG] [REMOTE    ] AFCG: Fetching historical data.
[2025-12-22T20:35:42.320350] [INFO ] [main      ] Progress: 151/426 forecasts completed (35.4%). COP finished in 0.6s. ETA: 46.7s. Rate: 353.09 forecasts/min
[2025-12-22T20:35:42.330393] [DEBUG] [REMOTE    ] AFCG: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:42.331535] [DEBUG] [LOCAL     ] Loaded configuration for AFCG: 8 features, N/A% accuracy
[2025-12-22T20:35:42.331608] [INFO ] [LOCAL     ] AFCG: Loaded 8 optimal features with 65.17% confidence from JSON config
[2025-12-22T20:35:42.331641] [DEBUG] [MAG       ] Building data for symbol: AFCG with lookback: 0
[2025-12-22T20:35:42.332409] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-22T20:35:42.332469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:42.337154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:42.338908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:42.339419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:42.339820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:42.340674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:42.343005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:35:42.377435] [DEBUG] [MAG       ] JKS: Last date is validated at 2025-12-22
[2025-12-22T20:35:42.388550] [INFO ] [LOCAL     ] SF: Saved forecast.
[2025-12-22T20:35:42.388636] [INFO ] [main      ] SF: Signal=1 (Conf=90.0%), Magnitude=-1.74% (Conf=56.2098%)
[2025-12-22T20:35:42.389024] [INFO ] [main      ] Fetching symbol history for ETO...
[2025-12-22T20:35:42.389075] [DEBUG] [REMOTE    ] ETO: Fetching historical data.
[2025-12-22T20:35:42.389642] [INFO ] [main      ] Progress: 152/426 forecasts completed (35.7%). SF finished in 0.7s. ETA: 46.4s. Rate: 354.47 forecasts/min
[2025-12-22T20:35:42.400392] [DEBUG] [REMOTE    ] ETO: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:42.401557] [DEBUG] [LOCAL     ] Loaded configuration for ETO: 3 features, N/A% accuracy
[2025-12-22T20:35:42.401626] [INFO ] [LOCAL     ] ETO: Loaded 3 optimal features with 55.91% confidence from JSON config
[2025-12-22T20:35:42.401657] [DEBUG] [MAG       ] Building data for symbol: ETO with lookback: 0
[2025-12-22T20:35:42.402456] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:35:42.402526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:42.407247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:42.408993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:42.409485] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:42.431533] [DEBUG] [MAG       ] MANH: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:42.448608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-22T20:35:42.449593] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:42.542466] [DEBUG] [MAG       ] JKS: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:42.587437] [INFO ] [LOCAL     ] MANH: Saved forecast.
[2025-12-22T20:35:42.587502] [INFO ] [main      ] MANH: Signal=1 (Conf=90.0%), Magnitude=0.31% (Conf=52.783%)
[2025-12-22T20:35:42.587989] [INFO ] [main      ] Fetching symbol history for MIGI...
[2025-12-22T20:35:42.588042] [DEBUG] [REMOTE    ] MIGI: Fetching historical data.
[2025-12-22T20:35:42.588041] [INFO ] [main      ] Progress: 153/426 forecasts completed (35.9%). MANH finished in 0.8s. ETA: 46.3s. Rate: 354.08 forecasts/min
[2025-12-22T20:35:42.599793] [DEBUG] [REMOTE    ] MIGI: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:42.600922] [DEBUG] [LOCAL     ] Loaded configuration for MIGI: 4 features, N/A% accuracy
[2025-12-22T20:35:42.600976] [INFO ] [LOCAL     ] MIGI: Loaded 4 optimal features with 54.68% confidence from JSON config
[2025-12-22T20:35:42.601006] [DEBUG] [MAG       ] Building data for symbol: MIGI with lookback: 0
[2025-12-22T20:35:42.601817] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:42.601876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:42.606646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:35:42.607681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-22T20:35:42.609280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-22T20:35:42.612067] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:42.635591] [INFO ] [LOCAL     ] JKS: Saved forecast.
[2025-12-22T20:35:42.635655] [INFO ] [main      ] JKS: Signal=1 (Conf=90.0%), Magnitude=1.37% (Conf=57.1141%)
[2025-12-22T20:35:42.636008] [INFO ] [main      ] Progress: 154/426 forecasts completed (36.2%). JKS finished in 0.6s. ETA: 45.9s. Rate: 355.73 forecasts/min
[2025-12-22T20:35:42.636186] [INFO ] [main      ] Fetching symbol history for RMI...
[2025-12-22T20:35:42.636231] [DEBUG] [REMOTE    ] RMI: Fetching historical data.
[2025-12-22T20:35:42.647328] [DEBUG] [REMOTE    ] RMI: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:42.648453] [DEBUG] [LOCAL     ] Loaded configuration for RMI: 6 features, N/A% accuracy
[2025-12-22T20:35:42.648505] [INFO ] [LOCAL     ] RMI: Loaded 6 optimal features with 51.96% confidence from JSON config
[2025-12-22T20:35:42.648535] [DEBUG] [MAG       ] Building data for symbol: RMI with lookback: 0
[2025-12-22T20:35:42.649413] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:35:42.649485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:42.650364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-22T20:35:42.651543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:42.653368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:42.653909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-22T20:35:42.655009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-22T20:35:42.657031] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:42.743162] [DEBUG] [MAG       ] ETO: Last date is validated at 2025-12-22
[2025-12-22T20:35:42.798219] [DEBUG] [MAG       ] AFCG: Last date is validated at 2025-12-22
[2025-12-22T20:35:42.908257] [DEBUG] [MAG       ] ETO: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:42.960761] [DEBUG] [MAG       ] MIGI: Last date is validated at 2025-12-22
[2025-12-22T20:35:42.964958] [DEBUG] [MAG       ] AFCG: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:42.972814] [INFO ] [LOCAL     ] ETO: Saved forecast.
[2025-12-22T20:35:42.972882] [INFO ] [main      ] ETO: Signal=1 (Conf=90.0%), Magnitude=-0.41% (Conf=55.911%)
[2025-12-22T20:35:42.973311] [INFO ] [main      ] Fetching symbol history for SSRM...
[2025-12-22T20:35:42.973362] [DEBUG] [REMOTE    ] SSRM: Fetching historical data.
[2025-12-22T20:35:42.973663] [INFO ] [main      ] Progress: 155/426 forecasts completed (36.4%). ETO finished in 0.6s. ETA: 46.0s. Rate: 353.45 forecasts/min
[2025-12-22T20:35:42.985592] [DEBUG] [REMOTE    ] SSRM: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:42.986280] [DEBUG] [MAG       ] RMI: Last date is validated at 2025-12-22
[2025-12-22T20:35:42.986597] [DEBUG] [LOCAL     ] Loaded configuration for SSRM: 5 features, N/A% accuracy
[2025-12-22T20:35:42.986654] [INFO ] [LOCAL     ] SSRM: Loaded 5 optimal features with 50.27% confidence from JSON config
[2025-12-22T20:35:42.986686] [DEBUG] [MAG       ] Building data for symbol: SSRM with lookback: 0
[2025-12-22T20:35:42.987463] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:42.987524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:42.989232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:42.989765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:42.990202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:42.990621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:42.992946] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:43.032367] [INFO ] [LOCAL     ] AFCG: Saved forecast.
[2025-12-22T20:35:43.032434] [INFO ] [main      ] AFCG: Signal=1 (Conf=90.0%), Magnitude=-5.78% (Conf=65.1725%)
[2025-12-22T20:35:43.032862] [INFO ] [main      ] Fetching symbol history for VONE...
[2025-12-22T20:35:43.032920] [DEBUG] [REMOTE    ] VONE: Fetching historical data.
[2025-12-22T20:35:43.033635] [INFO ] [main      ] Progress: 156/426 forecasts completed (36.6%). AFCG finished in 0.7s. ETA: 45.6s. Rate: 354.92 forecasts/min
[2025-12-22T20:35:43.046457] [DEBUG] [REMOTE    ] VONE: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:43.047550] [DEBUG] [LOCAL     ] Loaded configuration for VONE: 5 features, N/A% accuracy
[2025-12-22T20:35:43.047623] [INFO ] [LOCAL     ] VONE: Loaded 5 optimal features with 50.40% confidence from JSON config
[2025-12-22T20:35:43.047656] [DEBUG] [MAG       ] Building data for symbol: VONE with lookback: 0
[2025-12-22T20:35:43.048451] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:43.048519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:43.050347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:43.050911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:43.051324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-22T20:35:43.124486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-22T20:35:43.126490] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:43.140353] [DEBUG] [MAG       ] MIGI: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:43.151072] [DEBUG] [MAG       ] RMI: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:43.263108] [INFO ] [LOCAL     ] MIGI: Saved forecast.
[2025-12-22T20:35:43.263178] [INFO ] [main      ] MIGI: Signal=1 (Conf=90.0%), Magnitude=2.87% (Conf=54.6766%)
[2025-12-22T20:35:43.263355] [INFO ] [main      ] Fetching symbol history for RDY...
[2025-12-22T20:35:43.263409] [DEBUG] [REMOTE    ] RDY: Fetching historical data.
[2025-12-22T20:35:43.263642] [INFO ] [LOCAL     ] RMI: Saved forecast.
[2025-12-22T20:35:43.263711] [INFO ] [main      ] RMI: Signal=1 (Conf=90.0%), Magnitude=0.25% (Conf=51.9606%)
[2025-12-22T20:35:43.263870] [INFO ] [main      ] Fetching symbol history for NDAQ...
[2025-12-22T20:35:43.263913] [DEBUG] [REMOTE    ] NDAQ: Fetching historical data.
[2025-12-22T20:35:43.264618] [INFO ] [main      ] Progress: 157/426 forecasts completed (36.9%). MIGI finished in 0.7s. ETA: 45.6s. Rate: 354.09 forecasts/min
[2025-12-22T20:35:43.265279] [INFO ] [main      ] Progress: 158/426 forecasts completed (37.1%). RMI finished in 0.6s. ETA: 45.1s. Rate: 356.34 forecasts/min
[2025-12-22T20:35:43.277170] [DEBUG] [REMOTE    ] NDAQ: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:43.277219] [DEBUG] [REMOTE    ] RDY: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:43.278074] [DEBUG] [LOCAL     ] Loaded configuration for NDAQ: 3 features, N/A% accuracy
[2025-12-22T20:35:43.278080] [DEBUG] [LOCAL     ] Loaded configuration for RDY: 2 features, N/A% accuracy
[2025-12-22T20:35:43.278128] [INFO ] [LOCAL     ] NDAQ: Loaded 3 optimal features with 76.03% confidence from JSON config
[2025-12-22T20:35:43.278128] [INFO ] [LOCAL     ] RDY: Loaded 2 optimal features with 48.90% confidence from JSON config
[2025-12-22T20:35:43.278159] [DEBUG] [MAG       ] Building data for symbol: NDAQ with lookback: 0
[2025-12-22T20:35:43.278161] [DEBUG] [MAG       ] Building data for symbol: RDY with lookback: 0
[2025-12-22T20:35:43.278942] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:35:43.279025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:35:43.279030] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:35:43.279094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:43.279972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-22T20:35:43.281127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-22T20:35:43.281997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-22T20:35:43.282533] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:43.283137] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:43.325234] [DEBUG] [MAG       ] SSRM: Last date is validated at 2025-12-22
[2025-12-22T20:35:43.459871] [DEBUG] [MAG       ] VONE: Last date is validated at 2025-12-22
[2025-12-22T20:35:43.496366] [DEBUG] [MAG       ] SSRM: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:43.574953] [INFO ] [LOCAL     ] SSRM: Saved forecast.
[2025-12-22T20:35:43.575025] [INFO ] [main      ] SSRM: Signal=1 (Conf=90.0%), Magnitude=7.59% (Conf=50.2712%)
[2025-12-22T20:35:43.575387] [INFO ] [main      ] Fetching symbol history for INVH...
[2025-12-22T20:35:43.575448] [DEBUG] [REMOTE    ] INVH: Fetching historical data.
[2025-12-22T20:35:43.575681] [INFO ] [main      ] Progress: 159/426 forecasts completed (37.3%). SSRM finished in 0.6s. ETA: 45.2s. Rate: 354.46 forecasts/min
[2025-12-22T20:35:43.587536] [DEBUG] [REMOTE    ] INVH: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:43.588569] [DEBUG] [LOCAL     ] Loaded configuration for INVH: 5 features, N/A% accuracy
[2025-12-22T20:35:43.588667] [INFO ] [LOCAL     ] INVH: Loaded 5 optimal features with 49.45% confidence from JSON config
[2025-12-22T20:35:43.588707] [DEBUG] [MAG       ] Building data for symbol: INVH with lookback: 0
[2025-12-22T20:35:43.593484] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:43.593616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:43.595908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:43.596614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:43.597054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:43.599719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:35:43.643672] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:43.648273] [DEBUG] [MAG       ] RDY: Last date is validated at 2025-12-22
[2025-12-22T20:35:43.651363] [DEBUG] [MAG       ] VONE: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:43.673758] [DEBUG] [MAG       ] NDAQ: Last date is validated at 2025-12-22
[2025-12-22T20:35:43.793386] [INFO ] [LOCAL     ] VONE: Saved forecast.
[2025-12-22T20:35:43.793484] [INFO ] [main      ] VONE: Signal=1 (Conf=90.0%), Magnitude=-0.72% (Conf=50.3961%)
[2025-12-22T20:35:43.794114] [INFO ] [main      ] Fetching symbol history for GGB...
[2025-12-22T20:35:43.794185] [DEBUG] [REMOTE    ] GGB: Fetching historical data.
[2025-12-22T20:35:43.794688] [INFO ] [main      ] Progress: 160/426 forecasts completed (37.6%). VONE finished in 0.8s. ETA: 45.1s. Rate: 353.81 forecasts/min
[2025-12-22T20:35:43.809179] [DEBUG] [REMOTE    ] GGB: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:43.810618] [DEBUG] [LOCAL     ] Loaded configuration for GGB: 5 features, N/A% accuracy
[2025-12-22T20:35:43.810682] [INFO ] [LOCAL     ] GGB: Loaded 5 optimal features with 34.19% confidence from JSON config
[2025-12-22T20:35:43.811068] [DEBUG] [MAG       ] Building data for symbol: GGB with lookback: 0
[2025-12-22T20:35:43.812099] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:43.812165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:43.817965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:43.820331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:43.820962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:43.821411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:43.822265] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:43.886249] [DEBUG] [MAG       ] RDY: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:43.908071] [DEBUG] [MAG       ] NDAQ: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:43.963983] [INFO ] [LOCAL     ] RDY: Saved forecast.
[2025-12-22T20:35:43.964084] [INFO ] [main      ] RDY: Signal=1 (Conf=90.0%), Magnitude=1.91% (Conf=48.8976%)
[2025-12-22T20:35:43.964636] [INFO ] [main      ] Fetching symbol history for CFFN...
[2025-12-22T20:35:43.964710] [DEBUG] [REMOTE    ] CFFN: Fetching historical data.
[2025-12-22T20:35:43.964684] [INFO ] [main      ] Progress: 161/426 forecasts completed (37.8%). RDY finished in 0.7s. ETA: 44.9s. Rate: 353.80 forecasts/min
[2025-12-22T20:35:43.979316] [DEBUG] [REMOTE    ] CFFN: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:43.981260] [DEBUG] [LOCAL     ] Loaded configuration for CFFN: 6 features, N/A% accuracy
[2025-12-22T20:35:43.981341] [INFO ] [LOCAL     ] CFFN: Loaded 6 optimal features with 50.57% confidence from JSON config
[2025-12-22T20:35:43.981383] [DEBUG] [MAG       ] Building data for symbol: CFFN with lookback: 0
[2025-12-22T20:35:43.982795] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:35:43.982949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:43.991529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:43.994986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:43.995805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:43.997075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:43.998506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:35:44.000612] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:44.145285] [INFO ] [LOCAL     ] NDAQ: Saved forecast.
[2025-12-22T20:35:44.145385] [INFO ] [main      ] NDAQ: Signal=1 (Conf=90.0%), Magnitude=-0.27% (Conf=76.025%)
[2025-12-22T20:35:44.145875] [INFO ] [main      ] Fetching symbol history for SOXX...
[2025-12-22T20:35:44.145949] [DEBUG] [REMOTE    ] SOXX: Fetching historical data.
[2025-12-22T20:35:44.141549] [DEBUG] [MAG       ] INVH: Last date is validated at 2025-12-22
[2025-12-22T20:35:44.147206] [INFO ] [main      ] Progress: 162/426 forecasts completed (38.0%). NDAQ finished in 0.9s. ETA: 44.8s. Rate: 353.64 forecasts/min
[2025-12-22T20:35:44.164522] [DEBUG] [REMOTE    ] SOXX: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:44.167534] [DEBUG] [LOCAL     ] Loaded configuration for SOXX: 4 features, N/A% accuracy
[2025-12-22T20:35:44.167671] [INFO ] [LOCAL     ] SOXX: Loaded 4 optimal features with 56.94% confidence from JSON config
[2025-12-22T20:35:44.167723] [DEBUG] [MAG       ] Building data for symbol: SOXX with lookback: 0
[2025-12-22T20:35:44.169241] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:44.169339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:44.170719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:44.174745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:35:44.226937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-22T20:35:44.229853] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:44.310790] [DEBUG] [MAG       ] GGB: Last date is validated at 2025-12-22
[2025-12-22T20:35:44.396082] [DEBUG] [MAG       ] INVH: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:44.502255] [INFO ] [LOCAL     ] INVH: Saved forecast.
[2025-12-22T20:35:44.502382] [INFO ] [main      ] INVH: Signal=1 (Conf=90.0%), Magnitude=0.47% (Conf=49.4506%)
[2025-12-22T20:35:44.502945] [INFO ] [main      ] Fetching symbol history for TSLX...
[2025-12-22T20:35:44.503020] [DEBUG] [REMOTE    ] TSLX: Fetching historical data.
[2025-12-22T20:35:44.503691] [INFO ] [main      ] Progress: 163/426 forecasts completed (38.3%). INVH finished in 0.9s. ETA: 44.9s. Rate: 351.26 forecasts/min
[2025-12-22T20:35:44.519672] [DEBUG] [REMOTE    ] TSLX: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:44.521034] [DEBUG] [LOCAL     ] Loaded configuration for TSLX: 7 features, N/A% accuracy
[2025-12-22T20:35:44.521112] [INFO ] [LOCAL     ] TSLX: Loaded 7 optimal features with 48.33% confidence from JSON config
[2025-12-22T20:35:44.521164] [DEBUG] [MAG       ] Building data for symbol: TSLX with lookback: 0
[2025-12-22T20:35:44.522469] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-22T20:35:44.522553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:44.530186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:44.532979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:44.533714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:44.534266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:35:44.543154] [DEBUG] [MAG       ] GGB: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:44.590072] [DEBUG] [MAG       ] CFFN: Last date is validated at 2025-12-22
[2025-12-22T20:35:44.602431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:35:44.603722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-22T20:35:44.621557] [INFO ] [LOCAL     ] GGB: Saved forecast.
[2025-12-22T20:35:44.621685] [INFO ] [main      ] GGB: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=34.1898%)
[2025-12-22T20:35:44.622311] [INFO ] [main      ] Fetching symbol history for BSCQ...
[2025-12-22T20:35:44.622385] [DEBUG] [REMOTE    ] BSCQ: Fetching historical data.
[2025-12-22T20:35:44.622677] [INFO ] [main      ] Progress: 164/426 forecasts completed (38.5%). GGB finished in 0.8s. ETA: 44.7s. Rate: 351.92 forecasts/min
[2025-12-22T20:35:44.639376] [DEBUG] [REMOTE    ] BSCQ: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:44.641342] [DEBUG] [LOCAL     ] Loaded configuration for BSCQ: 53 features, N/A% accuracy
[2025-12-22T20:35:44.641418] [INFO ] [LOCAL     ] BSCQ: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-22T20:35:44.641472] [DEBUG] [MAG       ] Building data for symbol: BSCQ with lookback: 0
[2025-12-22T20:35:44.642689] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-22T20:35:44.642826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:44.650475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:44.653364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:44.654130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:44.654793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:44.655336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:44.656394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:44.657532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:44.661349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:35:44.687453] [DEBUG] [MAG       ] SOXX: Last date is validated at 2025-12-22
[2025-12-22T20:35:44.696127] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:44.780744] [DEBUG] [MAG       ] CFFN: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:44.795927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:35:44.798038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:35:44.838008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:35:44.839413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:35:44.842196] [INFO ] [LOCAL     ] CFFN: Saved forecast.
[2025-12-22T20:35:44.842292] [INFO ] [main      ] CFFN: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=50.5708%)
[2025-12-22T20:35:44.842723] [INFO ] [main      ] Fetching symbol history for CHSCL...
[2025-12-22T20:35:44.842776] [DEBUG] [REMOTE    ] CHSCL: Fetching historical data.
[2025-12-22T20:35:44.843689] [INFO ] [main      ] Progress: 165/426 forecasts completed (38.7%). CFFN finished in 0.9s. ETA: 44.6s. Rate: 351.28 forecasts/min
[2025-12-22T20:35:44.854007] [DEBUG] [REMOTE    ] CHSCL: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:44.854967] [DEBUG] [LOCAL     ] Loaded configuration for CHSCL: 3 features, N/A% accuracy
[2025-12-22T20:35:44.855022] [INFO ] [LOCAL     ] CHSCL: Loaded 3 optimal features with 51.46% confidence from JSON config
[2025-12-22T20:35:44.855053] [DEBUG] [MAG       ] Building data for symbol: CHSCL with lookback: 0
[2025-12-22T20:35:44.855878] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:35:44.855940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:44.860933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:44.861972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:44.864444] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:44.880818] [DEBUG] [MAG       ] SOXX: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:44.882417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:35:44.883493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:35:44.884811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-22T20:35:44.965474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-22T20:35:44.966469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-22T20:35:44.968326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-22T20:35:44.971263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-22T20:35:44.972435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-22T20:35:44.974648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-22T20:35:44.975475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-22T20:35:44.980203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-22T20:35:44.981490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-22T20:35:44.982945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-22T20:35:44.984670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-22T20:35:44.987814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-22T20:35:44.988542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-22T20:35:44.989317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-22T20:35:44.991552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-22T20:35:44.992667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-22T20:35:44.993389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-22T20:35:44.994126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-22T20:35:44.994887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-22T20:35:44.997907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-22T20:35:44.999625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-22T20:35:45.002262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-22T20:35:45.004724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-22T20:35:45.008733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-22T20:35:45.027255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-22T20:35:45.028867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-22T20:35:45.030683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-22T20:35:45.031442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-22T20:35:45.033193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-22T20:35:45.034979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-22T20:35:45.035973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-22T20:35:45.037289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-22T20:35:45.038134] [DEBUG] [MAG       ] TSLX: Last date is validated at 2025-12-22
[2025-12-22T20:35:45.038594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-22T20:35:45.040798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-22T20:35:45.040811] [INFO ] [LOCAL     ] SOXX: Saved forecast.
[2025-12-22T20:35:45.040903] [INFO ] [main      ] SOXX: Signal=1 (Conf=90.0%), Magnitude=4.83% (Conf=56.9366%)
[2025-12-22T20:35:45.041326] [INFO ] [main      ] Fetching symbol history for TCPC...
[2025-12-22T20:35:45.041380] [DEBUG] [REMOTE    ] TCPC: Fetching historical data.
[2025-12-22T20:35:45.042250] [INFO ] [main      ] Progress: 166/426 forecasts completed (39.0%). SOXX finished in 0.9s. ETA: 44.5s. Rate: 350.94 forecasts/min
[2025-12-22T20:35:45.042731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-22T20:35:45.045802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-22T20:35:45.047773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-22T20:35:45.053994] [DEBUG] [REMOTE    ] TCPC: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:45.054026] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:45.055171] [DEBUG] [LOCAL     ] Loaded configuration for TCPC: 5 features, N/A% accuracy
[2025-12-22T20:35:45.055231] [INFO ] [LOCAL     ] TCPC: Loaded 5 optimal features with 51.44% confidence from JSON config
[2025-12-22T20:35:45.055264] [DEBUG] [MAG       ] Building data for symbol: TCPC with lookback: 0
[2025-12-22T20:35:45.056107] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:45.056170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:45.061199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:35:45.063017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-22T20:35:45.063848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-22T20:35:45.066216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:45.068100] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:45.203545] [DEBUG] [MAG       ] TSLX: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:45.242905] [DEBUG] [MAG       ] CHSCL: Last date is validated at 2025-12-22
[2025-12-22T20:35:45.271029] [INFO ] [LOCAL     ] TSLX: Saved forecast.
[2025-12-22T20:35:45.271099] [INFO ] [main      ] TSLX: Signal=1 (Conf=90.0%), Magnitude=-1.62% (Conf=48.3251%)
[2025-12-22T20:35:45.271486] [INFO ] [main      ] Fetching symbol history for CMTL...
[2025-12-22T20:35:45.271539] [DEBUG] [REMOTE    ] CMTL: Fetching historical data.
[2025-12-22T20:35:45.272343] [INFO ] [main      ] Progress: 167/426 forecasts completed (39.2%). TSLX finished in 0.8s. ETA: 44.4s. Rate: 350.22 forecasts/min
[2025-12-22T20:35:45.283626] [DEBUG] [REMOTE    ] CMTL: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:45.284778] [DEBUG] [LOCAL     ] Loaded configuration for CMTL: 4 features, N/A% accuracy
[2025-12-22T20:35:45.284830] [INFO ] [LOCAL     ] CMTL: Loaded 4 optimal features with 63.50% confidence from JSON config
[2025-12-22T20:35:45.284860] [DEBUG] [MAG       ] Building data for symbol: CMTL with lookback: 0
[2025-12-22T20:35:45.285650] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:45.285709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:45.290474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:45.291294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-22T20:35:45.293011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-22T20:35:45.297178] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:45.396483] [DEBUG] [MAG       ] BSCQ: Last date is validated at 2025-12-22
[2025-12-22T20:35:45.413010] [DEBUG] [MAG       ] CHSCL: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:45.429237] [DEBUG] [MAG       ] TCPC: Last date is validated at 2025-12-22
[2025-12-22T20:35:45.470775] [INFO ] [LOCAL     ] CHSCL: Saved forecast.
[2025-12-22T20:35:45.470844] [INFO ] [main      ] CHSCL: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=51.456%)
[2025-12-22T20:35:45.471213] [INFO ] [main      ] Fetching symbol history for LEA...
[2025-12-22T20:35:45.471265] [DEBUG] [REMOTE    ] LEA: Fetching historical data.
[2025-12-22T20:35:45.472672] [INFO ] [main      ] Progress: 168/426 forecasts completed (39.4%). CHSCL finished in 0.6s. ETA: 44.2s. Rate: 349.86 forecasts/min
[2025-12-22T20:35:45.482953] [DEBUG] [REMOTE    ] LEA: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:45.483962] [DEBUG] [LOCAL     ] Loaded configuration for LEA: 5 features, N/A% accuracy
[2025-12-22T20:35:45.484025] [INFO ] [LOCAL     ] LEA: Loaded 5 optimal features with 37.24% confidence from JSON config
[2025-12-22T20:35:45.484058] [DEBUG] [MAG       ] Building data for symbol: LEA with lookback: 0
[2025-12-22T20:35:45.484851] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:45.484913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-22T20:35:45.485922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-22T20:35:45.487291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-22T20:35:45.490252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-22T20:35:45.490981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-22T20:35:45.492556] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:45.564404] [DEBUG] [MAG       ] BSCQ: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:45.608530] [DEBUG] [MAG       ] TCPC: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:45.629496] [DEBUG] [MAG       ] CMTL: Last date is validated at 2025-12-22
[2025-12-22T20:35:45.669490] [INFO ] [LOCAL     ] TCPC: Saved forecast.
[2025-12-22T20:35:45.669592] [INFO ] [main      ] TCPC: Signal=1 (Conf=90.0%), Magnitude=0.54% (Conf=51.4396%)
[2025-12-22T20:35:45.670006] [INFO ] [main      ] Fetching symbol history for EXP...
[2025-12-22T20:35:45.670063] [DEBUG] [REMOTE    ] EXP: Fetching historical data.
[2025-12-22T20:35:45.670665] [INFO ] [main      ] Progress: 169/426 forecasts completed (39.7%). TCPC finished in 0.6s. ETA: 44.1s. Rate: 349.54 forecasts/min
[2025-12-22T20:35:45.682882] [DEBUG] [REMOTE    ] EXP: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:45.684037] [DEBUG] [LOCAL     ] Loaded configuration for EXP: 0 features, N/A% accuracy
[2025-12-22T20:35:45.684093] [INFO ] [LOCAL     ] EXP: Loaded 0 optimal features with 51.99% confidence from JSON config
[2025-12-22T20:35:45.684546] [DEBUG] [MAG       ] Building data for symbol: EXP with lookback: 0
[2025-12-22T20:35:45.685545] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-22T20:35:45.800049] [DEBUG] [MAG       ] CMTL: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:45.834605] [INFO ] [LOCAL     ] BSCQ: Saved forecast.
[2025-12-22T20:35:45.834679] [INFO ] [main      ] BSCQ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=13.5335%)
[2025-12-22T20:35:45.835133] [INFO ] [main      ] Fetching symbol history for SHEL...
[2025-12-22T20:35:45.835202] [DEBUG] [REMOTE    ] SHEL: Fetching historical data.
[2025-12-22T20:35:45.835270] [INFO ] [main      ] Progress: 170/426 forecasts completed (39.9%). BSCQ finished in 1.2s. ETA: 43.9s. Rate: 349.63 forecasts/min
[2025-12-22T20:35:45.835140] [DEBUG] [MAG       ] LEA: Last date is validated at 2025-12-22
[2025-12-22T20:35:45.848723] [DEBUG] [REMOTE    ] SHEL: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:45.849753] [DEBUG] [LOCAL     ] Loaded configuration for SHEL: 4 features, N/A% accuracy
[2025-12-22T20:35:45.849811] [INFO ] [LOCAL     ] SHEL: Loaded 4 optimal features with 58.15% confidence from JSON config
[2025-12-22T20:35:45.849843] [DEBUG] [MAG       ] Building data for symbol: SHEL with lookback: 0
[2025-12-22T20:35:45.850667] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:45.850729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:45.855550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:45.858011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:35:45.865459] [INFO ] [LOCAL     ] CMTL: Saved forecast.
[2025-12-22T20:35:45.865522] [INFO ] [main      ] CMTL: Signal=1 (Conf=90.0%), Magnitude=7.64% (Conf=63.4976%)
[2025-12-22T20:35:45.865867] [INFO ] [main      ] Fetching symbol history for MGNI...
[2025-12-22T20:35:45.865926] [DEBUG] [REMOTE    ] MGNI: Fetching historical data.
[2025-12-22T20:35:45.866703] [INFO ] [main      ] Progress: 171/426 forecasts completed (40.1%). CMTL finished in 0.6s. ETA: 43.6s. Rate: 351.31 forecasts/min
[2025-12-22T20:35:45.877842] [DEBUG] [REMOTE    ] MGNI: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:45.878910] [DEBUG] [LOCAL     ] Loaded configuration for MGNI: 2 features, N/A% accuracy
[2025-12-22T20:35:45.878968] [INFO ] [LOCAL     ] MGNI: Loaded 2 optimal features with 58.05% confidence from JSON config
[2025-12-22T20:35:45.879033] [DEBUG] [MAG       ] Building data for symbol: MGNI with lookback: 0
[2025-12-22T20:35:45.879844] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:35:45.879918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:45.884796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:45.885770] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:45.970246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-22T20:35:45.972906] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:46.007357] [DEBUG] [MAG       ] LEA: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:46.042690] [DEBUG] [MAG       ] EXP: Last date is validated at 2025-12-22
[2025-12-22T20:35:46.110707] [INFO ] [LOCAL     ] LEA: Saved forecast.
[2025-12-22T20:35:46.110782] [INFO ] [main      ] LEA: Signal=1 (Conf=90.0%), Magnitude=0.39% (Conf=37.2419%)
[2025-12-22T20:35:46.111123] [INFO ] [main      ] Fetching symbol history for FTSM...
[2025-12-22T20:35:46.111172] [DEBUG] [REMOTE    ] FTSM: Fetching historical data.
[2025-12-22T20:35:46.111655] [INFO ] [main      ] Progress: 172/426 forecasts completed (40.4%). LEA finished in 0.6s. ETA: 43.5s. Rate: 350.42 forecasts/min
[2025-12-22T20:35:46.121771] [DEBUG] [REMOTE    ] FTSM: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:46.122681] [DEBUG] [LOCAL     ] Loaded configuration for FTSM: 50 features, N/A% accuracy
[2025-12-22T20:35:46.122732] [INFO ] [LOCAL     ] FTSM: Loaded 50 optimal features with 14.50% confidence from JSON config
[2025-12-22T20:35:46.122762] [DEBUG] [MAG       ] Building data for symbol: FTSM with lookback: 0
[2025-12-22T20:35:46.123594] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-22T20:35:46.123689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:46.129330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:46.131084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:46.131564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:46.132023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:46.132419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:46.133158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:46.133964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:46.136270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:35:46.221840] [DEBUG] [MAG       ] EXP: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:46.225145] [DEBUG] [MAG       ] MGNI: Last date is validated at 2025-12-22
[2025-12-22T20:35:46.242117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:35:46.244121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:35:46.282389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:35:46.283673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:35:46.308839] [DEBUG] [MAG       ] SHEL: Last date is validated at 2025-12-22
[2025-12-22T20:35:46.328715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:35:46.329977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:35:46.331377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-22T20:35:46.354207] [INFO ] [LOCAL     ] EXP: Saved forecast.
[2025-12-22T20:35:46.354287] [INFO ] [main      ] EXP: Signal=1 (Conf=90.0%), Magnitude=4.50% (Conf=51.9851%)
[2025-12-22T20:35:46.354728] [INFO ] [main      ] Fetching symbol history for WLDS...
[2025-12-22T20:35:46.354795] [DEBUG] [REMOTE    ] WLDS: Fetching historical data.
[2025-12-22T20:35:46.355825] [INFO ] [main      ] Progress: 173/426 forecasts completed (40.6%). EXP finished in 0.7s. ETA: 43.4s. Rate: 349.56 forecasts/min
[2025-12-22T20:35:46.369888] [DEBUG] [REMOTE    ] WLDS: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:46.371082] [DEBUG] [LOCAL     ] Loaded configuration for WLDS: 2 features, N/A% accuracy
[2025-12-22T20:35:46.371144] [INFO ] [LOCAL     ] WLDS: Loaded 2 optimal features with 46.25% confidence from JSON config
[2025-12-22T20:35:46.371188] [DEBUG] [MAG       ] Building data for symbol: WLDS with lookback: 0
[2025-12-22T20:35:46.372378] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:35:46.372441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-22T20:35:46.377812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-22T20:35:46.380137] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:46.402369] [DEBUG] [MAG       ] MGNI: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:46.410149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-22T20:35:46.411077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-22T20:35:46.413261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-22T20:35:46.415989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-22T20:35:46.417060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-22T20:35:46.418992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-22T20:35:46.419951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-22T20:35:46.424498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-22T20:35:46.425686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-22T20:35:46.427171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-22T20:35:46.428869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-22T20:35:46.432157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-22T20:35:46.432836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-22T20:35:46.433532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-22T20:35:46.435510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-22T20:35:46.436794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-22T20:35:46.437486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-22T20:35:46.438342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-22T20:35:46.439221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-22T20:35:46.442350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-22T20:35:46.444146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-22T20:35:46.446933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-22T20:35:46.449454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-22T20:35:46.453563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-22T20:35:46.471932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-22T20:35:46.473288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-22T20:35:46.475071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-22T20:35:46.475824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-22T20:35:46.477453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-22T20:35:46.479136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-22T20:35:46.480109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-22T20:35:46.481323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-22T20:35:46.482540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-22T20:35:46.484699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-22T20:35:46.486303] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:46.491155] [INFO ] [LOCAL     ] MGNI: Saved forecast.
[2025-12-22T20:35:46.491224] [INFO ] [main      ] MGNI: Signal=1 (Conf=90.0%), Magnitude=2.27% (Conf=58.053%)
[2025-12-22T20:35:46.491394] [INFO ] [main      ] Fetching symbol history for INSG...
[2025-12-22T20:35:46.491439] [DEBUG] [REMOTE    ] INSG: Fetching historical data.
[2025-12-22T20:35:46.492676] [INFO ] [main      ] Progress: 174/426 forecasts completed (40.8%). MGNI finished in 0.6s. ETA: 43.2s. Rate: 349.97 forecasts/min
[2025-12-22T20:35:46.497333] [DEBUG] [MAG       ] SHEL: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:46.504967] [DEBUG] [REMOTE    ] INSG: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:46.505925] [DEBUG] [LOCAL     ] Loaded configuration for INSG: 6 features, N/A% accuracy
[2025-12-22T20:35:46.505983] [INFO ] [LOCAL     ] INSG: Loaded 6 optimal features with 58.26% confidence from JSON config
[2025-12-22T20:35:46.506015] [DEBUG] [MAG       ] Building data for symbol: INSG with lookback: 0
[2025-12-22T20:35:46.506846] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:35:46.506909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:46.508901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:46.509465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:46.510176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:46.511251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:46.512426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-22T20:35:46.514330] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:46.595758] [INFO ] [LOCAL     ] SHEL: Saved forecast.
[2025-12-22T20:35:46.595833] [INFO ] [main      ] SHEL: Signal=1 (Conf=90.0%), Magnitude=-0.54% (Conf=58.1507%)
[2025-12-22T20:35:46.595998] [INFO ] [main      ] Fetching symbol history for LH...
[2025-12-22T20:35:46.596043] [DEBUG] [REMOTE    ] LH: Fetching historical data.
[2025-12-22T20:35:46.598657] [INFO ] [main      ] Progress: 175/426 forecasts completed (41.1%). SHEL finished in 0.8s. ETA: 42.9s. Rate: 350.73 forecasts/min
[2025-12-22T20:35:46.608325] [DEBUG] [REMOTE    ] LH: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:46.609498] [DEBUG] [LOCAL     ] Loaded configuration for LH: 5 features, N/A% accuracy
[2025-12-22T20:35:46.609554] [INFO ] [LOCAL     ] LH: Loaded 5 optimal features with 50.41% confidence from JSON config
[2025-12-22T20:35:46.609605] [DEBUG] [MAG       ] Building data for symbol: LH with lookback: 0
[2025-12-22T20:35:46.610409] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:46.610471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:46.612198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:46.612813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:46.613232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:35:46.662289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:35:46.663960] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:46.739129] [DEBUG] [MAG       ] WLDS: Last date is validated at 2025-12-22
[2025-12-22T20:35:46.825825] [DEBUG] [MAG       ] FTSM: Last date is validated at 2025-12-22
[2025-12-22T20:35:46.863423] [DEBUG] [MAG       ] INSG: Last date is validated at 2025-12-22
[2025-12-22T20:35:46.909405] [DEBUG] [MAG       ] WLDS: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:46.999663] [INFO ] [LOCAL     ] WLDS: Saved forecast.
[2025-12-22T20:35:46.999749] [INFO ] [main      ] WLDS: Signal=1 (Conf=90.0%), Magnitude=-38.57% (Conf=46.2523%)
[2025-12-22T20:35:46.999955] [INFO ] [main      ] Fetching symbol history for CIF...
[2025-12-22T20:35:47.000008] [DEBUG] [REMOTE    ] CIF: Fetching historical data.
[2025-12-22T20:35:47.000960] [INFO ] [main      ] Progress: 176/426 forecasts completed (41.3%). WLDS finished in 0.6s. ETA: 43.1s. Rate: 348.06 forecasts/min
[2025-12-22T20:35:47.005299] [DEBUG] [MAG       ] FTSM: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:47.012514] [DEBUG] [REMOTE    ] CIF: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:47.013654] [DEBUG] [LOCAL     ] Loaded configuration for CIF: 0 features, N/A% accuracy
[2025-12-22T20:35:47.013713] [INFO ] [LOCAL     ] CIF: Loaded 0 optimal features with 16.43% confidence from JSON config
[2025-12-22T20:35:47.013745] [DEBUG] [MAG       ] Building data for symbol: CIF with lookback: 0
[2025-12-22T20:35:47.014783] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-22T20:35:47.034671] [DEBUG] [MAG       ] INSG: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:47.084932] [DEBUG] [MAG       ] LH: Last date is validated at 2025-12-22
[2025-12-22T20:35:47.118034] [INFO ] [LOCAL     ] INSG: Saved forecast.
[2025-12-22T20:35:47.118100] [INFO ] [main      ] INSG: Signal=1 (Conf=90.0%), Magnitude=8.60% (Conf=58.2599%)
[2025-12-22T20:35:47.118451] [INFO ] [main      ] Fetching symbol history for MCHI...
[2025-12-22T20:35:47.118502] [DEBUG] [REMOTE    ] MCHI: Fetching historical data.
[2025-12-22T20:35:47.118671] [INFO ] [main      ] Progress: 177/426 forecasts completed (41.5%). INSG finished in 0.6s. ETA: 42.8s. Rate: 348.69 forecasts/min
[2025-12-22T20:35:47.130484] [DEBUG] [REMOTE    ] MCHI: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:47.131353] [DEBUG] [LOCAL     ] Loaded configuration for MCHI: 10 features, N/A% accuracy
[2025-12-22T20:35:47.131405] [INFO ] [LOCAL     ] MCHI: Loaded 10 optimal features with 47.52% confidence from JSON config
[2025-12-22T20:35:47.131437] [DEBUG] [MAG       ] Building data for symbol: MCHI with lookback: 0
[2025-12-22T20:35:47.132257] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-22T20:35:47.132686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:47.135203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:35:47.136286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-22T20:35:47.136999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-22T20:35:47.138249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:47.140093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:47.140601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-22T20:35:47.141661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-22T20:35:47.143300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-22T20:35:47.144402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-22T20:35:47.145105] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:47.257844] [DEBUG] [MAG       ] LH: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:47.263634] [INFO ] [LOCAL     ] FTSM: Saved forecast.
[2025-12-22T20:35:47.263706] [INFO ] [main      ] FTSM: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.4978%)
[2025-12-22T20:35:47.264127] [INFO ] [main      ] Fetching symbol history for VC...
[2025-12-22T20:35:47.264178] [DEBUG] [REMOTE    ] VC: Fetching historical data.
[2025-12-22T20:35:47.264674] [INFO ] [main      ] Progress: 178/426 forecasts completed (41.8%). FTSM finished in 1.2s. ETA: 42.6s. Rate: 348.98 forecasts/min
[2025-12-22T20:35:47.276051] [DEBUG] [REMOTE    ] VC: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:47.277211] [DEBUG] [LOCAL     ] Loaded configuration for VC: 3 features, N/A% accuracy
[2025-12-22T20:35:47.277262] [INFO ] [LOCAL     ] VC: Loaded 3 optimal features with 52.55% confidence from JSON config
[2025-12-22T20:35:47.277294] [DEBUG] [MAG       ] Building data for symbol: VC with lookback: 0
[2025-12-22T20:35:47.278114] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:35:47.278195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:47.283064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:35:47.369588] [INFO ] [LOCAL     ] LH: Saved forecast.
[2025-12-22T20:35:47.369653] [INFO ] [main      ] LH: Signal=1 (Conf=90.0%), Magnitude=0.30% (Conf=50.4086%)
[2025-12-22T20:35:47.370027] [INFO ] [main      ] Fetching symbol history for PLUG...
[2025-12-22T20:35:47.370077] [DEBUG] [REMOTE    ] PLUG: Fetching historical data.
[2025-12-22T20:35:47.370650] [INFO ] [main      ] Progress: 179/426 forecasts completed (42.0%). LH finished in 0.8s. ETA: 42.4s. Rate: 349.73 forecasts/min
[2025-12-22T20:35:47.375513] [DEBUG] [MAG       ] CIF: Last date is validated at 2025-12-22
[2025-12-22T20:35:47.381638] [DEBUG] [REMOTE    ] PLUG: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:47.382531] [DEBUG] [LOCAL     ] Loaded configuration for PLUG: 4 features, N/A% accuracy
[2025-12-22T20:35:47.382605] [INFO ] [LOCAL     ] PLUG: Loaded 4 optimal features with 56.33% confidence from JSON config
[2025-12-22T20:35:47.382638] [DEBUG] [MAG       ] Building data for symbol: PLUG with lookback: 0
[2025-12-22T20:35:47.383413] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:47.383473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:47.388216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:47.390063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:47.390544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:47.391307] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:47.391302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-22T20:35:47.392235] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:47.483535] [DEBUG] [MAG       ] MCHI: Last date is validated at 2025-12-22
[2025-12-22T20:35:47.538755] [DEBUG] [MAG       ] CIF: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:47.584951] [INFO ] [LOCAL     ] CIF: Saved forecast.
[2025-12-22T20:35:47.585021] [INFO ] [main      ] CIF: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=16.4296%)
[2025-12-22T20:35:47.585383] [INFO ] [main      ] Progress: 180/426 forecasts completed (42.3%). CIF finished in 0.6s. ETA: 42.3s. Rate: 349.24 forecasts/min
[2025-12-22T20:35:47.585512] [INFO ] [main      ] Fetching symbol history for CHSCN...
[2025-12-22T20:35:47.585554] [DEBUG] [REMOTE    ] CHSCN: Fetching historical data.
[2025-12-22T20:35:47.596922] [DEBUG] [REMOTE    ] CHSCN: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:47.597743] [DEBUG] [LOCAL     ] Loaded configuration for CHSCN: 6 features, N/A% accuracy
[2025-12-22T20:35:47.597810] [INFO ] [LOCAL     ] CHSCN: Loaded 6 optimal features with 33.61% confidence from JSON config
[2025-12-22T20:35:47.597841] [DEBUG] [MAG       ] Building data for symbol: CHSCN with lookback: 0
[2025-12-22T20:35:47.598626] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:35:47.598689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:47.600422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:47.600953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:47.601358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:47.602244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:35:47.651449] [DEBUG] [MAG       ] MCHI: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:47.708236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-22T20:35:47.709441] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:47.733640] [DEBUG] [MAG       ] VC: Last date is validated at 2025-12-22
[2025-12-22T20:35:47.735420] [DEBUG] [MAG       ] PLUG: Last date is validated at 2025-12-22
[2025-12-22T20:35:47.744828] [INFO ] [LOCAL     ] MCHI: Saved forecast.
[2025-12-22T20:35:47.744902] [INFO ] [main      ] MCHI: Signal=1 (Conf=90.0%), Magnitude=1.55% (Conf=47.517%)
[2025-12-22T20:35:47.745282] [INFO ] [main      ] Fetching symbol history for CPK...
[2025-12-22T20:35:47.745334] [DEBUG] [REMOTE    ] CPK: Fetching historical data.
[2025-12-22T20:35:47.746672] [INFO ] [main      ] Progress: 181/426 forecasts completed (42.5%). MCHI finished in 0.6s. ETA: 42.1s. Rate: 349.36 forecasts/min
[2025-12-22T20:35:47.757757] [DEBUG] [REMOTE    ] CPK: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:47.758800] [DEBUG] [LOCAL     ] Loaded configuration for CPK: 9 features, N/A% accuracy
[2025-12-22T20:35:47.758853] [INFO ] [LOCAL     ] CPK: Loaded 9 optimal features with 69.73% confidence from JSON config
[2025-12-22T20:35:47.758885] [DEBUG] [MAG       ] Building data for symbol: CPK with lookback: 0
[2025-12-22T20:35:47.759716] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-22T20:35:47.759781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:47.764904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:47.767172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:47.767758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:47.768169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:35:47.769161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:35:47.770402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-22T20:35:47.771429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-22T20:35:47.772473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-22T20:35:47.773550] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:47.899837] [DEBUG] [MAG       ] PLUG: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:47.902873] [DEBUG] [MAG       ] VC: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:47.956780] [INFO ] [LOCAL     ] PLUG: Saved forecast.
[2025-12-22T20:35:47.956846] [INFO ] [main      ] PLUG: Signal=1 (Conf=90.0%), Magnitude=-4.88% (Conf=56.3261%)
[2025-12-22T20:35:47.957202] [INFO ] [main      ] Fetching symbol history for UAL...
[2025-12-22T20:35:47.957253] [DEBUG] [REMOTE    ] UAL: Fetching historical data.
[2025-12-22T20:35:47.958656] [INFO ] [main      ] Progress: 182/426 forecasts completed (42.7%). PLUG finished in 0.6s. ETA: 42.0s. Rate: 348.91 forecasts/min
[2025-12-22T20:35:47.969292] [DEBUG] [REMOTE    ] UAL: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:47.970250] [DEBUG] [LOCAL     ] Loaded configuration for UAL: 4 features, N/A% accuracy
[2025-12-22T20:35:47.970309] [INFO ] [LOCAL     ] UAL: Loaded 4 optimal features with 56.85% confidence from JSON config
[2025-12-22T20:35:47.970342] [DEBUG] [MAG       ] Building data for symbol: UAL with lookback: 0
[2025-12-22T20:35:47.971159] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:47.971220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:47.976093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:35:47.996977] [INFO ] [LOCAL     ] VC: Saved forecast.
[2025-12-22T20:35:47.997050] [INFO ] [main      ] VC: Signal=1 (Conf=90.0%), Magnitude=-0.70% (Conf=52.5462%)
[2025-12-22T20:35:47.997391] [INFO ] [main      ] Fetching symbol history for INGN...
[2025-12-22T20:35:47.997441] [DEBUG] [REMOTE    ] INGN: Fetching historical data.
[2025-12-22T20:35:47.997620] [INFO ] [main      ] Progress: 183/426 forecasts completed (43.0%). VC finished in 0.7s. ETA: 41.6s. Rate: 350.39 forecasts/min
[2025-12-22T20:35:48.008099] [DEBUG] [REMOTE    ] INGN: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:48.009272] [DEBUG] [LOCAL     ] Loaded configuration for INGN: 3 features, N/A% accuracy
[2025-12-22T20:35:48.009323] [INFO ] [LOCAL     ] INGN: Loaded 3 optimal features with 49.43% confidence from JSON config
[2025-12-22T20:35:48.009353] [DEBUG] [MAG       ] Building data for symbol: INGN with lookback: 0
[2025-12-22T20:35:48.010135] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:35:48.010194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-22T20:35:48.011663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-22T20:35:48.013673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-22T20:35:48.016482] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:48.040483] [DEBUG] [MAG       ] CHSCN: Last date is validated at 2025-12-22
[2025-12-22T20:35:48.085761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-22T20:35:48.087033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:48.088866] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:48.118285] [DEBUG] [MAG       ] CPK: Last date is validated at 2025-12-22
[2025-12-22T20:35:48.205392] [DEBUG] [MAG       ] CHSCN: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:48.262839] [INFO ] [LOCAL     ] CHSCN: Saved forecast.
[2025-12-22T20:35:48.262900] [INFO ] [main      ] CHSCN: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=33.6073%)
[2025-12-22T20:35:48.263258] [INFO ] [main      ] Fetching symbol history for BOC...
[2025-12-22T20:35:48.263307] [DEBUG] [REMOTE    ] BOC: Fetching historical data.
[2025-12-22T20:35:48.263654] [INFO ] [main      ] Progress: 184/426 forecasts completed (43.2%). CHSCN finished in 0.7s. ETA: 41.6s. Rate: 349.34 forecasts/min
[2025-12-22T20:35:48.275443] [DEBUG] [REMOTE    ] BOC: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:48.276737] [DEBUG] [LOCAL     ] Loaded configuration for BOC: 4 features, N/A% accuracy
[2025-12-22T20:35:48.276788] [INFO ] [LOCAL     ] BOC: Loaded 4 optimal features with 50.18% confidence from JSON config
[2025-12-22T20:35:48.276820] [DEBUG] [MAG       ] Building data for symbol: BOC with lookback: 0
[2025-12-22T20:35:48.277568] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:48.277646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:48.279320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:48.279862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:48.280293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:35:48.296382] [DEBUG] [MAG       ] CPK: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:48.326997] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:48.347883] [DEBUG] [MAG       ] INGN: Last date is validated at 2025-12-22
[2025-12-22T20:35:48.397141] [INFO ] [LOCAL     ] CPK: Saved forecast.
[2025-12-22T20:35:48.397204] [INFO ] [main      ] CPK: Signal=1 (Conf=90.0%), Magnitude=1.79% (Conf=69.7337%)
[2025-12-22T20:35:48.397585] [INFO ] [main      ] Progress: 185/426 forecasts completed (43.4%). CPK finished in 0.7s. ETA: 41.3s. Rate: 349.76 forecasts/min
[2025-12-22T20:35:48.397714] [INFO ] [main      ] Fetching symbol history for CE...
[2025-12-22T20:35:48.397756] [DEBUG] [REMOTE    ] CE: Fetching historical data.
[2025-12-22T20:35:48.408963] [DEBUG] [REMOTE    ] CE: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:48.409927] [DEBUG] [LOCAL     ] Loaded configuration for CE: 6 features, N/A% accuracy
[2025-12-22T20:35:48.409979] [INFO ] [LOCAL     ] CE: Loaded 6 optimal features with 45.32% confidence from JSON config
[2025-12-22T20:35:48.410008] [DEBUG] [MAG       ] Building data for symbol: CE with lookback: 0
[2025-12-22T20:35:48.410785] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:35:48.410845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:48.415540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:48.417384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:48.417899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:48.418290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:48.420758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:35:48.423360] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:48.426170] [DEBUG] [MAG       ] UAL: Last date is validated at 2025-12-22
[2025-12-22T20:35:48.516216] [DEBUG] [MAG       ] INGN: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:48.586587] [INFO ] [LOCAL     ] INGN: Saved forecast.
[2025-12-22T20:35:48.586669] [INFO ] [main      ] INGN: Signal=1 (Conf=90.0%), Magnitude=4.20% (Conf=49.4291%)
[2025-12-22T20:35:48.587078] [INFO ] [main      ] Fetching symbol history for TWFG...
[2025-12-22T20:35:48.587128] [DEBUG] [REMOTE    ] TWFG: Fetching historical data.
[2025-12-22T20:35:48.587663] [INFO ] [main      ] Progress: 186/426 forecasts completed (43.7%). INGN finished in 0.6s. ETA: 41.2s. Rate: 349.56 forecasts/min
[2025-12-22T20:35:48.597213] [DEBUG] [MAG       ] UAL: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:48.599062] [DEBUG] [REMOTE    ] TWFG: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:48.600161] [DEBUG] [LOCAL     ] Loaded configuration for TWFG: 6 features, N/A% accuracy
[2025-12-22T20:35:48.600212] [INFO ] [LOCAL     ] TWFG: Loaded 6 optimal features with 53.59% confidence from JSON config
[2025-12-22T20:35:48.600244] [DEBUG] [MAG       ] Building data for symbol: TWFG with lookback: 0
[2025-12-22T20:35:48.601047] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:35:48.601108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:48.603146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:48.603689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:48.604084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-22T20:35:48.605882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-22T20:35:48.607862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-22T20:35:48.609459] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:48.664567] [DEBUG] [MAG       ] BOC: Last date is validated at 2025-12-22
[2025-12-22T20:35:48.724996] [INFO ] [LOCAL     ] UAL: Saved forecast.
[2025-12-22T20:35:48.725063] [INFO ] [main      ] UAL: Signal=1 (Conf=90.0%), Magnitude=-1.95% (Conf=56.8524%)
[2025-12-22T20:35:48.725265] [INFO ] [main      ] Fetching symbol history for MGTX...
[2025-12-22T20:35:48.725311] [DEBUG] [REMOTE    ] MGTX: Fetching historical data.
[2025-12-22T20:35:48.726675] [INFO ] [main      ] Progress: 187/426 forecasts completed (43.9%). UAL finished in 0.8s. ETA: 41.0s. Rate: 349.91 forecasts/min
[2025-12-22T20:35:48.737431] [DEBUG] [REMOTE    ] MGTX: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:48.738603] [DEBUG] [LOCAL     ] Loaded configuration for MGTX: 5 features, N/A% accuracy
[2025-12-22T20:35:48.738659] [INFO ] [LOCAL     ] MGTX: Loaded 5 optimal features with 59.49% confidence from JSON config
[2025-12-22T20:35:48.738691] [DEBUG] [MAG       ] Building data for symbol: MGTX with lookback: 0
[2025-12-22T20:35:48.739537] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:48.739629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:48.741401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:48.741974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:48.742920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-22T20:35:48.744015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-22T20:35:48.749900] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:48.769772] [DEBUG] [MAG       ] CE: Last date is validated at 2025-12-22
[2025-12-22T20:35:48.831537] [DEBUG] [MAG       ] BOC: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:48.891009] [INFO ] [LOCAL     ] BOC: Saved forecast.
[2025-12-22T20:35:48.891079] [INFO ] [main      ] BOC: Signal=1 (Conf=90.0%), Magnitude=-0.20% (Conf=50.1841%)
[2025-12-22T20:35:48.891420] [INFO ] [main      ] Fetching symbol history for MCK...
[2025-12-22T20:35:48.891471] [DEBUG] [REMOTE    ] MCK: Fetching historical data.
[2025-12-22T20:35:48.891658] [INFO ] [main      ] Progress: 188/426 forecasts completed (44.1%). BOC finished in 0.6s. ETA: 40.8s. Rate: 349.98 forecasts/min
[2025-12-22T20:35:48.902684] [DEBUG] [REMOTE    ] MCK: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:48.903629] [DEBUG] [LOCAL     ] Loaded configuration for MCK: 5 features, N/A% accuracy
[2025-12-22T20:35:48.903686] [INFO ] [LOCAL     ] MCK: Loaded 5 optimal features with 50.11% confidence from JSON config
[2025-12-22T20:35:48.903718] [DEBUG] [MAG       ] Building data for symbol: MCK with lookback: 0
[2025-12-22T20:35:48.904481] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:48.904541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:48.909315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:35:48.910153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-22T20:35:48.911915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-22T20:35:48.912590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-22T20:35:48.915908] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:48.938475] [DEBUG] [MAG       ] CE: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:48.946506] [DEBUG] [MAG       ] TWFG: Last date is validated at 2025-12-22
[2025-12-22T20:35:49.053258] [INFO ] [LOCAL     ] CE: Saved forecast.
[2025-12-22T20:35:49.053324] [INFO ] [main      ] CE: Signal=1 (Conf=90.0%), Magnitude=1.30% (Conf=45.3206%)
[2025-12-22T20:35:49.053491] [INFO ] [main      ] Fetching symbol history for ODFL...
[2025-12-22T20:35:49.053536] [DEBUG] [REMOTE    ] ODFL: Fetching historical data.
[2025-12-22T20:35:49.055670] [INFO ] [main      ] Progress: 189/426 forecasts completed (44.4%). CE finished in 0.7s. ETA: 40.6s. Rate: 350.06 forecasts/min
[2025-12-22T20:35:49.066641] [DEBUG] [REMOTE    ] ODFL: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:49.068165] [DEBUG] [LOCAL     ] Loaded configuration for ODFL: 5 features, N/A% accuracy
[2025-12-22T20:35:49.068219] [INFO ] [LOCAL     ] ODFL: Loaded 5 optimal features with 61.26% confidence from JSON config
[2025-12-22T20:35:49.068252] [DEBUG] [MAG       ] Building data for symbol: ODFL with lookback: 0
[2025-12-22T20:35:49.069084] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:49.069159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:49.070875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:49.071413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:49.071847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-22T20:35:49.083138] [DEBUG] [MAG       ] MGTX: Last date is validated at 2025-12-22
[2025-12-22T20:35:49.090237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-22T20:35:49.091073] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:49.114787] [DEBUG] [MAG       ] TWFG: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:49.201562] [INFO ] [LOCAL     ] TWFG: Saved forecast.
[2025-12-22T20:35:49.201653] [INFO ] [main      ] TWFG: Signal=1 (Conf=90.0%), Magnitude=1.16% (Conf=53.5896%)
[2025-12-22T20:35:49.201994] [INFO ] [main      ] Fetching symbol history for EVTC...
[2025-12-22T20:35:49.202042] [DEBUG] [REMOTE    ] EVTC: Fetching historical data.
[2025-12-22T20:35:49.202679] [INFO ] [main      ] Progress: 190/426 forecasts completed (44.6%). TWFG finished in 0.6s. ETA: 40.4s. Rate: 350.32 forecasts/min
[2025-12-22T20:35:49.214041] [DEBUG] [REMOTE    ] EVTC: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:49.215069] [DEBUG] [LOCAL     ] Loaded configuration for EVTC: 2 features, N/A% accuracy
[2025-12-22T20:35:49.215128] [INFO ] [LOCAL     ] EVTC: Loaded 2 optimal features with 59.91% confidence from JSON config
[2025-12-22T20:35:49.215159] [DEBUG] [MAG       ] Building data for symbol: EVTC with lookback: 0
[2025-12-22T20:35:49.215984] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:35:49.216044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:49.221540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:49.222391] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:49.250612] [DEBUG] [MAG       ] MGTX: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:49.261633] [DEBUG] [MAG       ] MCK: Last date is validated at 2025-12-22
[2025-12-22T20:35:49.322221] [INFO ] [LOCAL     ] MGTX: Saved forecast.
[2025-12-22T20:35:49.322287] [INFO ] [main      ] MGTX: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=59.4878%)
[2025-12-22T20:35:49.322868] [INFO ] [main      ] Progress: 191/426 forecasts completed (44.8%). MGTX finished in 0.6s. ETA: 40.2s. Rate: 350.87 forecasts/min
[2025-12-22T20:35:49.322994] [INFO ] [main      ] Fetching symbol history for ATRC...
[2025-12-22T20:35:49.323039] [DEBUG] [REMOTE    ] ATRC: Fetching historical data.
[2025-12-22T20:35:49.336452] [DEBUG] [REMOTE    ] ATRC: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:49.337932] [DEBUG] [LOCAL     ] Loaded configuration for ATRC: 1 features, N/A% accuracy
[2025-12-22T20:35:49.337990] [INFO ] [LOCAL     ] ATRC: Loaded 1 optimal features with 65.58% confidence from JSON config
[2025-12-22T20:35:49.338023] [DEBUG] [MAG       ] Building data for symbol: ATRC with lookback: 0
[2025-12-22T20:35:49.338833] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-22T20:35:49.338891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-22T20:35:49.340173] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:49.434385] [DEBUG] [MAG       ] MCK: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:49.441193] [DEBUG] [MAG       ] ODFL: Last date is validated at 2025-12-22
[2025-12-22T20:35:49.565419] [DEBUG] [MAG       ] EVTC: Last date is validated at 2025-12-22
[2025-12-22T20:35:49.588537] [INFO ] [LOCAL     ] MCK: Saved forecast.
[2025-12-22T20:35:49.588627] [INFO ] [main      ] MCK: Signal=1 (Conf=90.0%), Magnitude=1.08% (Conf=50.1135%)
[2025-12-22T20:35:49.589022] [INFO ] [main      ] Fetching symbol history for BDTX...
[2025-12-22T20:35:49.589090] [DEBUG] [REMOTE    ] BDTX: Fetching historical data.
[2025-12-22T20:35:49.589652] [INFO ] [main      ] Progress: 192/426 forecasts completed (45.1%). MCK finished in 0.7s. ETA: 40.1s. Rate: 349.85 forecasts/min
[2025-12-22T20:35:49.601729] [DEBUG] [REMOTE    ] BDTX: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:49.602742] [DEBUG] [LOCAL     ] Loaded configuration for BDTX: 3 features, N/A% accuracy
[2025-12-22T20:35:49.602802] [INFO ] [LOCAL     ] BDTX: Loaded 3 optimal features with 48.14% confidence from JSON config
[2025-12-22T20:35:49.602835] [DEBUG] [MAG       ] Building data for symbol: BDTX with lookback: 0
[2025-12-22T20:35:49.603710] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:35:49.603780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:49.608983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:49.610005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:35:49.611712] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:49.614373] [DEBUG] [MAG       ] ODFL: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:49.673389] [DEBUG] [MAG       ] ATRC: Last date is validated at 2025-12-22
[2025-12-22T20:35:49.735051] [DEBUG] [MAG       ] EVTC: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:49.753870] [INFO ] [LOCAL     ] ODFL: Saved forecast.
[2025-12-22T20:35:49.753937] [INFO ] [main      ] ODFL: Signal=1 (Conf=90.0%), Magnitude=2.55% (Conf=61.2614%)
[2025-12-22T20:35:49.754282] [INFO ] [main      ] Fetching symbol history for BHFAO...
[2025-12-22T20:35:49.754331] [DEBUG] [REMOTE    ] BHFAO: Fetching historical data.
[2025-12-22T20:35:49.755657] [INFO ] [main      ] Progress: 193/426 forecasts completed (45.3%). ODFL finished in 0.7s. ETA: 40.0s. Rate: 349.91 forecasts/min
[2025-12-22T20:35:49.766308] [DEBUG] [REMOTE    ] BHFAO: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:49.767419] [DEBUG] [LOCAL     ] Loaded configuration for BHFAO: 4 features, N/A% accuracy
[2025-12-22T20:35:49.767469] [INFO ] [LOCAL     ] BHFAO: Loaded 4 optimal features with 50.64% confidence from JSON config
[2025-12-22T20:35:49.767500] [DEBUG] [MAG       ] Building data for symbol: BHFAO with lookback: 0
[2025-12-22T20:35:49.768290] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:49.768349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:49.773714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-22T20:35:49.775625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-22T20:35:49.776330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-22T20:35:49.777734] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:49.809194] [INFO ] [LOCAL     ] EVTC: Saved forecast.
[2025-12-22T20:35:49.809260] [INFO ] [main      ] EVTC: Signal=1 (Conf=90.0%), Magnitude=-0.88% (Conf=59.9078%)
[2025-12-22T20:35:49.809640] [INFO ] [main      ] Fetching symbol history for TSL...
[2025-12-22T20:35:49.809692] [DEBUG] [REMOTE    ] TSL: Fetching historical data.
[2025-12-22T20:35:49.809650] [INFO ] [main      ] Progress: 194/426 forecasts completed (45.5%). EVTC finished in 0.6s. ETA: 39.6s. Rate: 351.15 forecasts/min
[2025-12-22T20:35:49.820827] [DEBUG] [REMOTE    ] TSL: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:49.821890] [DEBUG] [LOCAL     ] Loaded configuration for TSL: 3 features, N/A% accuracy
[2025-12-22T20:35:49.821959] [INFO ] [LOCAL     ] TSL: Loaded 3 optimal features with 61.41% confidence from JSON config
[2025-12-22T20:35:49.821997] [DEBUG] [MAG       ] Building data for symbol: TSL with lookback: 0
[2025-12-22T20:35:49.822776] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:35:49.822834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:35:49.839277] [DEBUG] [MAG       ] ATRC: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:49.920824] [INFO ] [LOCAL     ] ATRC: Saved forecast.
[2025-12-22T20:35:49.920889] [INFO ] [main      ] ATRC: Signal=1 (Conf=90.0%), Magnitude=0.94% (Conf=65.5839%)
[2025-12-22T20:35:49.921257] [INFO ] [main      ] Progress: 195/426 forecasts completed (45.8%). ATRC finished in 0.6s. ETA: 39.4s. Rate: 351.78 forecasts/min
[2025-12-22T20:35:49.921378] [INFO ] [main      ] Fetching symbol history for RMM...
[2025-12-22T20:35:49.921420] [DEBUG] [REMOTE    ] RMM: Fetching historical data.
[2025-12-22T20:35:49.932471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-22T20:35:49.933515] [DEBUG] [REMOTE    ] RMM: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:49.934414] [DEBUG] [LOCAL     ] Loaded configuration for RMM: 4 features, N/A% accuracy
[2025-12-22T20:35:49.934471] [INFO ] [LOCAL     ] RMM: Loaded 4 optimal features with 60.72% confidence from JSON config
[2025-12-22T20:35:49.934502] [DEBUG] [MAG       ] Building data for symbol: RMM with lookback: 0
[2025-12-22T20:35:49.934601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-22T20:35:49.935280] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:49.935339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-22T20:35:49.935366] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:49.938019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-22T20:35:49.939659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-22T20:35:49.941985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-22T20:35:49.943042] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:49.951463] [DEBUG] [MAG       ] BDTX: Last date is validated at 2025-12-22
[2025-12-22T20:35:50.116708] [DEBUG] [MAG       ] BHFAO: Last date is validated at 2025-12-22
[2025-12-22T20:35:50.122748] [DEBUG] [MAG       ] BDTX: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:50.180989] [INFO ] [LOCAL     ] BDTX: Saved forecast.
[2025-12-22T20:35:50.181054] [INFO ] [main      ] BDTX: Signal=1 (Conf=90.0%), Magnitude=0.67% (Conf=48.1351%)
[2025-12-22T20:35:50.181216] [INFO ] [main      ] Fetching symbol history for DIOD...
[2025-12-22T20:35:50.181259] [DEBUG] [REMOTE    ] DIOD: Fetching historical data.
[2025-12-22T20:35:50.181965] [INFO ] [main      ] Progress: 196/426 forecasts completed (46.0%). BDTX finished in 0.6s. ETA: 39.3s. Rate: 350.83 forecasts/min
[2025-12-22T20:35:50.193313] [DEBUG] [REMOTE    ] DIOD: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:50.194253] [DEBUG] [LOCAL     ] Loaded configuration for DIOD: 3 features, N/A% accuracy
[2025-12-22T20:35:50.194305] [INFO ] [LOCAL     ] DIOD: Loaded 3 optimal features with 52.89% confidence from JSON config
[2025-12-22T20:35:50.194336] [DEBUG] [MAG       ] Building data for symbol: DIOD with lookback: 0
[2025-12-22T20:35:50.195188] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:35:50.195480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:50.200367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:50.202238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:50.202749] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:50.278450] [DEBUG] [MAG       ] RMM: Last date is validated at 2025-12-22
[2025-12-22T20:35:50.278887] [DEBUG] [MAG       ] TSL: Last date is validated at 2025-12-22
[2025-12-22T20:35:50.284816] [DEBUG] [MAG       ] BHFAO: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:50.352596] [INFO ] [LOCAL     ] BHFAO: Saved forecast.
[2025-12-22T20:35:50.352663] [INFO ] [main      ] BHFAO: Signal=1 (Conf=90.0%), Magnitude=-0.47% (Conf=50.639%)
[2025-12-22T20:35:50.353013] [INFO ] [main      ] Fetching symbol history for MCRI...
[2025-12-22T20:35:50.353063] [DEBUG] [REMOTE    ] MCRI: Fetching historical data.
[2025-12-22T20:35:50.353667] [INFO ] [main      ] Progress: 197/426 forecasts completed (46.2%). BHFAO finished in 0.6s. ETA: 39.2s. Rate: 350.82 forecasts/min
[2025-12-22T20:35:50.364498] [DEBUG] [REMOTE    ] MCRI: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:50.365655] [DEBUG] [LOCAL     ] Loaded configuration for MCRI: 8 features, N/A% accuracy
[2025-12-22T20:35:50.365706] [INFO ] [LOCAL     ] MCRI: Loaded 8 optimal features with 51.72% confidence from JSON config
[2025-12-22T20:35:50.365737] [DEBUG] [MAG       ] Building data for symbol: MCRI with lookback: 0
[2025-12-22T20:35:50.366501] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-22T20:35:50.366561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:50.368253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:50.368786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:50.369262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:50.369699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-22T20:35:50.370363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-22T20:35:50.372382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-22T20:35:50.376356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-22T20:35:50.377444] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:50.445177] [DEBUG] [MAG       ] RMM: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:50.452523] [DEBUG] [MAG       ] TSL: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:50.505743] [INFO ] [LOCAL     ] RMM: Saved forecast.
[2025-12-22T20:35:50.505816] [INFO ] [main      ] RMM: Signal=1 (Conf=90.0%), Magnitude=-1.17% (Conf=60.7163%)
[2025-12-22T20:35:50.506158] [INFO ] [main      ] Fetching symbol history for SVC...
[2025-12-22T20:35:50.506209] [DEBUG] [REMOTE    ] SVC: Fetching historical data.
[2025-12-22T20:35:50.507109] [INFO ] [main      ] Progress: 198/426 forecasts completed (46.5%). RMM finished in 0.6s. ETA: 39.0s. Rate: 351.00 forecasts/min
[2025-12-22T20:35:50.518028] [DEBUG] [REMOTE    ] SVC: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:50.518902] [DEBUG] [LOCAL     ] Loaded configuration for SVC: 3 features, N/A% accuracy
[2025-12-22T20:35:50.518952] [INFO ] [LOCAL     ] SVC: Loaded 3 optimal features with 63.33% confidence from JSON config
[2025-12-22T20:35:50.518983] [DEBUG] [MAG       ] Building data for symbol: SVC with lookback: 0
[2025-12-22T20:35:50.519791] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:35:50.519850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:50.524560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:35:50.528266] [INFO ] [LOCAL     ] TSL: Saved forecast.
[2025-12-22T20:35:50.528356] [INFO ] [main      ] TSL: Signal=1 (Conf=90.0%), Magnitude=6.33% (Conf=61.4139%)
[2025-12-22T20:35:50.528745] [INFO ] [main      ] Fetching symbol history for BLE...
[2025-12-22T20:35:50.528797] [DEBUG] [REMOTE    ] BLE: Fetching historical data.
[2025-12-22T20:35:50.529659] [INFO ] [main      ] Progress: 199/426 forecasts completed (46.7%). TSL finished in 0.7s. ETA: 38.6s. Rate: 352.54 forecasts/min
[2025-12-22T20:35:50.540195] [DEBUG] [REMOTE    ] BLE: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:50.541166] [DEBUG] [LOCAL     ] Loaded configuration for BLE: 5 features, N/A% accuracy
[2025-12-22T20:35:50.541217] [INFO ] [LOCAL     ] BLE: Loaded 5 optimal features with 50.70% confidence from JSON config
[2025-12-22T20:35:50.541248] [DEBUG] [MAG       ] Building data for symbol: BLE with lookback: 0
[2025-12-22T20:35:50.542022] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:50.542083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:50.543753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:50.544251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-22T20:35:50.547232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-22T20:35:50.549461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-22T20:35:50.567676] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:50.568890] [DEBUG] [MAG       ] DIOD: Last date is validated at 2025-12-22
[2025-12-22T20:35:50.633984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-22T20:35:50.639915] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:50.727244] [DEBUG] [MAG       ] MCRI: Last date is validated at 2025-12-22
[2025-12-22T20:35:50.740492] [DEBUG] [MAG       ] DIOD: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:50.838699] [INFO ] [LOCAL     ] DIOD: Saved forecast.
[2025-12-22T20:35:50.838766] [INFO ] [main      ] DIOD: Signal=1 (Conf=90.0%), Magnitude=0.52% (Conf=52.8901%)
[2025-12-22T20:35:50.839169] [INFO ] [main      ] Fetching symbol history for MHK...
[2025-12-22T20:35:50.839219] [DEBUG] [REMOTE    ] MHK: Fetching historical data.
[2025-12-22T20:35:50.840660] [INFO ] [main      ] Progress: 200/426 forecasts completed (46.9%). DIOD finished in 0.7s. ETA: 38.6s. Rate: 351.09 forecasts/min
[2025-12-22T20:35:50.852161] [DEBUG] [REMOTE    ] MHK: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:50.853189] [DEBUG] [LOCAL     ] Loaded configuration for MHK: 4 features, N/A% accuracy
[2025-12-22T20:35:50.853240] [INFO ] [LOCAL     ] MHK: Loaded 4 optimal features with 52.60% confidence from JSON config
[2025-12-22T20:35:50.853271] [DEBUG] [MAG       ] Building data for symbol: MHK with lookback: 0
[2025-12-22T20:35:50.854107] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:50.854168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:35:50.855795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-22T20:35:50.856475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-22T20:35:50.857610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-22T20:35:50.860446] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:50.898095] [DEBUG] [MAG       ] MCRI: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:50.913635] [DEBUG] [MAG       ] BLE: Last date is validated at 2025-12-22
[2025-12-22T20:35:50.972306] [DEBUG] [MAG       ] SVC: Last date is validated at 2025-12-22
[2025-12-22T20:35:51.013434] [INFO ] [LOCAL     ] MCRI: Saved forecast.
[2025-12-22T20:35:51.013499] [INFO ] [main      ] MCRI: Signal=1 (Conf=90.0%), Magnitude=-1.73% (Conf=51.7198%)
[2025-12-22T20:35:51.013949] [INFO ] [main      ] Fetching symbol history for AOD...
[2025-12-22T20:35:51.014001] [DEBUG] [REMOTE    ] AOD: Fetching historical data.
[2025-12-22T20:35:51.014655] [INFO ] [main      ] Progress: 201/426 forecasts completed (47.2%). MCRI finished in 0.7s. ETA: 38.5s. Rate: 351.06 forecasts/min
[2025-12-22T20:35:51.026043] [DEBUG] [REMOTE    ] AOD: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:51.026957] [DEBUG] [LOCAL     ] Loaded configuration for AOD: 5 features, N/A% accuracy
[2025-12-22T20:35:51.027025] [INFO ] [LOCAL     ] AOD: Loaded 5 optimal features with 36.28% confidence from JSON config
[2025-12-22T20:35:51.027059] [DEBUG] [MAG       ] Building data for symbol: AOD with lookback: 0
[2025-12-22T20:35:51.027865] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:51.027927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-22T20:35:51.030689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-22T20:35:51.033239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-22T20:35:51.034317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-22T20:35:51.035805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-22T20:35:51.038715] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:51.089307] [DEBUG] [MAG       ] BLE: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:51.137395] [DEBUG] [MAG       ] SVC: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:51.153345] [INFO ] [LOCAL     ] BLE: Saved forecast.
[2025-12-22T20:35:51.153417] [INFO ] [main      ] BLE: Signal=1 (Conf=90.0%), Magnitude=-0.39% (Conf=50.6972%)
[2025-12-22T20:35:51.153804] [INFO ] [main      ] Fetching symbol history for ACCO...
[2025-12-22T20:35:51.153856] [DEBUG] [REMOTE    ] ACCO: Fetching historical data.
[2025-12-22T20:35:51.154659] [INFO ] [main      ] Progress: 202/426 forecasts completed (47.4%). BLE finished in 0.6s. ETA: 38.2s. Rate: 351.37 forecasts/min
[2025-12-22T20:35:51.165788] [DEBUG] [REMOTE    ] ACCO: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:51.166725] [DEBUG] [LOCAL     ] Loaded configuration for ACCO: 9 features, N/A% accuracy
[2025-12-22T20:35:51.166783] [INFO ] [LOCAL     ] ACCO: Loaded 9 optimal features with 55.69% confidence from JSON config
[2025-12-22T20:35:51.166814] [DEBUG] [MAG       ] Building data for symbol: ACCO with lookback: 0
[2025-12-22T20:35:51.167683] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-22T20:35:51.167748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:51.172866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:51.174750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:51.175252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:51.175774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:51.176549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:51.179148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-22T20:35:51.180424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-22T20:35:51.181180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-22T20:35:51.181936] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:51.194615] [INFO ] [LOCAL     ] SVC: Saved forecast.
[2025-12-22T20:35:51.194681] [INFO ] [main      ] SVC: Signal=1 (Conf=90.0%), Magnitude=-1.17% (Conf=63.3303%)
[2025-12-22T20:35:51.194845] [INFO ] [main      ] Fetching symbol history for TROX...
[2025-12-22T20:35:51.194887] [DEBUG] [REMOTE    ] TROX: Fetching historical data.
[2025-12-22T20:35:51.196381] [INFO ] [main      ] Progress: 203/426 forecasts completed (47.7%). SVC finished in 0.7s. ETA: 37.9s. Rate: 352.69 forecasts/min
[2025-12-22T20:35:51.207356] [DEBUG] [REMOTE    ] TROX: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:51.208187] [DEBUG] [LOCAL     ] Loaded configuration for TROX: 3 features, N/A% accuracy
[2025-12-22T20:35:51.208237] [INFO ] [LOCAL     ] TROX: Loaded 3 optimal features with 52.66% confidence from JSON config
[2025-12-22T20:35:51.208268] [DEBUG] [MAG       ] Building data for symbol: TROX with lookback: 0
[2025-12-22T20:35:51.209056] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:35:51.209128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:35:51.210702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:35:51.211679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:35:51.213262] [DEBUG] [MAG       ] MHK: Last date is validated at 2025-12-22
[2025-12-22T20:35:51.261218] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:51.378475] [DEBUG] [MAG       ] AOD: Last date is validated at 2025-12-22
[2025-12-22T20:35:51.378751] [DEBUG] [MAG       ] MHK: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:51.520295] [DEBUG] [MAG       ] ACCO: Last date is validated at 2025-12-22
[2025-12-22T20:35:51.543855] [DEBUG] [MAG       ] AOD: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:51.600570] [DEBUG] [MAG       ] TROX: Last date is validated at 2025-12-22
[2025-12-22T20:35:51.636554] [INFO ] [LOCAL     ] MHK: Saved forecast.
[2025-12-22T20:35:51.636640] [INFO ] [main      ] MHK: Signal=1 (Conf=90.0%), Magnitude=1.82% (Conf=52.596%)
[2025-12-22T20:35:51.637021] [INFO ] [main      ] Fetching symbol history for HL...
[2025-12-22T20:35:51.637072] [DEBUG] [REMOTE    ] HL: Fetching historical data.
[2025-12-22T20:35:51.637658] [INFO ] [main      ] Progress: 204/426 forecasts completed (47.9%). MHK finished in 0.8s. ETA: 38.1s. Rate: 349.95 forecasts/min
[2025-12-22T20:35:51.651646] [DEBUG] [REMOTE    ] HL: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:51.652555] [DEBUG] [LOCAL     ] Loaded configuration for HL: 4 features, N/A% accuracy
[2025-12-22T20:35:51.652638] [INFO ] [LOCAL     ] HL: Loaded 4 optimal features with 51.14% confidence from JSON config
[2025-12-22T20:35:51.652673] [DEBUG] [MAG       ] Building data for symbol: HL with lookback: 0
[2025-12-22T20:35:51.653541] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:51.653634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:51.658861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-22T20:35:51.659654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-22T20:35:51.660360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-22T20:35:51.664966] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:51.673744] [INFO ] [LOCAL     ] AOD: Saved forecast.
[2025-12-22T20:35:51.674008] [INFO ] [main      ] AOD: Signal=1 (Conf=90.0%), Magnitude=-0.17% (Conf=36.281%)
[2025-12-22T20:35:51.674412] [INFO ] [main      ] Progress: 205/426 forecasts completed (48.1%). AOD finished in 0.7s. ETA: 37.7s. Rate: 351.30 forecasts/min
[2025-12-22T20:35:51.674644] [INFO ] [main      ] Fetching symbol history for PLD...
[2025-12-22T20:35:51.674869] [DEBUG] [REMOTE    ] PLD: Fetching historical data.
[2025-12-22T20:35:51.686387] [DEBUG] [MAG       ] ACCO: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:51.689385] [DEBUG] [REMOTE    ] PLD: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:51.690411] [DEBUG] [LOCAL     ] Loaded configuration for PLD: 5 features, N/A% accuracy
[2025-12-22T20:35:51.690471] [INFO ] [LOCAL     ] PLD: Loaded 5 optimal features with 55.29% confidence from JSON config
[2025-12-22T20:35:51.690504] [DEBUG] [MAG       ] Building data for symbol: PLD with lookback: 0
[2025-12-22T20:35:51.691372] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:51.691434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:51.693997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:35:51.695833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:35:51.745412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-22T20:35:51.747759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-22T20:35:51.748875] [INFO ] [LOCAL     ] ACCO: Saved forecast.
[2025-12-22T20:35:51.748939] [INFO ] [main      ] ACCO: Signal=1 (Conf=90.0%), Magnitude=-3.32% (Conf=55.6902%)
[2025-12-22T20:35:51.749056] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:51.749359] [INFO ] [main      ] Fetching symbol history for SREA...
[2025-12-22T20:35:51.749805] [DEBUG] [REMOTE    ] SREA: Fetching historical data.
[2025-12-22T20:35:51.751036] [INFO ] [main      ] Progress: 206/426 forecasts completed (48.4%). ACCO finished in 0.6s. ETA: 37.5s. Rate: 352.24 forecasts/min
[2025-12-22T20:35:51.760892] [DEBUG] [REMOTE    ] SREA: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:51.761867] [DEBUG] [LOCAL     ] Loaded configuration for SREA: 1 features, N/A% accuracy
[2025-12-22T20:35:51.761927] [INFO ] [LOCAL     ] SREA: Loaded 1 optimal features with 48.66% confidence from JSON config
[2025-12-22T20:35:51.761958] [DEBUG] [MAG       ] Building data for symbol: SREA with lookback: 0
[2025-12-22T20:35:51.762731] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-22T20:35:51.762788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:51.767550] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:51.772818] [DEBUG] [MAG       ] TROX: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:51.840720] [INFO ] [LOCAL     ] TROX: Saved forecast.
[2025-12-22T20:35:51.840787] [INFO ] [main      ] TROX: Signal=1 (Conf=90.0%), Magnitude=1.39% (Conf=52.6574%)
[2025-12-22T20:35:51.841159] [INFO ] [main      ] Fetching symbol history for OPAL...
[2025-12-22T20:35:51.841210] [DEBUG] [REMOTE    ] OPAL: Fetching historical data.
[2025-12-22T20:35:51.841655] [INFO ] [main      ] Progress: 207/426 forecasts completed (48.6%). TROX finished in 0.6s. ETA: 37.2s. Rate: 353.04 forecasts/min
[2025-12-22T20:35:51.853506] [DEBUG] [REMOTE    ] OPAL: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:51.854486] [DEBUG] [LOCAL     ] Loaded configuration for OPAL: 5 features, N/A% accuracy
[2025-12-22T20:35:51.854548] [INFO ] [LOCAL     ] OPAL: Loaded 5 optimal features with 45.32% confidence from JSON config
[2025-12-22T20:35:51.854614] [DEBUG] [MAG       ] Building data for symbol: OPAL with lookback: 0
[2025-12-22T20:35:51.855430] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:51.855491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:51.860458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:51.862268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:51.862805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:51.863209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-22T20:35:51.863884] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:52.001229] [DEBUG] [MAG       ] HL: Last date is validated at 2025-12-22
[2025-12-22T20:35:52.085019] [DEBUG] [MAG       ] PLD: Last date is validated at 2025-12-22
[2025-12-22T20:35:52.117053] [DEBUG] [MAG       ] SREA: Last date is validated at 2025-12-22
[2025-12-22T20:35:52.183463] [DEBUG] [MAG       ] HL: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:52.202401] [DEBUG] [MAG       ] OPAL: Last date is validated at 2025-12-22
[2025-12-22T20:35:52.254029] [DEBUG] [MAG       ] PLD: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:52.263697] [INFO ] [LOCAL     ] HL: Saved forecast.
[2025-12-22T20:35:52.263776] [INFO ] [main      ] HL: Signal=1 (Conf=90.0%), Magnitude=0.96% (Conf=51.1404%)
[2025-12-22T20:35:52.263986] [INFO ] [main      ] Fetching symbol history for HYMC...
[2025-12-22T20:35:52.264033] [DEBUG] [REMOTE    ] HYMC: Fetching historical data.
[2025-12-22T20:35:52.266114] [INFO ] [main      ] Progress: 208/426 forecasts completed (48.8%). HL finished in 0.6s. ETA: 37.3s. Rate: 350.52 forecasts/min
[2025-12-22T20:35:52.278007] [DEBUG] [REMOTE    ] HYMC: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:52.279233] [DEBUG] [LOCAL     ] Loaded configuration for HYMC: 4 features, N/A% accuracy
[2025-12-22T20:35:52.279288] [INFO ] [LOCAL     ] HYMC: Loaded 4 optimal features with 54.38% confidence from JSON config
[2025-12-22T20:35:52.279318] [DEBUG] [MAG       ] Building data for symbol: HYMC with lookback: 0
[2025-12-22T20:35:52.280174] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:52.280237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:52.281984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:52.282532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:52.286171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-22T20:35:52.286958] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:52.289668] [DEBUG] [MAG       ] SREA: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:52.348940] [INFO ] [LOCAL     ] SREA: Saved forecast.
[2025-12-22T20:35:52.349038] [INFO ] [main      ] SREA: Signal=1 (Conf=90.0%), Magnitude=-0.04% (Conf=48.6559%)
[2025-12-22T20:35:52.349423] [INFO ] [main      ] Fetching symbol history for ARCC...
[2025-12-22T20:35:52.349480] [DEBUG] [REMOTE    ] ARCC: Fetching historical data.
[2025-12-22T20:35:52.349524] [INFO ] [main      ] Progress: 209/426 forecasts completed (49.1%). SREA finished in 0.6s. ETA: 37.1s. Rate: 351.38 forecasts/min
[2025-12-22T20:35:52.361424] [DEBUG] [REMOTE    ] ARCC: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:52.362355] [DEBUG] [LOCAL     ] Loaded configuration for ARCC: 6 features, N/A% accuracy
[2025-12-22T20:35:52.362407] [INFO ] [LOCAL     ] ARCC: Loaded 6 optimal features with 55.11% confidence from JSON config
[2025-12-22T20:35:52.362437] [DEBUG] [MAG       ] Building data for symbol: ARCC with lookback: 0
[2025-12-22T20:35:52.363251] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:35:52.363313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:52.365007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:52.365593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:52.366000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:52.366412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-22T20:35:52.367527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-22T20:35:52.368928] [INFO ] [LOCAL     ] PLD: Saved forecast.
[2025-12-22T20:35:52.369017] [INFO ] [main      ] PLD: Signal=1 (Conf=90.0%), Magnitude=-1.20% (Conf=55.2883%)
[2025-12-22T20:35:52.369415] [INFO ] [main      ] Progress: 210/426 forecasts completed (49.3%). PLD finished in 0.7s. ETA: 36.7s. Rate: 352.86 forecasts/min
[2025-12-22T20:35:52.369566] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:52.369635] [INFO ] [main      ] Fetching symbol history for PTGX...
[2025-12-22T20:35:52.369684] [DEBUG] [REMOTE    ] PTGX: Fetching historical data.
[2025-12-22T20:35:52.381169] [DEBUG] [REMOTE    ] PTGX: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:52.382268] [DEBUG] [LOCAL     ] Loaded configuration for PTGX: 4 features, N/A% accuracy
[2025-12-22T20:35:52.382319] [INFO ] [LOCAL     ] PTGX: Loaded 4 optimal features with 56.85% confidence from JSON config
[2025-12-22T20:35:52.382350] [DEBUG] [MAG       ] Building data for symbol: PTGX with lookback: 0
[2025-12-22T20:35:52.383154] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:52.383219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:52.388034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:52.389846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:52.390367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:52.390784] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:52.392898] [DEBUG] [MAG       ] OPAL: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:52.450370] [INFO ] [LOCAL     ] OPAL: Saved forecast.
[2025-12-22T20:35:52.450825] [INFO ] [main      ] OPAL: Signal=1 (Conf=90.0%), Magnitude=12.04% (Conf=45.3159%)
[2025-12-22T20:35:52.451020] [INFO ] [main      ] Fetching symbol history for SYNA...
[2025-12-22T20:35:52.451063] [DEBUG] [REMOTE    ] SYNA: Fetching historical data.
[2025-12-22T20:35:52.452411] [INFO ] [main      ] Progress: 211/426 forecasts completed (49.5%). OPAL finished in 0.6s. ETA: 36.5s. Rate: 353.72 forecasts/min
[2025-12-22T20:35:52.464011] [DEBUG] [REMOTE    ] SYNA: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:52.464889] [DEBUG] [LOCAL     ] Loaded configuration for SYNA: 1 features, N/A% accuracy
[2025-12-22T20:35:52.464942] [INFO ] [LOCAL     ] SYNA: Loaded 1 optimal features with 52.77% confidence from JSON config
[2025-12-22T20:35:52.464973] [DEBUG] [MAG       ] Building data for symbol: SYNA with lookback: 0
[2025-12-22T20:35:52.465781] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-22T20:35:52.465838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:52.468195] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:52.640046] [DEBUG] [MAG       ] HYMC: Last date is validated at 2025-12-22
[2025-12-22T20:35:52.707102] [DEBUG] [MAG       ] ARCC: Last date is validated at 2025-12-22
[2025-12-22T20:35:52.742919] [DEBUG] [MAG       ] PTGX: Last date is validated at 2025-12-22
[2025-12-22T20:35:52.818112] [DEBUG] [MAG       ] HYMC: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:52.825644] [DEBUG] [MAG       ] SYNA: Last date is validated at 2025-12-22
[2025-12-22T20:35:52.880335] [DEBUG] [MAG       ] ARCC: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:52.905702] [DEBUG] [MAG       ] PTGX: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:52.914911] [INFO ] [LOCAL     ] HYMC: Saved forecast.
[2025-12-22T20:35:52.914998] [INFO ] [main      ] HYMC: Signal=1 (Conf=90.0%), Magnitude=3.46% (Conf=54.3835%)
[2025-12-22T20:35:52.915377] [INFO ] [main      ] Fetching symbol history for TAP...
[2025-12-22T20:35:52.915442] [DEBUG] [REMOTE    ] TAP: Fetching historical data.
[2025-12-22T20:35:52.915652] [INFO ] [main      ] Progress: 212/426 forecasts completed (49.8%). HYMC finished in 0.7s. ETA: 36.6s. Rate: 350.86 forecasts/min
[2025-12-22T20:35:52.928001] [DEBUG] [REMOTE    ] TAP: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:52.929193] [DEBUG] [LOCAL     ] Loaded configuration for TAP: 7 features, N/A% accuracy
[2025-12-22T20:35:52.929250] [INFO ] [LOCAL     ] TAP: Loaded 7 optimal features with 63.72% confidence from JSON config
[2025-12-22T20:35:52.929283] [DEBUG] [MAG       ] Building data for symbol: TAP with lookback: 0
[2025-12-22T20:35:52.930178] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-22T20:35:52.930242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:52.935674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:52.936682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:52.939314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:35:52.946555] [INFO ] [LOCAL     ] ARCC: Saved forecast.
[2025-12-22T20:35:52.946646] [INFO ] [main      ] ARCC: Signal=1 (Conf=90.0%), Magnitude=-1.02% (Conf=55.1053%)
[2025-12-22T20:35:52.946831] [INFO ] [main      ] Fetching symbol history for PEB...
[2025-12-22T20:35:52.946877] [DEBUG] [REMOTE    ] PEB: Fetching historical data.
[2025-12-22T20:35:52.950652] [INFO ] [main      ] Progress: 213/426 forecasts completed (50.0%). ARCC finished in 0.6s. ETA: 36.3s. Rate: 352.17 forecasts/min
[2025-12-22T20:35:52.958817] [DEBUG] [REMOTE    ] PEB: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:52.959793] [DEBUG] [LOCAL     ] Loaded configuration for PEB: 5 features, N/A% accuracy
[2025-12-22T20:35:52.959847] [INFO ] [LOCAL     ] PEB: Loaded 5 optimal features with 47.69% confidence from JSON config
[2025-12-22T20:35:52.959877] [DEBUG] [MAG       ] Building data for symbol: PEB with lookback: 0
[2025-12-22T20:35:52.960741] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:52.960802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:52.961755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-22T20:35:52.963678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-22T20:35:52.966335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-22T20:35:52.968371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-22T20:35:52.969149] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:52.983863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-22T20:35:52.985846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-22T20:35:52.986697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-22T20:35:52.988400] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:52.990482] [DEBUG] [MAG       ] SYNA: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:53.011306] [INFO ] [LOCAL     ] PTGX: Saved forecast.
[2025-12-22T20:35:53.011369] [INFO ] [main      ] PTGX: Signal=1 (Conf=90.0%), Magnitude=4.25% (Conf=56.8534%)
[2025-12-22T20:35:53.012076] [INFO ] [main      ] Progress: 214/426 forecasts completed (50.2%). PTGX finished in 0.6s. ETA: 36.0s. Rate: 353.23 forecasts/min
[2025-12-22T20:35:53.012199] [INFO ] [main      ] Fetching symbol history for EGY...
[2025-12-22T20:35:53.012241] [DEBUG] [REMOTE    ] EGY: Fetching historical data.
[2025-12-22T20:35:53.025533] [DEBUG] [REMOTE    ] EGY: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:53.026639] [DEBUG] [LOCAL     ] Loaded configuration for EGY: 1 features, N/A% accuracy
[2025-12-22T20:35:53.026694] [INFO ] [LOCAL     ] EGY: Loaded 1 optimal features with 53.52% confidence from JSON config
[2025-12-22T20:35:53.026727] [DEBUG] [MAG       ] Building data for symbol: EGY with lookback: 0
[2025-12-22T20:35:53.027536] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-22T20:35:53.027617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:35:53.028366] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:53.099070] [INFO ] [LOCAL     ] SYNA: Saved forecast.
[2025-12-22T20:35:53.099137] [INFO ] [main      ] SYNA: Signal=1 (Conf=90.0%), Magnitude=2.73% (Conf=52.7731%)
[2025-12-22T20:35:53.099302] [INFO ] [main      ] Fetching symbol history for SITM...
[2025-12-22T20:35:53.099345] [DEBUG] [REMOTE    ] SITM: Fetching historical data.
[2025-12-22T20:35:53.099836] [INFO ] [main      ] Progress: 215/426 forecasts completed (50.5%). SYNA finished in 0.6s. ETA: 35.8s. Rate: 354.02 forecasts/min
[2025-12-22T20:35:53.111701] [DEBUG] [REMOTE    ] SITM: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:53.112567] [DEBUG] [LOCAL     ] Loaded configuration for SITM: 4 features, N/A% accuracy
[2025-12-22T20:35:53.112656] [INFO ] [LOCAL     ] SITM: Loaded 4 optimal features with 50.76% confidence from JSON config
[2025-12-22T20:35:53.112693] [DEBUG] [MAG       ] Building data for symbol: SITM with lookback: 0
[2025-12-22T20:35:53.113442] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:53.113501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:53.115176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:53.115732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:53.118108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-22T20:35:53.119711] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:53.312653] [DEBUG] [MAG       ] PEB: Last date is validated at 2025-12-22
[2025-12-22T20:35:53.329082] [DEBUG] [MAG       ] TAP: Last date is validated at 2025-12-22
[2025-12-22T20:35:53.408492] [DEBUG] [MAG       ] EGY: Last date is validated at 2025-12-22
[2025-12-22T20:35:53.464595] [DEBUG] [MAG       ] SITM: Last date is validated at 2025-12-22
[2025-12-22T20:35:53.481444] [DEBUG] [MAG       ] PEB: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:53.497246] [DEBUG] [MAG       ] TAP: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:53.554164] [INFO ] [LOCAL     ] PEB: Saved forecast.
[2025-12-22T20:35:53.554239] [INFO ] [main      ] PEB: Signal=1 (Conf=90.0%), Magnitude=0.41% (Conf=47.6917%)
[2025-12-22T20:35:53.554670] [INFO ] [main      ] Fetching symbol history for ARCO...
[2025-12-22T20:35:53.554721] [DEBUG] [REMOTE    ] ARCO: Fetching historical data.
[2025-12-22T20:35:53.554713] [INFO ] [main      ] Progress: 216/426 forecasts completed (50.7%). PEB finished in 0.6s. ETA: 35.9s. Rate: 351.28 forecasts/min
[2025-12-22T20:35:53.567591] [DEBUG] [REMOTE    ] ARCO: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:53.568638] [DEBUG] [LOCAL     ] Loaded configuration for ARCO: 7 features, N/A% accuracy
[2025-12-22T20:35:53.568696] [INFO ] [LOCAL     ] ARCO: Loaded 7 optimal features with 55.72% confidence from JSON config
[2025-12-22T20:35:53.568729] [DEBUG] [MAG       ] Building data for symbol: ARCO with lookback: 0
[2025-12-22T20:35:53.569637] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-22T20:35:53.569704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:53.574701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:35:53.576539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:35:53.586568] [DEBUG] [MAG       ] EGY: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:53.593018] [INFO ] [LOCAL     ] TAP: Saved forecast.
[2025-12-22T20:35:53.593097] [INFO ] [main      ] TAP: Signal=1 (Conf=90.0%), Magnitude=-2.97% (Conf=63.7226%)
[2025-12-22T20:35:53.593567] [INFO ] [main      ] Progress: 217/426 forecasts completed (50.9%). TAP finished in 0.7s. ETA: 35.6s. Rate: 352.54 forecasts/min
[2025-12-22T20:35:53.593827] [INFO ] [main      ] Fetching symbol history for ONDS...
[2025-12-22T20:35:53.593874] [DEBUG] [REMOTE    ] ONDS: Fetching historical data.
[2025-12-22T20:35:53.606319] [DEBUG] [REMOTE    ] ONDS: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:53.607431] [DEBUG] [LOCAL     ] Loaded configuration for ONDS: 5 features, N/A% accuracy
[2025-12-22T20:35:53.607491] [INFO ] [LOCAL     ] ONDS: Loaded 5 optimal features with 54.01% confidence from JSON config
[2025-12-22T20:35:53.607523] [DEBUG] [MAG       ] Building data for symbol: ONDS with lookback: 0
[2025-12-22T20:35:53.608428] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:53.608506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:53.614173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:35:53.615102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:35:53.616322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-22T20:35:53.618487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:53.618820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:35:53.620323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-22T20:35:53.620370] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:53.623106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-22T20:35:53.625089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-22T20:35:53.626442] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:53.631885] [DEBUG] [MAG       ] SITM: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:53.642712] [INFO ] [LOCAL     ] EGY: Saved forecast.
[2025-12-22T20:35:53.642783] [INFO ] [main      ] EGY: Signal=1 (Conf=90.0%), Magnitude=0.46% (Conf=53.5245%)
[2025-12-22T20:35:53.643303] [INFO ] [main      ] Fetching symbol history for AMPG...
[2025-12-22T20:35:53.643362] [DEBUG] [REMOTE    ] AMPG: Fetching historical data.
[2025-12-22T20:35:53.643678] [INFO ] [main      ] Progress: 218/426 forecasts completed (51.2%). EGY finished in 0.6s. ETA: 35.3s. Rate: 353.68 forecasts/min
[2025-12-22T20:35:53.656355] [DEBUG] [REMOTE    ] AMPG: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:53.657433] [DEBUG] [LOCAL     ] Loaded configuration for AMPG: 1 features, N/A% accuracy
[2025-12-22T20:35:53.657491] [INFO ] [LOCAL     ] AMPG: Loaded 1 optimal features with 47.95% confidence from JSON config
[2025-12-22T20:35:53.657524] [DEBUG] [MAG       ] Building data for symbol: AMPG with lookback: 0
[2025-12-22T20:35:53.658404] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-22T20:35:53.658476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-22T20:35:53.659611] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:53.790951] [INFO ] [LOCAL     ] SITM: Saved forecast.
[2025-12-22T20:35:53.791014] [INFO ] [main      ] SITM: Signal=1 (Conf=90.0%), Magnitude=4.33% (Conf=50.7586%)
[2025-12-22T20:35:53.791408] [INFO ] [main      ] Fetching symbol history for IGSB...
[2025-12-22T20:35:53.791459] [DEBUG] [REMOTE    ] IGSB: Fetching historical data.
[2025-12-22T20:35:53.792666] [INFO ] [main      ] Progress: 219/426 forecasts completed (51.4%). SITM finished in 0.7s. ETA: 35.1s. Rate: 353.88 forecasts/min
[2025-12-22T20:35:53.805452] [DEBUG] [REMOTE    ] IGSB: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:53.806409] [DEBUG] [LOCAL     ] Loaded configuration for IGSB: 5 features, N/A% accuracy
[2025-12-22T20:35:53.806466] [INFO ] [LOCAL     ] IGSB: Loaded 5 optimal features with 25.76% confidence from JSON config
[2025-12-22T20:35:53.806497] [DEBUG] [MAG       ] Building data for symbol: IGSB with lookback: 0
[2025-12-22T20:35:53.807277] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:53.807335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:53.809070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:53.809599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:53.809984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:35:53.848911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-22T20:35:53.849660] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:53.959609] [DEBUG] [MAG       ] ARCO: Last date is validated at 2025-12-22
[2025-12-22T20:35:53.967380] [DEBUG] [MAG       ] ONDS: Last date is validated at 2025-12-22
[2025-12-22T20:35:54.016644] [DEBUG] [MAG       ] AMPG: Last date is validated at 2025-12-22
[2025-12-22T20:35:54.122127] [DEBUG] [MAG       ] ARCO: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:54.135684] [DEBUG] [MAG       ] ONDS: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:54.188733] [DEBUG] [MAG       ] IGSB: Last date is validated at 2025-12-22
[2025-12-22T20:35:54.190766] [INFO ] [LOCAL     ] ARCO: Saved forecast.
[2025-12-22T20:35:54.190839] [INFO ] [main      ] ARCO: Signal=1 (Conf=90.0%), Magnitude=2.12% (Conf=55.7169%)
[2025-12-22T20:35:54.191007] [INFO ] [main      ] Fetching symbol history for COTY...
[2025-12-22T20:35:54.191050] [DEBUG] [REMOTE    ] COTY: Fetching historical data.
[2025-12-22T20:35:54.191941] [INFO ] [main      ] Progress: 220/426 forecasts completed (51.6%). ARCO finished in 0.6s. ETA: 35.1s. Rate: 351.71 forecasts/min
[2025-12-22T20:35:54.195783] [DEBUG] [MAG       ] AMPG: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:54.202833] [DEBUG] [REMOTE    ] COTY: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:54.203792] [DEBUG] [LOCAL     ] Loaded configuration for COTY: 6 features, N/A% accuracy
[2025-12-22T20:35:54.203849] [INFO ] [LOCAL     ] COTY: Loaded 6 optimal features with 59.94% confidence from JSON config
[2025-12-22T20:35:54.203880] [DEBUG] [MAG       ] Building data for symbol: COTY with lookback: 0
[2025-12-22T20:35:54.204669] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:35:54.204742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:54.206449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:54.206964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:54.207427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:54.207842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:54.209111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:54.211439] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:54.216192] [INFO ] [LOCAL     ] ONDS: Saved forecast.
[2025-12-22T20:35:54.216265] [INFO ] [main      ] ONDS: Signal=1 (Conf=90.0%), Magnitude=-1.01% (Conf=54.0059%)
[2025-12-22T20:35:54.216436] [INFO ] [main      ] Fetching symbol history for HTD...
[2025-12-22T20:35:54.216480] [DEBUG] [REMOTE    ] HTD: Fetching historical data.
[2025-12-22T20:35:54.217348] [INFO ] [main      ] Progress: 221/426 forecasts completed (51.9%). ONDS finished in 0.6s. ETA: 34.8s. Rate: 353.07 forecasts/min
[2025-12-22T20:35:54.229788] [DEBUG] [REMOTE    ] HTD: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:54.230691] [DEBUG] [LOCAL     ] Loaded configuration for HTD: 3 features, N/A% accuracy
[2025-12-22T20:35:54.230755] [INFO ] [LOCAL     ] HTD: Loaded 3 optimal features with 46.35% confidence from JSON config
[2025-12-22T20:35:54.230995] [DEBUG] [MAG       ] Building data for symbol: HTD with lookback: 0
[2025-12-22T20:35:54.231817] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:35:54.231878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:54.233599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:54.234178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:54.235122] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:54.264347] [INFO ] [LOCAL     ] AMPG: Saved forecast.
[2025-12-22T20:35:54.264417] [INFO ] [main      ] AMPG: Signal=1 (Conf=90.0%), Magnitude=-1.16% (Conf=47.9484%)
[2025-12-22T20:35:54.264631] [INFO ] [main      ] Fetching symbol history for DKS...
[2025-12-22T20:35:54.264698] [DEBUG] [REMOTE    ] DKS: Fetching historical data.
[2025-12-22T20:35:54.265656] [INFO ] [main      ] Progress: 222/426 forecasts completed (52.1%). AMPG finished in 0.6s. ETA: 34.6s. Rate: 354.22 forecasts/min
[2025-12-22T20:35:54.278016] [DEBUG] [REMOTE    ] DKS: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:54.279657] [DEBUG] [LOCAL     ] Loaded configuration for DKS: 4 features, N/A% accuracy
[2025-12-22T20:35:54.279715] [INFO ] [LOCAL     ] DKS: Loaded 4 optimal features with 59.49% confidence from JSON config
[2025-12-22T20:35:54.279747] [DEBUG] [MAG       ] Building data for symbol: DKS with lookback: 0
[2025-12-22T20:35:54.280682] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:54.280744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:35:54.281644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-22T20:35:54.282866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:54.284888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-22T20:35:54.286689] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:54.358273] [DEBUG] [MAG       ] IGSB: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:54.415322] [INFO ] [LOCAL     ] IGSB: Saved forecast.
[2025-12-22T20:35:54.415393] [INFO ] [main      ] IGSB: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=25.7641%)
[2025-12-22T20:35:54.415560] [INFO ] [main      ] Fetching symbol history for RILY...
[2025-12-22T20:35:54.415623] [DEBUG] [REMOTE    ] RILY: Fetching historical data.
[2025-12-22T20:35:54.416665] [INFO ] [main      ] Progress: 223/426 forecasts completed (52.3%). IGSB finished in 0.6s. ETA: 34.4s. Rate: 354.39 forecasts/min
[2025-12-22T20:35:54.427305] [DEBUG] [REMOTE    ] RILY: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:54.428358] [DEBUG] [LOCAL     ] Loaded configuration for RILY: 3 features, N/A% accuracy
[2025-12-22T20:35:54.428418] [INFO ] [LOCAL     ] RILY: Loaded 3 optimal features with 50.52% confidence from JSON config
[2025-12-22T20:35:54.428450] [DEBUG] [MAG       ] Building data for symbol: RILY with lookback: 0
[2025-12-22T20:35:54.429331] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:35:54.429394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:54.430280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:35:54.431112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-22T20:35:54.432263] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:54.556726] [DEBUG] [MAG       ] COTY: Last date is validated at 2025-12-22
[2025-12-22T20:35:54.577472] [DEBUG] [MAG       ] HTD: Last date is validated at 2025-12-22
[2025-12-22T20:35:54.620137] [DEBUG] [MAG       ] DKS: Last date is validated at 2025-12-22
[2025-12-22T20:35:54.722203] [DEBUG] [MAG       ] COTY: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:54.742423] [DEBUG] [MAG       ] HTD: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:54.782061] [INFO ] [LOCAL     ] COTY: Saved forecast.
[2025-12-22T20:35:54.782132] [INFO ] [main      ] COTY: Signal=1 (Conf=90.0%), Magnitude=-0.63% (Conf=59.9368%)
[2025-12-22T20:35:54.782291] [INFO ] [main      ] Fetching symbol history for CNO...
[2025-12-22T20:35:54.782334] [DEBUG] [REMOTE    ] CNO: Fetching historical data.
[2025-12-22T20:35:54.782883] [INFO ] [main      ] Progress: 224/426 forecasts completed (52.6%). COTY finished in 0.6s. ETA: 34.4s. Rate: 352.56 forecasts/min
[2025-12-22T20:35:54.785222] [DEBUG] [MAG       ] RILY: Last date is validated at 2025-12-22
[2025-12-22T20:35:54.787737] [DEBUG] [MAG       ] DKS: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:54.793924] [DEBUG] [REMOTE    ] CNO: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:54.794967] [DEBUG] [LOCAL     ] Loaded configuration for CNO: 5 features, N/A% accuracy
[2025-12-22T20:35:54.795026] [INFO ] [LOCAL     ] CNO: Loaded 5 optimal features with 54.20% confidence from JSON config
[2025-12-22T20:35:54.795057] [DEBUG] [MAG       ] Building data for symbol: CNO with lookback: 0
[2025-12-22T20:35:54.795828] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:54.795888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:54.800738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:54.802557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:54.803062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:35:54.805235] [INFO ] [LOCAL     ] HTD: Saved forecast.
[2025-12-22T20:35:54.805307] [INFO ] [main      ] HTD: Signal=1 (Conf=90.0%), Magnitude=0.30% (Conf=46.355%)
[2025-12-22T20:35:54.805656] [INFO ] [main      ] Fetching symbol history for KEYS...
[2025-12-22T20:35:54.805706] [DEBUG] [REMOTE    ] KEYS: Fetching historical data.
[2025-12-22T20:35:54.807785] [INFO ] [main      ] Progress: 225/426 forecasts completed (52.8%). HTD finished in 0.6s. ETA: 34.1s. Rate: 353.90 forecasts/min
[2025-12-22T20:35:54.818281] [DEBUG] [REMOTE    ] KEYS: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:54.819311] [DEBUG] [LOCAL     ] Loaded configuration for KEYS: 6 features, N/A% accuracy
[2025-12-22T20:35:54.819365] [INFO ] [LOCAL     ] KEYS: Loaded 6 optimal features with 61.38% confidence from JSON config
[2025-12-22T20:35:54.819397] [DEBUG] [MAG       ] Building data for symbol: KEYS with lookback: 0
[2025-12-22T20:35:54.820220] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:35:54.820285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:54.822015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:54.822538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:35:54.845268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-22T20:35:54.846876] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:54.873370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-22T20:35:54.891394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-22T20:35:54.893047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-22T20:35:54.894832] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:54.915830] [INFO ] [LOCAL     ] DKS: Saved forecast.
[2025-12-22T20:35:54.915894] [INFO ] [main      ] DKS: Signal=1 (Conf=90.0%), Magnitude=-0.59% (Conf=59.4912%)
[2025-12-22T20:35:54.916242] [INFO ] [main      ] Fetching symbol history for FOA...
[2025-12-22T20:35:54.916291] [DEBUG] [REMOTE    ] FOA: Fetching historical data.
[2025-12-22T20:35:54.916625] [INFO ] [main      ] Progress: 226/426 forecasts completed (53.1%). DKS finished in 0.7s. ETA: 33.9s. Rate: 354.46 forecasts/min
[2025-12-22T20:35:54.928175] [DEBUG] [REMOTE    ] FOA: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:54.929111] [DEBUG] [LOCAL     ] Loaded configuration for FOA: 5 features, N/A% accuracy
[2025-12-22T20:35:54.929163] [INFO ] [LOCAL     ] FOA: Loaded 5 optimal features with 67.32% confidence from JSON config
[2025-12-22T20:35:54.929194] [DEBUG] [MAG       ] Building data for symbol: FOA with lookback: 0
[2025-12-22T20:35:54.930067] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:54.930133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:54.931910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:54.932472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:54.932883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-22T20:35:54.934702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-22T20:35:54.935752] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:54.970970] [DEBUG] [MAG       ] RILY: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:55.039341] [INFO ] [LOCAL     ] RILY: Saved forecast.
[2025-12-22T20:35:55.039409] [INFO ] [main      ] RILY: Signal=1 (Conf=90.0%), Magnitude=5.85% (Conf=50.5151%)
[2025-12-22T20:35:55.039823] [INFO ] [main      ] Fetching symbol history for SRFM...
[2025-12-22T20:35:55.039877] [DEBUG] [REMOTE    ] SRFM: Fetching historical data.
[2025-12-22T20:35:55.041660] [INFO ] [main      ] Progress: 227/426 forecasts completed (53.3%). RILY finished in 0.6s. ETA: 33.6s. Rate: 354.87 forecasts/min
[2025-12-22T20:35:55.053660] [DEBUG] [REMOTE    ] SRFM: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:55.054699] [DEBUG] [LOCAL     ] Loaded configuration for SRFM: 6 features, N/A% accuracy
[2025-12-22T20:35:55.054758] [INFO ] [LOCAL     ] SRFM: Loaded 6 optimal features with 54.02% confidence from JSON config
[2025-12-22T20:35:55.054791] [DEBUG] [MAG       ] Building data for symbol: SRFM with lookback: 0
[2025-12-22T20:35:55.055707] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:35:55.055775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:55.057536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:55.058116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:55.058522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:55.059482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:35:55.061311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-22T20:35:55.063475] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:55.197515] [DEBUG] [MAG       ] CNO: Last date is validated at 2025-12-22
[2025-12-22T20:35:55.241188] [DEBUG] [MAG       ] KEYS: Last date is validated at 2025-12-22
[2025-12-22T20:35:55.270530] [DEBUG] [MAG       ] FOA: Last date is validated at 2025-12-22
[2025-12-22T20:35:55.362658] [DEBUG] [MAG       ] CNO: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:55.417553] [DEBUG] [MAG       ] SRFM: Last date is validated at 2025-12-22
[2025-12-22T20:35:55.422125] [DEBUG] [MAG       ] KEYS: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:55.436310] [DEBUG] [MAG       ] FOA: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:55.444414] [INFO ] [LOCAL     ] CNO: Saved forecast.
[2025-12-22T20:35:55.444486] [INFO ] [main      ] CNO: Signal=1 (Conf=90.0%), Magnitude=1.30% (Conf=54.1952%)
[2025-12-22T20:35:55.444957] [INFO ] [main      ] Fetching symbol history for MRVL...
[2025-12-22T20:35:55.445009] [DEBUG] [REMOTE    ] MRVL: Fetching historical data.
[2025-12-22T20:35:55.445018] [INFO ] [main      ] Progress: 228/426 forecasts completed (53.5%). CNO finished in 0.7s. ETA: 33.7s. Rate: 352.73 forecasts/min
[2025-12-22T20:35:55.456899] [DEBUG] [REMOTE    ] MRVL: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:55.457773] [DEBUG] [LOCAL     ] Loaded configuration for MRVL: 4 features, N/A% accuracy
[2025-12-22T20:35:55.457829] [INFO ] [LOCAL     ] MRVL: Loaded 4 optimal features with 62.31% confidence from JSON config
[2025-12-22T20:35:55.457862] [DEBUG] [MAG       ] Building data for symbol: MRVL with lookback: 0
[2025-12-22T20:35:55.458635] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:55.458695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:35:55.498017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:35:55.499323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-22T20:35:55.501183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-22T20:35:55.503878] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:55.524321] [INFO ] [LOCAL     ] FOA: Saved forecast.
[2025-12-22T20:35:55.524385] [INFO ] [main      ] FOA: Signal=1 (Conf=90.0%), Magnitude=-1.48% (Conf=67.3245%)
[2025-12-22T20:35:55.524764] [INFO ] [main      ] Fetching symbol history for EOD...
[2025-12-22T20:35:55.524815] [DEBUG] [REMOTE    ] EOD: Fetching historical data.
[2025-12-22T20:35:55.524774] [INFO ] [main      ] Progress: 229/426 forecasts completed (53.8%). FOA finished in 0.6s. ETA: 33.4s. Rate: 353.55 forecasts/min
[2025-12-22T20:35:55.535936] [DEBUG] [REMOTE    ] EOD: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:55.536924] [DEBUG] [LOCAL     ] Loaded configuration for EOD: 11 features, N/A% accuracy
[2025-12-22T20:35:55.536976] [INFO ] [LOCAL     ] EOD: Loaded 11 optimal features with 25.30% confidence from JSON config
[2025-12-22T20:35:55.537018] [DEBUG] [MAG       ] Building data for symbol: EOD with lookback: 0
[2025-12-22T20:35:55.537849] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-22T20:35:55.537912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:55.539618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:55.540130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:55.540518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:35:55.542145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:35:55.559229] [INFO ] [LOCAL     ] KEYS: Saved forecast.
[2025-12-22T20:35:55.559297] [INFO ] [main      ] KEYS: Signal=1 (Conf=90.0%), Magnitude=0.77% (Conf=61.376%)
[2025-12-22T20:35:55.559462] [INFO ] [main      ] Fetching symbol history for LSPD...
[2025-12-22T20:35:55.559506] [DEBUG] [REMOTE    ] LSPD: Fetching historical data.
[2025-12-22T20:35:55.560662] [INFO ] [main      ] Progress: 230/426 forecasts completed (54.0%). KEYS finished in 0.8s. ETA: 33.1s. Rate: 354.76 forecasts/min
[2025-12-22T20:35:55.572050] [DEBUG] [REMOTE    ] LSPD: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:55.574639] [DEBUG] [LOCAL     ] Loaded configuration for LSPD: 5 features, N/A% accuracy
[2025-12-22T20:35:55.574702] [INFO ] [LOCAL     ] LSPD: Loaded 5 optimal features with 50.65% confidence from JSON config
[2025-12-22T20:35:55.574734] [DEBUG] [MAG       ] Building data for symbol: LSPD with lookback: 0
[2025-12-22T20:35:55.575528] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:55.575609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:55.580424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:55.582181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:55.582678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-22T20:35:55.583645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:35:55.583795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-22T20:35:55.584844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-22T20:35:55.585769] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:55.586061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-22T20:35:55.586368] [DEBUG] [MAG       ] SRFM: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:55.588309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-22T20:35:55.607086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-22T20:35:55.608754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-22T20:35:55.610369] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:55.663331] [INFO ] [LOCAL     ] SRFM: Saved forecast.
[2025-12-22T20:35:55.663394] [INFO ] [main      ] SRFM: Signal=1 (Conf=90.0%), Magnitude=33.49% (Conf=54.0217%)
[2025-12-22T20:35:55.663761] [INFO ] [main      ] Fetching symbol history for ARI...
[2025-12-22T20:35:55.663813] [DEBUG] [REMOTE    ] ARI: Fetching historical data.
[2025-12-22T20:35:55.664592] [INFO ] [main      ] Progress: 231/426 forecasts completed (54.2%). SRFM finished in 0.6s. ETA: 32.9s. Rate: 355.36 forecasts/min
[2025-12-22T20:35:55.675751] [DEBUG] [REMOTE    ] ARI: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:55.676533] [DEBUG] [LOCAL     ] Loaded configuration for ARI: 4 features, N/A% accuracy
[2025-12-22T20:35:55.676608] [INFO ] [LOCAL     ] ARI: Loaded 4 optimal features with 61.19% confidence from JSON config
[2025-12-22T20:35:55.676641] [DEBUG] [MAG       ] Building data for symbol: ARI with lookback: 0
[2025-12-22T20:35:55.677393] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:55.677462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:55.682206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:55.683998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:55.684473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:55.684875] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:55.840468] [DEBUG] [MAG       ] MRVL: Last date is validated at 2025-12-22
[2025-12-22T20:35:55.935481] [DEBUG] [MAG       ] LSPD: Last date is validated at 2025-12-22
[2025-12-22T20:35:55.974472] [DEBUG] [MAG       ] EOD: Last date is validated at 2025-12-22
[2025-12-22T20:35:56.005759] [DEBUG] [MAG       ] MRVL: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:56.014625] [DEBUG] [MAG       ] ARI: Last date is validated at 2025-12-22
[2025-12-22T20:35:56.103841] [DEBUG] [MAG       ] LSPD: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:56.120745] [INFO ] [LOCAL     ] MRVL: Saved forecast.
[2025-12-22T20:35:56.120821] [INFO ] [main      ] MRVL: Signal=1 (Conf=90.0%), Magnitude=-2.18% (Conf=62.3143%)
[2025-12-22T20:35:56.121180] [INFO ] [main      ] Fetching symbol history for EVSD...
[2025-12-22T20:35:56.121229] [DEBUG] [REMOTE    ] EVSD: Fetching historical data.
[2025-12-22T20:35:56.121657] [INFO ] [main      ] Progress: 232/426 forecasts completed (54.5%). MRVL finished in 0.7s. ETA: 33.0s. Rate: 352.76 forecasts/min
[2025-12-22T20:35:56.131348] [DEBUG] [REMOTE    ] EVSD: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:56.132474] [DEBUG] [LOCAL     ] Loaded configuration for EVSD: 7 features, N/A% accuracy
[2025-12-22T20:35:56.132534] [INFO ] [LOCAL     ] EVSD: Loaded 7 optimal features with 27.71% confidence from JSON config
[2025-12-22T20:35:56.132565] [DEBUG] [MAG       ] Building data for symbol: EVSD with lookback: 0
[2025-12-22T20:35:56.133345] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-22T20:35:56.133406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:56.135854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:35:56.137553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:35:56.154382] [DEBUG] [MAG       ] EOD: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:56.173634] [INFO ] [LOCAL     ] LSPD: Saved forecast.
[2025-12-22T20:35:56.173712] [INFO ] [main      ] LSPD: Signal=1 (Conf=90.0%), Magnitude=3.98% (Conf=50.6472%)
[2025-12-22T20:35:56.173877] [INFO ] [main      ] Fetching symbol history for ALG...
[2025-12-22T20:35:56.173919] [DEBUG] [REMOTE    ] ALG: Fetching historical data.
[2025-12-22T20:35:56.175063] [INFO ] [main      ] Progress: 233/426 forecasts completed (54.7%). LSPD finished in 0.6s. ETA: 32.7s. Rate: 353.80 forecasts/min
[2025-12-22T20:35:56.182546] [DEBUG] [MAG       ] ARI: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:56.184304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-22T20:35:56.185989] [DEBUG] [REMOTE    ] ALG: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:56.186897] [DEBUG] [LOCAL     ] Loaded configuration for ALG: 2 features, N/A% accuracy
[2025-12-22T20:35:56.186952] [INFO ] [LOCAL     ] ALG: Loaded 2 optimal features with 46.10% confidence from JSON config
[2025-12-22T20:35:56.186983] [DEBUG] [MAG       ] Building data for symbol: ALG with lookback: 0
[2025-12-22T20:35:56.187783] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:35:56.187843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:56.188745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-22T20:35:56.192698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:56.193684] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:56.202866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-22T20:35:56.204303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-22T20:35:56.205779] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:56.239790] [INFO ] [LOCAL     ] ARI: Saved forecast.
[2025-12-22T20:35:56.239859] [INFO ] [main      ] ARI: Signal=1 (Conf=90.0%), Magnitude=0.49% (Conf=61.1927%)
[2025-12-22T20:35:56.240219] [INFO ] [main      ] Progress: 234/426 forecasts completed (54.9%). ARI finished in 0.6s. ETA: 32.5s. Rate: 354.74 forecasts/min
[2025-12-22T20:35:56.240347] [INFO ] [main      ] Fetching symbol history for ULTA...
[2025-12-22T20:35:56.240391] [DEBUG] [REMOTE    ] ULTA: Fetching historical data.
[2025-12-22T20:35:56.252651] [DEBUG] [REMOTE    ] ULTA: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:56.253596] [DEBUG] [LOCAL     ] Loaded configuration for ULTA: 7 features, N/A% accuracy
[2025-12-22T20:35:56.253655] [INFO ] [LOCAL     ] ULTA: Loaded 7 optimal features with 63.56% confidence from JSON config
[2025-12-22T20:35:56.253688] [DEBUG] [MAG       ] Building data for symbol: ULTA with lookback: 0
[2025-12-22T20:35:56.254487] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-22T20:35:56.254551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:56.259704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:56.261554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:56.262081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:56.262486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:56.263418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:35:56.264419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-22T20:35:56.265088] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:56.307602] [INFO ] [LOCAL     ] EOD: Saved forecast.
[2025-12-22T20:35:56.307675] [INFO ] [main      ] EOD: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=25.2952%)
[2025-12-22T20:35:56.308104] [INFO ] [main      ] Fetching symbol history for SBI...
[2025-12-22T20:35:56.308163] [DEBUG] [REMOTE    ] SBI: Fetching historical data.
[2025-12-22T20:35:56.308670] [INFO ] [main      ] Progress: 235/426 forecasts completed (55.2%). EOD finished in 0.8s. ETA: 32.2s. Rate: 355.64 forecasts/min
[2025-12-22T20:35:56.320837] [DEBUG] [REMOTE    ] SBI: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:56.322035] [DEBUG] [LOCAL     ] Loaded configuration for SBI: 16 features, N/A% accuracy
[2025-12-22T20:35:56.322088] [INFO ] [LOCAL     ] SBI: Loaded 16 optimal features with 16.16% confidence from JSON config
[2025-12-22T20:35:56.322127] [DEBUG] [MAG       ] Building data for symbol: SBI with lookback: 0
[2025-12-22T20:35:56.322948] [DEBUG] [FEATURES  ] DataBuilder: Executing 16 feature methods.
[2025-12-22T20:35:56.323015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:56.328166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:56.330010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:56.330554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:56.331049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:56.331458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:56.332261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:56.333097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:56.335732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:35:56.449183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:35:56.451118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:35:56.493658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:35:56.494823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:35:56.543021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:35:56.543901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:35:56.545168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-22T20:35:56.562717] [DEBUG] [MAG       ] ALG: Last date is validated at 2025-12-22
[2025-12-22T20:35:56.564851] [DEBUG] [MAG       ] EVSD: Last date is validated at 2025-12-22
[2025-12-22T20:35:56.619673] [DEBUG] [MAG       ] ULTA: Last date is validated at 2025-12-22
[2025-12-22T20:35:56.620246] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:56.730471] [DEBUG] [MAG       ] ALG: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:56.747133] [DEBUG] [MAG       ] EVSD: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:56.792292] [DEBUG] [MAG       ] ULTA: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:56.835852] [INFO ] [LOCAL     ] ALG: Saved forecast.
[2025-12-22T20:35:56.835930] [INFO ] [main      ] ALG: Signal=1 (Conf=90.0%), Magnitude=-2.64% (Conf=46.1008%)
[2025-12-22T20:35:56.836501] [INFO ] [main      ] Fetching symbol history for HALO...
[2025-12-22T20:35:56.836553] [DEBUG] [REMOTE    ] HALO: Fetching historical data.
[2025-12-22T20:35:56.836621] [INFO ] [main      ] Progress: 236/426 forecasts completed (55.4%). ALG finished in 0.7s. ETA: 32.3s. Rate: 352.46 forecasts/min
[2025-12-22T20:35:56.848085] [DEBUG] [REMOTE    ] HALO: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:56.849057] [DEBUG] [LOCAL     ] Loaded configuration for HALO: 2 features, N/A% accuracy
[2025-12-22T20:35:56.849113] [INFO ] [LOCAL     ] HALO: Loaded 2 optimal features with 58.17% confidence from JSON config
[2025-12-22T20:35:56.849144] [DEBUG] [MAG       ] Building data for symbol: HALO with lookback: 0
[2025-12-22T20:35:56.849943] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:35:56.850002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:35:56.873429] [INFO ] [LOCAL     ] EVSD: Saved forecast.
[2025-12-22T20:35:56.873494] [INFO ] [main      ] EVSD: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=27.7051%)
[2025-12-22T20:35:56.873732] [INFO ] [main      ] Fetching symbol history for MAXI...
[2025-12-22T20:35:56.873778] [DEBUG] [REMOTE    ] MAXI: Fetching historical data.
[2025-12-22T20:35:56.874826] [INFO ] [main      ] Progress: 237/426 forecasts completed (55.6%). EVSD finished in 0.8s. ETA: 32.1s. Rate: 353.61 forecasts/min
[2025-12-22T20:35:56.884662] [DEBUG] [REMOTE    ] MAXI: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:56.885560] [DEBUG] [LOCAL     ] Loaded configuration for MAXI: 6 features, N/A% accuracy
[2025-12-22T20:35:56.885634] [INFO ] [LOCAL     ] MAXI: Loaded 6 optimal features with 43.99% confidence from JSON config
[2025-12-22T20:35:56.885666] [DEBUG] [MAG       ] Building data for symbol: MAXI with lookback: 0
[2025-12-22T20:35:56.886409] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:35:56.886478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:56.891293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:56.893108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:56.893637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-22T20:35:56.895630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-22T20:35:56.896340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-22T20:35:56.897884] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:56.898560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-22T20:35:56.901759] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:56.934681] [INFO ] [LOCAL     ] ULTA: Saved forecast.
[2025-12-22T20:35:56.934745] [INFO ] [main      ] ULTA: Signal=1 (Conf=90.0%), Magnitude=-1.44% (Conf=63.5582%)
[2025-12-22T20:35:56.935100] [INFO ] [main      ] Progress: 238/426 forecasts completed (55.9%). ULTA finished in 0.7s. ETA: 31.8s. Rate: 354.57 forecasts/min
[2025-12-22T20:35:56.935219] [INFO ] [main      ] Fetching symbol history for HBNC...
[2025-12-22T20:35:56.935261] [DEBUG] [REMOTE    ] HBNC: Fetching historical data.
[2025-12-22T20:35:56.947386] [DEBUG] [REMOTE    ] HBNC: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:56.948541] [DEBUG] [LOCAL     ] Loaded configuration for HBNC: 6 features, N/A% accuracy
[2025-12-22T20:35:56.948610] [INFO ] [LOCAL     ] HBNC: Loaded 6 optimal features with 53.07% confidence from JSON config
[2025-12-22T20:35:56.948644] [DEBUG] [MAG       ] Building data for symbol: HBNC with lookback: 0
[2025-12-22T20:35:56.949449] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:35:56.949511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:56.951185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:56.951723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:56.952114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:56.952995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:35:56.957147] [DEBUG] [MAG       ] SBI: Last date is validated at 2025-12-22
[2025-12-22T20:35:57.065659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-22T20:35:57.068457] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:57.127103] [DEBUG] [MAG       ] SBI: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:57.193866] [INFO ] [LOCAL     ] SBI: Saved forecast.
[2025-12-22T20:35:57.194118] [INFO ] [main      ] SBI: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=16.1575%)
[2025-12-22T20:35:57.194590] [INFO ] [main      ] Fetching symbol history for GTY...
[2025-12-22T20:35:57.194646] [DEBUG] [REMOTE    ] GTY: Fetching historical data.
[2025-12-22T20:35:57.194680] [INFO ] [main      ] Progress: 239/426 forecasts completed (56.1%). SBI finished in 0.9s. ETA: 31.7s. Rate: 353.78 forecasts/min
[2025-12-22T20:35:57.206450] [DEBUG] [REMOTE    ] GTY: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:57.207587] [DEBUG] [LOCAL     ] Loaded configuration for GTY: 4 features, N/A% accuracy
[2025-12-22T20:35:57.207641] [INFO ] [LOCAL     ] GTY: Loaded 4 optimal features with 59.69% confidence from JSON config
[2025-12-22T20:35:57.207673] [DEBUG] [MAG       ] Building data for symbol: GTY with lookback: 0
[2025-12-22T20:35:57.208446] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:57.208506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:57.213413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:57.215206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:57.215719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:57.216125] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:57.227752] [DEBUG] [MAG       ] MAXI: Last date is validated at 2025-12-22
[2025-12-22T20:35:57.237078] [DEBUG] [MAG       ] HALO: Last date is validated at 2025-12-22
[2025-12-22T20:35:57.405588] [DEBUG] [MAG       ] HALO: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:57.409914] [DEBUG] [MAG       ] MAXI: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:57.410879] [DEBUG] [MAG       ] HBNC: Last date is validated at 2025-12-22
[2025-12-22T20:35:57.504235] [INFO ] [LOCAL     ] MAXI: Saved forecast.
[2025-12-22T20:35:57.504304] [INFO ] [main      ] MAXI: Signal=1 (Conf=90.0%), Magnitude=3.37% (Conf=43.9866%)
[2025-12-22T20:35:57.504718] [INFO ] [main      ] Fetching symbol history for ABSI...
[2025-12-22T20:35:57.504771] [DEBUG] [REMOTE    ] ABSI: Fetching historical data.
[2025-12-22T20:35:57.506663] [INFO ] [main      ] Progress: 240/426 forecasts completed (56.3%). MAXI finished in 0.6s. ETA: 31.7s. Rate: 352.55 forecasts/min
[2025-12-22T20:35:57.518087] [DEBUG] [REMOTE    ] ABSI: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:57.519064] [DEBUG] [LOCAL     ] Loaded configuration for ABSI: 7 features, N/A% accuracy
[2025-12-22T20:35:57.519124] [INFO ] [LOCAL     ] ABSI: Loaded 7 optimal features with 48.33% confidence from JSON config
[2025-12-22T20:35:57.519158] [DEBUG] [MAG       ] Building data for symbol: ABSI with lookback: 0
[2025-12-22T20:35:57.519966] [INFO ] [LOCAL     ] HALO: Saved forecast.
[2025-12-22T20:35:57.520001] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-22T20:35:57.520039] [INFO ] [main      ] HALO: Signal=1 (Conf=90.0%), Magnitude=6.98% (Conf=58.1687%)
[2025-12-22T20:35:57.520068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:57.520195] [INFO ] [main      ] Fetching symbol history for MGA...
[2025-12-22T20:35:57.520240] [DEBUG] [REMOTE    ] MGA: Fetching historical data.
[2025-12-22T20:35:57.521622] [INFO ] [main      ] Progress: 241/426 forecasts completed (56.6%). HALO finished in 0.7s. ETA: 31.4s. Rate: 353.89 forecasts/min
[2025-12-22T20:35:57.525096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:57.525946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-22T20:35:57.528620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-22T20:35:57.529851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-22T20:35:57.530565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-22T20:35:57.532287] [DEBUG] [REMOTE    ] MGA: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:57.533513] [DEBUG] [LOCAL     ] Loaded configuration for MGA: 4 features, N/A% accuracy
[2025-12-22T20:35:57.533568] [INFO ] [LOCAL     ] MGA: Loaded 4 optimal features with 64.55% confidence from JSON config
[2025-12-22T20:35:57.533620] [DEBUG] [MAG       ] Building data for symbol: MGA with lookback: 0
[2025-12-22T20:35:57.534412] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:57.534475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:35:57.545415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-22T20:35:57.546264] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:57.546254] [DEBUG] [MAG       ] GTY: Last date is validated at 2025-12-22
[2025-12-22T20:35:57.585137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-22T20:35:57.585841] [DEBUG] [MAG       ] HBNC: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:57.588148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-22T20:35:57.589634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-22T20:35:57.590757] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:57.652220] [INFO ] [LOCAL     ] HBNC: Saved forecast.
[2025-12-22T20:35:57.652289] [INFO ] [main      ] HBNC: Signal=1 (Conf=90.0%), Magnitude=1.22% (Conf=53.0749%)
[2025-12-22T20:35:57.652676] [INFO ] [main      ] Progress: 242/426 forecasts completed (56.8%). HBNC finished in 0.7s. ETA: 31.2s. Rate: 354.22 forecasts/min
[2025-12-22T20:35:57.652804] [INFO ] [main      ] Fetching symbol history for OMEX...
[2025-12-22T20:35:57.652846] [DEBUG] [REMOTE    ] OMEX: Fetching historical data.
[2025-12-22T20:35:57.664264] [DEBUG] [REMOTE    ] OMEX: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:57.665235] [DEBUG] [LOCAL     ] Loaded configuration for OMEX: 2 features, N/A% accuracy
[2025-12-22T20:35:57.665291] [INFO ] [LOCAL     ] OMEX: Loaded 2 optimal features with 52.79% confidence from JSON config
[2025-12-22T20:35:57.665323] [DEBUG] [MAG       ] Building data for symbol: OMEX with lookback: 0
[2025-12-22T20:35:57.666106] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:35:57.666165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:35:57.667350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-22T20:35:57.709505] [DEBUG] [MAG       ] GTY: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:57.745684] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:57.776333] [INFO ] [LOCAL     ] GTY: Saved forecast.
[2025-12-22T20:35:57.776399] [INFO ] [main      ] GTY: Signal=1 (Conf=90.0%), Magnitude=0.44% (Conf=59.6899%)
[2025-12-22T20:35:57.776778] [INFO ] [main      ] Fetching symbol history for FNKO...
[2025-12-22T20:35:57.776828] [DEBUG] [REMOTE    ] FNKO: Fetching historical data.
[2025-12-22T20:35:57.777683] [INFO ] [main      ] Progress: 243/426 forecasts completed (57.0%). GTY finished in 0.6s. ETA: 31.0s. Rate: 354.60 forecasts/min
[2025-12-22T20:35:57.789155] [DEBUG] [REMOTE    ] FNKO: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:57.790298] [DEBUG] [LOCAL     ] Loaded configuration for FNKO: 4 features, N/A% accuracy
[2025-12-22T20:35:57.790353] [INFO ] [LOCAL     ] FNKO: Loaded 4 optimal features with 51.74% confidence from JSON config
[2025-12-22T20:35:57.790383] [DEBUG] [MAG       ] Building data for symbol: FNKO with lookback: 0
[2025-12-22T20:35:57.791227] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:57.791289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:35:57.882056] [DEBUG] [MAG       ] ABSI: Last date is validated at 2025-12-22
[2025-12-22T20:35:57.901157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:35:57.902051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-22T20:35:57.902719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-22T20:35:57.906697] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:57.940211] [DEBUG] [MAG       ] MGA: Last date is validated at 2025-12-22
[2025-12-22T20:35:58.049541] [DEBUG] [MAG       ] ABSI: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:58.092484] [DEBUG] [MAG       ] OMEX: Last date is validated at 2025-12-22
[2025-12-22T20:35:58.112304] [DEBUG] [MAG       ] MGA: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:58.121841] [INFO ] [LOCAL     ] ABSI: Saved forecast.
[2025-12-22T20:35:58.121920] [INFO ] [main      ] ABSI: Signal=1 (Conf=90.0%), Magnitude=14.82% (Conf=48.3267%)
[2025-12-22T20:35:58.122087] [INFO ] [main      ] Fetching symbol history for NFBK...
[2025-12-22T20:35:58.122132] [DEBUG] [REMOTE    ] NFBK: Fetching historical data.
[2025-12-22T20:35:58.123651] [INFO ] [main      ] Progress: 244/426 forecasts completed (57.3%). ABSI finished in 0.6s. ETA: 30.9s. Rate: 353.09 forecasts/min
[2025-12-22T20:35:58.133326] [DEBUG] [REMOTE    ] NFBK: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:58.134237] [DEBUG] [LOCAL     ] Loaded configuration for NFBK: 4 features, N/A% accuracy
[2025-12-22T20:35:58.134296] [INFO ] [LOCAL     ] NFBK: Loaded 4 optimal features with 58.27% confidence from JSON config
[2025-12-22T20:35:58.134329] [DEBUG] [MAG       ] Building data for symbol: NFBK with lookback: 0
[2025-12-22T20:35:58.135152] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:35:58.135221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:58.137005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:58.137540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:58.138021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-22T20:35:58.138718] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:58.201274] [INFO ] [LOCAL     ] MGA: Saved forecast.
[2025-12-22T20:35:58.201353] [INFO ] [main      ] MGA: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=64.553%)
[2025-12-22T20:35:58.201746] [INFO ] [main      ] Fetching symbol history for HOMB...
[2025-12-22T20:35:58.201799] [DEBUG] [REMOTE    ] HOMB: Fetching historical data.
[2025-12-22T20:35:58.202668] [INFO ] [main      ] Progress: 245/426 forecasts completed (57.5%). MGA finished in 0.7s. ETA: 30.7s. Rate: 353.87 forecasts/min
[2025-12-22T20:35:58.214096] [DEBUG] [REMOTE    ] HOMB: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:58.215260] [DEBUG] [LOCAL     ] Loaded configuration for HOMB: 10 features, N/A% accuracy
[2025-12-22T20:35:58.215314] [INFO ] [LOCAL     ] HOMB: Loaded 10 optimal features with 56.09% confidence from JSON config
[2025-12-22T20:35:58.215349] [DEBUG] [MAG       ] Building data for symbol: HOMB with lookback: 0
[2025-12-22T20:35:58.216155] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-22T20:35:58.216222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:58.216979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:35:58.263459] [DEBUG] [MAG       ] OMEX: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:58.265400] [DEBUG] [MAG       ] FNKO: Last date is validated at 2025-12-22
[2025-12-22T20:35:58.319702] [INFO ] [LOCAL     ] OMEX: Saved forecast.
[2025-12-22T20:35:58.319772] [INFO ] [main      ] OMEX: Signal=1 (Conf=90.0%), Magnitude=-0.17% (Conf=52.7865%)
[2025-12-22T20:35:58.319964] [INFO ] [main      ] Fetching symbol history for NAAS...
[2025-12-22T20:35:58.320017] [DEBUG] [REMOTE    ] NAAS: Fetching historical data.
[2025-12-22T20:35:58.321392] [INFO ] [main      ] Progress: 246/426 forecasts completed (57.7%). OMEX finished in 0.7s. ETA: 30.5s. Rate: 354.30 forecasts/min
[2025-12-22T20:35:58.332569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:35:58.332721] [DEBUG] [REMOTE    ] NAAS: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:58.333822] [DEBUG] [LOCAL     ] Loaded configuration for NAAS: 5 features, N/A% accuracy
[2025-12-22T20:35:58.333880] [INFO ] [LOCAL     ] NAAS: Loaded 5 optimal features with 43.69% confidence from JSON config
[2025-12-22T20:35:58.333915] [DEBUG] [MAG       ] Building data for symbol: NAAS with lookback: 0
[2025-12-22T20:35:58.334665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:35:58.334730] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:58.334793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:58.335992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-22T20:35:58.337227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:58.339049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:58.339589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-22T20:35:58.339800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:58.340727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-22T20:35:58.341973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:58.342472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:58.342769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-22T20:35:58.342896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:58.343785] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:58.344503] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:58.429714] [DEBUG] [MAG       ] FNKO: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:58.480096] [DEBUG] [MAG       ] NFBK: Last date is validated at 2025-12-22
[2025-12-22T20:35:58.492616] [INFO ] [LOCAL     ] FNKO: Saved forecast.
[2025-12-22T20:35:58.492682] [INFO ] [main      ] FNKO: Signal=1 (Conf=90.0%), Magnitude=-2.61% (Conf=51.7373%)
[2025-12-22T20:35:58.493041] [INFO ] [main      ] Fetching symbol history for KRNY...
[2025-12-22T20:35:58.493092] [DEBUG] [REMOTE    ] KRNY: Fetching historical data.
[2025-12-22T20:35:58.493661] [INFO ] [main      ] Progress: 247/426 forecasts completed (58.0%). FNKO finished in 0.7s. ETA: 30.3s. Rate: 354.27 forecasts/min
[2025-12-22T20:35:58.505007] [DEBUG] [REMOTE    ] KRNY: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:58.506129] [DEBUG] [LOCAL     ] Loaded configuration for KRNY: 2 features, N/A% accuracy
[2025-12-22T20:35:58.506180] [INFO ] [LOCAL     ] KRNY: Loaded 2 optimal features with 60.95% confidence from JSON config
[2025-12-22T20:35:58.506211] [DEBUG] [MAG       ] Building data for symbol: KRNY with lookback: 0
[2025-12-22T20:35:58.507002] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:35:58.507060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:58.511813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-22T20:35:58.513413] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:58.647965] [DEBUG] [MAG       ] NFBK: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:58.683845] [DEBUG] [MAG       ] HOMB: Last date is validated at 2025-12-22
[2025-12-22T20:35:58.708003] [DEBUG] [MAG       ] NAAS: Last date is validated at 2025-12-22
[2025-12-22T20:35:58.716450] [INFO ] [LOCAL     ] NFBK: Saved forecast.
[2025-12-22T20:35:58.716519] [INFO ] [main      ] NFBK: Signal=1 (Conf=90.0%), Magnitude=-0.54% (Conf=58.2656%)
[2025-12-22T20:35:58.716702] [INFO ] [main      ] Fetching symbol history for CFO...
[2025-12-22T20:35:58.716754] [DEBUG] [REMOTE    ] CFO: Fetching historical data.
[2025-12-22T20:35:58.717908] [INFO ] [main      ] Progress: 248/426 forecasts completed (58.2%). NFBK finished in 0.6s. ETA: 30.2s. Rate: 353.81 forecasts/min
[2025-12-22T20:35:58.727451] [DEBUG] [REMOTE    ] CFO: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:58.728389] [DEBUG] [LOCAL     ] Loaded configuration for CFO: 6 features, N/A% accuracy
[2025-12-22T20:35:58.728448] [INFO ] [LOCAL     ] CFO: Loaded 6 optimal features with 52.47% confidence from JSON config
[2025-12-22T20:35:58.728481] [DEBUG] [MAG       ] Building data for symbol: CFO with lookback: 0
[2025-12-22T20:35:58.729373] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:35:58.729441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:58.731194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:58.731743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:58.732154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:35:58.845041] [DEBUG] [MAG       ] KRNY: Last date is validated at 2025-12-22
[2025-12-22T20:35:58.846296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:35:58.848384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:35:58.850745] [DEBUG] [MAG       ] HOMB: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:58.886106] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:58.896097] [DEBUG] [MAG       ] NAAS: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:58.926715] [INFO ] [LOCAL     ] HOMB: Saved forecast.
[2025-12-22T20:35:58.926792] [INFO ] [main      ] HOMB: Signal=1 (Conf=90.0%), Magnitude=0.61% (Conf=56.0922%)
[2025-12-22T20:35:58.926968] [INFO ] [main      ] Fetching symbol history for LCNB...
[2025-12-22T20:35:58.927011] [DEBUG] [REMOTE    ] LCNB: Fetching historical data.
[2025-12-22T20:35:58.928668] [INFO ] [main      ] Progress: 249/426 forecasts completed (58.5%). HOMB finished in 0.7s. ETA: 30.0s. Rate: 353.47 forecasts/min
[2025-12-22T20:35:58.938088] [DEBUG] [REMOTE    ] LCNB: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:58.939063] [DEBUG] [LOCAL     ] Loaded configuration for LCNB: 8 features, N/A% accuracy
[2025-12-22T20:35:58.939118] [INFO ] [LOCAL     ] LCNB: Loaded 8 optimal features with 60.52% confidence from JSON config
[2025-12-22T20:35:58.939150] [DEBUG] [MAG       ] Building data for symbol: LCNB with lookback: 0
[2025-12-22T20:35:58.939934] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-22T20:35:58.939997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:58.944771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:58.946553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:58.947045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:58.947487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:58.947891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:58.950306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:35:58.986423] [INFO ] [LOCAL     ] NAAS: Saved forecast.
[2025-12-22T20:35:58.986488] [INFO ] [main      ] NAAS: Signal=1 (Conf=90.0%), Magnitude=4.93% (Conf=43.6884%)
[2025-12-22T20:35:58.986849] [INFO ] [main      ] Fetching symbol history for MCI...
[2025-12-22T20:35:58.986899] [DEBUG] [REMOTE    ] MCI: Fetching historical data.
[2025-12-22T20:35:58.987650] [INFO ] [main      ] Progress: 250/426 forecasts completed (58.7%). NAAS finished in 0.7s. ETA: 29.8s. Rate: 354.39 forecasts/min
[2025-12-22T20:35:58.998338] [DEBUG] [REMOTE    ] MCI: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:58.999166] [DEBUG] [LOCAL     ] Loaded configuration for MCI: 5 features, N/A% accuracy
[2025-12-22T20:35:58.999216] [INFO ] [LOCAL     ] MCI: Loaded 5 optimal features with 52.41% confidence from JSON config
[2025-12-22T20:35:58.999246] [DEBUG] [MAG       ] Building data for symbol: MCI with lookback: 0
[2025-12-22T20:35:59.000033] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:35:59.000094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:59.005194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:59.006203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-22T20:35:59.008965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-22T20:35:59.010981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-22T20:35:59.011007] [DEBUG] [MAG       ] KRNY: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:59.012085] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:59.056875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-22T20:35:59.057706] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:59.069826] [INFO ] [LOCAL     ] KRNY: Saved forecast.
[2025-12-22T20:35:59.069893] [INFO ] [main      ] KRNY: Signal=1 (Conf=90.0%), Magnitude=-1.10% (Conf=60.9547%)
[2025-12-22T20:35:59.070268] [INFO ] [main      ] Fetching symbol history for QYLG...
[2025-12-22T20:35:59.070662] [DEBUG] [REMOTE    ] QYLG: Fetching historical data.
[2025-12-22T20:35:59.072439] [INFO ] [main      ] Progress: 251/426 forecasts completed (58.9%). KRNY finished in 0.6s. ETA: 29.6s. Rate: 355.10 forecasts/min
[2025-12-22T20:35:59.083301] [DEBUG] [REMOTE    ] QYLG: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:59.084362] [DEBUG] [LOCAL     ] Loaded configuration for QYLG: 8 features, N/A% accuracy
[2025-12-22T20:35:59.084420] [INFO ] [LOCAL     ] QYLG: Loaded 8 optimal features with 51.12% confidence from JSON config
[2025-12-22T20:35:59.084452] [DEBUG] [MAG       ] Building data for symbol: QYLG with lookback: 0
[2025-12-22T20:35:59.085299] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-22T20:35:59.085362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:59.090216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:59.092060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:59.092563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:59.092995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:35:59.095359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:35:59.145788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-22T20:35:59.146660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-22T20:35:59.147647] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:59.220181] [DEBUG] [MAG       ] CFO: Last date is validated at 2025-12-22
[2025-12-22T20:35:59.353390] [DEBUG] [MAG       ] MCI: Last date is validated at 2025-12-22
[2025-12-22T20:35:59.384400] [DEBUG] [MAG       ] CFO: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:59.390238] [DEBUG] [MAG       ] LCNB: Last date is validated at 2025-12-22
[2025-12-22T20:35:59.460709] [INFO ] [LOCAL     ] CFO: Saved forecast.
[2025-12-22T20:35:59.460789] [INFO ] [main      ] CFO: Signal=1 (Conf=90.0%), Magnitude=-0.05% (Conf=52.4712%)
[2025-12-22T20:35:59.461160] [INFO ] [main      ] Fetching symbol history for NABL...
[2025-12-22T20:35:59.461376] [DEBUG] [REMOTE    ] NABL: Fetching historical data.
[2025-12-22T20:35:59.462176] [INFO ] [main      ] Progress: 252/426 forecasts completed (59.2%). CFO finished in 0.7s. ETA: 29.6s. Rate: 353.26 forecasts/min
[2025-12-22T20:35:59.472810] [DEBUG] [REMOTE    ] NABL: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:59.473649] [DEBUG] [LOCAL     ] Loaded configuration for NABL: 6 features, N/A% accuracy
[2025-12-22T20:35:59.473705] [INFO ] [LOCAL     ] NABL: Loaded 6 optimal features with 50.17% confidence from JSON config
[2025-12-22T20:35:59.473739] [DEBUG] [MAG       ] Building data for symbol: NABL with lookback: 0
[2025-12-22T20:35:59.474490] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:35:59.474549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:59.476229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:59.476753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:59.477139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:35:59.481619] [DEBUG] [MAG       ] QYLG: Last date is validated at 2025-12-22
[2025-12-22T20:35:59.520178] [DEBUG] [MAG       ] MCI: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:59.526677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-22T20:35:59.527761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-22T20:35:59.528422] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:59.554898] [DEBUG] [MAG       ] LCNB: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:59.595394] [INFO ] [LOCAL     ] MCI: Saved forecast.
[2025-12-22T20:35:59.595465] [INFO ] [main      ] MCI: Signal=1 (Conf=90.0%), Magnitude=1.11% (Conf=52.4144%)
[2025-12-22T20:35:59.595647] [INFO ] [main      ] Fetching symbol history for NLOP...
[2025-12-22T20:35:59.595692] [DEBUG] [REMOTE    ] NLOP: Fetching historical data.
[2025-12-22T20:35:59.597712] [INFO ] [main      ] Progress: 253/426 forecasts completed (59.4%). MCI finished in 0.6s. ETA: 29.4s. Rate: 353.55 forecasts/min
[2025-12-22T20:35:59.608874] [DEBUG] [REMOTE    ] NLOP: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:59.609888] [DEBUG] [LOCAL     ] Loaded configuration for NLOP: 6 features, N/A% accuracy
[2025-12-22T20:35:59.609959] [INFO ] [LOCAL     ] NLOP: Loaded 6 optimal features with 51.76% confidence from JSON config
[2025-12-22T20:35:59.610011] [DEBUG] [MAG       ] Building data for symbol: NLOP with lookback: 0
[2025-12-22T20:35:59.610922] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:35:59.610988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:59.612765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:59.613298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:59.613739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:35:59.614559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:59.615527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-22T20:35:59.625748] [INFO ] [LOCAL     ] LCNB: Saved forecast.
[2025-12-22T20:35:59.625812] [INFO ] [main      ] LCNB: Signal=1 (Conf=90.0%), Magnitude=-0.78% (Conf=60.5229%)
[2025-12-22T20:35:59.625979] [INFO ] [main      ] Fetching symbol history for SHY...
[2025-12-22T20:35:59.626022] [DEBUG] [REMOTE    ] SHY: Fetching historical data.
[2025-12-22T20:35:59.627660] [INFO ] [main      ] Progress: 254/426 forecasts completed (59.6%). LCNB finished in 0.7s. ETA: 29.1s. Rate: 354.70 forecasts/min
[2025-12-22T20:35:59.638042] [DEBUG] [REMOTE    ] SHY: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:59.638958] [DEBUG] [LOCAL     ] Loaded configuration for SHY: 9 features, N/A% accuracy
[2025-12-22T20:35:59.639030] [INFO ] [LOCAL     ] SHY: Loaded 9 optimal features with 44.87% confidence from JSON config
[2025-12-22T20:35:59.639062] [DEBUG] [MAG       ] Building data for symbol: SHY with lookback: 0
[2025-12-22T20:35:59.639864] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-22T20:35:59.639928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:59.641618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:35:59.642132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-22T20:35:59.643175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-22T20:35:59.647329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-22T20:35:59.648376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-22T20:35:59.649092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-22T20:35:59.649835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-22T20:35:59.650921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-22T20:35:59.652405] [DEBUG] [MAG       ] QYLG: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:35:59.652903] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:59.710994] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:59.721770] [INFO ] [LOCAL     ] QYLG: Saved forecast.
[2025-12-22T20:35:59.721848] [INFO ] [main      ] QYLG: Signal=1 (Conf=90.0%), Magnitude=-0.22% (Conf=51.1181%)
[2025-12-22T20:35:59.722226] [INFO ] [main      ] Fetching symbol history for KMX...
[2025-12-22T20:35:59.722280] [DEBUG] [REMOTE    ] KMX: Fetching historical data.
[2025-12-22T20:35:59.722669] [INFO ] [main      ] Progress: 255/426 forecasts completed (59.9%). QYLG finished in 0.7s. ETA: 28.9s. Rate: 355.31 forecasts/min
[2025-12-22T20:35:59.734250] [DEBUG] [REMOTE    ] KMX: Successfully parsed 300 rows of historical data.
[2025-12-22T20:35:59.735188] [DEBUG] [LOCAL     ] Loaded configuration for KMX: 6 features, N/A% accuracy
[2025-12-22T20:35:59.735242] [INFO ] [LOCAL     ] KMX: Loaded 6 optimal features with 43.53% confidence from JSON config
[2025-12-22T20:35:59.735283] [DEBUG] [MAG       ] Building data for symbol: KMX with lookback: 0
[2025-12-22T20:35:59.736094] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:35:59.736157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:35:59.741021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:35:59.742963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:35:59.743507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:35:59.743935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:35:59.744849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:35:59.784188] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:35:59.859050] [DEBUG] [MAG       ] NABL: Last date is validated at 2025-12-22
[2025-12-22T20:35:59.989173] [DEBUG] [MAG       ] SHY: Last date is validated at 2025-12-22
[2025-12-22T20:36:00.023479] [DEBUG] [MAG       ] NABL: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:00.047230] [DEBUG] [MAG       ] NLOP: Last date is validated at 2025-12-22
[2025-12-22T20:36:00.085716] [INFO ] [LOCAL     ] NABL: Saved forecast.
[2025-12-22T20:36:00.085789] [INFO ] [main      ] NABL: Signal=1 (Conf=90.0%), Magnitude=-2.44% (Conf=50.1663%)
[2025-12-22T20:36:00.086227] [INFO ] [main      ] Fetching symbol history for TM...
[2025-12-22T20:36:00.086278] [DEBUG] [REMOTE    ] TM: Fetching historical data.
[2025-12-22T20:36:00.086664] [INFO ] [main      ] Progress: 256/426 forecasts completed (60.1%). NABL finished in 0.6s. ETA: 28.8s. Rate: 353.71 forecasts/min
[2025-12-22T20:36:00.097693] [DEBUG] [REMOTE    ] TM: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:00.098536] [DEBUG] [LOCAL     ] Loaded configuration for TM: 3 features, N/A% accuracy
[2025-12-22T20:36:00.098609] [INFO ] [LOCAL     ] TM: Loaded 3 optimal features with 57.20% confidence from JSON config
[2025-12-22T20:36:00.098643] [DEBUG] [MAG       ] Building data for symbol: TM with lookback: 0
[2025-12-22T20:36:00.099421] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:36:00.099481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:00.104312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:36:00.105718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:36:00.132823] [DEBUG] [MAG       ] KMX: Last date is validated at 2025-12-22
[2025-12-22T20:36:00.154536] [DEBUG] [MAG       ] SHY: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:00.213449] [DEBUG] [MAG       ] NLOP: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:00.215169] [INFO ] [LOCAL     ] SHY: Saved forecast.
[2025-12-22T20:36:00.215234] [INFO ] [main      ] SHY: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=44.8688%)
[2025-12-22T20:36:00.215620] [INFO ] [main      ] Progress: 257/426 forecasts completed (60.3%). SHY finished in 0.6s. ETA: 28.6s. Rate: 354.04 forecasts/min
[2025-12-22T20:36:00.215802] [INFO ] [main      ] Fetching symbol history for SIEB...
[2025-12-22T20:36:00.215848] [DEBUG] [REMOTE    ] SIEB: Fetching historical data.
[2025-12-22T20:36:00.215847] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:00.226866] [DEBUG] [REMOTE    ] SIEB: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:00.228262] [DEBUG] [LOCAL     ] Loaded configuration for SIEB: 6 features, N/A% accuracy
[2025-12-22T20:36:00.228313] [INFO ] [LOCAL     ] SIEB: Loaded 6 optimal features with 56.53% confidence from JSON config
[2025-12-22T20:36:00.228345] [DEBUG] [MAG       ] Building data for symbol: SIEB with lookback: 0
[2025-12-22T20:36:00.229158] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:36:00.229231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:00.234004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:00.235813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:00.236285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:00.236700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:36:00.239121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-22T20:36:00.241916] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:00.297186] [INFO ] [LOCAL     ] NLOP: Saved forecast.
[2025-12-22T20:36:00.297251] [INFO ] [main      ] NLOP: Signal=1 (Conf=90.0%), Magnitude=1.02% (Conf=51.7626%)
[2025-12-22T20:36:00.297629] [INFO ] [main      ] Fetching symbol history for ESTC...
[2025-12-22T20:36:00.297680] [DEBUG] [REMOTE    ] ESTC: Fetching historical data.
[2025-12-22T20:36:00.298076] [DEBUG] [MAG       ] KMX: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:00.298637] [INFO ] [main      ] Progress: 258/426 forecasts completed (60.6%). NLOP finished in 0.7s. ETA: 28.4s. Rate: 354.74 forecasts/min
[2025-12-22T20:36:00.309072] [DEBUG] [REMOTE    ] ESTC: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:00.309801] [DEBUG] [LOCAL     ] Loaded configuration for ESTC: 10 features, N/A% accuracy
[2025-12-22T20:36:00.309853] [INFO ] [LOCAL     ] ESTC: Loaded 10 optimal features with 50.43% confidence from JSON config
[2025-12-22T20:36:00.309884] [DEBUG] [MAG       ] Building data for symbol: ESTC with lookback: 0
[2025-12-22T20:36:00.310680] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-22T20:36:00.310744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:00.315435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:00.317192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:00.317693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:00.318079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:36:00.425370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:36:00.426824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-22T20:36:00.429076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:00.429564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-22T20:36:00.430718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-22T20:36:00.432716] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:00.559984] [DEBUG] [MAG       ] TM: Last date is validated at 2025-12-22
[2025-12-22T20:36:00.596277] [INFO ] [LOCAL     ] KMX: Saved forecast.
[2025-12-22T20:36:00.596349] [INFO ] [main      ] KMX: Signal=1 (Conf=90.0%), Magnitude=6.05% (Conf=43.5309%)
[2025-12-22T20:36:00.596753] [INFO ] [main      ] Progress: 259/426 forecasts completed (60.8%). KMX finished in 0.9s. ETA: 28.3s. Rate: 353.70 forecasts/min
[2025-12-22T20:36:00.599652] [INFO ] [main      ] Fetching symbol history for NVS...
[2025-12-22T20:36:00.599714] [DEBUG] [REMOTE    ] NVS: Fetching historical data.
[2025-12-22T20:36:00.623563] [DEBUG] [REMOTE    ] NVS: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:00.626817] [DEBUG] [LOCAL     ] Loaded configuration for NVS: 6 features, N/A% accuracy
[2025-12-22T20:36:00.626875] [INFO ] [LOCAL     ] NVS: Loaded 6 optimal features with 47.22% confidence from JSON config
[2025-12-22T20:36:00.626911] [DEBUG] [MAG       ] Building data for symbol: NVS with lookback: 0
[2025-12-22T20:36:00.627836] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:36:00.627907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:00.639842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:36:00.640861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:36:00.644859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-22T20:36:00.646456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-22T20:36:00.652964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-22T20:36:00.657250] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:00.774308] [DEBUG] [MAG       ] TM: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:00.812547] [DEBUG] [MAG       ] ESTC: Last date is validated at 2025-12-22
[2025-12-22T20:36:00.843429] [DEBUG] [MAG       ] SIEB: Last date is validated at 2025-12-22
[2025-12-22T20:36:00.887994] [INFO ] [LOCAL     ] TM: Saved forecast.
[2025-12-22T20:36:00.888063] [INFO ] [main      ] TM: Signal=1 (Conf=90.0%), Magnitude=-1.02% (Conf=57.2026%)
[2025-12-22T20:36:00.888228] [INFO ] [main      ] Fetching symbol history for VEEE...
[2025-12-22T20:36:00.888273] [DEBUG] [REMOTE    ] VEEE: Fetching historical data.
[2025-12-22T20:36:00.888860] [INFO ] [main      ] Progress: 260/426 forecasts completed (61.0%). TM finished in 0.8s. ETA: 28.2s. Rate: 352.72 forecasts/min
[2025-12-22T20:36:00.898840] [DEBUG] [REMOTE    ] VEEE: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:00.902631] [DEBUG] [LOCAL     ] Loaded configuration for VEEE: 5 features, N/A% accuracy
[2025-12-22T20:36:00.902702] [INFO ] [LOCAL     ] VEEE: Loaded 5 optimal features with 59.60% confidence from JSON config
[2025-12-22T20:36:00.902734] [DEBUG] [MAG       ] Building data for symbol: VEEE with lookback: 0
[2025-12-22T20:36:00.903601] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:36:00.903664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:36:00.909258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-22T20:36:01.015724] [DEBUG] [MAG       ] NVS: Last date is validated at 2025-12-22
[2025-12-22T20:36:01.032970] [DEBUG] [MAG       ] ESTC: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:01.061793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-22T20:36:01.063376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-22T20:36:01.064097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-22T20:36:01.074563] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:01.134889] [DEBUG] [MAG       ] SIEB: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:01.159448] [INFO ] [LOCAL     ] ESTC: Saved forecast.
[2025-12-22T20:36:01.159514] [INFO ] [main      ] ESTC: Signal=1 (Conf=90.0%), Magnitude=3.14% (Conf=50.4264%)
[2025-12-22T20:36:01.159698] [INFO ] [main      ] Fetching symbol history for STK...
[2025-12-22T20:36:01.159746] [DEBUG] [REMOTE    ] STK: Fetching historical data.
[2025-12-22T20:36:01.160862] [INFO ] [main      ] Progress: 261/426 forecasts completed (61.3%). ESTC finished in 0.9s. ETA: 28.1s. Rate: 351.91 forecasts/min
[2025-12-22T20:36:01.171384] [DEBUG] [REMOTE    ] STK: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:01.172490] [DEBUG] [LOCAL     ] Loaded configuration for STK: 5 features, N/A% accuracy
[2025-12-22T20:36:01.172542] [INFO ] [LOCAL     ] STK: Loaded 5 optimal features with 54.49% confidence from JSON config
[2025-12-22T20:36:01.172590] [DEBUG] [MAG       ] Building data for symbol: STK with lookback: 0
[2025-12-22T20:36:01.173359] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:36:01.173420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:01.178156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:01.179960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:01.180501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:36:01.180748] [DEBUG] [MAG       ] NVS: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:01.197718] [INFO ] [LOCAL     ] SIEB: Saved forecast.
[2025-12-22T20:36:01.197784] [INFO ] [main      ] SIEB: Signal=1 (Conf=90.0%), Magnitude=1.59% (Conf=56.5313%)
[2025-12-22T20:36:01.198147] [INFO ] [main      ] Fetching symbol history for INTC...
[2025-12-22T20:36:01.198197] [DEBUG] [REMOTE    ] INTC: Fetching historical data.
[2025-12-22T20:36:01.198669] [INFO ] [main      ] Progress: 262/426 forecasts completed (61.5%). SIEB finished in 1.0s. ETA: 27.9s. Rate: 352.96 forecasts/min
[2025-12-22T20:36:01.209943] [DEBUG] [REMOTE    ] INTC: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:01.211143] [DEBUG] [LOCAL     ] Loaded configuration for INTC: 7 features, N/A% accuracy
[2025-12-22T20:36:01.211204] [INFO ] [LOCAL     ] INTC: Loaded 7 optimal features with 55.10% confidence from JSON config
[2025-12-22T20:36:01.211236] [DEBUG] [MAG       ] Building data for symbol: INTC with lookback: 0
[2025-12-22T20:36:01.212058] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-22T20:36:01.212123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:01.217091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:36:01.221148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-22T20:36:01.222604] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:01.258006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:36:01.259499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-22T20:36:01.260177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-22T20:36:01.262052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-22T20:36:01.262824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-22T20:36:01.264622] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:01.282321] [INFO ] [LOCAL     ] NVS: Saved forecast.
[2025-12-22T20:36:01.282404] [INFO ] [main      ] NVS: Signal=1 (Conf=90.0%), Magnitude=-0.58% (Conf=47.2228%)
[2025-12-22T20:36:01.282593] [INFO ] [main      ] Fetching symbol history for OCGN...
[2025-12-22T20:36:01.282639] [DEBUG] [REMOTE    ] OCGN: Fetching historical data.
[2025-12-22T20:36:01.282935] [INFO ] [main      ] Progress: 263/426 forecasts completed (61.7%). NVS finished in 0.7s. ETA: 27.7s. Rate: 353.64 forecasts/min
[2025-12-22T20:36:01.298498] [DEBUG] [REMOTE    ] OCGN: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:01.299879] [DEBUG] [LOCAL     ] Loaded configuration for OCGN: 4 features, N/A% accuracy
[2025-12-22T20:36:01.299931] [INFO ] [LOCAL     ] OCGN: Loaded 4 optimal features with 42.01% confidence from JSON config
[2025-12-22T20:36:01.299962] [DEBUG] [MAG       ] Building data for symbol: OCGN with lookback: 0
[2025-12-22T20:36:01.300777] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:36:01.300839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-22T20:36:01.315502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-22T20:36:01.317156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-22T20:36:01.318691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-22T20:36:01.319924] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:01.539153] [DEBUG] [MAG       ] VEEE: Last date is validated at 2025-12-22
[2025-12-22T20:36:01.626020] [DEBUG] [MAG       ] STK: Last date is validated at 2025-12-22
[2025-12-22T20:36:01.668484] [DEBUG] [MAG       ] OCGN: Last date is validated at 2025-12-22
[2025-12-22T20:36:01.669735] [DEBUG] [MAG       ] INTC: Last date is validated at 2025-12-22
[2025-12-22T20:36:01.714669] [DEBUG] [MAG       ] VEEE: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:01.788244] [INFO ] [LOCAL     ] VEEE: Saved forecast.
[2025-12-22T20:36:01.788313] [INFO ] [main      ] VEEE: Signal=1 (Conf=90.0%), Magnitude=-11.22% (Conf=59.5977%)
[2025-12-22T20:36:01.788697] [INFO ] [main      ] Fetching symbol history for HOLO...
[2025-12-22T20:36:01.788751] [DEBUG] [REMOTE    ] HOLO: Fetching historical data.
[2025-12-22T20:36:01.789675] [INFO ] [main      ] Progress: 264/426 forecasts completed (62.0%). VEEE finished in 0.9s. ETA: 27.7s. Rate: 351.00 forecasts/min
[2025-12-22T20:36:01.799700] [DEBUG] [REMOTE    ] HOLO: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:01.800516] [DEBUG] [LOCAL     ] Loaded configuration for HOLO: 5 features, N/A% accuracy
[2025-12-22T20:36:01.800567] [INFO ] [LOCAL     ] HOLO: Loaded 5 optimal features with 37.88% confidence from JSON config
[2025-12-22T20:36:01.800625] [DEBUG] [MAG       ] Building data for symbol: HOLO with lookback: 0
[2025-12-22T20:36:01.801386] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:36:01.801448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:01.803170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:01.803703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:01.804109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:36:01.805111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-22T20:36:01.806776] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:01.811687] [DEBUG] [MAG       ] STK: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:01.836446] [DEBUG] [MAG       ] OCGN: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:01.851467] [DEBUG] [MAG       ] INTC: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:01.891184] [INFO ] [LOCAL     ] STK: Saved forecast.
[2025-12-22T20:36:01.891263] [INFO ] [main      ] STK: Signal=1 (Conf=90.0%), Magnitude=2.38% (Conf=54.489%)
[2025-12-22T20:36:01.891489] [INFO ] [main      ] Fetching symbol history for TXRH...
[2025-12-22T20:36:01.891542] [DEBUG] [REMOTE    ] TXRH: Fetching historical data.
[2025-12-22T20:36:01.891942] [INFO ] [main      ] Progress: 265/426 forecasts completed (62.2%). STK finished in 0.7s. ETA: 27.5s. Rate: 351.53 forecasts/min
[2025-12-22T20:36:01.904609] [DEBUG] [REMOTE    ] TXRH: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:01.905555] [DEBUG] [LOCAL     ] Loaded configuration for TXRH: 5 features, N/A% accuracy
[2025-12-22T20:36:01.905636] [INFO ] [LOCAL     ] TXRH: Loaded 5 optimal features with 60.23% confidence from JSON config
[2025-12-22T20:36:01.905678] [DEBUG] [MAG       ] Building data for symbol: TXRH with lookback: 0
[2025-12-22T20:36:01.906536] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:36:01.906621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:01.912161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:36:01.914804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:36:01.949640] [INFO ] [LOCAL     ] INTC: Saved forecast.
[2025-12-22T20:36:01.949712] [INFO ] [main      ] INTC: Signal=1 (Conf=90.0%), Magnitude=-2.74% (Conf=55.1025%)
[2025-12-22T20:36:01.950113] [INFO ] [main      ] Fetching symbol history for BGLC...
[2025-12-22T20:36:01.950168] [DEBUG] [REMOTE    ] BGLC: Fetching historical data.
[2025-12-22T20:36:01.950665] [INFO ] [main      ] Progress: 266/426 forecasts completed (62.4%). INTC finished in 0.8s. ETA: 27.2s. Rate: 352.40 forecasts/min
[2025-12-22T20:36:01.962260] [INFO ] [LOCAL     ] OCGN: Saved forecast.
[2025-12-22T20:36:01.962325] [INFO ] [main      ] OCGN: Signal=1 (Conf=90.0%), Magnitude=0.18% (Conf=42.0134%)
[2025-12-22T20:36:01.962394] [DEBUG] [REMOTE    ] BGLC: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:01.962713] [INFO ] [main      ] Fetching symbol history for MUC...
[2025-12-22T20:36:01.962765] [DEBUG] [REMOTE    ] MUC: Fetching historical data.
[2025-12-22T20:36:01.963936] [DEBUG] [LOCAL     ] Loaded configuration for BGLC: 11 features, N/A% accuracy
[2025-12-22T20:36:01.964007] [INFO ] [LOCAL     ] BGLC: Loaded 11 optimal features with 56.40% confidence from JSON config
[2025-12-22T20:36:01.964042] [DEBUG] [MAG       ] Building data for symbol: BGLC with lookback: 0
[2025-12-22T20:36:01.964647] [INFO ] [main      ] Progress: 267/426 forecasts completed (62.7%). OCGN finished in 0.7s. ETA: 27.0s. Rate: 353.62 forecasts/min
[2025-12-22T20:36:01.965111] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-22T20:36:01.965184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:01.970497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:01.972656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:01.973239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:01.973774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:01.974195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:36:01.975059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:36:01.975053] [DEBUG] [REMOTE    ] MUC: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:01.976102] [DEBUG] [LOCAL     ] Loaded configuration for MUC: 10 features, N/A% accuracy
[2025-12-22T20:36:01.976154] [INFO ] [LOCAL     ] MUC: Loaded 10 optimal features with 58.51% confidence from JSON config
[2025-12-22T20:36:01.976185] [DEBUG] [MAG       ] Building data for symbol: MUC with lookback: 0
[2025-12-22T20:36:01.977529] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-22T20:36:01.977613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:01.977823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:36:01.978714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:36:01.980217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-22T20:36:01.980896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-22T20:36:01.982508] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:01.982650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:36:01.983613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-22T20:36:01.985737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-22T20:36:01.988071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:01.989820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:01.990480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-22T20:36:01.991693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-22T20:36:01.993283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-22T20:36:01.994519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-22T20:36:01.995201] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:02.040011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-22T20:36:02.055931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-22T20:36:02.057660] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:02.144875] [DEBUG] [MAG       ] HOLO: Last date is validated at 2025-12-22
[2025-12-22T20:36:02.312168] [DEBUG] [MAG       ] HOLO: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:02.331268] [DEBUG] [MAG       ] MUC: Last date is validated at 2025-12-22
[2025-12-22T20:36:02.348751] [DEBUG] [MAG       ] BGLC: Last date is validated at 2025-12-22
[2025-12-22T20:36:02.413293] [DEBUG] [MAG       ] TXRH: Last date is validated at 2025-12-22
[2025-12-22T20:36:02.501280] [DEBUG] [MAG       ] MUC: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:02.504888] [INFO ] [LOCAL     ] HOLO: Saved forecast.
[2025-12-22T20:36:02.504956] [INFO ] [main      ] HOLO: Signal=1 (Conf=90.0%), Magnitude=-136.05% (Conf=37.878%)
[2025-12-22T20:36:02.505333] [INFO ] [main      ] Progress: 268/426 forecasts completed (62.9%). HOLO finished in 0.7s. ETA: 27.0s. Rate: 350.76 forecasts/min
[2025-12-22T20:36:02.505456] [INFO ] [main      ] Fetching symbol history for REFI...
[2025-12-22T20:36:02.505499] [DEBUG] [REMOTE    ] REFI: Fetching historical data.
[2025-12-22T20:36:02.517227] [DEBUG] [REMOTE    ] REFI: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:02.518110] [DEBUG] [LOCAL     ] Loaded configuration for REFI: 10 features, N/A% accuracy
[2025-12-22T20:36:02.518168] [INFO ] [LOCAL     ] REFI: Loaded 10 optimal features with 49.37% confidence from JSON config
[2025-12-22T20:36:02.518202] [DEBUG] [MAG       ] Building data for symbol: REFI with lookback: 0
[2025-12-22T20:36:02.519035] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-22T20:36:02.519104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:02.519704] [DEBUG] [MAG       ] BGLC: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:02.524205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:02.526014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:02.526502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:02.526923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:36:02.528701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:36:02.569569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:36:02.569637] [INFO ] [LOCAL     ] MUC: Saved forecast.
[2025-12-22T20:36:02.569707] [INFO ] [main      ] MUC: Signal=1 (Conf=90.0%), Magnitude=-0.82% (Conf=58.5059%)
[2025-12-22T20:36:02.570178] [INFO ] [main      ] Fetching symbol history for LCFY...
[2025-12-22T20:36:02.570230] [DEBUG] [REMOTE    ] LCFY: Fetching historical data.
[2025-12-22T20:36:02.570664] [INFO ] [main      ] Progress: 269/426 forecasts completed (63.1%). MUC finished in 0.6s. ETA: 26.8s. Rate: 351.56 forecasts/min
[2025-12-22T20:36:02.571159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-22T20:36:02.572295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-22T20:36:02.575203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-22T20:36:02.576830] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:02.581936] [DEBUG] [REMOTE    ] LCFY: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:02.582872] [DEBUG] [LOCAL     ] Loaded configuration for LCFY: 3 features, N/A% accuracy
[2025-12-22T20:36:02.582930] [INFO ] [LOCAL     ] LCFY: Loaded 3 optimal features with 56.52% confidence from JSON config
[2025-12-22T20:36:02.582962] [DEBUG] [MAG       ] Building data for symbol: LCFY with lookback: 0
[2025-12-22T20:36:02.583759] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:36:02.583819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:36:02.585385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-22T20:36:02.588463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-22T20:36:02.598149] [DEBUG] [MAG       ] TXRH: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:02.602881] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:02.725429] [INFO ] [LOCAL     ] BGLC: Saved forecast.
[2025-12-22T20:36:02.725510] [INFO ] [main      ] BGLC: Signal=1 (Conf=90.0%), Magnitude=-0.31% (Conf=56.3977%)
[2025-12-22T20:36:02.725915] [INFO ] [main      ] Fetching symbol history for VAC...
[2025-12-22T20:36:02.725967] [DEBUG] [REMOTE    ] VAC: Fetching historical data.
[2025-12-22T20:36:02.727680] [INFO ] [main      ] Progress: 270/426 forecasts completed (63.4%). BGLC finished in 0.8s. ETA: 26.6s. Rate: 351.67 forecasts/min
[2025-12-22T20:36:02.739751] [DEBUG] [REMOTE    ] VAC: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:02.740758] [DEBUG] [LOCAL     ] Loaded configuration for VAC: 4 features, N/A% accuracy
[2025-12-22T20:36:02.740813] [INFO ] [LOCAL     ] VAC: Loaded 4 optimal features with 49.65% confidence from JSON config
[2025-12-22T20:36:02.740844] [DEBUG] [MAG       ] Building data for symbol: VAC with lookback: 0
[2025-12-22T20:36:02.741750] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:36:02.741813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:36:02.742746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-22T20:36:02.743485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-22T20:36:02.744178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-22T20:36:02.745962] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:02.838171] [INFO ] [LOCAL     ] TXRH: Saved forecast.
[2025-12-22T20:36:02.838250] [INFO ] [main      ] TXRH: Signal=1 (Conf=90.0%), Magnitude=0.13% (Conf=60.2298%)
[2025-12-22T20:36:02.838425] [INFO ] [main      ] Fetching symbol history for GD...
[2025-12-22T20:36:02.838471] [DEBUG] [REMOTE    ] GD: Fetching historical data.
[2025-12-22T20:36:02.839888] [INFO ] [main      ] Progress: 271/426 forecasts completed (63.6%). TXRH finished in 0.9s. ETA: 26.4s. Rate: 352.11 forecasts/min
[2025-12-22T20:36:02.852203] [DEBUG] [REMOTE    ] GD: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:02.853211] [DEBUG] [LOCAL     ] Loaded configuration for GD: 1 features, N/A% accuracy
[2025-12-22T20:36:02.853268] [INFO ] [LOCAL     ] GD: Loaded 1 optimal features with 61.78% confidence from JSON config
[2025-12-22T20:36:02.853313] [DEBUG] [MAG       ] Building data for symbol: GD with lookback: 0
[2025-12-22T20:36:02.854247] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-22T20:36:02.854308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:36:02.855455] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:02.919829] [DEBUG] [MAG       ] REFI: Last date is validated at 2025-12-22
[2025-12-22T20:36:02.947795] [DEBUG] [MAG       ] LCFY: Last date is validated at 2025-12-22
[2025-12-22T20:36:03.087152] [DEBUG] [MAG       ] VAC: Last date is validated at 2025-12-22
[2025-12-22T20:36:03.092350] [DEBUG] [MAG       ] REFI: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:03.115351] [DEBUG] [MAG       ] LCFY: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:03.166347] [INFO ] [LOCAL     ] REFI: Saved forecast.
[2025-12-22T20:36:03.166431] [INFO ] [main      ] REFI: Signal=1 (Conf=90.0%), Magnitude=0.96% (Conf=49.3732%)
[2025-12-22T20:36:03.166677] [INFO ] [main      ] Fetching symbol history for BANX...
[2025-12-22T20:36:03.166729] [DEBUG] [REMOTE    ] BANX: Fetching historical data.
[2025-12-22T20:36:03.168032] [INFO ] [main      ] Progress: 272/426 forecasts completed (63.8%). REFI finished in 0.7s. ETA: 26.3s. Rate: 350.92 forecasts/min
[2025-12-22T20:36:03.179232] [DEBUG] [REMOTE    ] BANX: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:03.180169] [DEBUG] [LOCAL     ] Loaded configuration for BANX: 8 features, N/A% accuracy
[2025-12-22T20:36:03.180225] [INFO ] [LOCAL     ] BANX: Loaded 8 optimal features with 56.89% confidence from JSON config
[2025-12-22T20:36:03.180258] [DEBUG] [MAG       ] Building data for symbol: BANX with lookback: 0
[2025-12-22T20:36:03.181236] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-22T20:36:03.181304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:03.183519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:03.184364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:03.184840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:36:03.185617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:36:03.186531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-22T20:36:03.189905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-22T20:36:03.195140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-22T20:36:03.196615] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:03.200472] [INFO ] [LOCAL     ] LCFY: Saved forecast.
[2025-12-22T20:36:03.200549] [INFO ] [main      ] LCFY: Signal=1 (Conf=90.0%), Magnitude=-12.02% (Conf=56.5187%)
[2025-12-22T20:36:03.200731] [INFO ] [main      ] Fetching symbol history for THQ...
[2025-12-22T20:36:03.200776] [DEBUG] [REMOTE    ] THQ: Fetching historical data.
[2025-12-22T20:36:03.204646] [INFO ] [main      ] Progress: 273/426 forecasts completed (64.1%). LCFY finished in 0.6s. ETA: 26.1s. Rate: 351.93 forecasts/min
[2025-12-22T20:36:03.212475] [DEBUG] [REMOTE    ] THQ: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:03.213662] [DEBUG] [LOCAL     ] Loaded configuration for THQ: 4 features, N/A% accuracy
[2025-12-22T20:36:03.213718] [INFO ] [LOCAL     ] THQ: Loaded 4 optimal features with 55.02% confidence from JSON config
[2025-12-22T20:36:03.213748] [DEBUG] [MAG       ] Building data for symbol: THQ with lookback: 0
[2025-12-22T20:36:03.214522] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:36:03.214606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:03.219885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:36:03.259773] [DEBUG] [MAG       ] VAC: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:03.285865] [DEBUG] [MAG       ] GD: Last date is validated at 2025-12-22
[2025-12-22T20:36:03.328599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:36:03.330602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:36:03.331395] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:03.383590] [INFO ] [LOCAL     ] VAC: Saved forecast.
[2025-12-22T20:36:03.383659] [INFO ] [main      ] VAC: Signal=1 (Conf=90.0%), Magnitude=2.79% (Conf=49.6509%)
[2025-12-22T20:36:03.383819] [INFO ] [main      ] Fetching symbol history for TRMD...
[2025-12-22T20:36:03.383863] [DEBUG] [REMOTE    ] TRMD: Fetching historical data.
[2025-12-22T20:36:03.384905] [INFO ] [main      ] Progress: 274/426 forecasts completed (64.3%). VAC finished in 0.7s. ETA: 25.9s. Rate: 351.86 forecasts/min
[2025-12-22T20:36:03.395332] [DEBUG] [REMOTE    ] TRMD: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:03.396289] [DEBUG] [LOCAL     ] Loaded configuration for TRMD: 1 features, N/A% accuracy
[2025-12-22T20:36:03.396341] [INFO ] [LOCAL     ] TRMD: Loaded 1 optimal features with 52.32% confidence from JSON config
[2025-12-22T20:36:03.396372] [DEBUG] [MAG       ] Building data for symbol: TRMD with lookback: 0
[2025-12-22T20:36:03.397154] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-22T20:36:03.397212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-22T20:36:03.397883] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:03.458126] [DEBUG] [MAG       ] GD: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:03.564672] [DEBUG] [MAG       ] BANX: Last date is validated at 2025-12-22
[2025-12-22T20:36:03.578224] [INFO ] [LOCAL     ] GD: Saved forecast.
[2025-12-22T20:36:03.578297] [INFO ] [main      ] GD: Signal=1 (Conf=90.0%), Magnitude=1.05% (Conf=61.7785%)
[2025-12-22T20:36:03.578898] [INFO ] [main      ] Fetching symbol history for PFGC...
[2025-12-22T20:36:03.578954] [DEBUG] [REMOTE    ] PFGC: Fetching historical data.
[2025-12-22T20:36:03.579688] [INFO ] [main      ] Progress: 275/426 forecasts completed (64.6%). GD finished in 0.7s. ETA: 25.8s. Rate: 351.68 forecasts/min
[2025-12-22T20:36:03.592388] [DEBUG] [REMOTE    ] PFGC: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:03.593303] [DEBUG] [LOCAL     ] Loaded configuration for PFGC: 2 features, N/A% accuracy
[2025-12-22T20:36:03.593362] [INFO ] [LOCAL     ] PFGC: Loaded 2 optimal features with 55.11% confidence from JSON config
[2025-12-22T20:36:03.593394] [DEBUG] [MAG       ] Building data for symbol: PFGC with lookback: 0
[2025-12-22T20:36:03.594181] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:36:03.594250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:36:03.595459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-22T20:36:03.596141] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:03.673910] [DEBUG] [MAG       ] THQ: Last date is validated at 2025-12-22
[2025-12-22T20:36:03.739904] [DEBUG] [MAG       ] TRMD: Last date is validated at 2025-12-22
[2025-12-22T20:36:03.744810] [DEBUG] [MAG       ] BANX: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:03.815007] [INFO ] [LOCAL     ] BANX: Saved forecast.
[2025-12-22T20:36:03.815084] [INFO ] [main      ] BANX: Signal=1 (Conf=90.0%), Magnitude=0.04% (Conf=56.8894%)
[2025-12-22T20:36:03.815620] [INFO ] [main      ] Fetching symbol history for ALHC...
[2025-12-22T20:36:03.815686] [DEBUG] [REMOTE    ] ALHC: Fetching historical data.
[2025-12-22T20:36:03.816630] [INFO ] [main      ] Progress: 276/426 forecasts completed (64.8%). BANX finished in 0.6s. ETA: 25.6s. Rate: 351.18 forecasts/min
[2025-12-22T20:36:03.828319] [DEBUG] [REMOTE    ] ALHC: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:03.829312] [DEBUG] [LOCAL     ] Loaded configuration for ALHC: 4 features, N/A% accuracy
[2025-12-22T20:36:03.829380] [INFO ] [LOCAL     ] ALHC: Loaded 4 optimal features with 45.37% confidence from JSON config
[2025-12-22T20:36:03.829427] [DEBUG] [MAG       ] Building data for symbol: ALHC with lookback: 0
[2025-12-22T20:36:03.830330] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:36:03.830426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:03.835924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:36:03.842062] [DEBUG] [MAG       ] THQ: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:03.877074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:36:03.878107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:36:03.879556] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:03.908372] [INFO ] [LOCAL     ] THQ: Saved forecast.
[2025-12-22T20:36:03.908439] [INFO ] [main      ] THQ: Signal=1 (Conf=90.0%), Magnitude=1.40% (Conf=55.025%)
[2025-12-22T20:36:03.908937] [INFO ] [main      ] Fetching symbol history for TRMK...
[2025-12-22T20:36:03.908990] [DEBUG] [REMOTE    ] TRMK: Fetching historical data.
[2025-12-22T20:36:03.908943] [INFO ] [main      ] Progress: 277/426 forecasts completed (65.0%). THQ finished in 0.7s. ETA: 25.4s. Rate: 351.76 forecasts/min
[2025-12-22T20:36:03.916173] [DEBUG] [MAG       ] TRMD: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:03.921610] [DEBUG] [REMOTE    ] TRMK: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:03.922865] [DEBUG] [LOCAL     ] Loaded configuration for TRMK: 3 features, N/A% accuracy
[2025-12-22T20:36:03.922929] [INFO ] [LOCAL     ] TRMK: Loaded 3 optimal features with 59.94% confidence from JSON config
[2025-12-22T20:36:03.922962] [DEBUG] [MAG       ] Building data for symbol: TRMK with lookback: 0
[2025-12-22T20:36:03.923782] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:36:03.923847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:36:03.924554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-22T20:36:03.928743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-22T20:36:03.930861] [DEBUG] [MAG       ] PFGC: Last date is validated at 2025-12-22
[2025-12-22T20:36:03.931172] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:03.988657] [INFO ] [LOCAL     ] TRMD: Saved forecast.
[2025-12-22T20:36:03.988730] [INFO ] [main      ] TRMD: Signal=1 (Conf=90.0%), Magnitude=-1.54% (Conf=52.3226%)
[2025-12-22T20:36:03.988941] [INFO ] [main      ] Fetching symbol history for SQQQ...
[2025-12-22T20:36:03.988988] [DEBUG] [REMOTE    ] SQQQ: Fetching historical data.
[2025-12-22T20:36:03.990672] [INFO ] [main      ] Progress: 278/426 forecasts completed (65.3%). TRMD finished in 0.6s. ETA: 25.2s. Rate: 352.42 forecasts/min
[2025-12-22T20:36:04.001559] [DEBUG] [REMOTE    ] SQQQ: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:04.002440] [DEBUG] [LOCAL     ] Loaded configuration for SQQQ: 4 features, N/A% accuracy
[2025-12-22T20:36:04.002492] [INFO ] [LOCAL     ] SQQQ: Loaded 4 optimal features with 51.41% confidence from JSON config
[2025-12-22T20:36:04.002524] [DEBUG] [MAG       ] Building data for symbol: SQQQ with lookback: 0
[2025-12-22T20:36:04.003372] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:36:04.003436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:04.008697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:04.010650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:04.011167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:36:04.012815] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:04.102393] [DEBUG] [MAG       ] PFGC: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:04.194422] [INFO ] [LOCAL     ] PFGC: Saved forecast.
[2025-12-22T20:36:04.194489] [INFO ] [main      ] PFGC: Signal=1 (Conf=90.0%), Magnitude=2.39% (Conf=55.1071%)
[2025-12-22T20:36:04.194667] [INFO ] [main      ] Fetching symbol history for VCRB...
[2025-12-22T20:36:04.194712] [DEBUG] [REMOTE    ] VCRB: Fetching historical data.
[2025-12-22T20:36:04.196695] [INFO ] [main      ] Progress: 279/426 forecasts completed (65.5%). PFGC finished in 0.6s. ETA: 25.0s. Rate: 352.16 forecasts/min
[2025-12-22T20:36:04.206840] [DEBUG] [REMOTE    ] VCRB: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:04.207976] [DEBUG] [LOCAL     ] Loaded configuration for VCRB: 4 features, N/A% accuracy
[2025-12-22T20:36:04.208030] [INFO ] [LOCAL     ] VCRB: Loaded 4 optimal features with 61.50% confidence from JSON config
[2025-12-22T20:36:04.208062] [DEBUG] [MAG       ] Building data for symbol: VCRB with lookback: 0
[2025-12-22T20:36:04.208885] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:36:04.208947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:04.213975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:36:04.214836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-22T20:36:04.215451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-22T20:36:04.217038] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:04.243464] [DEBUG] [MAG       ] ALHC: Last date is validated at 2025-12-22
[2025-12-22T20:36:04.269344] [DEBUG] [MAG       ] TRMK: Last date is validated at 2025-12-22
[2025-12-22T20:36:04.354517] [DEBUG] [MAG       ] SQQQ: Last date is validated at 2025-12-22
[2025-12-22T20:36:04.422502] [DEBUG] [MAG       ] ALHC: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:04.436328] [DEBUG] [MAG       ] TRMK: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:04.507223] [INFO ] [LOCAL     ] ALHC: Saved forecast.
[2025-12-22T20:36:04.507303] [INFO ] [main      ] ALHC: Signal=1 (Conf=90.0%), Magnitude=-1.09% (Conf=45.3705%)
[2025-12-22T20:36:04.507740] [INFO ] [main      ] Progress: 280/426 forecasts completed (65.7%). ALHC finished in 0.7s. ETA: 24.9s. Rate: 351.12 forecasts/min
[2025-12-22T20:36:04.507898] [INFO ] [main      ] Fetching symbol history for METCB...
[2025-12-22T20:36:04.507948] [DEBUG] [REMOTE    ] METCB: Fetching historical data.
[2025-12-22T20:36:04.512509] [INFO ] [LOCAL     ] TRMK: Saved forecast.
[2025-12-22T20:36:04.512604] [INFO ] [main      ] TRMK: Signal=1 (Conf=90.0%), Magnitude=-0.65% (Conf=59.9373%)
[2025-12-22T20:36:04.513103] [INFO ] [main      ] Fetching symbol history for WOOD...
[2025-12-22T20:36:04.513161] [DEBUG] [REMOTE    ] WOOD: Fetching historical data.
[2025-12-22T20:36:04.513202] [INFO ] [main      ] Progress: 281/426 forecasts completed (66.0%). TRMK finished in 0.6s. ETA: 24.7s. Rate: 352.34 forecasts/min
[2025-12-22T20:36:04.521044] [DEBUG] [REMOTE    ] METCB: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:04.522392] [DEBUG] [LOCAL     ] Loaded configuration for METCB: 2 features, N/A% accuracy
[2025-12-22T20:36:04.522450] [INFO ] [LOCAL     ] METCB: Loaded 2 optimal features with 57.41% confidence from JSON config
[2025-12-22T20:36:04.522483] [DEBUG] [MAG       ] Building data for symbol: METCB with lookback: 0
[2025-12-22T20:36:04.523502] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:36:04.523567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:36:04.524188] [DEBUG] [REMOTE    ] WOOD: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:04.524377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:36:04.525025] [DEBUG] [LOCAL     ] Loaded configuration for WOOD: 10 features, N/A% accuracy
[2025-12-22T20:36:04.525077] [INFO ] [LOCAL     ] WOOD: Loaded 10 optimal features with 55.00% confidence from JSON config
[2025-12-22T20:36:04.525108] [DEBUG] [MAG       ] Building data for symbol: WOOD with lookback: 0
[2025-12-22T20:36:04.525336] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:04.525899] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-22T20:36:04.525963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:36:04.526904] [DEBUG] [MAG       ] SQQQ: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:04.527618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-22T20:36:04.529743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-22T20:36:04.544371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:04.546438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:04.547000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-22T20:36:04.548081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-22T20:36:04.549787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-22T20:36:04.551271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-22T20:36:04.551989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-22T20:36:04.553495] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:04.567915] [DEBUG] [MAG       ] VCRB: Last date is validated at 2025-12-22
[2025-12-22T20:36:04.676172] [INFO ] [LOCAL     ] SQQQ: Saved forecast.
[2025-12-22T20:36:04.676244] [INFO ] [main      ] SQQQ: Signal=1 (Conf=90.0%), Magnitude=-11.23% (Conf=51.4083%)
[2025-12-22T20:36:04.676437] [INFO ] [main      ] Fetching symbol history for PDBC...
[2025-12-22T20:36:04.676481] [DEBUG] [REMOTE    ] PDBC: Fetching historical data.
[2025-12-22T20:36:04.677666] [INFO ] [main      ] Progress: 282/426 forecasts completed (66.2%). SQQQ finished in 0.7s. ETA: 24.5s. Rate: 352.38 forecasts/min
[2025-12-22T20:36:04.688615] [DEBUG] [REMOTE    ] PDBC: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:04.689530] [DEBUG] [LOCAL     ] Loaded configuration for PDBC: 5 features, N/A% accuracy
[2025-12-22T20:36:04.689601] [INFO ] [LOCAL     ] PDBC: Loaded 5 optimal features with 57.57% confidence from JSON config
[2025-12-22T20:36:04.689635] [DEBUG] [MAG       ] Building data for symbol: PDBC with lookback: 0
[2025-12-22T20:36:04.690436] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:36:04.690520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:04.695731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:04.697564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:04.698076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:04.698474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:36:04.699426] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:04.733118] [DEBUG] [MAG       ] VCRB: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:04.797204] [INFO ] [LOCAL     ] VCRB: Saved forecast.
[2025-12-22T20:36:04.797271] [INFO ] [main      ] VCRB: Signal=1 (Conf=90.0%), Magnitude=-0.19% (Conf=61.5047%)
[2025-12-22T20:36:04.797651] [INFO ] [main      ] Fetching symbol history for GFI...
[2025-12-22T20:36:04.797704] [DEBUG] [REMOTE    ] GFI: Fetching historical data.
[2025-12-22T20:36:04.797674] [INFO ] [main      ] Progress: 283/426 forecasts completed (66.4%). VCRB finished in 0.6s. ETA: 24.3s. Rate: 352.75 forecasts/min
[2025-12-22T20:36:04.809534] [DEBUG] [REMOTE    ] GFI: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:04.810436] [DEBUG] [LOCAL     ] Loaded configuration for GFI: 1 features, N/A% accuracy
[2025-12-22T20:36:04.810487] [INFO ] [LOCAL     ] GFI: Loaded 1 optimal features with 44.61% confidence from JSON config
[2025-12-22T20:36:04.810518] [DEBUG] [MAG       ] Building data for symbol: GFI with lookback: 0
[2025-12-22T20:36:04.811300] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-22T20:36:04.811358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:36:04.812254] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:04.886536] [DEBUG] [MAG       ] METCB: Last date is validated at 2025-12-22
[2025-12-22T20:36:04.891612] [DEBUG] [MAG       ] WOOD: Last date is validated at 2025-12-22
[2025-12-22T20:36:05.034734] [DEBUG] [MAG       ] PDBC: Last date is validated at 2025-12-22
[2025-12-22T20:36:05.059708] [DEBUG] [MAG       ] WOOD: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:05.067996] [DEBUG] [MAG       ] METCB: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:05.142308] [DEBUG] [MAG       ] GFI: Last date is validated at 2025-12-22
[2025-12-22T20:36:05.148758] [INFO ] [LOCAL     ] METCB: Saved forecast.
[2025-12-22T20:36:05.148841] [INFO ] [main      ] METCB: Signal=1 (Conf=90.0%), Magnitude=13.49% (Conf=57.4076%)
[2025-12-22T20:36:05.149234] [INFO ] [main      ] Fetching symbol history for DVN...
[2025-12-22T20:36:05.149288] [DEBUG] [REMOTE    ] DVN: Fetching historical data.
[2025-12-22T20:36:05.150336] [INFO ] [main      ] Progress: 284/426 forecasts completed (66.7%). METCB finished in 0.6s. ETA: 24.2s. Rate: 351.42 forecasts/min
[2025-12-22T20:36:05.161045] [DEBUG] [REMOTE    ] DVN: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:05.162133] [DEBUG] [LOCAL     ] Loaded configuration for DVN: 2 features, N/A% accuracy
[2025-12-22T20:36:05.162198] [INFO ] [LOCAL     ] DVN: Loaded 2 optimal features with 51.89% confidence from JSON config
[2025-12-22T20:36:05.162231] [DEBUG] [MAG       ] Building data for symbol: DVN with lookback: 0
[2025-12-22T20:36:05.163066] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:36:05.163140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:05.164874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:05.165454] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:05.203521] [DEBUG] [MAG       ] PDBC: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:05.261524] [INFO ] [LOCAL     ] PDBC: Saved forecast.
[2025-12-22T20:36:05.261609] [INFO ] [main      ] PDBC: Signal=1 (Conf=90.0%), Magnitude=1.54% (Conf=57.5687%)
[2025-12-22T20:36:05.261781] [INFO ] [main      ] Fetching symbol history for MNY...
[2025-12-22T20:36:05.261825] [DEBUG] [REMOTE    ] MNY: Fetching historical data.
[2025-12-22T20:36:05.262064] [INFO ] [main      ] Progress: 285/426 forecasts completed (66.9%). PDBC finished in 0.6s. ETA: 24.0s. Rate: 351.85 forecasts/min
[2025-12-22T20:36:05.262418] [INFO ] [LOCAL     ] WOOD: Saved forecast.
[2025-12-22T20:36:05.262470] [INFO ] [main      ] WOOD: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=54.9979%)
[2025-12-22T20:36:05.262700] [INFO ] [main      ] Progress: 286/426 forecasts completed (67.1%). WOOD finished in 0.7s. ETA: 23.8s. Rate: 353.08 forecasts/min
[2025-12-22T20:36:05.262800] [INFO ] [main      ] Fetching symbol history for OPAD...
[2025-12-22T20:36:05.262841] [DEBUG] [REMOTE    ] OPAD: Fetching historical data.
[2025-12-22T20:36:05.274118] [DEBUG] [REMOTE    ] MNY: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:05.274850] [DEBUG] [REMOTE    ] OPAD: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:05.275057] [DEBUG] [LOCAL     ] Loaded configuration for MNY: 1 features, N/A% accuracy
[2025-12-22T20:36:05.275111] [INFO ] [LOCAL     ] MNY: Loaded 1 optimal features with 47.23% confidence from JSON config
[2025-12-22T20:36:05.275142] [DEBUG] [MAG       ] Building data for symbol: MNY with lookback: 0
[2025-12-22T20:36:05.275794] [DEBUG] [LOCAL     ] Loaded configuration for OPAD: 5 features, N/A% accuracy
[2025-12-22T20:36:05.275848] [INFO ] [LOCAL     ] OPAD: Loaded 5 optimal features with 48.73% confidence from JSON config
[2025-12-22T20:36:05.275880] [DEBUG] [MAG       ] Building data for symbol: OPAD with lookback: 0
[2025-12-22T20:36:05.275948] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-22T20:36:05.276009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:05.276724] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:36:05.276785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:05.280982] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:05.281774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:05.283656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:05.284190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:05.284647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:36:05.306500] [DEBUG] [MAG       ] GFI: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:05.333008] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:05.387087] [INFO ] [LOCAL     ] GFI: Saved forecast.
[2025-12-22T20:36:05.387152] [INFO ] [main      ] GFI: Signal=1 (Conf=90.0%), Magnitude=2.04% (Conf=44.6077%)
[2025-12-22T20:36:05.387686] [INFO ] [main      ] Fetching symbol history for GIS...
[2025-12-22T20:36:05.387732] [DEBUG] [REMOTE    ] GIS: Fetching historical data.
[2025-12-22T20:36:05.389016] [INFO ] [main      ] Progress: 287/426 forecasts completed (67.4%). GFI finished in 0.6s. ETA: 23.6s. Rate: 353.39 forecasts/min
[2025-12-22T20:36:05.400381] [DEBUG] [REMOTE    ] GIS: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:05.401486] [DEBUG] [LOCAL     ] Loaded configuration for GIS: 0 features, N/A% accuracy
[2025-12-22T20:36:05.401538] [INFO ] [LOCAL     ] GIS: Loaded 0 optimal features with 54.47% confidence from JSON config
[2025-12-22T20:36:05.401570] [DEBUG] [MAG       ] Building data for symbol: GIS with lookback: 0
[2025-12-22T20:36:05.402430] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-22T20:36:05.531263] [DEBUG] [MAG       ] DVN: Last date is validated at 2025-12-22
[2025-12-22T20:36:05.615990] [DEBUG] [MAG       ] MNY: Last date is validated at 2025-12-22
[2025-12-22T20:36:05.678504] [DEBUG] [MAG       ] OPAD: Last date is validated at 2025-12-22
[2025-12-22T20:36:05.713032] [DEBUG] [MAG       ] DVN: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:05.735708] [DEBUG] [MAG       ] GIS: Last date is validated at 2025-12-22
[2025-12-22T20:36:05.787174] [DEBUG] [MAG       ] MNY: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:05.801830] [INFO ] [LOCAL     ] DVN: Saved forecast.
[2025-12-22T20:36:05.801897] [INFO ] [main      ] DVN: Signal=1 (Conf=90.0%), Magnitude=-0.08% (Conf=51.8864%)
[2025-12-22T20:36:05.802252] [INFO ] [main      ] Fetching symbol history for SWZ...
[2025-12-22T20:36:05.802306] [DEBUG] [REMOTE    ] SWZ: Fetching historical data.
[2025-12-22T20:36:05.802679] [INFO ] [main      ] Progress: 288/426 forecasts completed (67.6%). DVN finished in 0.7s. ETA: 23.5s. Rate: 351.64 forecasts/min
[2025-12-22T20:36:05.813814] [DEBUG] [REMOTE    ] SWZ: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:05.815725] [DEBUG] [LOCAL     ] Loaded configuration for SWZ: 13 features, N/A% accuracy
[2025-12-22T20:36:05.815800] [INFO ] [LOCAL     ] SWZ: Loaded 13 optimal features with 44.54% confidence from JSON config
[2025-12-22T20:36:05.815833] [DEBUG] [MAG       ] Building data for symbol: SWZ with lookback: 0
[2025-12-22T20:36:05.816685] [DEBUG] [FEATURES  ] DataBuilder: Executing 13 feature methods.
[2025-12-22T20:36:05.816754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:05.821798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:05.823618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:05.824146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:05.824634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-22T20:36:05.842904] [INFO ] [LOCAL     ] MNY: Saved forecast.
[2025-12-22T20:36:05.842971] [INFO ] [main      ] MNY: Signal=1 (Conf=90.0%), Magnitude=-1.47% (Conf=47.227%)
[2025-12-22T20:36:05.843143] [INFO ] [main      ] Fetching symbol history for DBRG...
[2025-12-22T20:36:05.843187] [DEBUG] [REMOTE    ] DBRG: Fetching historical data.
[2025-12-22T20:36:05.843287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-22T20:36:05.844417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:05.844670] [INFO ] [main      ] Progress: 289/426 forecasts completed (67.8%). MNY finished in 0.6s. ETA: 23.3s. Rate: 352.56 forecasts/min
[2025-12-22T20:36:05.845391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-22T20:36:05.847246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-22T20:36:05.848366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-22T20:36:05.849145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-22T20:36:05.850819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-22T20:36:05.852135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-22T20:36:05.854391] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:05.856253] [DEBUG] [REMOTE    ] DBRG: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:05.857169] [DEBUG] [LOCAL     ] Loaded configuration for DBRG: 4 features, N/A% accuracy
[2025-12-22T20:36:05.857221] [INFO ] [LOCAL     ] DBRG: Loaded 4 optimal features with 56.62% confidence from JSON config
[2025-12-22T20:36:05.857252] [DEBUG] [MAG       ] Building data for symbol: DBRG with lookback: 0
[2025-12-22T20:36:05.858080] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:36:05.858141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:36:05.870599] [DEBUG] [MAG       ] OPAD: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:05.897919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-22T20:36:05.913056] [DEBUG] [MAG       ] GIS: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:05.935481] [INFO ] [LOCAL     ] OPAD: Saved forecast.
[2025-12-22T20:36:05.935549] [INFO ] [main      ] OPAD: Signal=1 (Conf=90.0%), Magnitude=3.03% (Conf=48.7343%)
[2025-12-22T20:36:05.936055] [INFO ] [main      ] Fetching symbol history for VTS...
[2025-12-22T20:36:05.936108] [DEBUG] [REMOTE    ] VTS: Fetching historical data.
[2025-12-22T20:36:05.936674] [INFO ] [main      ] Progress: 290/426 forecasts completed (68.1%). OPAD finished in 0.7s. ETA: 23.1s. Rate: 353.12 forecasts/min
[2025-12-22T20:36:05.949489] [DEBUG] [REMOTE    ] VTS: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:05.950437] [DEBUG] [LOCAL     ] Loaded configuration for VTS: 4 features, N/A% accuracy
[2025-12-22T20:36:05.950494] [INFO ] [LOCAL     ] VTS: Loaded 4 optimal features with 64.63% confidence from JSON config
[2025-12-22T20:36:05.950524] [DEBUG] [MAG       ] Building data for symbol: VTS with lookback: 0
[2025-12-22T20:36:05.951321] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:36:05.951380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:05.956078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:05.957832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:05.958325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:05.958741] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:05.977190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-22T20:36:05.979824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-22T20:36:05.985691] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:05.993819] [INFO ] [LOCAL     ] GIS: Saved forecast.
[2025-12-22T20:36:05.993883] [INFO ] [main      ] GIS: Signal=1 (Conf=90.0%), Magnitude=-2.57% (Conf=54.4664%)
[2025-12-22T20:36:05.994239] [INFO ] [main      ] Fetching symbol history for ARM...
[2025-12-22T20:36:05.994289] [DEBUG] [REMOTE    ] ARM: Fetching historical data.
[2025-12-22T20:36:05.995182] [INFO ] [main      ] Progress: 291/426 forecasts completed (68.3%). GIS finished in 0.6s. ETA: 22.9s. Rate: 353.92 forecasts/min
[2025-12-22T20:36:06.006971] [DEBUG] [REMOTE    ] ARM: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:06.007862] [DEBUG] [LOCAL     ] Loaded configuration for ARM: 8 features, N/A% accuracy
[2025-12-22T20:36:06.007920] [INFO ] [LOCAL     ] ARM: Loaded 8 optimal features with 45.92% confidence from JSON config
[2025-12-22T20:36:06.007951] [DEBUG] [MAG       ] Building data for symbol: ARM with lookback: 0
[2025-12-22T20:36:06.008734] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-22T20:36:06.008796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:06.013561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:06.015328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:06.015827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:06.016281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:06.016698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:36:06.017560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:36:06.019945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-22T20:36:06.020962] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:06.218442] [DEBUG] [MAG       ] SWZ: Last date is validated at 2025-12-22
[2025-12-22T20:36:06.297907] [DEBUG] [MAG       ] VTS: Last date is validated at 2025-12-22
[2025-12-22T20:36:06.341753] [DEBUG] [MAG       ] DBRG: Last date is validated at 2025-12-22
[2025-12-22T20:36:06.357424] [DEBUG] [MAG       ] ARM: Last date is validated at 2025-12-22
[2025-12-22T20:36:06.396720] [DEBUG] [MAG       ] SWZ: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:06.478567] [DEBUG] [MAG       ] VTS: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:06.518282] [DEBUG] [MAG       ] DBRG: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:06.523827] [DEBUG] [MAG       ] ARM: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:06.536272] [INFO ] [LOCAL     ] SWZ: Saved forecast.
[2025-12-22T20:36:06.536342] [INFO ] [main      ] SWZ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=44.5386%)
[2025-12-22T20:36:06.536756] [INFO ] [main      ] Fetching symbol history for IBB...
[2025-12-22T20:36:06.536811] [DEBUG] [REMOTE    ] IBB: Fetching historical data.
[2025-12-22T20:36:06.537651] [INFO ] [main      ] Progress: 292/426 forecasts completed (68.5%). SWZ finished in 0.7s. ETA: 22.9s. Rate: 351.27 forecasts/min
[2025-12-22T20:36:06.548400] [DEBUG] [REMOTE    ] IBB: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:06.549556] [DEBUG] [LOCAL     ] Loaded configuration for IBB: 4 features, N/A% accuracy
[2025-12-22T20:36:06.551666] [INFO ] [LOCAL     ] VTS: Saved forecast.
[2025-12-22T20:36:06.551734] [INFO ] [main      ] VTS: Signal=1 (Conf=90.0%), Magnitude=-1.93% (Conf=64.626%)
[2025-12-22T20:36:06.552225] [INFO ] [main      ] Fetching symbol history for MRUS...
[2025-12-22T20:36:06.552276] [DEBUG] [REMOTE    ] MRUS: Fetching historical data.
[2025-12-22T20:36:06.552291] [INFO ] [main      ] Progress: 293/426 forecasts completed (68.8%). VTS finished in 0.6s. ETA: 22.6s. Rate: 352.37 forecasts/min
[2025-12-22T20:36:06.549639] [INFO ] [LOCAL     ] IBB: Loaded 4 optimal features with 57.58% confidence from JSON config
[2025-12-22T20:36:06.553393] [DEBUG] [MAG       ] Building data for symbol: IBB with lookback: 0
[2025-12-22T20:36:06.554354] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:36:06.554427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:06.556301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:06.556858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:06.557272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:36:06.558336] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:06.563797] [DEBUG] [REMOTE    ] MRUS: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:06.564767] [DEBUG] [LOCAL     ] Loaded configuration for MRUS: 7 features, N/A% accuracy
[2025-12-22T20:36:06.564819] [INFO ] [LOCAL     ] MRUS: Loaded 7 optimal features with 31.69% confidence from JSON config
[2025-12-22T20:36:06.564850] [DEBUG] [MAG       ] Building data for symbol: MRUS with lookback: 0
[2025-12-22T20:36:06.565647] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-22T20:36:06.565709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:06.570473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:06.572237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:06.572762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:06.573210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:06.573615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:36:06.574332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:36:06.575028] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:06.594362] [INFO ] [LOCAL     ] DBRG: Saved forecast.
[2025-12-22T20:36:06.594430] [INFO ] [main      ] DBRG: Signal=1 (Conf=90.0%), Magnitude=-4.88% (Conf=56.6191%)
[2025-12-22T20:36:06.594617] [INFO ] [main      ] Fetching symbol history for ZBH...
[2025-12-22T20:36:06.594664] [DEBUG] [REMOTE    ] ZBH: Fetching historical data.
[2025-12-22T20:36:06.595985] [INFO ] [main      ] Progress: 294/426 forecasts completed (69.0%). DBRG finished in 0.8s. ETA: 22.4s. Rate: 353.26 forecasts/min
[2025-12-22T20:36:06.606810] [DEBUG] [REMOTE    ] ZBH: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:06.607751] [DEBUG] [LOCAL     ] Loaded configuration for ZBH: 7 features, N/A% accuracy
[2025-12-22T20:36:06.607803] [INFO ] [LOCAL     ] ZBH: Loaded 7 optimal features with 50.26% confidence from JSON config
[2025-12-22T20:36:06.607873] [DEBUG] [MAG       ] Building data for symbol: ZBH with lookback: 0
[2025-12-22T20:36:06.608702] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-22T20:36:06.608778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:06.610624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:06.611160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:06.611678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:06.612095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:36:06.653114] [INFO ] [LOCAL     ] ARM: Saved forecast.
[2025-12-22T20:36:06.653179] [INFO ] [main      ] ARM: Signal=1 (Conf=90.0%), Magnitude=-2.96% (Conf=45.9161%)
[2025-12-22T20:36:06.653359] [INFO ] [main      ] Fetching symbol history for DNTH...
[2025-12-22T20:36:06.653403] [DEBUG] [REMOTE    ] DNTH: Fetching historical data.
[2025-12-22T20:36:06.653843] [INFO ] [main      ] Progress: 295/426 forecasts completed (69.2%). ARM finished in 0.7s. ETA: 22.2s. Rate: 354.05 forecasts/min
[2025-12-22T20:36:06.665389] [DEBUG] [REMOTE    ] DNTH: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:06.667064] [DEBUG] [LOCAL     ] Loaded configuration for DNTH: 3 features, N/A% accuracy
[2025-12-22T20:36:06.667117] [INFO ] [LOCAL     ] DNTH: Loaded 3 optimal features with 51.30% confidence from JSON config
[2025-12-22T20:36:06.667149] [DEBUG] [MAG       ] Building data for symbol: DNTH with lookback: 0
[2025-12-22T20:36:06.667918] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:36:06.667979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:36:06.668697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:36:06.669613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-22T20:36:06.683668] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:06.725588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:36:06.726820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-22T20:36:06.728455] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:06.890436] [DEBUG] [MAG       ] IBB: Last date is validated at 2025-12-22
[2025-12-22T20:36:06.909951] [DEBUG] [MAG       ] MRUS: Last date is validated at 2025-12-22
[2025-12-22T20:36:07.017479] [DEBUG] [MAG       ] DNTH: Last date is validated at 2025-12-22
[2025-12-22T20:36:07.056277] [DEBUG] [MAG       ] IBB: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:07.061808] [DEBUG] [MAG       ] ZBH: Last date is validated at 2025-12-22
[2025-12-22T20:36:07.078805] [DEBUG] [MAG       ] MRUS: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:07.157438] [INFO ] [LOCAL     ] IBB: Saved forecast.
[2025-12-22T20:36:07.157506] [INFO ] [main      ] IBB: Signal=1 (Conf=90.0%), Magnitude=0.74% (Conf=57.5771%)
[2025-12-22T20:36:07.157877] [INFO ] [main      ] Fetching symbol history for EZGO...
[2025-12-22T20:36:07.157928] [DEBUG] [REMOTE    ] EZGO: Fetching historical data.
[2025-12-22T20:36:07.158659] [INFO ] [main      ] Progress: 296/426 forecasts completed (69.5%). IBB finished in 0.6s. ETA: 22.2s. Rate: 351.70 forecasts/min
[2025-12-22T20:36:07.171382] [DEBUG] [REMOTE    ] EZGO: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:07.172462] [DEBUG] [LOCAL     ] Loaded configuration for EZGO: 8 features, N/A% accuracy
[2025-12-22T20:36:07.172513] [INFO ] [LOCAL     ] EZGO: Loaded 8 optimal features with 60.79% confidence from JSON config
[2025-12-22T20:36:07.172543] [DEBUG] [MAG       ] Building data for symbol: EZGO with lookback: 0
[2025-12-22T20:36:07.173369] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-22T20:36:07.173433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:07.175322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:07.175899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:07.176299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:36:07.177225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:36:07.179910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:36:07.180981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-22T20:36:07.181034] [DEBUG] [MAG       ] DNTH: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:07.182195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-22T20:36:07.183394] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:07.201340] [INFO ] [LOCAL     ] MRUS: Saved forecast.
[2025-12-22T20:36:07.201409] [INFO ] [main      ] MRUS: Signal=1 (Conf=90.0%), Magnitude=-0.21% (Conf=31.6877%)
[2025-12-22T20:36:07.201802] [INFO ] [main      ] Fetching symbol history for MOD...
[2025-12-22T20:36:07.201853] [DEBUG] [REMOTE    ] MOD: Fetching historical data.
[2025-12-22T20:36:07.202642] [INFO ] [main      ] Progress: 297/426 forecasts completed (69.7%). MRUS finished in 0.6s. ETA: 22.0s. Rate: 352.58 forecasts/min
[2025-12-22T20:36:07.214567] [DEBUG] [REMOTE    ] MOD: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:07.215753] [DEBUG] [LOCAL     ] Loaded configuration for MOD: 2 features, N/A% accuracy
[2025-12-22T20:36:07.215808] [INFO ] [LOCAL     ] MOD: Loaded 2 optimal features with 41.40% confidence from JSON config
[2025-12-22T20:36:07.215840] [DEBUG] [MAG       ] Building data for symbol: MOD with lookback: 0
[2025-12-22T20:36:07.216676] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:36:07.216735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:07.221558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:36:07.222474] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:07.228877] [DEBUG] [MAG       ] ZBH: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:07.266252] [INFO ] [LOCAL     ] DNTH: Saved forecast.
[2025-12-22T20:36:07.266318] [INFO ] [main      ] DNTH: Signal=1 (Conf=90.0%), Magnitude=1.44% (Conf=51.2955%)
[2025-12-22T20:36:07.266490] [INFO ] [main      ] Fetching symbol history for NAMS...
[2025-12-22T20:36:07.266533] [DEBUG] [REMOTE    ] NAMS: Fetching historical data.
[2025-12-22T20:36:07.267532] [INFO ] [main      ] Progress: 298/426 forecasts completed (70.0%). DNTH finished in 0.6s. ETA: 21.7s. Rate: 353.32 forecasts/min
[2025-12-22T20:36:07.278121] [DEBUG] [REMOTE    ] NAMS: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:07.279051] [DEBUG] [LOCAL     ] Loaded configuration for NAMS: 6 features, N/A% accuracy
[2025-12-22T20:36:07.279109] [INFO ] [LOCAL     ] NAMS: Loaded 6 optimal features with 51.76% confidence from JSON config
[2025-12-22T20:36:07.279140] [DEBUG] [MAG       ] Building data for symbol: NAMS with lookback: 0
[2025-12-22T20:36:07.280272] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:36:07.280335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:07.285110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:07.286855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:07.287327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:07.287799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:07.288184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-22T20:36:07.290476] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:07.334344] [INFO ] [LOCAL     ] ZBH: Saved forecast.
[2025-12-22T20:36:07.334412] [INFO ] [main      ] ZBH: Signal=1 (Conf=90.0%), Magnitude=-0.38% (Conf=50.2566%)
[2025-12-22T20:36:07.334794] [INFO ] [main      ] Fetching symbol history for WAVE...
[2025-12-22T20:36:07.334847] [DEBUG] [REMOTE    ] WAVE: Fetching historical data.
[2025-12-22T20:36:07.336653] [INFO ] [main      ] Progress: 299/426 forecasts completed (70.2%). ZBH finished in 0.7s. ETA: 21.5s. Rate: 354.02 forecasts/min
[2025-12-22T20:36:07.346796] [DEBUG] [REMOTE    ] WAVE: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:07.347736] [DEBUG] [LOCAL     ] Loaded configuration for WAVE: 8 features, N/A% accuracy
[2025-12-22T20:36:07.347792] [INFO ] [LOCAL     ] WAVE: Loaded 8 optimal features with 59.58% confidence from JSON config
[2025-12-22T20:36:07.347824] [DEBUG] [MAG       ] Building data for symbol: WAVE with lookback: 0
[2025-12-22T20:36:07.348642] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-22T20:36:07.348704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:07.350444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:07.351014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:07.351462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:36:07.352385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:36:07.398895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-22T20:36:07.474342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-22T20:36:07.475259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-22T20:36:07.476708] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:07.530996] [DEBUG] [MAG       ] EZGO: Last date is validated at 2025-12-22
[2025-12-22T20:36:07.555819] [DEBUG] [MAG       ] MOD: Last date is validated at 2025-12-22
[2025-12-22T20:36:07.620427] [DEBUG] [MAG       ] NAMS: Last date is validated at 2025-12-22
[2025-12-22T20:36:07.695368] [DEBUG] [MAG       ] EZGO: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:07.724849] [DEBUG] [MAG       ] MOD: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:07.783072] [INFO ] [LOCAL     ] EZGO: Saved forecast.
[2025-12-22T20:36:07.783148] [INFO ] [main      ] EZGO: Signal=1 (Conf=90.0%), Magnitude=32.40% (Conf=60.7904%)
[2025-12-22T20:36:07.783547] [INFO ] [main      ] Fetching symbol history for MSTX...
[2025-12-22T20:36:07.783619] [DEBUG] [REMOTE    ] MSTX: Fetching historical data.
[2025-12-22T20:36:07.783675] [INFO ] [main      ] Progress: 300/426 forecasts completed (70.4%). EZGO finished in 0.6s. ETA: 21.5s. Rate: 352.10 forecasts/min
[2025-12-22T20:36:07.784237] [DEBUG] [MAG       ] NAMS: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:07.794272] [DEBUG] [REMOTE    ] MSTX: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:07.795344] [DEBUG] [LOCAL     ] Loaded configuration for MSTX: 3 features, N/A% accuracy
[2025-12-22T20:36:07.795397] [INFO ] [LOCAL     ] MSTX: Loaded 3 optimal features with 51.62% confidence from JSON config
[2025-12-22T20:36:07.795429] [DEBUG] [MAG       ] Building data for symbol: MSTX with lookback: 0
[2025-12-22T20:36:07.796208] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:36:07.796269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:07.801063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:36:07.817429] [DEBUG] [MAG       ] WAVE: Last date is validated at 2025-12-22
[2025-12-22T20:36:07.844861] [INFO ] [LOCAL     ] MOD: Saved forecast.
[2025-12-22T20:36:07.844925] [INFO ] [main      ] MOD: Signal=1 (Conf=90.0%), Magnitude=1.81% (Conf=41.4009%)
[2025-12-22T20:36:07.845382] [INFO ] [main      ] Fetching symbol history for RCI...
[2025-12-22T20:36:07.845436] [DEBUG] [REMOTE    ] RCI: Fetching historical data.
[2025-12-22T20:36:07.845682] [INFO ] [main      ] Progress: 301/426 forecasts completed (70.7%). MOD finished in 0.6s. ETA: 21.3s. Rate: 352.84 forecasts/min
[2025-12-22T20:36:07.856716] [DEBUG] [REMOTE    ] RCI: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:07.857688] [DEBUG] [LOCAL     ] Loaded configuration for RCI: 2 features, N/A% accuracy
[2025-12-22T20:36:07.857739] [INFO ] [LOCAL     ] RCI: Loaded 2 optimal features with 50.09% confidence from JSON config
[2025-12-22T20:36:07.858090] [DEBUG] [MAG       ] Building data for symbol: RCI with lookback: 0
[2025-12-22T20:36:07.858897] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:36:07.858955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:07.863724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-22T20:36:07.865049] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:07.873548] [INFO ] [LOCAL     ] NAMS: Saved forecast.
[2025-12-22T20:36:07.873633] [INFO ] [main      ] NAMS: Signal=1 (Conf=90.0%), Magnitude=-1.23% (Conf=51.7627%)
[2025-12-22T20:36:07.873814] [INFO ] [main      ] Fetching symbol history for ZS...
[2025-12-22T20:36:07.873859] [DEBUG] [REMOTE    ] ZS: Fetching historical data.
[2025-12-22T20:36:07.874897] [INFO ] [main      ] Progress: 302/426 forecasts completed (70.9%). NAMS finished in 0.6s. ETA: 21.0s. Rate: 353.81 forecasts/min
[2025-12-22T20:36:07.885837] [DEBUG] [REMOTE    ] ZS: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:07.886932] [DEBUG] [LOCAL     ] Loaded configuration for ZS: 4 features, N/A% accuracy
[2025-12-22T20:36:07.886987] [INFO ] [LOCAL     ] ZS: Loaded 4 optimal features with 58.38% confidence from JSON config
[2025-12-22T20:36:07.887018] [DEBUG] [MAG       ] Building data for symbol: ZS with lookback: 0
[2025-12-22T20:36:07.887828] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:36:07.887889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:36:07.888624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:36:07.889509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:36:07.911200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:36:07.912318] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:07.997021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-22T20:36:07.999303] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:07.999629] [DEBUG] [MAG       ] WAVE: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:08.086707] [INFO ] [LOCAL     ] WAVE: Saved forecast.
[2025-12-22T20:36:08.086779] [INFO ] [main      ] WAVE: Signal=1 (Conf=90.0%), Magnitude=4.62% (Conf=59.5758%)
[2025-12-22T20:36:08.087273] [INFO ] [main      ] Fetching symbol history for PSN...
[2025-12-22T20:36:08.087317] [DEBUG] [REMOTE    ] PSN: Fetching historical data.
[2025-12-22T20:36:08.087882] [INFO ] [main      ] Progress: 303/426 forecasts completed (71.1%). WAVE finished in 0.8s. ETA: 20.9s. Rate: 353.51 forecasts/min
[2025-12-22T20:36:08.100462] [DEBUG] [REMOTE    ] PSN: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:08.101415] [DEBUG] [LOCAL     ] Loaded configuration for PSN: 4 features, N/A% accuracy
[2025-12-22T20:36:08.101473] [INFO ] [LOCAL     ] PSN: Loaded 4 optimal features with 61.67% confidence from JSON config
[2025-12-22T20:36:08.101505] [DEBUG] [MAG       ] Building data for symbol: PSN with lookback: 0
[2025-12-22T20:36:08.102322] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:36:08.102383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:36:08.103314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:36:08.104156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-22T20:36:08.105192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-22T20:36:08.107203] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:08.200267] [DEBUG] [MAG       ] RCI: Last date is validated at 2025-12-22
[2025-12-22T20:36:08.249534] [DEBUG] [MAG       ] MSTX: Last date is validated at 2025-12-22
[2025-12-22T20:36:08.358813] [DEBUG] [MAG       ] ZS: Last date is validated at 2025-12-22
[2025-12-22T20:36:08.370105] [DEBUG] [MAG       ] RCI: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:08.415828] [DEBUG] [MAG       ] MSTX: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:08.439231] [INFO ] [LOCAL     ] RCI: Saved forecast.
[2025-12-22T20:36:08.439295] [INFO ] [main      ] RCI: Signal=1 (Conf=90.0%), Magnitude=-0.65% (Conf=50.0943%)
[2025-12-22T20:36:08.439666] [INFO ] [main      ] Fetching symbol history for FTI...
[2025-12-22T20:36:08.439718] [DEBUG] [REMOTE    ] FTI: Fetching historical data.
[2025-12-22T20:36:08.440656] [INFO ] [main      ] Progress: 304/426 forecasts completed (71.4%). RCI finished in 0.6s. ETA: 20.8s. Rate: 352.26 forecasts/min
[2025-12-22T20:36:08.442154] [DEBUG] [MAG       ] PSN: Last date is validated at 2025-12-22
[2025-12-22T20:36:08.451329] [DEBUG] [REMOTE    ] FTI: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:08.452253] [DEBUG] [LOCAL     ] Loaded configuration for FTI: 8 features, N/A% accuracy
[2025-12-22T20:36:08.452303] [INFO ] [LOCAL     ] FTI: Loaded 8 optimal features with 57.43% confidence from JSON config
[2025-12-22T20:36:08.452334] [DEBUG] [MAG       ] Building data for symbol: FTI with lookback: 0
[2025-12-22T20:36:08.453108] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-22T20:36:08.453170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:08.457925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:08.459716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:08.460212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:08.460626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:36:08.461461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:36:08.528928] [DEBUG] [MAG       ] ZS: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:08.556628] [INFO ] [LOCAL     ] MSTX: Saved forecast.
[2025-12-22T20:36:08.556697] [INFO ] [main      ] MSTX: Signal=1 (Conf=90.0%), Magnitude=6.78% (Conf=51.6204%)
[2025-12-22T20:36:08.557084] [INFO ] [main      ] Fetching symbol history for DHX...
[2025-12-22T20:36:08.557140] [DEBUG] [REMOTE    ] DHX: Fetching historical data.
[2025-12-22T20:36:08.558165] [INFO ] [main      ] Progress: 305/426 forecasts completed (71.6%). MSTX finished in 0.8s. ETA: 20.6s. Rate: 352.62 forecasts/min
[2025-12-22T20:36:08.569034] [DEBUG] [REMOTE    ] DHX: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:08.569666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-22T20:36:08.570199] [DEBUG] [LOCAL     ] Loaded configuration for DHX: 6 features, N/A% accuracy
[2025-12-22T20:36:08.570255] [INFO ] [LOCAL     ] DHX: Loaded 6 optimal features with 44.36% confidence from JSON config
[2025-12-22T20:36:08.570288] [DEBUG] [MAG       ] Building data for symbol: DHX with lookback: 0
[2025-12-22T20:36:08.571151] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:36:08.571177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-22T20:36:08.571216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:08.572979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:08.573502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-22T20:36:08.574034] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:08.576273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-22T20:36:08.579136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-22T20:36:08.597181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-22T20:36:08.600283] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:08.607417] [DEBUG] [MAG       ] PSN: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:08.670852] [INFO ] [LOCAL     ] ZS: Saved forecast.
[2025-12-22T20:36:08.670919] [INFO ] [main      ] ZS: Signal=1 (Conf=90.0%), Magnitude=-1.23% (Conf=58.3778%)
[2025-12-22T20:36:08.671316] [INFO ] [main      ] Progress: 306/426 forecasts completed (71.8%). ZS finished in 0.8s. ETA: 20.4s. Rate: 353.01 forecasts/min
[2025-12-22T20:36:08.671457] [INFO ] [main      ] Fetching symbol history for SFNC...
[2025-12-22T20:36:08.671502] [DEBUG] [REMOTE    ] SFNC: Fetching historical data.
[2025-12-22T20:36:08.683644] [DEBUG] [REMOTE    ] SFNC: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:08.684669] [DEBUG] [LOCAL     ] Loaded configuration for SFNC: 1 features, N/A% accuracy
[2025-12-22T20:36:08.684723] [INFO ] [LOCAL     ] SFNC: Loaded 1 optimal features with 51.74% confidence from JSON config
[2025-12-22T20:36:08.684755] [DEBUG] [MAG       ] Building data for symbol: SFNC with lookback: 0
[2025-12-22T20:36:08.685534] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-22T20:36:08.685627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:36:08.686362] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:08.722095] [INFO ] [LOCAL     ] PSN: Saved forecast.
[2025-12-22T20:36:08.722168] [INFO ] [main      ] PSN: Signal=1 (Conf=90.0%), Magnitude=0.99% (Conf=61.672%)
[2025-12-22T20:36:08.722546] [INFO ] [main      ] Fetching symbol history for MEI...
[2025-12-22T20:36:08.722612] [DEBUG] [REMOTE    ] MEI: Fetching historical data.
[2025-12-22T20:36:08.722657] [INFO ] [main      ] Progress: 307/426 forecasts completed (72.1%). PSN finished in 0.6s. ETA: 20.2s. Rate: 353.81 forecasts/min
[2025-12-22T20:36:08.734142] [DEBUG] [REMOTE    ] MEI: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:08.735167] [DEBUG] [LOCAL     ] Loaded configuration for MEI: 5 features, N/A% accuracy
[2025-12-22T20:36:08.735219] [INFO ] [LOCAL     ] MEI: Loaded 5 optimal features with 64.79% confidence from JSON config
[2025-12-22T20:36:08.735250] [DEBUG] [MAG       ] Building data for symbol: MEI with lookback: 0
[2025-12-22T20:36:08.736024] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:36:08.736085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-22T20:36:08.738101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:08.739940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:08.740433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-22T20:36:08.741488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-22T20:36:08.743457] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:08.909484] [DEBUG] [MAG       ] FTI: Last date is validated at 2025-12-22
[2025-12-22T20:36:08.944427] [DEBUG] [MAG       ] DHX: Last date is validated at 2025-12-22
[2025-12-22T20:36:09.018424] [DEBUG] [MAG       ] SFNC: Last date is validated at 2025-12-22
[2025-12-22T20:36:09.075884] [DEBUG] [MAG       ] MEI: Last date is validated at 2025-12-22
[2025-12-22T20:36:09.076199] [DEBUG] [MAG       ] FTI: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:09.118497] [DEBUG] [MAG       ] DHX: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:09.169657] [INFO ] [LOCAL     ] FTI: Saved forecast.
[2025-12-22T20:36:09.169726] [INFO ] [main      ] FTI: Signal=1 (Conf=90.0%), Magnitude=0.86% (Conf=57.4262%)
[2025-12-22T20:36:09.170114] [INFO ] [main      ] Fetching symbol history for NMRA...
[2025-12-22T20:36:09.170165] [DEBUG] [REMOTE    ] NMRA: Fetching historical data.
[2025-12-22T20:36:09.170670] [INFO ] [main      ] Progress: 308/426 forecasts completed (72.3%). FTI finished in 0.7s. ETA: 20.1s. Rate: 351.94 forecasts/min
[2025-12-22T20:36:09.182741] [DEBUG] [REMOTE    ] NMRA: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:09.183688] [DEBUG] [LOCAL     ] Loaded configuration for NMRA: 5 features, N/A% accuracy
[2025-12-22T20:36:09.183746] [INFO ] [LOCAL     ] NMRA: Loaded 5 optimal features with 49.76% confidence from JSON config
[2025-12-22T20:36:09.183779] [DEBUG] [MAG       ] Building data for symbol: NMRA with lookback: 0
[2025-12-22T20:36:09.184563] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:36:09.184643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:09.186297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:09.186589] [DEBUG] [MAG       ] SFNC: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:09.186846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-22T20:36:09.187554] [INFO ] [LOCAL     ] DHX: Saved forecast.
[2025-12-22T20:36:09.187646] [INFO ] [main      ] DHX: Signal=1 (Conf=90.0%), Magnitude=-3.27% (Conf=44.3582%)
[2025-12-22T20:36:09.187817] [INFO ] [main      ] Fetching symbol history for SBRA...
[2025-12-22T20:36:09.187862] [DEBUG] [REMOTE    ] SBRA: Fetching historical data.
[2025-12-22T20:36:09.189658] [INFO ] [main      ] Progress: 309/426 forecasts completed (72.5%). DHX finished in 0.6s. ETA: 19.9s. Rate: 352.95 forecasts/min
[2025-12-22T20:36:09.200434] [DEBUG] [REMOTE    ] SBRA: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:09.201310] [DEBUG] [LOCAL     ] Loaded configuration for SBRA: 3 features, N/A% accuracy
[2025-12-22T20:36:09.201365] [INFO ] [LOCAL     ] SBRA: Loaded 3 optimal features with 46.58% confidence from JSON config
[2025-12-22T20:36:09.201396] [DEBUG] [MAG       ] Building data for symbol: SBRA with lookback: 0
[2025-12-22T20:36:09.202341] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:36:09.202408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:09.204223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:09.204755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-22T20:36:09.205517] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:09.250189] [DEBUG] [MAG       ] MEI: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:09.252206] [INFO ] [LOCAL     ] SFNC: Saved forecast.
[2025-12-22T20:36:09.252274] [INFO ] [main      ] SFNC: Signal=1 (Conf=90.0%), Magnitude=1.14% (Conf=51.7447%)
[2025-12-22T20:36:09.252453] [INFO ] [main      ] Fetching symbol history for NVDL...
[2025-12-22T20:36:09.252499] [DEBUG] [REMOTE    ] NVDL: Fetching historical data.
[2025-12-22T20:36:09.253195] [INFO ] [main      ] Progress: 310/426 forecasts completed (72.8%). SFNC finished in 0.6s. ETA: 19.7s. Rate: 353.67 forecasts/min
[2025-12-22T20:36:09.262630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-22T20:36:09.264505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-22T20:36:09.264950] [DEBUG] [REMOTE    ] NVDL: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:09.266167] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:09.266697] [DEBUG] [LOCAL     ] Loaded configuration for NVDL: 11 features, N/A% accuracy
[2025-12-22T20:36:09.266757] [INFO ] [LOCAL     ] NVDL: Loaded 11 optimal features with 55.66% confidence from JSON config
[2025-12-22T20:36:09.266791] [DEBUG] [MAG       ] Building data for symbol: NVDL with lookback: 0
[2025-12-22T20:36:09.267616] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-22T20:36:09.267681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:09.272713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:09.274635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:09.275127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:09.275594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:36:09.330921] [INFO ] [LOCAL     ] MEI: Saved forecast.
[2025-12-22T20:36:09.330988] [INFO ] [main      ] MEI: Signal=1 (Conf=90.0%), Magnitude=6.75% (Conf=64.7936%)
[2025-12-22T20:36:09.331369] [INFO ] [main      ] Fetching symbol history for CLCO...
[2025-12-22T20:36:09.331419] [DEBUG] [REMOTE    ] CLCO: Fetching historical data.
[2025-12-22T20:36:09.331680] [INFO ] [main      ] Progress: 311/426 forecasts completed (73.0%). MEI finished in 0.6s. ETA: 19.5s. Rate: 354.28 forecasts/min
[2025-12-22T20:36:09.343506] [DEBUG] [REMOTE    ] CLCO: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:09.344652] [DEBUG] [LOCAL     ] Loaded configuration for CLCO: 1 features, N/A% accuracy
[2025-12-22T20:36:09.344713] [INFO ] [LOCAL     ] CLCO: Loaded 1 optimal features with 22.57% confidence from JSON config
[2025-12-22T20:36:09.344746] [DEBUG] [MAG       ] Building data for symbol: CLCO with lookback: 0
[2025-12-22T20:36:09.345639] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-22T20:36:09.345698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-22T20:36:09.346423] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:09.388237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:36:09.390271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:36:09.391227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-22T20:36:09.391863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-22T20:36:09.392525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-22T20:36:09.409715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-22T20:36:09.411350] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:09.552276] [DEBUG] [MAG       ] SBRA: Last date is validated at 2025-12-22
[2025-12-22T20:36:09.607328] [DEBUG] [MAG       ] NMRA: Last date is validated at 2025-12-22
[2025-12-22T20:36:09.712254] [DEBUG] [MAG       ] CLCO: Last date is validated at 2025-12-22
[2025-12-22T20:36:09.740241] [DEBUG] [MAG       ] SBRA: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:09.750052] [DEBUG] [MAG       ] NVDL: Last date is validated at 2025-12-22
[2025-12-22T20:36:09.779044] [DEBUG] [MAG       ] NMRA: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:09.805902] [INFO ] [LOCAL     ] SBRA: Saved forecast.
[2025-12-22T20:36:09.806513] [INFO ] [main      ] SBRA: Signal=1 (Conf=90.0%), Magnitude=0.22% (Conf=46.5768%)
[2025-12-22T20:36:09.806702] [INFO ] [main      ] Fetching symbol history for QMCO...
[2025-12-22T20:36:09.806748] [DEBUG] [REMOTE    ] QMCO: Fetching historical data.
[2025-12-22T20:36:09.809077] [INFO ] [main      ] Progress: 312/426 forecasts completed (73.2%). SBRA finished in 0.6s. ETA: 19.4s. Rate: 352.23 forecasts/min
[2025-12-22T20:36:09.819920] [DEBUG] [REMOTE    ] QMCO: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:09.821000] [DEBUG] [LOCAL     ] Loaded configuration for QMCO: 7 features, N/A% accuracy
[2025-12-22T20:36:09.821071] [INFO ] [LOCAL     ] QMCO: Loaded 7 optimal features with 46.15% confidence from JSON config
[2025-12-22T20:36:09.821108] [DEBUG] [MAG       ] Building data for symbol: QMCO with lookback: 0
[2025-12-22T20:36:09.821952] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-22T20:36:09.822019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:09.827240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:09.829097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:09.829616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:09.830042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:36:09.858912] [INFO ] [LOCAL     ] NMRA: Saved forecast.
[2025-12-22T20:36:09.858982] [INFO ] [main      ] NMRA: Signal=1 (Conf=90.0%), Magnitude=5.56% (Conf=49.7621%)
[2025-12-22T20:36:09.859179] [INFO ] [main      ] Fetching symbol history for BNTX...
[2025-12-22T20:36:09.859224] [DEBUG] [REMOTE    ] BNTX: Fetching historical data.
[2025-12-22T20:36:09.860669] [INFO ] [main      ] Progress: 313/426 forecasts completed (73.5%). NMRA finished in 0.7s. ETA: 19.2s. Rate: 353.01 forecasts/min
[2025-12-22T20:36:09.871602] [DEBUG] [REMOTE    ] BNTX: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:09.872478] [DEBUG] [LOCAL     ] Loaded configuration for BNTX: 2 features, N/A% accuracy
[2025-12-22T20:36:09.872191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-22T20:36:09.872531] [INFO ] [LOCAL     ] BNTX: Loaded 2 optimal features with 50.49% confidence from JSON config
[2025-12-22T20:36:09.872563] [DEBUG] [MAG       ] Building data for symbol: BNTX with lookback: 0
[2025-12-22T20:36:09.873409] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:36:09.873468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:09.877215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-22T20:36:09.878258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:36:09.879035] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:09.879526] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:09.894631] [DEBUG] [MAG       ] CLCO: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:09.921097] [DEBUG] [MAG       ] NVDL: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:09.955755] [INFO ] [LOCAL     ] CLCO: Saved forecast.
[2025-12-22T20:36:09.955822] [INFO ] [main      ] CLCO: Signal=1 (Conf=90.0%), Magnitude=3.54% (Conf=22.5727%)
[2025-12-22T20:36:09.956182] [INFO ] [main      ] Progress: 314/426 forecasts completed (73.7%). CLCO finished in 0.6s. ETA: 19.0s. Rate: 353.51 forecasts/min
[2025-12-22T20:36:09.956308] [INFO ] [main      ] Fetching symbol history for FBIN...
[2025-12-22T20:36:09.956351] [DEBUG] [REMOTE    ] FBIN: Fetching historical data.
[2025-12-22T20:36:09.968545] [DEBUG] [REMOTE    ] FBIN: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:09.969652] [DEBUG] [LOCAL     ] Loaded configuration for FBIN: 4 features, N/A% accuracy
[2025-12-22T20:36:09.969722] [INFO ] [LOCAL     ] FBIN: Loaded 4 optimal features with 58.57% confidence from JSON config
[2025-12-22T20:36:09.969756] [DEBUG] [MAG       ] Building data for symbol: FBIN with lookback: 0
[2025-12-22T20:36:09.970555] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:36:09.970637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:09.972360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:09.972923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:09.973335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:36:09.974146] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:10.062018] [INFO ] [LOCAL     ] NVDL: Saved forecast.
[2025-12-22T20:36:10.062085] [INFO ] [main      ] NVDL: Signal=1 (Conf=90.0%), Magnitude=5.08% (Conf=55.6602%)
[2025-12-22T20:36:10.062466] [INFO ] [main      ] Fetching symbol history for COLM...
[2025-12-22T20:36:10.062517] [DEBUG] [REMOTE    ] COLM: Fetching historical data.
[2025-12-22T20:36:10.062658] [INFO ] [main      ] Progress: 315/426 forecasts completed (73.9%). NVDL finished in 0.8s. ETA: 18.8s. Rate: 353.92 forecasts/min
[2025-12-22T20:36:10.074052] [DEBUG] [REMOTE    ] COLM: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:10.075077] [DEBUG] [LOCAL     ] Loaded configuration for COLM: 8 features, N/A% accuracy
[2025-12-22T20:36:10.075130] [INFO ] [LOCAL     ] COLM: Loaded 8 optimal features with 54.90% confidence from JSON config
[2025-12-22T20:36:10.075161] [DEBUG] [MAG       ] Building data for symbol: COLM with lookback: 0
[2025-12-22T20:36:10.075971] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-22T20:36:10.076035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:36:10.114637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-22T20:36:10.116076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-22T20:36:10.117509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:10.119238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:10.119717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-22T20:36:10.121385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-22T20:36:10.122445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-22T20:36:10.123159] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:10.220448] [DEBUG] [MAG       ] BNTX: Last date is validated at 2025-12-22
[2025-12-22T20:36:10.222615] [DEBUG] [MAG       ] QMCO: Last date is validated at 2025-12-22
[2025-12-22T20:36:10.308448] [DEBUG] [MAG       ] FBIN: Last date is validated at 2025-12-22
[2025-12-22T20:36:10.390875] [DEBUG] [MAG       ] BNTX: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:10.390992] [DEBUG] [MAG       ] QMCO: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:10.459893] [DEBUG] [MAG       ] COLM: Last date is validated at 2025-12-22
[2025-12-22T20:36:10.474248] [DEBUG] [MAG       ] FBIN: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:10.518828] [INFO ] [LOCAL     ] BNTX: Saved forecast.
[2025-12-22T20:36:10.518895] [INFO ] [main      ] BNTX: Signal=1 (Conf=90.0%), Magnitude=0.55% (Conf=50.4893%)
[2025-12-22T20:36:10.519082] [INFO ] [main      ] Fetching symbol history for FIVN...
[2025-12-22T20:36:10.519127] [DEBUG] [REMOTE    ] FIVN: Fetching historical data.
[2025-12-22T20:36:10.519951] [INFO ] [main      ] Progress: 316/426 forecasts completed (74.2%). BNTX finished in 0.7s. ETA: 18.7s. Rate: 352.03 forecasts/min
[2025-12-22T20:36:10.522248] [INFO ] [LOCAL     ] QMCO: Saved forecast.
[2025-12-22T20:36:10.522326] [INFO ] [main      ] QMCO: Signal=1 (Conf=90.0%), Magnitude=9.85% (Conf=46.1498%)
[2025-12-22T20:36:10.522499] [INFO ] [main      ] Fetching symbol history for PLPC...
[2025-12-22T20:36:10.522546] [DEBUG] [REMOTE    ] PLPC: Fetching historical data.
[2025-12-22T20:36:10.522874] [INFO ] [main      ] Progress: 317/426 forecasts completed (74.4%). QMCO finished in 0.7s. ETA: 18.5s. Rate: 353.13 forecasts/min
[2025-12-22T20:36:10.532369] [DEBUG] [REMOTE    ] FIVN: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:10.533184] [DEBUG] [REMOTE    ] PLPC: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:10.533547] [DEBUG] [LOCAL     ] Loaded configuration for FIVN: 7 features, N/A% accuracy
[2025-12-22T20:36:10.533642] [INFO ] [LOCAL     ] FIVN: Loaded 7 optimal features with 51.55% confidence from JSON config
[2025-12-22T20:36:10.533676] [DEBUG] [MAG       ] Building data for symbol: FIVN with lookback: 0
[2025-12-22T20:36:10.534040] [DEBUG] [LOCAL     ] Loaded configuration for PLPC: 4 features, N/A% accuracy
[2025-12-22T20:36:10.534100] [INFO ] [LOCAL     ] PLPC: Loaded 4 optimal features with 48.35% confidence from JSON config
[2025-12-22T20:36:10.534133] [DEBUG] [MAG       ] Building data for symbol: PLPC with lookback: 0
[2025-12-22T20:36:10.534659] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-22T20:36:10.534736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:10.534941] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:36:10.535004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:10.539857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:36:10.539998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:10.541951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:10.542443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:10.542924] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:10.568095] [INFO ] [LOCAL     ] FBIN: Saved forecast.
[2025-12-22T20:36:10.568158] [INFO ] [main      ] FBIN: Signal=1 (Conf=90.0%), Magnitude=2.55% (Conf=58.5696%)
[2025-12-22T20:36:10.568537] [INFO ] [main      ] Progress: 318/426 forecasts completed (74.6%). FBIN finished in 0.6s. ETA: 18.3s. Rate: 353.94 forecasts/min
[2025-12-22T20:36:10.568679] [INFO ] [main      ] Fetching symbol history for SRTS...
[2025-12-22T20:36:10.568721] [DEBUG] [REMOTE    ] SRTS: Fetching historical data.
[2025-12-22T20:36:10.578774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:36:10.580044] [DEBUG] [REMOTE    ] SRTS: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:10.580323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-22T20:36:10.581210] [DEBUG] [LOCAL     ] Loaded configuration for SRTS: 5 features, N/A% accuracy
[2025-12-22T20:36:10.581263] [INFO ] [LOCAL     ] SRTS: Loaded 5 optimal features with 64.41% confidence from JSON config
[2025-12-22T20:36:10.581294] [DEBUG] [MAG       ] Building data for symbol: SRTS with lookback: 0
[2025-12-22T20:36:10.581548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-22T20:36:10.582084] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:36:10.582144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:10.582718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-22T20:36:10.583832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:10.584342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:10.584754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:36:10.585510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-22T20:36:10.585535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-22T20:36:10.587212] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:10.587344] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:10.629592] [DEBUG] [MAG       ] COLM: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:10.747312] [INFO ] [LOCAL     ] COLM: Saved forecast.
[2025-12-22T20:36:10.747381] [INFO ] [main      ] COLM: Signal=1 (Conf=90.0%), Magnitude=0.52% (Conf=54.8989%)
[2025-12-22T20:36:10.747792] [INFO ] [main      ] Fetching symbol history for PRME...
[2025-12-22T20:36:10.747843] [DEBUG] [REMOTE    ] PRME: Fetching historical data.
[2025-12-22T20:36:10.749662] [INFO ] [main      ] Progress: 319/426 forecasts completed (74.9%). COLM finished in 0.7s. ETA: 18.1s. Rate: 353.87 forecasts/min
[2025-12-22T20:36:10.763098] [DEBUG] [REMOTE    ] PRME: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:10.764184] [DEBUG] [LOCAL     ] Loaded configuration for PRME: 2 features, N/A% accuracy
[2025-12-22T20:36:10.764262] [INFO ] [LOCAL     ] PRME: Loaded 2 optimal features with 57.58% confidence from JSON config
[2025-12-22T20:36:10.764311] [DEBUG] [MAG       ] Building data for symbol: PRME with lookback: 0
[2025-12-22T20:36:10.765542] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:36:10.765640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-22T20:36:10.769482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-22T20:36:10.770568] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:10.919200] [DEBUG] [MAG       ] PLPC: Last date is validated at 2025-12-22
[2025-12-22T20:36:10.925994] [DEBUG] [MAG       ] SRTS: Last date is validated at 2025-12-22
[2025-12-22T20:36:10.945383] [DEBUG] [MAG       ] FIVN: Last date is validated at 2025-12-22
[2025-12-22T20:36:11.090932] [DEBUG] [MAG       ] SRTS: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:11.094106] [DEBUG] [MAG       ] PLPC: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:11.111176] [DEBUG] [MAG       ] FIVN: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:11.124829] [DEBUG] [MAG       ] PRME: Last date is validated at 2025-12-22
[2025-12-22T20:36:11.158411] [INFO ] [LOCAL     ] SRTS: Saved forecast.
[2025-12-22T20:36:11.158480] [INFO ] [main      ] SRTS: Signal=1 (Conf=90.0%), Magnitude=-0.25% (Conf=64.4142%)
[2025-12-22T20:36:11.159070] [INFO ] [main      ] Fetching symbol history for TRC...
[2025-12-22T20:36:11.159120] [DEBUG] [REMOTE    ] TRC: Fetching historical data.
[2025-12-22T20:36:11.163132] [INFO ] [main      ] Progress: 320/426 forecasts completed (75.1%). SRTS finished in 0.6s. ETA: 18.1s. Rate: 352.28 forecasts/min
[2025-12-22T20:36:11.174170] [DEBUG] [REMOTE    ] TRC: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:11.175288] [DEBUG] [LOCAL     ] Loaded configuration for TRC: 7 features, N/A% accuracy
[2025-12-22T20:36:11.175340] [INFO ] [LOCAL     ] TRC: Loaded 7 optimal features with 64.29% confidence from JSON config
[2025-12-22T20:36:11.175373] [DEBUG] [MAG       ] Building data for symbol: TRC with lookback: 0
[2025-12-22T20:36:11.176187] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-22T20:36:11.176250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:11.178016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:11.178541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:11.178977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:36:11.180088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-22T20:36:11.180747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-22T20:36:11.182880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-22T20:36:11.185759] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:11.204017] [INFO ] [LOCAL     ] FIVN: Saved forecast.
[2025-12-22T20:36:11.204088] [INFO ] [main      ] FIVN: Signal=1 (Conf=90.0%), Magnitude=-4.14% (Conf=51.5473%)
[2025-12-22T20:36:11.204449] [INFO ] [main      ] Progress: 321/426 forecasts completed (75.4%). FIVN finished in 0.7s. ETA: 17.8s. Rate: 353.12 forecasts/min
[2025-12-22T20:36:11.204591] [INFO ] [main      ] Fetching symbol history for BIAF...
[2025-12-22T20:36:11.204635] [DEBUG] [REMOTE    ] BIAF: Fetching historical data.
[2025-12-22T20:36:11.215901] [DEBUG] [REMOTE    ] BIAF: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:11.216817] [DEBUG] [LOCAL     ] Loaded configuration for BIAF: 6 features, N/A% accuracy
[2025-12-22T20:36:11.216868] [INFO ] [LOCAL     ] BIAF: Loaded 6 optimal features with 49.21% confidence from JSON config
[2025-12-22T20:36:11.216899] [DEBUG] [MAG       ] Building data for symbol: BIAF with lookback: 0
[2025-12-22T20:36:11.217694] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:36:11.217754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:11.219436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:11.219980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:11.220432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:11.220863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:36:11.235497] [INFO ] [LOCAL     ] PLPC: Saved forecast.
[2025-12-22T20:36:11.235563] [INFO ] [main      ] PLPC: Signal=1 (Conf=90.0%), Magnitude=3.21% (Conf=48.3497%)
[2025-12-22T20:36:11.235966] [INFO ] [main      ] Progress: 322/426 forecasts completed (75.6%). PLPC finished in 0.7s. ETA: 17.6s. Rate: 354.01 forecasts/min
[2025-12-22T20:36:11.236179] [INFO ] [main      ] Fetching symbol history for GHRS...
[2025-12-22T20:36:11.236226] [DEBUG] [REMOTE    ] GHRS: Fetching historical data.
[2025-12-22T20:36:11.247434] [DEBUG] [REMOTE    ] GHRS: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:11.248400] [DEBUG] [LOCAL     ] Loaded configuration for GHRS: 4 features, N/A% accuracy
[2025-12-22T20:36:11.248457] [INFO ] [LOCAL     ] GHRS: Loaded 4 optimal features with 50.86% confidence from JSON config
[2025-12-22T20:36:11.248488] [DEBUG] [MAG       ] Building data for symbol: GHRS with lookback: 0
[2025-12-22T20:36:11.249432] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:36:11.249492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:36:11.250261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:36:11.251982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:36:11.253033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-22T20:36:11.254964] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:11.293838] [DEBUG] [MAG       ] PRME: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:11.327306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:36:11.329283] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:11.355245] [INFO ] [LOCAL     ] PRME: Saved forecast.
[2025-12-22T20:36:11.355312] [INFO ] [main      ] PRME: Signal=1 (Conf=90.0%), Magnitude=-6.85% (Conf=57.584%)
[2025-12-22T20:36:11.355745] [INFO ] [main      ] Progress: 323/426 forecasts completed (75.8%). PRME finished in 0.6s. ETA: 17.4s. Rate: 354.33 forecasts/min
[2025-12-22T20:36:11.355932] [INFO ] [main      ] Fetching symbol history for WNEB...
[2025-12-22T20:36:11.355980] [DEBUG] [REMOTE    ] WNEB: Fetching historical data.
[2025-12-22T20:36:11.367343] [DEBUG] [REMOTE    ] WNEB: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:11.368269] [DEBUG] [LOCAL     ] Loaded configuration for WNEB: 4 features, N/A% accuracy
[2025-12-22T20:36:11.368327] [INFO ] [LOCAL     ] WNEB: Loaded 4 optimal features with 43.15% confidence from JSON config
[2025-12-22T20:36:11.368395] [DEBUG] [MAG       ] Building data for symbol: WNEB with lookback: 0
[2025-12-22T20:36:11.369222] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:36:11.369284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:11.371326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:11.371911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:11.372359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:36:11.373185] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:11.520595] [DEBUG] [MAG       ] TRC: Last date is validated at 2025-12-22
[2025-12-22T20:36:11.590841] [DEBUG] [MAG       ] GHRS: Last date is validated at 2025-12-22
[2025-12-22T20:36:11.657035] [DEBUG] [MAG       ] BIAF: Last date is validated at 2025-12-22
[2025-12-22T20:36:11.685423] [DEBUG] [MAG       ] TRC: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:11.715390] [DEBUG] [MAG       ] WNEB: Last date is validated at 2025-12-22
[2025-12-22T20:36:11.755537] [INFO ] [LOCAL     ] TRC: Saved forecast.
[2025-12-22T20:36:11.755623] [INFO ] [main      ] TRC: Signal=1 (Conf=90.0%), Magnitude=-0.18% (Conf=64.291%)
[2025-12-22T20:36:11.755987] [INFO ] [main      ] Fetching symbol history for SKRE...
[2025-12-22T20:36:11.756039] [DEBUG] [REMOTE    ] SKRE: Fetching historical data.
[2025-12-22T20:36:11.757512] [DEBUG] [MAG       ] GHRS: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:11.757644] [INFO ] [main      ] Progress: 324/426 forecasts completed (76.1%). TRC finished in 0.6s. ETA: 17.3s. Rate: 352.84 forecasts/min
[2025-12-22T20:36:11.767951] [DEBUG] [REMOTE    ] SKRE: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:11.768864] [DEBUG] [LOCAL     ] Loaded configuration for SKRE: 9 features, N/A% accuracy
[2025-12-22T20:36:11.768921] [INFO ] [LOCAL     ] SKRE: Loaded 9 optimal features with 61.22% confidence from JSON config
[2025-12-22T20:36:11.768953] [DEBUG] [MAG       ] Building data for symbol: SKRE with lookback: 0
[2025-12-22T20:36:11.769779] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-22T20:36:11.769844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:11.771734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:11.772240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:11.772658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:36:11.773401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:36:11.774123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-22T20:36:11.820811] [DEBUG] [MAG       ] BIAF: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:11.844517] [INFO ] [LOCAL     ] GHRS: Saved forecast.
[2025-12-22T20:36:11.844598] [INFO ] [main      ] GHRS: Signal=1 (Conf=90.0%), Magnitude=-4.58% (Conf=50.8551%)
[2025-12-22T20:36:11.844762] [INFO ] [main      ] Fetching symbol history for HELE...
[2025-12-22T20:36:11.844804] [DEBUG] [REMOTE    ] HELE: Fetching historical data.
[2025-12-22T20:36:11.845900] [INFO ] [main      ] Progress: 325/426 forecasts completed (76.3%). GHRS finished in 0.6s. ETA: 17.1s. Rate: 353.36 forecasts/min
[2025-12-22T20:36:11.853287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-22T20:36:11.855493] [DEBUG] [REMOTE    ] HELE: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:11.855700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-22T20:36:11.856651] [DEBUG] [LOCAL     ] Loaded configuration for HELE: 3 features, N/A% accuracy
[2025-12-22T20:36:11.856704] [INFO ] [LOCAL     ] HELE: Loaded 3 optimal features with 55.36% confidence from JSON config
[2025-12-22T20:36:11.856734] [DEBUG] [MAG       ] Building data for symbol: HELE with lookback: 0
[2025-12-22T20:36:11.857378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-22T20:36:11.857489] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:36:11.857549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:11.858462] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:11.862290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-22T20:36:11.885356] [DEBUG] [MAG       ] WNEB: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:11.937606] [INFO ] [LOCAL     ] BIAF: Saved forecast.
[2025-12-22T20:36:11.937674] [INFO ] [main      ] BIAF: Signal=1 (Conf=90.0%), Magnitude=366.58% (Conf=49.213%)
[2025-12-22T20:36:11.938011] [INFO ] [main      ] Fetching symbol history for HRMY...
[2025-12-22T20:36:11.938060] [DEBUG] [REMOTE    ] HRMY: Fetching historical data.
[2025-12-22T20:36:11.938663] [INFO ] [main      ] Progress: 326/426 forecasts completed (76.5%). BIAF finished in 0.7s. ETA: 17.0s. Rate: 353.85 forecasts/min
[2025-12-22T20:36:11.940203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-22T20:36:11.941804] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:11.945099] [INFO ] [LOCAL     ] WNEB: Saved forecast.
[2025-12-22T20:36:11.945158] [INFO ] [main      ] WNEB: Signal=1 (Conf=90.0%), Magnitude=-0.46% (Conf=43.1452%)
[2025-12-22T20:36:11.945324] [INFO ] [main      ] Fetching symbol history for WB...
[2025-12-22T20:36:11.945367] [DEBUG] [REMOTE    ] WB: Fetching historical data.
[2025-12-22T20:36:11.946733] [INFO ] [main      ] Progress: 327/426 forecasts completed (76.8%). WNEB finished in 0.6s. ETA: 16.7s. Rate: 354.89 forecasts/min
[2025-12-22T20:36:11.950166] [DEBUG] [REMOTE    ] HRMY: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:11.951381] [DEBUG] [LOCAL     ] Loaded configuration for HRMY: 5 features, N/A% accuracy
[2025-12-22T20:36:11.951440] [INFO ] [LOCAL     ] HRMY: Loaded 5 optimal features with 61.39% confidence from JSON config
[2025-12-22T20:36:11.951470] [DEBUG] [MAG       ] Building data for symbol: HRMY with lookback: 0
[2025-12-22T20:36:11.952325] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:36:11.952387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:11.957103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:11.957443] [DEBUG] [REMOTE    ] WB: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:11.958658] [DEBUG] [LOCAL     ] Loaded configuration for WB: 5 features, N/A% accuracy
[2025-12-22T20:36:11.958718] [INFO ] [LOCAL     ] WB: Loaded 5 optimal features with 61.34% confidence from JSON config
[2025-12-22T20:36:11.958752] [DEBUG] [MAG       ] Building data for symbol: WB with lookback: 0
[2025-12-22T20:36:11.958857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:11.959376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:11.959672] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:36:11.959737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:11.959793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-22T20:36:11.960910] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:11.961432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:11.961971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:36:11.962903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-22T20:36:11.964468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-22T20:36:11.965606] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:12.199517] [DEBUG] [MAG       ] SKRE: Last date is validated at 2025-12-22
[2025-12-22T20:36:12.276234] [DEBUG] [MAG       ] HELE: Last date is validated at 2025-12-22
[2025-12-22T20:36:12.294558] [DEBUG] [MAG       ] HRMY: Last date is validated at 2025-12-22
[2025-12-22T20:36:12.298470] [DEBUG] [MAG       ] WB: Last date is validated at 2025-12-22
[2025-12-22T20:36:12.366360] [DEBUG] [MAG       ] SKRE: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:12.449141] [DEBUG] [MAG       ] HELE: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:12.450429] [INFO ] [LOCAL     ] SKRE: Saved forecast.
[2025-12-22T20:36:12.450498] [INFO ] [main      ] SKRE: Signal=1 (Conf=90.0%), Magnitude=-4.28% (Conf=61.2197%)
[2025-12-22T20:36:12.450873] [INFO ] [main      ] Fetching symbol history for ASML...
[2025-12-22T20:36:12.450923] [DEBUG] [REMOTE    ] ASML: Fetching historical data.
[2025-12-22T20:36:12.451663] [INFO ] [main      ] Progress: 328/426 forecasts completed (77.0%). SKRE finished in 0.7s. ETA: 16.7s. Rate: 352.75 forecasts/min
[2025-12-22T20:36:12.463256] [DEBUG] [REMOTE    ] ASML: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:12.464316] [DEBUG] [LOCAL     ] Loaded configuration for ASML: 4 features, N/A% accuracy
[2025-12-22T20:36:12.464374] [INFO ] [LOCAL     ] ASML: Loaded 4 optimal features with 48.39% confidence from JSON config
[2025-12-22T20:36:12.464408] [DEBUG] [MAG       ] Building data for symbol: ASML with lookback: 0
[2025-12-22T20:36:12.465244] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:36:12.465310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:12.465561] [DEBUG] [MAG       ] HRMY: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:12.467019] [DEBUG] [MAG       ] WB: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:12.470346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:36:12.544435] [INFO ] [LOCAL     ] HELE: Saved forecast.
[2025-12-22T20:36:12.544503] [INFO ] [main      ] HELE: Signal=1 (Conf=90.0%), Magnitude=-1.74% (Conf=55.3642%)
[2025-12-22T20:36:12.544685] [INFO ] [main      ] Fetching symbol history for BLZE...
[2025-12-22T20:36:12.544729] [DEBUG] [REMOTE    ] BLZE: Fetching historical data.
[2025-12-22T20:36:12.545913] [INFO ] [main      ] Progress: 329/426 forecasts completed (77.2%). HELE finished in 0.7s. ETA: 16.5s. Rate: 353.23 forecasts/min
[2025-12-22T20:36:12.551318] [INFO ] [LOCAL     ] HRMY: Saved forecast.
[2025-12-22T20:36:12.551384] [INFO ] [main      ] HRMY: Signal=1 (Conf=90.0%), Magnitude=0.16% (Conf=61.39%)
[2025-12-22T20:36:12.551766] [INFO ] [main      ] Fetching symbol history for NTB...
[2025-12-22T20:36:12.551817] [DEBUG] [REMOTE    ] NTB: Fetching historical data.
[2025-12-22T20:36:12.552640] [INFO ] [main      ] Progress: 330/426 forecasts completed (77.5%). HRMY finished in 0.6s. ETA: 16.3s. Rate: 354.26 forecasts/min
[2025-12-22T20:36:12.555508] [DEBUG] [REMOTE    ] BLZE: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:12.556497] [DEBUG] [LOCAL     ] Loaded configuration for BLZE: 4 features, N/A% accuracy
[2025-12-22T20:36:12.556545] [INFO ] [LOCAL     ] BLZE: Loaded 4 optimal features with 51.72% confidence from JSON config
[2025-12-22T20:36:12.556606] [DEBUG] [MAG       ] Building data for symbol: BLZE with lookback: 0
[2025-12-22T20:36:12.557517] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:36:12.557593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:12.562313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-22T20:36:12.563015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-22T20:36:12.563515] [DEBUG] [REMOTE    ] NTB: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:12.564035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-22T20:36:12.566563] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:12.566627] [DEBUG] [LOCAL     ] Loaded configuration for NTB: 2 features, N/A% accuracy
[2025-12-22T20:36:12.566693] [INFO ] [LOCAL     ] NTB: Loaded 2 optimal features with 47.83% confidence from JSON config
[2025-12-22T20:36:12.566725] [DEBUG] [MAG       ] Building data for symbol: NTB with lookback: 0
[2025-12-22T20:36:12.567533] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:36:12.567618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:12.574189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:36:12.576936] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:12.586754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-22T20:36:12.589931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-22T20:36:12.591079] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:12.597693] [INFO ] [LOCAL     ] WB: Saved forecast.
[2025-12-22T20:36:12.597755] [INFO ] [main      ] WB: Signal=1 (Conf=90.0%), Magnitude=-1.48% (Conf=61.3405%)
[2025-12-22T20:36:12.597913] [INFO ] [main      ] Fetching symbol history for STKL...
[2025-12-22T20:36:12.597957] [DEBUG] [REMOTE    ] STKL: Fetching historical data.
[2025-12-22T20:36:12.599630] [INFO ] [main      ] Progress: 331/426 forecasts completed (77.7%). WB finished in 0.7s. ETA: 16.1s. Rate: 355.03 forecasts/min
[2025-12-22T20:36:12.610709] [DEBUG] [REMOTE    ] STKL: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:12.611528] [DEBUG] [LOCAL     ] Loaded configuration for STKL: 8 features, N/A% accuracy
[2025-12-22T20:36:12.611597] [INFO ] [LOCAL     ] STKL: Loaded 8 optimal features with 52.91% confidence from JSON config
[2025-12-22T20:36:12.611631] [DEBUG] [MAG       ] Building data for symbol: STKL with lookback: 0
[2025-12-22T20:36:12.612394] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-22T20:36:12.612456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:12.617194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:12.618954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:12.619448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:12.619849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:36:12.726272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:36:12.728146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:36:12.776566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-22T20:36:12.850546] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:12.896654] [DEBUG] [MAG       ] BLZE: Last date is validated at 2025-12-22
[2025-12-22T20:36:12.917172] [DEBUG] [MAG       ] NTB: Last date is validated at 2025-12-22
[2025-12-22T20:36:12.924332] [DEBUG] [MAG       ] ASML: Last date is validated at 2025-12-22
[2025-12-22T20:36:13.061284] [DEBUG] [MAG       ] BLZE: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:13.086811] [DEBUG] [MAG       ] NTB: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:13.091008] [DEBUG] [MAG       ] ASML: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:13.131350] [INFO ] [LOCAL     ] BLZE: Saved forecast.
[2025-12-22T20:36:13.131424] [INFO ] [main      ] BLZE: Signal=1 (Conf=90.0%), Magnitude=-0.64% (Conf=51.7215%)
[2025-12-22T20:36:13.131781] [INFO ] [main      ] Progress: 332/426 forecasts completed (77.9%). BLZE finished in 0.6s. ETA: 16.0s. Rate: 352.75 forecasts/min
[2025-12-22T20:36:13.131903] [INFO ] [main      ] Fetching symbol history for KTB...
[2025-12-22T20:36:13.131945] [DEBUG] [REMOTE    ] KTB: Fetching historical data.
[2025-12-22T20:36:13.143589] [DEBUG] [REMOTE    ] KTB: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:13.144676] [DEBUG] [LOCAL     ] Loaded configuration for KTB: 7 features, N/A% accuracy
[2025-12-22T20:36:13.144728] [INFO ] [LOCAL     ] KTB: Loaded 7 optimal features with 48.39% confidence from JSON config
[2025-12-22T20:36:13.144759] [DEBUG] [MAG       ] Building data for symbol: KTB with lookback: 0
[2025-12-22T20:36:13.145497] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-22T20:36:13.145559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:13.147225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:13.147746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:36:13.148642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:36:13.151013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:36:13.165293] [INFO ] [LOCAL     ] NTB: Saved forecast.
[2025-12-22T20:36:13.165364] [INFO ] [main      ] NTB: Signal=1 (Conf=90.0%), Magnitude=-0.73% (Conf=47.8289%)
[2025-12-22T20:36:13.165761] [INFO ] [main      ] Fetching symbol history for JLL...
[2025-12-22T20:36:13.165815] [DEBUG] [REMOTE    ] JLL: Fetching historical data.
[2025-12-22T20:36:13.166656] [INFO ] [main      ] Progress: 333/426 forecasts completed (78.2%). NTB finished in 0.6s. ETA: 15.8s. Rate: 353.60 forecasts/min
[2025-12-22T20:36:13.177848] [DEBUG] [REMOTE    ] JLL: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:13.178694] [DEBUG] [LOCAL     ] Loaded configuration for JLL: 3 features, N/A% accuracy
[2025-12-22T20:36:13.178747] [INFO ] [LOCAL     ] JLL: Loaded 3 optimal features with 45.30% confidence from JSON config
[2025-12-22T20:36:13.178780] [DEBUG] [MAG       ] Building data for symbol: JLL with lookback: 0
[2025-12-22T20:36:13.180555] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:36:13.180733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:13.185770] [DEBUG] [MAG       ] STKL: Last date is validated at 2025-12-22
[2025-12-22T20:36:13.185951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:36:13.186810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-22T20:36:13.189534] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:13.260129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:36:13.261133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-22T20:36:13.261819] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:13.275463] [INFO ] [LOCAL     ] ASML: Saved forecast.
[2025-12-22T20:36:13.275527] [INFO ] [main      ] ASML: Signal=1 (Conf=90.0%), Magnitude=-0.27% (Conf=48.3918%)
[2025-12-22T20:36:13.275905] [INFO ] [main      ] Fetching symbol history for CHCO...
[2025-12-22T20:36:13.275956] [DEBUG] [REMOTE    ] CHCO: Fetching historical data.
[2025-12-22T20:36:13.276659] [INFO ] [main      ] Progress: 334/426 forecasts completed (78.4%). ASML finished in 0.8s. ETA: 15.6s. Rate: 353.97 forecasts/min
[2025-12-22T20:36:13.288138] [DEBUG] [REMOTE    ] CHCO: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:13.289235] [DEBUG] [LOCAL     ] Loaded configuration for CHCO: 5 features, N/A% accuracy
[2025-12-22T20:36:13.289286] [INFO ] [LOCAL     ] CHCO: Loaded 5 optimal features with 56.18% confidence from JSON config
[2025-12-22T20:36:13.289316] [DEBUG] [MAG       ] Building data for symbol: CHCO with lookback: 0
[2025-12-22T20:36:13.290111] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:36:13.290171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:36:13.291036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-22T20:36:13.291727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-22T20:36:13.292417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-22T20:36:13.296641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-22T20:36:13.298013] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:13.350507] [DEBUG] [MAG       ] STKL: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:13.413829] [INFO ] [LOCAL     ] STKL: Saved forecast.
[2025-12-22T20:36:13.413894] [INFO ] [main      ] STKL: Signal=1 (Conf=90.0%), Magnitude=-3.77% (Conf=52.909%)
[2025-12-22T20:36:13.414052] [INFO ] [main      ] Fetching symbol history for FCF...
[2025-12-22T20:36:13.414096] [DEBUG] [REMOTE    ] FCF: Fetching historical data.
[2025-12-22T20:36:13.415678] [INFO ] [main      ] Progress: 335/426 forecasts completed (78.6%). STKL finished in 0.8s. ETA: 15.4s. Rate: 354.16 forecasts/min
[2025-12-22T20:36:13.425908] [DEBUG] [REMOTE    ] FCF: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:13.426827] [DEBUG] [LOCAL     ] Loaded configuration for FCF: 5 features, N/A% accuracy
[2025-12-22T20:36:13.426881] [INFO ] [LOCAL     ] FCF: Loaded 5 optimal features with 57.25% confidence from JSON config
[2025-12-22T20:36:13.426912] [DEBUG] [MAG       ] Building data for symbol: FCF with lookback: 0
[2025-12-22T20:36:13.427698] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:36:13.427757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:13.432509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:13.434304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:13.434791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:36:13.472267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-22T20:36:13.473009] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:13.523629] [DEBUG] [MAG       ] JLL: Last date is validated at 2025-12-22
[2025-12-22T20:36:13.598062] [DEBUG] [MAG       ] KTB: Last date is validated at 2025-12-22
[2025-12-22T20:36:13.630178] [DEBUG] [MAG       ] CHCO: Last date is validated at 2025-12-22
[2025-12-22T20:36:13.697321] [DEBUG] [MAG       ] JLL: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:13.764244] [DEBUG] [MAG       ] KTB: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:13.795466] [DEBUG] [MAG       ] CHCO: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:13.809505] [DEBUG] [MAG       ] FCF: Last date is validated at 2025-12-22
[2025-12-22T20:36:13.819350] [INFO ] [LOCAL     ] JLL: Saved forecast.
[2025-12-22T20:36:13.819418] [INFO ] [main      ] JLL: Signal=1 (Conf=90.0%), Magnitude=1.61% (Conf=45.2981%)
[2025-12-22T20:36:13.819760] [INFO ] [main      ] Fetching symbol history for ERIE...
[2025-12-22T20:36:13.819812] [DEBUG] [REMOTE    ] ERIE: Fetching historical data.
[2025-12-22T20:36:13.820739] [INFO ] [main      ] Progress: 336/426 forecasts completed (78.9%). JLL finished in 0.7s. ETA: 15.3s. Rate: 352.70 forecasts/min
[2025-12-22T20:36:13.831485] [DEBUG] [REMOTE    ] ERIE: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:13.832458] [DEBUG] [LOCAL     ] Loaded configuration for ERIE: 3 features, N/A% accuracy
[2025-12-22T20:36:13.832510] [INFO ] [LOCAL     ] ERIE: Loaded 3 optimal features with 63.09% confidence from JSON config
[2025-12-22T20:36:13.832543] [DEBUG] [MAG       ] Building data for symbol: ERIE with lookback: 0
[2025-12-22T20:36:13.833343] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:36:13.833402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:36:13.834184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:36:13.875156] [INFO ] [LOCAL     ] KTB: Saved forecast.
[2025-12-22T20:36:13.875231] [INFO ] [main      ] KTB: Signal=1 (Conf=90.0%), Magnitude=4.76% (Conf=48.3931%)
[2025-12-22T20:36:13.875394] [INFO ] [main      ] Fetching symbol history for AMBA...
[2025-12-22T20:36:13.875437] [DEBUG] [REMOTE    ] AMBA: Fetching historical data.
[2025-12-22T20:36:13.876640] [INFO ] [main      ] Progress: 337/426 forecasts completed (79.1%). KTB finished in 0.7s. ETA: 15.1s. Rate: 353.40 forecasts/min
[2025-12-22T20:36:13.883540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-22T20:36:13.884953] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:13.885777] [DEBUG] [REMOTE    ] AMBA: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:13.886779] [DEBUG] [LOCAL     ] Loaded configuration for AMBA: 8 features, N/A% accuracy
[2025-12-22T20:36:13.886831] [INFO ] [LOCAL     ] AMBA: Loaded 8 optimal features with 55.15% confidence from JSON config
[2025-12-22T20:36:13.886863] [DEBUG] [MAG       ] Building data for symbol: AMBA with lookback: 0
[2025-12-22T20:36:13.887626] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-22T20:36:13.887689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:13.892401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:13.894151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:13.894640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:13.895027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:36:13.902434] [INFO ] [LOCAL     ] CHCO: Saved forecast.
[2025-12-22T20:36:13.902500] [INFO ] [main      ] CHCO: Signal=1 (Conf=90.0%), Magnitude=0.52% (Conf=56.1825%)
[2025-12-22T20:36:13.902896] [INFO ] [main      ] Progress: 338/426 forecasts completed (79.3%). CHCO finished in 0.6s. ETA: 14.9s. Rate: 354.29 forecasts/min
[2025-12-22T20:36:13.903029] [INFO ] [main      ] Fetching symbol history for DEA...
[2025-12-22T20:36:13.903073] [DEBUG] [REMOTE    ] DEA: Fetching historical data.
[2025-12-22T20:36:13.914835] [DEBUG] [REMOTE    ] DEA: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:13.915685] [DEBUG] [LOCAL     ] Loaded configuration for DEA: 3 features, N/A% accuracy
[2025-12-22T20:36:13.915744] [INFO ] [LOCAL     ] DEA: Loaded 3 optimal features with 47.78% confidence from JSON config
[2025-12-22T20:36:13.916122] [DEBUG] [MAG       ] Building data for symbol: DEA with lookback: 0
[2025-12-22T20:36:13.916967] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:36:13.917027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:13.918734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:13.919270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:13.919698] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:13.944880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-22T20:36:13.946789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-22T20:36:13.949148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-22T20:36:13.950797] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:13.982107] [DEBUG] [MAG       ] FCF: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:14.051713] [INFO ] [LOCAL     ] FCF: Saved forecast.
[2025-12-22T20:36:14.051777] [INFO ] [main      ] FCF: Signal=1 (Conf=90.0%), Magnitude=2.89% (Conf=57.251%)
[2025-12-22T20:36:14.052223] [INFO ] [main      ] Fetching symbol history for HSBC...
[2025-12-22T20:36:14.052274] [DEBUG] [REMOTE    ] HSBC: Fetching historical data.
[2025-12-22T20:36:14.052689] [INFO ] [main      ] Progress: 339/426 forecasts completed (79.6%). FCF finished in 0.6s. ETA: 14.7s. Rate: 354.41 forecasts/min
[2025-12-22T20:36:14.064060] [DEBUG] [REMOTE    ] HSBC: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:14.065036] [DEBUG] [LOCAL     ] Loaded configuration for HSBC: 2 features, N/A% accuracy
[2025-12-22T20:36:14.065099] [INFO ] [LOCAL     ] HSBC: Loaded 2 optimal features with 66.30% confidence from JSON config
[2025-12-22T20:36:14.065134] [DEBUG] [MAG       ] Building data for symbol: HSBC with lookback: 0
[2025-12-22T20:36:14.065910] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:36:14.065970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:14.070725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:36:14.122203] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:14.225637] [DEBUG] [MAG       ] ERIE: Last date is validated at 2025-12-22
[2025-12-22T20:36:14.256696] [DEBUG] [MAG       ] DEA: Last date is validated at 2025-12-22
[2025-12-22T20:36:14.288134] [DEBUG] [MAG       ] AMBA: Last date is validated at 2025-12-22
[2025-12-22T20:36:14.394462] [DEBUG] [MAG       ] ERIE: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:14.424639] [DEBUG] [MAG       ] DEA: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:14.453238] [DEBUG] [MAG       ] HSBC: Last date is validated at 2025-12-22
[2025-12-22T20:36:14.454175] [DEBUG] [MAG       ] AMBA: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:14.491043] [INFO ] [LOCAL     ] DEA: Saved forecast.
[2025-12-22T20:36:14.491111] [INFO ] [main      ] DEA: Signal=1 (Conf=90.0%), Magnitude=0.39% (Conf=47.7839%)
[2025-12-22T20:36:14.491594] [INFO ] [main      ] Progress: 340/426 forecasts completed (79.8%). DEA finished in 0.6s. ETA: 14.6s. Rate: 352.76 forecasts/min
[2025-12-22T20:36:14.491753] [INFO ] [main      ] Fetching symbol history for NATH...
[2025-12-22T20:36:14.491797] [DEBUG] [REMOTE    ] NATH: Fetching historical data.
[2025-12-22T20:36:14.503236] [DEBUG] [REMOTE    ] NATH: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:14.504212] [DEBUG] [LOCAL     ] Loaded configuration for NATH: 3 features, N/A% accuracy
[2025-12-22T20:36:14.504263] [INFO ] [LOCAL     ] NATH: Loaded 3 optimal features with 58.58% confidence from JSON config
[2025-12-22T20:36:14.504295] [DEBUG] [MAG       ] Building data for symbol: NATH with lookback: 0
[2025-12-22T20:36:14.505089] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:36:14.505159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:36:14.543754] [INFO ] [LOCAL     ] ERIE: Saved forecast.
[2025-12-22T20:36:14.543909] [INFO ] [main      ] ERIE: Signal=1 (Conf=90.0%), Magnitude=0.39% (Conf=63.0898%)
[2025-12-22T20:36:14.544305] [INFO ] [main      ] Fetching symbol history for CCNE...
[2025-12-22T20:36:14.544358] [DEBUG] [REMOTE    ] CCNE: Fetching historical data.
[2025-12-22T20:36:14.545650] [INFO ] [main      ] Progress: 341/426 forecasts completed (80.0%). ERIE finished in 0.7s. ETA: 14.4s. Rate: 353.46 forecasts/min
[2025-12-22T20:36:14.556537] [DEBUG] [REMOTE    ] CCNE: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:14.557420] [DEBUG] [LOCAL     ] Loaded configuration for CCNE: 3 features, N/A% accuracy
[2025-12-22T20:36:14.557480] [INFO ] [LOCAL     ] CCNE: Loaded 3 optimal features with 54.34% confidence from JSON config
[2025-12-22T20:36:14.557514] [DEBUG] [MAG       ] Building data for symbol: CCNE with lookback: 0
[2025-12-22T20:36:14.558391] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:36:14.558461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:14.560272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:14.560837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:14.561247] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:14.570682] [INFO ] [LOCAL     ] AMBA: Saved forecast.
[2025-12-22T20:36:14.570760] [INFO ] [main      ] AMBA: Signal=1 (Conf=90.0%), Magnitude=4.93% (Conf=55.1466%)
[2025-12-22T20:36:14.570961] [INFO ] [main      ] Fetching symbol history for PMVP...
[2025-12-22T20:36:14.571013] [DEBUG] [REMOTE    ] PMVP: Fetching historical data.
[2025-12-22T20:36:14.573660] [INFO ] [main      ] Progress: 342/426 forecasts completed (80.3%). AMBA finished in 0.7s. ETA: 14.2s. Rate: 354.33 forecasts/min
[2025-12-22T20:36:14.582786] [DEBUG] [REMOTE    ] PMVP: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:14.583458] [DEBUG] [LOCAL     ] Loaded configuration for PMVP: 7 features, N/A% accuracy
[2025-12-22T20:36:14.583509] [INFO ] [LOCAL     ] PMVP: Loaded 7 optimal features with 34.01% confidence from JSON config
[2025-12-22T20:36:14.583541] [DEBUG] [MAG       ] Building data for symbol: PMVP with lookback: 0
[2025-12-22T20:36:14.584365] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-22T20:36:14.584427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:14.589426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:14.591277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:14.591801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:14.592211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:36:14.593002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-22T20:36:14.593666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-22T20:36:14.596369] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:14.613297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:36:14.614161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-22T20:36:14.620439] [DEBUG] [MAG       ] HSBC: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:14.686872] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:14.712590] [INFO ] [LOCAL     ] HSBC: Saved forecast.
[2025-12-22T20:36:14.712994] [INFO ] [main      ] HSBC: Signal=1 (Conf=90.0%), Magnitude=1.20% (Conf=66.3005%)
[2025-12-22T20:36:14.713354] [INFO ] [main      ] Fetching symbol history for MNSO...
[2025-12-22T20:36:14.713456] [DEBUG] [REMOTE    ] MNSO: Fetching historical data.
[2025-12-22T20:36:14.713624] [INFO ] [main      ] Progress: 343/426 forecasts completed (80.5%). HSBC finished in 0.7s. ETA: 14.0s. Rate: 354.51 forecasts/min
[2025-12-22T20:36:14.727281] [DEBUG] [REMOTE    ] MNSO: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:14.728217] [DEBUG] [LOCAL     ] Loaded configuration for MNSO: 4 features, N/A% accuracy
[2025-12-22T20:36:14.728274] [INFO ] [LOCAL     ] MNSO: Loaded 4 optimal features with 48.48% confidence from JSON config
[2025-12-22T20:36:14.728306] [DEBUG] [MAG       ] Building data for symbol: MNSO with lookback: 0
[2025-12-22T20:36:14.729174] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:36:14.729234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:14.734050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-22T20:36:14.735471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-22T20:36:14.738184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-22T20:36:14.743698] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:14.928695] [DEBUG] [MAG       ] PMVP: Last date is validated at 2025-12-22
[2025-12-22T20:36:14.991315] [DEBUG] [MAG       ] CCNE: Last date is validated at 2025-12-22
[2025-12-22T20:36:15.018788] [DEBUG] [MAG       ] NATH: Last date is validated at 2025-12-22
[2025-12-22T20:36:15.084169] [DEBUG] [MAG       ] MNSO: Last date is validated at 2025-12-22
[2025-12-22T20:36:15.097891] [DEBUG] [MAG       ] PMVP: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:15.158934] [INFO ] [LOCAL     ] PMVP: Saved forecast.
[2025-12-22T20:36:15.159019] [INFO ] [main      ] PMVP: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=34.0092%)
[2025-12-22T20:36:15.159388] [INFO ] [main      ] Progress: 344/426 forecasts completed (80.8%). PMVP finished in 0.6s. ETA: 13.9s. Rate: 352.83 forecasts/min
[2025-12-22T20:36:15.159507] [INFO ] [main      ] Fetching symbol history for DOCN...
[2025-12-22T20:36:15.159548] [DEBUG] [REMOTE    ] DOCN: Fetching historical data.
[2025-12-22T20:36:15.171496] [DEBUG] [REMOTE    ] DOCN: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:15.172598] [DEBUG] [LOCAL     ] Loaded configuration for DOCN: 6 features, N/A% accuracy
[2025-12-22T20:36:15.172650] [INFO ] [LOCAL     ] DOCN: Loaded 6 optimal features with 46.68% confidence from JSON config
[2025-12-22T20:36:15.172681] [DEBUG] [MAG       ] Building data for symbol: DOCN with lookback: 0
[2025-12-22T20:36:15.173442] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:36:15.173505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:15.175186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:15.175720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-22T20:36:15.176788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-22T20:36:15.178446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-22T20:36:15.179509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-22T20:36:15.180183] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:15.186465] [DEBUG] [MAG       ] CCNE: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:15.191797] [DEBUG] [MAG       ] NATH: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:15.256691] [DEBUG] [MAG       ] MNSO: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:15.262234] [INFO ] [LOCAL     ] CCNE: Saved forecast.
[2025-12-22T20:36:15.262305] [INFO ] [main      ] CCNE: Signal=1 (Conf=90.0%), Magnitude=1.25% (Conf=54.3409%)
[2025-12-22T20:36:15.262701] [INFO ] [main      ] Fetching symbol history for CPNG...
[2025-12-22T20:36:15.262754] [DEBUG] [REMOTE    ] CPNG: Fetching historical data.
[2025-12-22T20:36:15.264616] [INFO ] [main      ] Progress: 345/426 forecasts completed (81.0%). CCNE finished in 0.7s. ETA: 13.8s. Rate: 353.22 forecasts/min
[2025-12-22T20:36:15.276905] [DEBUG] [REMOTE    ] CPNG: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:15.277871] [DEBUG] [LOCAL     ] Loaded configuration for CPNG: 5 features, N/A% accuracy
[2025-12-22T20:36:15.277930] [INFO ] [LOCAL     ] CPNG: Loaded 5 optimal features with 59.36% confidence from JSON config
[2025-12-22T20:36:15.277973] [DEBUG] [MAG       ] Building data for symbol: CPNG with lookback: 0
[2025-12-22T20:36:15.278801] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:36:15.278863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:15.284675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:15.286706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:15.287219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:36:15.288113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-22T20:36:15.288859] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:15.296295] [INFO ] [LOCAL     ] NATH: Saved forecast.
[2025-12-22T20:36:15.296358] [INFO ] [main      ] NATH: Signal=1 (Conf=90.0%), Magnitude=-2.92% (Conf=58.5755%)
[2025-12-22T20:36:15.296710] [INFO ] [main      ] Progress: 346/426 forecasts completed (81.2%). NATH finished in 0.8s. ETA: 13.6s. Rate: 354.05 forecasts/min
[2025-12-22T20:36:15.296831] [INFO ] [main      ] Fetching symbol history for LPTH...
[2025-12-22T20:36:15.296872] [DEBUG] [REMOTE    ] LPTH: Fetching historical data.
[2025-12-22T20:36:15.308186] [DEBUG] [REMOTE    ] LPTH: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:15.309375] [DEBUG] [LOCAL     ] Loaded configuration for LPTH: 4 features, N/A% accuracy
[2025-12-22T20:36:15.309427] [INFO ] [LOCAL     ] LPTH: Loaded 4 optimal features with 67.22% confidence from JSON config
[2025-12-22T20:36:15.309457] [DEBUG] [MAG       ] Building data for symbol: LPTH with lookback: 0
[2025-12-22T20:36:15.310254] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:36:15.310315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:15.315143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:36:15.317772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:36:15.318533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-22T20:36:15.320521] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:15.349071] [INFO ] [LOCAL     ] MNSO: Saved forecast.
[2025-12-22T20:36:15.349145] [INFO ] [main      ] MNSO: Signal=1 (Conf=90.0%), Magnitude=3.11% (Conf=48.4808%)
[2025-12-22T20:36:15.349546] [INFO ] [main      ] Fetching symbol history for GOOS...
[2025-12-22T20:36:15.349613] [DEBUG] [REMOTE    ] GOOS: Fetching historical data.
[2025-12-22T20:36:15.349666] [INFO ] [main      ] Progress: 347/426 forecasts completed (81.5%). MNSO finished in 0.6s. ETA: 13.4s. Rate: 354.76 forecasts/min
[2025-12-22T20:36:15.362518] [DEBUG] [REMOTE    ] GOOS: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:15.363676] [DEBUG] [LOCAL     ] Loaded configuration for GOOS: 5 features, N/A% accuracy
[2025-12-22T20:36:15.363735] [INFO ] [LOCAL     ] GOOS: Loaded 5 optimal features with 63.93% confidence from JSON config
[2025-12-22T20:36:15.363767] [DEBUG] [MAG       ] Building data for symbol: GOOS with lookback: 0
[2025-12-22T20:36:15.364759] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:36:15.364819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:36:15.365524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-22T20:36:15.367288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-22T20:36:15.370391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-22T20:36:15.371615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-22T20:36:15.372916] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:15.520088] [DEBUG] [MAG       ] DOCN: Last date is validated at 2025-12-22
[2025-12-22T20:36:15.651234] [DEBUG] [MAG       ] CPNG: Last date is validated at 2025-12-22
[2025-12-22T20:36:15.660900] [DEBUG] [MAG       ] LPTH: Last date is validated at 2025-12-22
[2025-12-22T20:36:15.694677] [DEBUG] [MAG       ] DOCN: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:15.710544] [DEBUG] [MAG       ] GOOS: Last date is validated at 2025-12-22
[2025-12-22T20:36:15.795071] [INFO ] [LOCAL     ] DOCN: Saved forecast.
[2025-12-22T20:36:15.795149] [INFO ] [main      ] DOCN: Signal=1 (Conf=90.0%), Magnitude=-2.15% (Conf=46.68%)
[2025-12-22T20:36:15.795525] [INFO ] [main      ] Fetching symbol history for GLBS...
[2025-12-22T20:36:15.795589] [DEBUG] [REMOTE    ] GLBS: Fetching historical data.
[2025-12-22T20:36:15.796915] [INFO ] [main      ] Progress: 348/426 forecasts completed (81.7%). DOCN finished in 0.6s. ETA: 13.3s. Rate: 353.09 forecasts/min
[2025-12-22T20:36:15.807117] [DEBUG] [REMOTE    ] GLBS: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:15.808136] [DEBUG] [LOCAL     ] Loaded configuration for GLBS: 6 features, N/A% accuracy
[2025-12-22T20:36:15.808191] [INFO ] [LOCAL     ] GLBS: Loaded 6 optimal features with 23.87% confidence from JSON config
[2025-12-22T20:36:15.808224] [DEBUG] [MAG       ] Building data for symbol: GLBS with lookback: 0
[2025-12-22T20:36:15.809088] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:36:15.809152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:15.811005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:15.811558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:15.811981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-22T20:36:15.813992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-22T20:36:15.816506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-22T20:36:15.818076] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:15.836939] [DEBUG] [MAG       ] CPNG: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:15.842072] [DEBUG] [MAG       ] LPTH: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:15.898958] [DEBUG] [MAG       ] GOOS: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:15.919221] [INFO ] [LOCAL     ] LPTH: Saved forecast.
[2025-12-22T20:36:15.919288] [INFO ] [main      ] LPTH: Signal=1 (Conf=90.0%), Magnitude=18.24% (Conf=67.2233%)
[2025-12-22T20:36:15.919843] [INFO ] [main      ] Fetching symbol history for DORM...
[2025-12-22T20:36:15.919893] [DEBUG] [REMOTE    ] DORM: Fetching historical data.
[2025-12-22T20:36:15.919922] [INFO ] [main      ] Progress: 349/426 forecasts completed (81.9%). LPTH finished in 0.6s. ETA: 13.1s. Rate: 353.37 forecasts/min
[2025-12-22T20:36:15.923942] [INFO ] [LOCAL     ] CPNG: Saved forecast.
[2025-12-22T20:36:15.924011] [INFO ] [main      ] CPNG: Signal=1 (Conf=90.0%), Magnitude=4.58% (Conf=59.3556%)
[2025-12-22T20:36:15.924418] [INFO ] [main      ] Fetching symbol history for DRMA...
[2025-12-22T20:36:15.924487] [DEBUG] [REMOTE    ] DRMA: Fetching historical data.
[2025-12-22T20:36:15.925626] [INFO ] [main      ] Progress: 350/426 forecasts completed (82.2%). CPNG finished in 0.7s. ETA: 12.9s. Rate: 354.35 forecasts/min
[2025-12-22T20:36:15.933618] [DEBUG] [REMOTE    ] DORM: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:15.934864] [DEBUG] [LOCAL     ] Loaded configuration for DORM: 6 features, N/A% accuracy
[2025-12-22T20:36:15.934916] [INFO ] [LOCAL     ] DORM: Loaded 6 optimal features with 63.38% confidence from JSON config
[2025-12-22T20:36:15.934963] [DEBUG] [MAG       ] Building data for symbol: DORM with lookback: 0
[2025-12-22T20:36:15.935951] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:36:15.936013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:15.937696] [DEBUG] [REMOTE    ] DRMA: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:15.937955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:15.938693] [DEBUG] [LOCAL     ] Loaded configuration for DRMA: 4 features, N/A% accuracy
[2025-12-22T20:36:15.938751] [INFO ] [LOCAL     ] DRMA: Loaded 4 optimal features with 57.17% confidence from JSON config
[2025-12-22T20:36:15.938737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:15.938785] [DEBUG] [MAG       ] Building data for symbol: DRMA with lookback: 0
[2025-12-22T20:36:15.939219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:15.939789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-22T20:36:15.939841] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:36:15.939904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:15.940624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-22T20:36:15.941829] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:15.945381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:15.947872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:15.948377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-22T20:36:15.950056] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:15.975761] [INFO ] [LOCAL     ] GOOS: Saved forecast.
[2025-12-22T20:36:15.975828] [INFO ] [main      ] GOOS: Signal=1 (Conf=90.0%), Magnitude=1.93% (Conf=63.9339%)
[2025-12-22T20:36:15.976185] [INFO ] [main      ] Fetching symbol history for MLAB...
[2025-12-22T20:36:15.976422] [DEBUG] [REMOTE    ] MLAB: Fetching historical data.
[2025-12-22T20:36:15.976660] [INFO ] [main      ] Progress: 351/426 forecasts completed (82.4%). GOOS finished in 0.6s. ETA: 12.7s. Rate: 355.05 forecasts/min
[2025-12-22T20:36:15.988902] [DEBUG] [REMOTE    ] MLAB: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:15.990171] [DEBUG] [LOCAL     ] Loaded configuration for MLAB: 4 features, N/A% accuracy
[2025-12-22T20:36:15.990225] [INFO ] [LOCAL     ] MLAB: Loaded 4 optimal features with 44.57% confidence from JSON config
[2025-12-22T20:36:15.990256] [DEBUG] [MAG       ] Building data for symbol: MLAB with lookback: 0
[2025-12-22T20:36:15.991052] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:36:15.991113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:36:15.992000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:36:16.111417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:36:16.112657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-22T20:36:16.113945] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:16.189258] [DEBUG] [MAG       ] GLBS: Last date is validated at 2025-12-22
[2025-12-22T20:36:16.292771] [DEBUG] [MAG       ] DORM: Last date is validated at 2025-12-22
[2025-12-22T20:36:16.321519] [DEBUG] [MAG       ] DRMA: Last date is validated at 2025-12-22
[2025-12-22T20:36:16.371005] [DEBUG] [MAG       ] GLBS: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:16.435816] [INFO ] [LOCAL     ] GLBS: Saved forecast.
[2025-12-22T20:36:16.435887] [INFO ] [main      ] GLBS: Signal=1 (Conf=90.0%), Magnitude=0.45% (Conf=23.8657%)
[2025-12-22T20:36:16.436051] [INFO ] [main      ] Fetching symbol history for PAGS...
[2025-12-22T20:36:16.436095] [DEBUG] [REMOTE    ] PAGS: Fetching historical data.
[2025-12-22T20:36:16.436886] [INFO ] [main      ] Progress: 352/426 forecasts completed (82.6%). GLBS finished in 0.6s. ETA: 12.6s. Rate: 353.32 forecasts/min
[2025-12-22T20:36:16.449275] [DEBUG] [REMOTE    ] PAGS: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:16.450496] [DEBUG] [LOCAL     ] Loaded configuration for PAGS: 3 features, N/A% accuracy
[2025-12-22T20:36:16.450548] [INFO ] [LOCAL     ] PAGS: Loaded 3 optimal features with 47.31% confidence from JSON config
[2025-12-22T20:36:16.450602] [DEBUG] [MAG       ] Building data for symbol: PAGS with lookback: 0
[2025-12-22T20:36:16.451376] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:36:16.451435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:16.453112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:16.453833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:36:16.462389] [DEBUG] [MAG       ] MLAB: Last date is validated at 2025-12-22
[2025-12-22T20:36:16.466078] [DEBUG] [MAG       ] DORM: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:16.507418] [DEBUG] [MAG       ] DRMA: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:16.568905] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:16.586638] [INFO ] [LOCAL     ] DRMA: Saved forecast.
[2025-12-22T20:36:16.586708] [INFO ] [main      ] DRMA: Signal=1 (Conf=90.0%), Magnitude=-4.56% (Conf=57.1727%)
[2025-12-22T20:36:16.587061] [INFO ] [main      ] Fetching symbol history for GDC...
[2025-12-22T20:36:16.587112] [DEBUG] [REMOTE    ] GDC: Fetching historical data.
[2025-12-22T20:36:16.587672] [INFO ] [main      ] Progress: 353/426 forecasts completed (82.9%). DRMA finished in 0.7s. ETA: 12.4s. Rate: 353.43 forecasts/min
[2025-12-22T20:36:16.599327] [DEBUG] [REMOTE    ] GDC: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:16.600377] [DEBUG] [LOCAL     ] Loaded configuration for GDC: 3 features, N/A% accuracy
[2025-12-22T20:36:16.600428] [INFO ] [LOCAL     ] GDC: Loaded 3 optimal features with 65.09% confidence from JSON config
[2025-12-22T20:36:16.600461] [DEBUG] [MAG       ] Building data for symbol: GDC with lookback: 0
[2025-12-22T20:36:16.601336] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:36:16.601410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:16.607220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:36:16.608521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:36:16.635217] [DEBUG] [MAG       ] MLAB: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:16.654904] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:16.743963] [INFO ] [LOCAL     ] DORM: Saved forecast.
[2025-12-22T20:36:16.744029] [INFO ] [main      ] DORM: Signal=1 (Conf=90.0%), Magnitude=-2.32% (Conf=63.3836%)
[2025-12-22T20:36:16.744421] [INFO ] [main      ] Fetching symbol history for IRMD...
[2025-12-22T20:36:16.744487] [DEBUG] [REMOTE    ] IRMD: Fetching historical data.
[2025-12-22T20:36:16.744664] [INFO ] [main      ] Progress: 354/426 forecasts completed (83.1%). DORM finished in 0.8s. ETA: 12.2s. Rate: 353.51 forecasts/min
[2025-12-22T20:36:16.748802] [INFO ] [LOCAL     ] MLAB: Saved forecast.
[2025-12-22T20:36:16.748868] [INFO ] [main      ] MLAB: Signal=1 (Conf=90.0%), Magnitude=-2.90% (Conf=44.5659%)
[2025-12-22T20:36:16.749289] [INFO ] [main      ] Fetching symbol history for FIZZ...
[2025-12-22T20:36:16.749340] [DEBUG] [REMOTE    ] FIZZ: Fetching historical data.
[2025-12-22T20:36:16.750637] [INFO ] [main      ] Progress: 355/426 forecasts completed (83.3%). MLAB finished in 0.8s. ETA: 12.0s. Rate: 354.47 forecasts/min
[2025-12-22T20:36:16.757490] [DEBUG] [REMOTE    ] IRMD: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:16.758831] [DEBUG] [LOCAL     ] Loaded configuration for IRMD: 3 features, N/A% accuracy
[2025-12-22T20:36:16.758885] [INFO ] [LOCAL     ] IRMD: Loaded 3 optimal features with 48.48% confidence from JSON config
[2025-12-22T20:36:16.758918] [DEBUG] [MAG       ] Building data for symbol: IRMD with lookback: 0
[2025-12-22T20:36:16.759974] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:36:16.760035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:16.761628] [DEBUG] [REMOTE    ] FIZZ: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:16.762698] [DEBUG] [LOCAL     ] Loaded configuration for FIZZ: 7 features, N/A% accuracy
[2025-12-22T20:36:16.762756] [INFO ] [LOCAL     ] FIZZ: Loaded 7 optimal features with 52.48% confidence from JSON config
[2025-12-22T20:36:16.762788] [DEBUG] [MAG       ] Building data for symbol: FIZZ with lookback: 0
[2025-12-22T20:36:16.763771] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-22T20:36:16.763833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:36:16.764759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:16.765883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-22T20:36:16.766396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:16.766619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-22T20:36:16.766931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-22T20:36:16.768003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-22T20:36:16.768346] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:16.769667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-22T20:36:16.770752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-22T20:36:16.771432] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:16.927362] [DEBUG] [MAG       ] PAGS: Last date is validated at 2025-12-22
[2025-12-22T20:36:17.024509] [DEBUG] [MAG       ] GDC: Last date is validated at 2025-12-22
[2025-12-22T20:36:17.101186] [DEBUG] [MAG       ] PAGS: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:17.107125] [DEBUG] [MAG       ] FIZZ: Last date is validated at 2025-12-22
[2025-12-22T20:36:17.116817] [DEBUG] [MAG       ] IRMD: Last date is validated at 2025-12-22
[2025-12-22T20:36:17.163809] [INFO ] [LOCAL     ] PAGS: Saved forecast.
[2025-12-22T20:36:17.163879] [INFO ] [main      ] PAGS: Signal=1 (Conf=90.0%), Magnitude=-0.78% (Conf=47.3066%)
[2025-12-22T20:36:17.164221] [INFO ] [main      ] Fetching symbol history for RBLX...
[2025-12-22T20:36:17.164272] [DEBUG] [REMOTE    ] RBLX: Fetching historical data.
[2025-12-22T20:36:17.165136] [INFO ] [main      ] Progress: 356/426 forecasts completed (83.6%). PAGS finished in 0.7s. ETA: 11.9s. Rate: 353.04 forecasts/min
[2025-12-22T20:36:17.176159] [DEBUG] [REMOTE    ] RBLX: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:17.177265] [DEBUG] [LOCAL     ] Loaded configuration for RBLX: 2 features, N/A% accuracy
[2025-12-22T20:36:17.177323] [INFO ] [LOCAL     ] RBLX: Loaded 2 optimal features with 63.92% confidence from JSON config
[2025-12-22T20:36:17.177355] [DEBUG] [MAG       ] Building data for symbol: RBLX with lookback: 0
[2025-12-22T20:36:17.178238] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:36:17.178300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:17.183340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-22T20:36:17.197670] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:17.203639] [DEBUG] [MAG       ] GDC: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:17.273925] [INFO ] [LOCAL     ] GDC: Saved forecast.
[2025-12-22T20:36:17.274007] [INFO ] [main      ] GDC: Signal=1 (Conf=90.0%), Magnitude=50.01% (Conf=65.0909%)
[2025-12-22T20:36:17.274395] [INFO ] [main      ] Fetching symbol history for AMLX...
[2025-12-22T20:36:17.274453] [DEBUG] [REMOTE    ] AMLX: Fetching historical data.
[2025-12-22T20:36:17.274660] [INFO ] [main      ] Progress: 357/426 forecasts completed (83.8%). GDC finished in 0.7s. ETA: 11.7s. Rate: 353.39 forecasts/min
[2025-12-22T20:36:17.275114] [DEBUG] [MAG       ] FIZZ: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:17.286762] [DEBUG] [REMOTE    ] AMLX: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:17.288041] [DEBUG] [LOCAL     ] Loaded configuration for AMLX: 4 features, N/A% accuracy
[2025-12-22T20:36:17.288106] [INFO ] [LOCAL     ] AMLX: Loaded 4 optimal features with 61.30% confidence from JSON config
[2025-12-22T20:36:17.288139] [DEBUG] [MAG       ] Building data for symbol: AMLX with lookback: 0
[2025-12-22T20:36:17.288309] [DEBUG] [MAG       ] IRMD: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:17.289137] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:36:17.289205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:17.291052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:17.291660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-22T20:36:17.293796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-22T20:36:17.295134] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:17.358872] [INFO ] [LOCAL     ] FIZZ: Saved forecast.
[2025-12-22T20:36:17.358940] [INFO ] [main      ] FIZZ: Signal=1 (Conf=90.0%), Magnitude=-1.36% (Conf=52.4799%)
[2025-12-22T20:36:17.359379] [INFO ] [main      ] Fetching symbol history for TXN...
[2025-12-22T20:36:17.359433] [DEBUG] [REMOTE    ] TXN: Fetching historical data.
[2025-12-22T20:36:17.360678] [INFO ] [main      ] Progress: 358/426 forecasts completed (84.0%). FIZZ finished in 0.6s. ETA: 11.5s. Rate: 353.88 forecasts/min
[2025-12-22T20:36:17.371832] [DEBUG] [REMOTE    ] TXN: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:17.373131] [DEBUG] [LOCAL     ] Loaded configuration for TXN: 11 features, N/A% accuracy
[2025-12-22T20:36:17.373191] [INFO ] [LOCAL     ] TXN: Loaded 11 optimal features with 59.88% confidence from JSON config
[2025-12-22T20:36:17.373225] [DEBUG] [MAG       ] Building data for symbol: TXN with lookback: 0
[2025-12-22T20:36:17.374053] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-22T20:36:17.374119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:36:17.376951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:36:17.378001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-22T20:36:17.380882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-22T20:36:17.382241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-22T20:36:17.385255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-22T20:36:17.388057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:17.389926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:17.390435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-22T20:36:17.391540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-22T20:36:17.393635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-22T20:36:17.395888] [INFO ] [LOCAL     ] IRMD: Saved forecast.
[2025-12-22T20:36:17.395950] [INFO ] [main      ] IRMD: Signal=1 (Conf=90.0%), Magnitude=0.46% (Conf=48.4788%)
[2025-12-22T20:36:17.396336] [INFO ] [main      ] Progress: 359/426 forecasts completed (84.3%). IRMD finished in 0.7s. ETA: 11.3s. Rate: 354.66 forecasts/min
[2025-12-22T20:36:17.396455] [INFO ] [main      ] Fetching symbol history for PHUN...
[2025-12-22T20:36:17.396496] [DEBUG] [REMOTE    ] PHUN: Fetching historical data.
[2025-12-22T20:36:17.400244] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:17.408115] [DEBUG] [REMOTE    ] PHUN: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:17.409355] [DEBUG] [LOCAL     ] Loaded configuration for PHUN: 6 features, N/A% accuracy
[2025-12-22T20:36:17.409747] [INFO ] [LOCAL     ] PHUN: Loaded 6 optimal features with 61.96% confidence from JSON config
[2025-12-22T20:36:17.409781] [DEBUG] [MAG       ] Building data for symbol: PHUN with lookback: 0
[2025-12-22T20:36:17.410590] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:36:17.410651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:17.415412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:36:17.416243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-22T20:36:17.417526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-22T20:36:17.419625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-22T20:36:17.420417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-22T20:36:17.422219] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:17.540153] [DEBUG] [MAG       ] RBLX: Last date is validated at 2025-12-22
[2025-12-22T20:36:17.661930] [DEBUG] [MAG       ] AMLX: Last date is validated at 2025-12-22
[2025-12-22T20:36:17.713837] [DEBUG] [MAG       ] RBLX: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:17.733273] [DEBUG] [MAG       ] TXN: Last date is validated at 2025-12-22
[2025-12-22T20:36:17.824059] [INFO ] [LOCAL     ] RBLX: Saved forecast.
[2025-12-22T20:36:17.824134] [INFO ] [main      ] RBLX: Signal=1 (Conf=90.0%), Magnitude=1.19% (Conf=63.9205%)
[2025-12-22T20:36:17.824320] [INFO ] [main      ] Fetching symbol history for UBND...
[2025-12-22T20:36:17.824364] [DEBUG] [REMOTE    ] UBND: Fetching historical data.
[2025-12-22T20:36:17.825010] [INFO ] [main      ] Progress: 360/426 forecasts completed (84.5%). RBLX finished in 0.7s. ETA: 11.2s. Rate: 353.15 forecasts/min
[2025-12-22T20:36:17.830692] [DEBUG] [MAG       ] PHUN: Last date is validated at 2025-12-22
[2025-12-22T20:36:17.835521] [DEBUG] [REMOTE    ] UBND: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:17.837461] [DEBUG] [LOCAL     ] Loaded configuration for UBND: 6 features, N/A% accuracy
[2025-12-22T20:36:17.837513] [INFO ] [LOCAL     ] UBND: Loaded 6 optimal features with 41.99% confidence from JSON config
[2025-12-22T20:36:17.837544] [DEBUG] [MAG       ] Building data for symbol: UBND with lookback: 0
[2025-12-22T20:36:17.838327] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:36:17.838388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:36:17.839288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:36:17.840648] [DEBUG] [MAG       ] AMLX: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:17.841750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:36:17.843422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:36:17.844642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-22T20:36:17.845258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-22T20:36:17.848052] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:17.898988] [DEBUG] [MAG       ] TXN: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:17.912133] [INFO ] [LOCAL     ] AMLX: Saved forecast.
[2025-12-22T20:36:17.912209] [INFO ] [main      ] AMLX: Signal=1 (Conf=90.0%), Magnitude=-0.15% (Conf=61.2954%)
[2025-12-22T20:36:17.912641] [INFO ] [main      ] Fetching symbol history for IPGP...
[2025-12-22T20:36:17.912697] [DEBUG] [REMOTE    ] IPGP: Fetching historical data.
[2025-12-22T20:36:17.912672] [INFO ] [main      ] Progress: 361/426 forecasts completed (84.7%). AMLX finished in 0.6s. ETA: 11.0s. Rate: 353.63 forecasts/min
[2025-12-22T20:36:17.925697] [DEBUG] [REMOTE    ] IPGP: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:17.926714] [DEBUG] [LOCAL     ] Loaded configuration for IPGP: 3 features, N/A% accuracy
[2025-12-22T20:36:17.926778] [INFO ] [LOCAL     ] IPGP: Loaded 3 optimal features with 53.22% confidence from JSON config
[2025-12-22T20:36:17.926813] [DEBUG] [MAG       ] Building data for symbol: IPGP with lookback: 0
[2025-12-22T20:36:17.927645] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:36:17.927711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:36:17.928467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:36:17.931037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-22T20:36:17.932191] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:18.006195] [DEBUG] [MAG       ] PHUN: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:18.043739] [INFO ] [LOCAL     ] TXN: Saved forecast.
[2025-12-22T20:36:18.043809] [INFO ] [main      ] TXN: Signal=1 (Conf=90.0%), Magnitude=-0.50% (Conf=59.876%)
[2025-12-22T20:36:18.044178] [INFO ] [main      ] Fetching symbol history for MOH...
[2025-12-22T20:36:18.044228] [DEBUG] [REMOTE    ] MOH: Fetching historical data.
[2025-12-22T20:36:18.044216] [INFO ] [main      ] Progress: 362/426 forecasts completed (85.0%). TXN finished in 0.7s. ETA: 10.9s. Rate: 353.85 forecasts/min
[2025-12-22T20:36:18.056717] [DEBUG] [REMOTE    ] MOH: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:18.058496] [DEBUG] [LOCAL     ] Loaded configuration for MOH: 2 features, N/A% accuracy
[2025-12-22T20:36:18.058552] [INFO ] [LOCAL     ] MOH: Loaded 2 optimal features with 49.48% confidence from JSON config
[2025-12-22T20:36:18.058599] [DEBUG] [MAG       ] Building data for symbol: MOH with lookback: 0
[2025-12-22T20:36:18.059407] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:36:18.059466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:18.064173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:36:18.088778] [INFO ] [LOCAL     ] PHUN: Saved forecast.
[2025-12-22T20:36:18.088841] [INFO ] [main      ] PHUN: Signal=1 (Conf=90.0%), Magnitude=1.95% (Conf=61.9557%)
[2025-12-22T20:36:18.089260] [INFO ] [main      ] Progress: 363/426 forecasts completed (85.2%). PHUN finished in 0.7s. ETA: 10.7s. Rate: 354.56 forecasts/min
[2025-12-22T20:36:18.089471] [INFO ] [main      ] Fetching symbol history for SHEN...
[2025-12-22T20:36:18.089522] [DEBUG] [REMOTE    ] SHEN: Fetching historical data.
[2025-12-22T20:36:18.101503] [DEBUG] [REMOTE    ] SHEN: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:18.102949] [DEBUG] [LOCAL     ] Loaded configuration for SHEN: 3 features, N/A% accuracy
[2025-12-22T20:36:18.103002] [INFO ] [LOCAL     ] SHEN: Loaded 3 optimal features with 67.68% confidence from JSON config
[2025-12-22T20:36:18.103032] [DEBUG] [MAG       ] Building data for symbol: SHEN with lookback: 0
[2025-12-22T20:36:18.103811] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:36:18.103870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:18.105521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:18.106053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:36:18.107686] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:18.113463] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:18.176881] [DEBUG] [MAG       ] UBND: Last date is validated at 2025-12-22
[2025-12-22T20:36:18.293882] [DEBUG] [MAG       ] IPGP: Last date is validated at 2025-12-22
[2025-12-22T20:36:18.348557] [DEBUG] [MAG       ] UBND: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:18.410626] [INFO ] [LOCAL     ] UBND: Saved forecast.
[2025-12-22T20:36:18.410707] [INFO ] [main      ] UBND: Signal=1 (Conf=90.0%), Magnitude=-0.18% (Conf=41.9894%)
[2025-12-22T20:36:18.411084] [INFO ] [main      ] Fetching symbol history for SANM...
[2025-12-22T20:36:18.411136] [DEBUG] [REMOTE    ] SANM: Fetching historical data.
[2025-12-22T20:36:18.413087] [INFO ] [main      ] Progress: 364/426 forecasts completed (85.4%). UBND finished in 0.6s. ETA: 10.5s. Rate: 353.67 forecasts/min
[2025-12-22T20:36:18.423177] [DEBUG] [REMOTE    ] SANM: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:18.424105] [DEBUG] [LOCAL     ] Loaded configuration for SANM: 6 features, N/A% accuracy
[2025-12-22T20:36:18.424160] [INFO ] [LOCAL     ] SANM: Loaded 6 optimal features with 46.81% confidence from JSON config
[2025-12-22T20:36:18.424194] [DEBUG] [MAG       ] Building data for symbol: SANM with lookback: 0
[2025-12-22T20:36:18.425006] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:36:18.425068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:18.426822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:18.427716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:18.428142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:36:18.450387] [DEBUG] [MAG       ] MOH: Last date is validated at 2025-12-22
[2025-12-22T20:36:18.468653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:36:18.469720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:36:18.471129] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:18.471854] [DEBUG] [MAG       ] SHEN: Last date is validated at 2025-12-22
[2025-12-22T20:36:18.475399] [DEBUG] [MAG       ] IPGP: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:18.586156] [INFO ] [LOCAL     ] IPGP: Saved forecast.
[2025-12-22T20:36:18.586245] [INFO ] [main      ] IPGP: Signal=1 (Conf=90.0%), Magnitude=-1.70% (Conf=53.2185%)
[2025-12-22T20:36:18.586441] [INFO ] [main      ] Fetching symbol history for BYD...
[2025-12-22T20:36:18.586497] [DEBUG] [REMOTE    ] BYD: Fetching historical data.
[2025-12-22T20:36:18.587698] [INFO ] [main      ] Progress: 365/426 forecasts completed (85.7%). IPGP finished in 0.7s. ETA: 10.3s. Rate: 353.65 forecasts/min
[2025-12-22T20:36:18.600429] [DEBUG] [REMOTE    ] BYD: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:18.601738] [DEBUG] [LOCAL     ] Loaded configuration for BYD: 4 features, N/A% accuracy
[2025-12-22T20:36:18.601797] [INFO ] [LOCAL     ] BYD: Loaded 4 optimal features with 41.62% confidence from JSON config
[2025-12-22T20:36:18.601828] [DEBUG] [MAG       ] Building data for symbol: BYD with lookback: 0
[2025-12-22T20:36:18.602706] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:36:18.602789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:18.607953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:18.610061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:18.610704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:18.611159] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:18.618772] [DEBUG] [MAG       ] MOH: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:18.653176] [DEBUG] [MAG       ] SHEN: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:18.722876] [INFO ] [LOCAL     ] SHEN: Saved forecast.
[2025-12-22T20:36:18.722951] [INFO ] [main      ] SHEN: Signal=1 (Conf=90.0%), Magnitude=-1.23% (Conf=67.6768%)
[2025-12-22T20:36:18.723294] [INFO ] [main      ] Fetching symbol history for ING...
[2025-12-22T20:36:18.723344] [DEBUG] [REMOTE    ] ING: Fetching historical data.
[2025-12-22T20:36:18.723668] [INFO ] [main      ] Progress: 366/426 forecasts completed (85.9%). SHEN finished in 0.6s. ETA: 10.2s. Rate: 353.84 forecasts/min
[2025-12-22T20:36:18.734849] [DEBUG] [REMOTE    ] ING: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:18.735955] [DEBUG] [LOCAL     ] Loaded configuration for ING: 7 features, N/A% accuracy
[2025-12-22T20:36:18.736016] [INFO ] [LOCAL     ] ING: Loaded 7 optimal features with 55.69% confidence from JSON config
[2025-12-22T20:36:18.736050] [DEBUG] [MAG       ] Building data for symbol: ING with lookback: 0
[2025-12-22T20:36:18.736887] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-22T20:36:18.736952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:18.741808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-22T20:36:18.744705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-22T20:36:18.745335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:18.746987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:18.747438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-22T20:36:18.748480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-22T20:36:18.750298] [INFO ] [LOCAL     ] MOH: Saved forecast.
[2025-12-22T20:36:18.750363] [INFO ] [main      ] MOH: Signal=1 (Conf=90.0%), Magnitude=4.65% (Conf=49.4823%)
[2025-12-22T20:36:18.750493] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:18.750744] [INFO ] [main      ] Progress: 367/426 forecasts completed (86.2%). MOH finished in 0.7s. ETA: 10.0s. Rate: 354.65 forecasts/min
[2025-12-22T20:36:18.750870] [INFO ] [main      ] Fetching symbol history for SRI...
[2025-12-22T20:36:18.750911] [DEBUG] [REMOTE    ] SRI: Fetching historical data.
[2025-12-22T20:36:18.762152] [DEBUG] [REMOTE    ] SRI: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:18.763266] [DEBUG] [LOCAL     ] Loaded configuration for SRI: 5 features, N/A% accuracy
[2025-12-22T20:36:18.763317] [INFO ] [LOCAL     ] SRI: Loaded 5 optimal features with 48.84% confidence from JSON config
[2025-12-22T20:36:18.763348] [DEBUG] [MAG       ] Building data for symbol: SRI with lookback: 0
[2025-12-22T20:36:18.764139] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:36:18.764199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:36:18.766530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:36:18.768193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:36:18.802551] [DEBUG] [MAG       ] SANM: Last date is validated at 2025-12-22
[2025-12-22T20:36:18.806364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-22T20:36:18.808447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-22T20:36:18.825777] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:18.987925] [DEBUG] [MAG       ] SANM: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:18.989639] [DEBUG] [MAG       ] BYD: Last date is validated at 2025-12-22
[2025-12-22T20:36:19.097235] [DEBUG] [MAG       ] ING: Last date is validated at 2025-12-22
[2025-12-22T20:36:19.121747] [INFO ] [LOCAL     ] SANM: Saved forecast.
[2025-12-22T20:36:19.121812] [INFO ] [main      ] SANM: Signal=1 (Conf=90.0%), Magnitude=-0.62% (Conf=46.8081%)
[2025-12-22T20:36:19.122231] [INFO ] [main      ] Fetching symbol history for DTIL...
[2025-12-22T20:36:19.122288] [DEBUG] [REMOTE    ] DTIL: Fetching historical data.
[2025-12-22T20:36:19.123669] [INFO ] [main      ] Progress: 368/426 forecasts completed (86.4%). SANM finished in 0.7s. ETA: 9.8s. Rate: 353.49 forecasts/min
[2025-12-22T20:36:19.133673] [DEBUG] [REMOTE    ] DTIL: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:19.134956] [DEBUG] [LOCAL     ] Loaded configuration for DTIL: 2 features, N/A% accuracy
[2025-12-22T20:36:19.135013] [INFO ] [LOCAL     ] DTIL: Loaded 2 optimal features with 55.74% confidence from JSON config
[2025-12-22T20:36:19.135045] [DEBUG] [MAG       ] Building data for symbol: DTIL with lookback: 0
[2025-12-22T20:36:19.135837] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:36:19.135896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:19.140748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:36:19.142075] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:19.171816] [DEBUG] [MAG       ] BYD: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:19.177270] [DEBUG] [MAG       ] SRI: Last date is validated at 2025-12-22
[2025-12-22T20:36:19.260771] [DEBUG] [MAG       ] ING: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:19.264139] [INFO ] [LOCAL     ] BYD: Saved forecast.
[2025-12-22T20:36:19.264204] [INFO ] [main      ] BYD: Signal=1 (Conf=90.0%), Magnitude=0.62% (Conf=41.621%)
[2025-12-22T20:36:19.264582] [INFO ] [main      ] Fetching symbol history for AVB...
[2025-12-22T20:36:19.264633] [DEBUG] [REMOTE    ] AVB: Fetching historical data.
[2025-12-22T20:36:19.264662] [INFO ] [main      ] Progress: 369/426 forecasts completed (86.6%). BYD finished in 0.7s. ETA: 9.7s. Rate: 353.66 forecasts/min
[2025-12-22T20:36:19.276436] [DEBUG] [REMOTE    ] AVB: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:19.277520] [DEBUG] [LOCAL     ] Loaded configuration for AVB: 5 features, N/A% accuracy
[2025-12-22T20:36:19.277600] [INFO ] [LOCAL     ] AVB: Loaded 5 optimal features with 64.11% confidence from JSON config
[2025-12-22T20:36:19.277635] [DEBUG] [MAG       ] Building data for symbol: AVB with lookback: 0
[2025-12-22T20:36:19.278422] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:36:19.278484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:19.283414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:19.285228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:19.285761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:19.286170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:36:19.287061] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:19.334701] [INFO ] [LOCAL     ] ING: Saved forecast.
[2025-12-22T20:36:19.334767] [INFO ] [main      ] ING: Signal=1 (Conf=90.0%), Magnitude=0.22% (Conf=55.6873%)
[2025-12-22T20:36:19.335241] [INFO ] [main      ] Fetching symbol history for VECO...
[2025-12-22T20:36:19.335294] [DEBUG] [REMOTE    ] VECO: Fetching historical data.
[2025-12-22T20:36:19.335669] [INFO ] [main      ] Progress: 370/426 forecasts completed (86.9%). ING finished in 0.6s. ETA: 9.5s. Rate: 354.21 forecasts/min
[2025-12-22T20:36:19.344849] [DEBUG] [MAG       ] SRI: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:19.347780] [DEBUG] [REMOTE    ] VECO: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:19.348674] [DEBUG] [LOCAL     ] Loaded configuration for VECO: 2 features, N/A% accuracy
[2025-12-22T20:36:19.348731] [INFO ] [LOCAL     ] VECO: Loaded 2 optimal features with 50.93% confidence from JSON config
[2025-12-22T20:36:19.348763] [DEBUG] [MAG       ] Building data for symbol: VECO with lookback: 0
[2025-12-22T20:36:19.349560] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:36:19.349636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:36:19.351288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:36:19.352125] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:19.421024] [INFO ] [LOCAL     ] SRI: Saved forecast.
[2025-12-22T20:36:19.421086] [INFO ] [main      ] SRI: Signal=1 (Conf=90.0%), Magnitude=0.42% (Conf=48.8376%)
[2025-12-22T20:36:19.421475] [INFO ] [main      ] Fetching symbol history for DASH...
[2025-12-22T20:36:19.421526] [DEBUG] [REMOTE    ] DASH: Fetching historical data.
[2025-12-22T20:36:19.421513] [INFO ] [main      ] Progress: 371/426 forecasts completed (87.1%). SRI finished in 0.7s. ETA: 9.3s. Rate: 354.68 forecasts/min
[2025-12-22T20:36:19.433436] [DEBUG] [REMOTE    ] DASH: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:19.434345] [DEBUG] [LOCAL     ] Loaded configuration for DASH: 3 features, N/A% accuracy
[2025-12-22T20:36:19.434401] [INFO ] [LOCAL     ] DASH: Loaded 3 optimal features with 68.08% confidence from JSON config
[2025-12-22T20:36:19.434433] [DEBUG] [MAG       ] Building data for symbol: DASH with lookback: 0
[2025-12-22T20:36:19.435227] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:36:19.435287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:19.440043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:36:19.441060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-22T20:36:19.442864] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:19.477005] [DEBUG] [MAG       ] DTIL: Last date is validated at 2025-12-22
[2025-12-22T20:36:19.639389] [DEBUG] [MAG       ] AVB: Last date is validated at 2025-12-22
[2025-12-22T20:36:19.689472] [DEBUG] [MAG       ] VECO: Last date is validated at 2025-12-22
[2025-12-22T20:36:19.724221] [DEBUG] [MAG       ] DTIL: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:19.780450] [DEBUG] [MAG       ] DASH: Last date is validated at 2025-12-22
[2025-12-22T20:36:19.797059] [INFO ] [LOCAL     ] DTIL: Saved forecast.
[2025-12-22T20:36:19.797131] [INFO ] [main      ] DTIL: Signal=1 (Conf=90.0%), Magnitude=-4.25% (Conf=55.7434%)
[2025-12-22T20:36:19.797303] [INFO ] [main      ] Fetching symbol history for ARHS...
[2025-12-22T20:36:19.797360] [DEBUG] [REMOTE    ] ARHS: Fetching historical data.
[2025-12-22T20:36:19.798112] [INFO ] [main      ] Progress: 372/426 forecasts completed (87.3%). DTIL finished in 0.7s. ETA: 9.2s. Rate: 353.52 forecasts/min
[2025-12-22T20:36:19.810764] [DEBUG] [REMOTE    ] ARHS: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:19.811656] [DEBUG] [LOCAL     ] Loaded configuration for ARHS: 2 features, N/A% accuracy
[2025-12-22T20:36:19.811711] [INFO ] [LOCAL     ] ARHS: Loaded 2 optimal features with 54.17% confidence from JSON config
[2025-12-22T20:36:19.811743] [DEBUG] [MAG       ] Building data for symbol: ARHS with lookback: 0
[2025-12-22T20:36:19.812764] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:36:19.812826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:19.814773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:19.814742] [DEBUG] [MAG       ] AVB: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:19.815434] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:19.875885] [DEBUG] [MAG       ] VECO: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:19.924467] [INFO ] [LOCAL     ] AVB: Saved forecast.
[2025-12-22T20:36:19.924533] [INFO ] [main      ] AVB: Signal=1 (Conf=90.0%), Magnitude=0.65% (Conf=64.1105%)
[2025-12-22T20:36:19.924905] [INFO ] [main      ] Progress: 373/426 forecasts completed (87.6%). AVB finished in 0.7s. ETA: 9.0s. Rate: 353.76 forecasts/min
[2025-12-22T20:36:19.925029] [INFO ] [main      ] Fetching symbol history for SOCL...
[2025-12-22T20:36:19.925071] [DEBUG] [REMOTE    ] SOCL: Fetching historical data.
[2025-12-22T20:36:19.937008] [DEBUG] [REMOTE    ] SOCL: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:19.937843] [DEBUG] [LOCAL     ] Loaded configuration for SOCL: 5 features, N/A% accuracy
[2025-12-22T20:36:19.937899] [INFO ] [LOCAL     ] SOCL: Loaded 5 optimal features with 52.17% confidence from JSON config
[2025-12-22T20:36:19.937929] [DEBUG] [MAG       ] Building data for symbol: SOCL with lookback: 0
[2025-12-22T20:36:19.938709] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:36:19.938769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:19.943496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:19.945240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:19.945736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:19.946117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:36:19.946867] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:19.953065] [DEBUG] [MAG       ] DASH: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:19.959592] [INFO ] [LOCAL     ] VECO: Saved forecast.
[2025-12-22T20:36:19.959688] [INFO ] [main      ] VECO: Signal=1 (Conf=90.0%), Magnitude=3.95% (Conf=50.9345%)
[2025-12-22T20:36:19.960062] [INFO ] [main      ] Fetching symbol history for AMWL...
[2025-12-22T20:36:19.960113] [DEBUG] [REMOTE    ] AMWL: Fetching historical data.
[2025-12-22T20:36:19.961664] [INFO ] [main      ] Progress: 374/426 forecasts completed (87.8%). VECO finished in 0.6s. ETA: 8.8s. Rate: 354.50 forecasts/min
[2025-12-22T20:36:19.972080] [DEBUG] [REMOTE    ] AMWL: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:19.972926] [DEBUG] [LOCAL     ] Loaded configuration for AMWL: 5 features, N/A% accuracy
[2025-12-22T20:36:19.972988] [INFO ] [LOCAL     ] AMWL: Loaded 5 optimal features with 55.29% confidence from JSON config
[2025-12-22T20:36:19.973020] [DEBUG] [MAG       ] Building data for symbol: AMWL with lookback: 0
[2025-12-22T20:36:19.973809] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:36:19.973871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:19.978591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:36:19.979423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:36:19.981763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:36:20.075083] [INFO ] [LOCAL     ] DASH: Saved forecast.
[2025-12-22T20:36:20.075148] [INFO ] [main      ] DASH: Signal=1 (Conf=90.0%), Magnitude=2.90% (Conf=68.0828%)
[2025-12-22T20:36:20.075504] [INFO ] [main      ] Fetching symbol history for TBB...
[2025-12-22T20:36:20.075555] [DEBUG] [REMOTE    ] TBB: Fetching historical data.
[2025-12-22T20:36:20.075675] [INFO ] [main      ] Progress: 375/426 forecasts completed (88.0%). DASH finished in 0.7s. ETA: 8.6s. Rate: 354.81 forecasts/min
[2025-12-22T20:36:20.087731] [DEBUG] [REMOTE    ] TBB: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:20.088667] [DEBUG] [LOCAL     ] Loaded configuration for TBB: 7 features, N/A% accuracy
[2025-12-22T20:36:20.088730] [INFO ] [LOCAL     ] TBB: Loaded 7 optimal features with 56.08% confidence from JSON config
[2025-12-22T20:36:20.088763] [DEBUG] [MAG       ] Building data for symbol: TBB with lookback: 0
[2025-12-22T20:36:20.089655] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-22T20:36:20.089725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:20.090807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-22T20:36:20.091879] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:20.094711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:20.096566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:20.097072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:20.097527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:36:20.098479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:36:20.100982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-22T20:36:20.101666] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:20.191169] [DEBUG] [MAG       ] ARHS: Last date is validated at 2025-12-22
[2025-12-22T20:36:20.288005] [DEBUG] [MAG       ] SOCL: Last date is validated at 2025-12-22
[2025-12-22T20:36:20.356384] [DEBUG] [MAG       ] ARHS: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:20.423989] [INFO ] [LOCAL     ] ARHS: Saved forecast.
[2025-12-22T20:36:20.424058] [INFO ] [main      ] ARHS: Signal=1 (Conf=90.0%), Magnitude=4.19% (Conf=54.1669%)
[2025-12-22T20:36:20.424534] [INFO ] [main      ] Fetching symbol history for CADE...
[2025-12-22T20:36:20.424616] [DEBUG] [REMOTE    ] CADE: Fetching historical data.
[2025-12-22T20:36:20.424667] [INFO ] [main      ] Progress: 376/426 forecasts completed (88.3%). ARHS finished in 0.6s. ETA: 8.5s. Rate: 353.81 forecasts/min
[2025-12-22T20:36:20.429875] [DEBUG] [MAG       ] AMWL: Last date is validated at 2025-12-22
[2025-12-22T20:36:20.435866] [DEBUG] [REMOTE    ] CADE: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:20.436721] [DEBUG] [LOCAL     ] Loaded configuration for CADE: 8 features, N/A% accuracy
[2025-12-22T20:36:20.436779] [INFO ] [LOCAL     ] CADE: Loaded 8 optimal features with 38.78% confidence from JSON config
[2025-12-22T20:36:20.436811] [DEBUG] [MAG       ] Building data for symbol: CADE with lookback: 0
[2025-12-22T20:36:20.437622] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-22T20:36:20.437686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:20.439398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:20.439934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:20.440344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:36:20.441273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:36:20.442068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-22T20:36:20.442552] [DEBUG] [MAG       ] TBB: Last date is validated at 2025-12-22
[2025-12-22T20:36:20.443207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-22T20:36:20.444805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-22T20:36:20.445427] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:20.454121] [DEBUG] [MAG       ] SOCL: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:20.532863] [INFO ] [LOCAL     ] SOCL: Saved forecast.
[2025-12-22T20:36:20.532928] [INFO ] [main      ] SOCL: Signal=1 (Conf=90.0%), Magnitude=1.97% (Conf=52.1701%)
[2025-12-22T20:36:20.533091] [INFO ] [main      ] Fetching symbol history for AMZD...
[2025-12-22T20:36:20.533133] [DEBUG] [REMOTE    ] AMZD: Fetching historical data.
[2025-12-22T20:36:20.534666] [INFO ] [main      ] Progress: 377/426 forecasts completed (88.5%). SOCL finished in 0.6s. ETA: 8.3s. Rate: 354.14 forecasts/min
[2025-12-22T20:36:20.545451] [DEBUG] [REMOTE    ] AMZD: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:20.546523] [DEBUG] [LOCAL     ] Loaded configuration for AMZD: 9 features, N/A% accuracy
[2025-12-22T20:36:20.546594] [INFO ] [LOCAL     ] AMZD: Loaded 9 optimal features with 56.97% confidence from JSON config
[2025-12-22T20:36:20.546628] [DEBUG] [MAG       ] Building data for symbol: AMZD with lookback: 0
[2025-12-22T20:36:20.547390] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-22T20:36:20.547453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:20.555389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:20.558323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:20.561406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:20.561867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:20.562251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:36:20.563014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:36:20.563834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:36:20.593333] [DEBUG] [MAG       ] AMWL: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:20.612613] [DEBUG] [MAG       ] TBB: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:20.665966] [INFO ] [LOCAL     ] AMWL: Saved forecast.
[2025-12-22T20:36:20.666032] [INFO ] [main      ] AMWL: Signal=1 (Conf=90.0%), Magnitude=-2.58% (Conf=55.2857%)
[2025-12-22T20:36:20.666379] [INFO ] [main      ] Progress: 378/426 forecasts completed (88.7%). AMWL finished in 0.7s. ETA: 8.1s. Rate: 354.35 forecasts/min
[2025-12-22T20:36:20.666499] [INFO ] [main      ] Fetching symbol history for SAFE...
[2025-12-22T20:36:20.666542] [DEBUG] [REMOTE    ] SAFE: Fetching historical data.
[2025-12-22T20:36:20.675706] [INFO ] [LOCAL     ] TBB: Saved forecast.
[2025-12-22T20:36:20.675771] [INFO ] [main      ] TBB: Signal=1 (Conf=90.0%), Magnitude=0.46% (Conf=56.0761%)
[2025-12-22T20:36:20.675993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-22T20:36:20.676146] [INFO ] [main      ] Fetching symbol history for AMPL...
[2025-12-22T20:36:20.676199] [DEBUG] [REMOTE    ] AMPL: Fetching historical data.
[2025-12-22T20:36:20.676182] [INFO ] [main      ] Progress: 379/426 forecasts completed (89.0%). TBB finished in 0.6s. ETA: 7.9s. Rate: 355.23 forecasts/min
[2025-12-22T20:36:20.678273] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:20.678590] [DEBUG] [REMOTE    ] SAFE: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:20.679492] [DEBUG] [LOCAL     ] Loaded configuration for SAFE: 3 features, N/A% accuracy
[2025-12-22T20:36:20.679542] [INFO ] [LOCAL     ] SAFE: Loaded 3 optimal features with 54.64% confidence from JSON config
[2025-12-22T20:36:20.679591] [DEBUG] [MAG       ] Building data for symbol: SAFE with lookback: 0
[2025-12-22T20:36:20.680357] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:36:20.680417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:20.685146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:36:20.686401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-22T20:36:20.688405] [DEBUG] [REMOTE    ] AMPL: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:20.688807] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:20.689639] [DEBUG] [LOCAL     ] Loaded configuration for AMPL: 3 features, N/A% accuracy
[2025-12-22T20:36:20.689696] [INFO ] [LOCAL     ] AMPL: Loaded 3 optimal features with 54.27% confidence from JSON config
[2025-12-22T20:36:20.689728] [DEBUG] [MAG       ] Building data for symbol: AMPL with lookback: 0
[2025-12-22T20:36:20.690530] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:36:20.690611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:20.695655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:36:20.697418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-22T20:36:20.711976] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:20.785170] [DEBUG] [MAG       ] CADE: Last date is validated at 2025-12-22
[2025-12-22T20:36:20.950314] [DEBUG] [MAG       ] CADE: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:21.008054] [DEBUG] [MAG       ] AMZD: Last date is validated at 2025-12-22
[2025-12-22T20:36:21.017524] [DEBUG] [MAG       ] SAFE: Last date is validated at 2025-12-22
[2025-12-22T20:36:21.036470] [INFO ] [LOCAL     ] CADE: Saved forecast.
[2025-12-22T20:36:21.036550] [INFO ] [main      ] CADE: Signal=1 (Conf=90.0%), Magnitude=-0.28% (Conf=38.7848%)
[2025-12-22T20:36:21.036772] [INFO ] [main      ] Fetching symbol history for BRZE...
[2025-12-22T20:36:21.036822] [DEBUG] [REMOTE    ] BRZE: Fetching historical data.
[2025-12-22T20:36:21.038651] [INFO ] [main      ] Progress: 380/426 forecasts completed (89.2%). CADE finished in 0.6s. ETA: 7.8s. Rate: 354.16 forecasts/min
[2025-12-22T20:36:21.047965] [DEBUG] [REMOTE    ] BRZE: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:21.049016] [DEBUG] [LOCAL     ] Loaded configuration for BRZE: 6 features, N/A% accuracy
[2025-12-22T20:36:21.049071] [INFO ] [LOCAL     ] BRZE: Loaded 6 optimal features with 56.40% confidence from JSON config
[2025-12-22T20:36:21.049108] [DEBUG] [MAG       ] Building data for symbol: BRZE with lookback: 0
[2025-12-22T20:36:21.049920] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:36:21.049981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:21.054567] [DEBUG] [MAG       ] AMPL: Last date is validated at 2025-12-22
[2025-12-22T20:36:21.055106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:36:21.056851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:36:21.057666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-22T20:36:21.058950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-22T20:36:21.061334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-22T20:36:21.062781] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:21.172259] [DEBUG] [MAG       ] AMZD: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:21.184116] [DEBUG] [MAG       ] SAFE: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:21.220224] [DEBUG] [MAG       ] AMPL: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:21.244482] [INFO ] [LOCAL     ] AMZD: Saved forecast.
[2025-12-22T20:36:21.244547] [INFO ] [main      ] AMZD: Signal=1 (Conf=90.0%), Magnitude=0.76% (Conf=56.9688%)
[2025-12-22T20:36:21.244926] [INFO ] [main      ] Fetching symbol history for EG...
[2025-12-22T20:36:21.244976] [DEBUG] [REMOTE    ] EG: Fetching historical data.
[2025-12-22T20:36:21.244993] [INFO ] [main      ] Progress: 381/426 forecasts completed (89.4%). AMZD finished in 0.7s. ETA: 7.6s. Rate: 353.96 forecasts/min
[2025-12-22T20:36:21.256153] [DEBUG] [REMOTE    ] EG: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:21.257105] [INFO ] [LOCAL     ] SAFE: Saved forecast.
[2025-12-22T20:36:21.257168] [INFO ] [main      ] SAFE: Signal=1 (Conf=90.0%), Magnitude=2.60% (Conf=54.6429%)
[2025-12-22T20:36:21.257334] [INFO ] [main      ] Fetching symbol history for STKH...
[2025-12-22T20:36:21.257377] [DEBUG] [REMOTE    ] STKH: Fetching historical data.
[2025-12-22T20:36:21.257634] [INFO ] [main      ] Progress: 382/426 forecasts completed (89.7%). SAFE finished in 0.6s. ETA: 7.4s. Rate: 354.82 forecasts/min
[2025-12-22T20:36:21.257687] [DEBUG] [LOCAL     ] Loaded configuration for EG: 3 features, N/A% accuracy
[2025-12-22T20:36:21.257742] [INFO ] [LOCAL     ] EG: Loaded 3 optimal features with 56.48% confidence from JSON config
[2025-12-22T20:36:21.257773] [DEBUG] [MAG       ] Building data for symbol: EG with lookback: 0
[2025-12-22T20:36:21.258544] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:36:21.259013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:21.263850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:36:21.264663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:36:21.266227] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:21.268837] [DEBUG] [REMOTE    ] STKH: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:21.269652] [DEBUG] [LOCAL     ] Loaded configuration for STKH: 5 features, N/A% accuracy
[2025-12-22T20:36:21.269702] [INFO ] [LOCAL     ] STKH: Loaded 5 optimal features with 33.49% confidence from JSON config
[2025-12-22T20:36:21.269734] [DEBUG] [MAG       ] Building data for symbol: STKH with lookback: 0
[2025-12-22T20:36:21.270491] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:36:21.270552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:21.275264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:21.277055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:21.277527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:21.277933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:36:21.278659] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:21.290373] [INFO ] [LOCAL     ] AMPL: Saved forecast.
[2025-12-22T20:36:21.290445] [INFO ] [main      ] AMPL: Signal=1 (Conf=90.0%), Magnitude=3.56% (Conf=54.2686%)
[2025-12-22T20:36:21.290838] [INFO ] [main      ] Fetching symbol history for SUPN...
[2025-12-22T20:36:21.290882] [DEBUG] [REMOTE    ] SUPN: Fetching historical data.
[2025-12-22T20:36:21.291882] [INFO ] [main      ] Progress: 383/426 forecasts completed (89.9%). AMPL finished in 0.6s. ETA: 7.3s. Rate: 355.56 forecasts/min
[2025-12-22T20:36:21.303971] [DEBUG] [REMOTE    ] SUPN: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:21.304828] [DEBUG] [LOCAL     ] Loaded configuration for SUPN: 9 features, N/A% accuracy
[2025-12-22T20:36:21.304883] [INFO ] [LOCAL     ] SUPN: Loaded 9 optimal features with 54.04% confidence from JSON config
[2025-12-22T20:36:21.304914] [DEBUG] [MAG       ] Building data for symbol: SUPN with lookback: 0
[2025-12-22T20:36:21.305701] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-22T20:36:21.305764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:21.310482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:21.312235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:21.312724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:21.313124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:36:21.313861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:36:21.351388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-22T20:36:21.352980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-22T20:36:21.355675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-22T20:36:21.357396] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:21.400604] [DEBUG] [MAG       ] BRZE: Last date is validated at 2025-12-22
[2025-12-22T20:36:21.581320] [DEBUG] [MAG       ] BRZE: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:21.600632] [DEBUG] [MAG       ] EG: Last date is validated at 2025-12-22
[2025-12-22T20:36:21.615880] [DEBUG] [MAG       ] STKH: Last date is validated at 2025-12-22
[2025-12-22T20:36:21.681373] [INFO ] [LOCAL     ] BRZE: Saved forecast.
[2025-12-22T20:36:21.681455] [INFO ] [main      ] BRZE: Signal=1 (Conf=90.0%), Magnitude=2.15% (Conf=56.3953%)
[2025-12-22T20:36:21.681649] [INFO ] [main      ] Fetching symbol history for PFD...
[2025-12-22T20:36:21.681697] [DEBUG] [REMOTE    ] PFD: Fetching historical data.
[2025-12-22T20:36:21.682726] [INFO ] [main      ] Progress: 384/426 forecasts completed (90.1%). BRZE finished in 0.6s. ETA: 7.1s. Rate: 354.35 forecasts/min
[2025-12-22T20:36:21.692390] [DEBUG] [MAG       ] SUPN: Last date is validated at 2025-12-22
[2025-12-22T20:36:21.693391] [DEBUG] [REMOTE    ] PFD: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:21.694837] [DEBUG] [LOCAL     ] Loaded configuration for PFD: 3 features, N/A% accuracy
[2025-12-22T20:36:21.694895] [INFO ] [LOCAL     ] PFD: Loaded 3 optimal features with 37.59% confidence from JSON config
[2025-12-22T20:36:21.694926] [DEBUG] [MAG       ] Building data for symbol: PFD with lookback: 0
[2025-12-22T20:36:21.695835] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:36:21.695897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:21.697711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:21.698238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:36:21.700935] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:21.767539] [DEBUG] [MAG       ] EG: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:21.780519] [DEBUG] [MAG       ] STKH: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:21.856733] [DEBUG] [MAG       ] SUPN: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:21.886668] [INFO ] [LOCAL     ] STKH: Saved forecast.
[2025-12-22T20:36:21.886734] [INFO ] [main      ] STKH: Signal=1 (Conf=90.0%), Magnitude=-5.76% (Conf=33.4887%)
[2025-12-22T20:36:21.887111] [INFO ] [main      ] Fetching symbol history for XRX...
[2025-12-22T20:36:21.887164] [DEBUG] [REMOTE    ] XRX: Fetching historical data.
[2025-12-22T20:36:21.887687] [INFO ] [main      ] Progress: 385/426 forecasts completed (90.4%). STKH finished in 0.6s. ETA: 6.9s. Rate: 354.15 forecasts/min
[2025-12-22T20:36:21.897030] [INFO ] [LOCAL     ] EG: Saved forecast.
[2025-12-22T20:36:21.897099] [INFO ] [main      ] EG: Signal=1 (Conf=90.0%), Magnitude=1.50% (Conf=56.4812%)
[2025-12-22T20:36:21.897257] [INFO ] [main      ] Fetching symbol history for DHI...
[2025-12-22T20:36:21.897300] [DEBUG] [REMOTE    ] DHI: Fetching historical data.
[2025-12-22T20:36:21.898402] [DEBUG] [REMOTE    ] XRX: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:21.898641] [INFO ] [main      ] Progress: 386/426 forecasts completed (90.6%). EG finished in 0.7s. ETA: 6.8s. Rate: 355.01 forecasts/min
[2025-12-22T20:36:21.899383] [DEBUG] [LOCAL     ] Loaded configuration for XRX: 6 features, N/A% accuracy
[2025-12-22T20:36:21.899473] [INFO ] [LOCAL     ] XRX: Loaded 6 optimal features with 67.99% confidence from JSON config
[2025-12-22T20:36:21.899506] [DEBUG] [MAG       ] Building data for symbol: XRX with lookback: 0
[2025-12-22T20:36:21.900303] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:36:21.900365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:21.902030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:21.902529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:21.902997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:21.903386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:36:21.904295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-22T20:36:21.904991] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:21.909281] [DEBUG] [REMOTE    ] DHI: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:21.910022] [DEBUG] [LOCAL     ] Loaded configuration for DHI: 5 features, N/A% accuracy
[2025-12-22T20:36:21.910071] [INFO ] [LOCAL     ] DHI: Loaded 5 optimal features with 50.77% confidence from JSON config
[2025-12-22T20:36:21.910103] [DEBUG] [MAG       ] Building data for symbol: DHI with lookback: 0
[2025-12-22T20:36:21.910922] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:36:21.910980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:21.915702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:21.917552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:21.918048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:36:21.957060] [INFO ] [LOCAL     ] SUPN: Saved forecast.
[2025-12-22T20:36:21.957135] [INFO ] [main      ] SUPN: Signal=1 (Conf=90.0%), Magnitude=-0.35% (Conf=54.0423%)
[2025-12-22T20:36:21.957484] [INFO ] [main      ] Fetching symbol history for HOG...
[2025-12-22T20:36:21.957532] [DEBUG] [REMOTE    ] HOG: Fetching historical data.
[2025-12-22T20:36:21.957656] [INFO ] [main      ] Progress: 387/426 forecasts completed (90.8%). SUPN finished in 0.7s. ETA: 6.6s. Rate: 355.61 forecasts/min
[2025-12-22T20:36:21.969243] [DEBUG] [REMOTE    ] HOG: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:21.970158] [DEBUG] [LOCAL     ] Loaded configuration for HOG: 6 features, N/A% accuracy
[2025-12-22T20:36:21.970214] [INFO ] [LOCAL     ] HOG: Loaded 6 optimal features with 59.38% confidence from JSON config
[2025-12-22T20:36:21.970246] [DEBUG] [MAG       ] Building data for symbol: HOG with lookback: 0
[2025-12-22T20:36:21.971041] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:36:21.971101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:21.975836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:21.977556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:21.978041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:36:22.015388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:36:22.016459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-22T20:36:22.018096] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:22.024872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-22T20:36:22.027718] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:22.064442] [DEBUG] [MAG       ] PFD: Last date is validated at 2025-12-22
[2025-12-22T20:36:22.246720] [DEBUG] [MAG       ] XRX: Last date is validated at 2025-12-22
[2025-12-22T20:36:22.251020] [DEBUG] [MAG       ] PFD: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:22.310312] [INFO ] [LOCAL     ] PFD: Saved forecast.
[2025-12-22T20:36:22.310379] [INFO ] [main      ] PFD: Signal=1 (Conf=90.0%), Magnitude=-0.10% (Conf=37.5869%)
[2025-12-22T20:36:22.310617] [INFO ] [main      ] Fetching symbol history for ASA...
[2025-12-22T20:36:22.310672] [DEBUG] [REMOTE    ] ASA: Fetching historical data.
[2025-12-22T20:36:22.310913] [INFO ] [main      ] Progress: 388/426 forecasts completed (91.1%). PFD finished in 0.6s. ETA: 6.4s. Rate: 354.61 forecasts/min
[2025-12-22T20:36:22.325801] [DEBUG] [REMOTE    ] ASA: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:22.326541] [DEBUG] [LOCAL     ] Loaded configuration for ASA: 8 features, N/A% accuracy
[2025-12-22T20:36:22.326628] [INFO ] [LOCAL     ] ASA: Loaded 8 optimal features with 56.00% confidence from JSON config
[2025-12-22T20:36:22.326673] [DEBUG] [MAG       ] Building data for symbol: ASA with lookback: 0
[2025-12-22T20:36:22.327677] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-22T20:36:22.327743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:22.329842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:22.330406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:22.330947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:36:22.331979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:36:22.347961] [DEBUG] [MAG       ] HOG: Last date is validated at 2025-12-22
[2025-12-22T20:36:22.361142] [DEBUG] [MAG       ] DHI: Last date is validated at 2025-12-22
[2025-12-22T20:36:22.416004] [DEBUG] [MAG       ] XRX: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:22.452149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:36:22.453366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-22T20:36:22.453997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-22T20:36:22.456805] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:22.479810] [INFO ] [LOCAL     ] XRX: Saved forecast.
[2025-12-22T20:36:22.479875] [INFO ] [main      ] XRX: Signal=1 (Conf=90.0%), Magnitude=-2.79% (Conf=67.991%)
[2025-12-22T20:36:22.480216] [INFO ] [main      ] Fetching symbol history for VGSH...
[2025-12-22T20:36:22.480266] [DEBUG] [REMOTE    ] VGSH: Fetching historical data.
[2025-12-22T20:36:22.480655] [INFO ] [main      ] Progress: 389/426 forecasts completed (91.3%). XRX finished in 0.6s. ETA: 6.3s. Rate: 354.61 forecasts/min
[2025-12-22T20:36:22.492207] [DEBUG] [REMOTE    ] VGSH: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:22.493198] [DEBUG] [LOCAL     ] Loaded configuration for VGSH: 1 features, N/A% accuracy
[2025-12-22T20:36:22.493249] [INFO ] [LOCAL     ] VGSH: Loaded 1 optimal features with 23.69% confidence from JSON config
[2025-12-22T20:36:22.493279] [DEBUG] [MAG       ] Building data for symbol: VGSH with lookback: 0
[2025-12-22T20:36:22.494060] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-22T20:36:22.494117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:36:22.494834] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:22.510975] [DEBUG] [MAG       ] HOG: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:22.525986] [DEBUG] [MAG       ] DHI: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:22.590287] [INFO ] [LOCAL     ] HOG: Saved forecast.
[2025-12-22T20:36:22.590352] [INFO ] [main      ] HOG: Signal=1 (Conf=90.0%), Magnitude=-0.56% (Conf=59.3805%)
[2025-12-22T20:36:22.590516] [INFO ] [main      ] Fetching symbol history for AG...
[2025-12-22T20:36:22.590559] [DEBUG] [REMOTE    ] AG: Fetching historical data.
[2025-12-22T20:36:22.591657] [INFO ] [main      ] Progress: 390/426 forecasts completed (91.5%). HOG finished in 0.6s. ETA: 6.1s. Rate: 354.92 forecasts/min
[2025-12-22T20:36:22.602255] [DEBUG] [REMOTE    ] AG: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:22.603283] [DEBUG] [LOCAL     ] Loaded configuration for AG: 4 features, N/A% accuracy
[2025-12-22T20:36:22.603335] [INFO ] [LOCAL     ] AG: Loaded 4 optimal features with 56.69% confidence from JSON config
[2025-12-22T20:36:22.603366] [DEBUG] [MAG       ] Building data for symbol: AG with lookback: 0
[2025-12-22T20:36:22.604153] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:36:22.604212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:22.605892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:22.606401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:22.606818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:36:22.607599] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:22.643698] [INFO ] [LOCAL     ] DHI: Saved forecast.
[2025-12-22T20:36:22.643763] [INFO ] [main      ] DHI: Signal=1 (Conf=90.0%), Magnitude=-3.85% (Conf=50.7726%)
[2025-12-22T20:36:22.643919] [INFO ] [main      ] Fetching symbol history for HPI...
[2025-12-22T20:36:22.643962] [DEBUG] [REMOTE    ] HPI: Fetching historical data.
[2025-12-22T20:36:22.645309] [INFO ] [main      ] Progress: 391/426 forecasts completed (91.8%). DHI finished in 0.7s. ETA: 5.9s. Rate: 355.54 forecasts/min
[2025-12-22T20:36:22.656294] [DEBUG] [REMOTE    ] HPI: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:22.657177] [DEBUG] [LOCAL     ] Loaded configuration for HPI: 3 features, N/A% accuracy
[2025-12-22T20:36:22.657227] [INFO ] [LOCAL     ] HPI: Loaded 3 optimal features with 47.14% confidence from JSON config
[2025-12-22T20:36:22.657257] [DEBUG] [MAG       ] Building data for symbol: HPI with lookback: 0
[2025-12-22T20:36:22.658027] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:36:22.658086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:22.662892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:36:22.664199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-22T20:36:22.665511] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:22.802497] [DEBUG] [MAG       ] ASA: Last date is validated at 2025-12-22
[2025-12-22T20:36:22.828897] [DEBUG] [MAG       ] VGSH: Last date is validated at 2025-12-22
[2025-12-22T20:36:22.937845] [DEBUG] [MAG       ] AG: Last date is validated at 2025-12-22
[2025-12-22T20:36:22.984542] [DEBUG] [MAG       ] ASA: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:22.993009] [DEBUG] [MAG       ] VGSH: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:22.997504] [DEBUG] [MAG       ] HPI: Last date is validated at 2025-12-22
[2025-12-22T20:36:23.043557] [INFO ] [LOCAL     ] VGSH: Saved forecast.
[2025-12-22T20:36:23.043641] [INFO ] [main      ] VGSH: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=23.6865%)
[2025-12-22T20:36:23.044008] [INFO ] [main      ] Fetching symbol history for PX...
[2025-12-22T20:36:23.044059] [DEBUG] [REMOTE    ] PX: Fetching historical data.
[2025-12-22T20:36:23.044663] [INFO ] [main      ] Progress: 392/426 forecasts completed (92.0%). VGSH finished in 0.6s. ETA: 5.8s. Rate: 354.31 forecasts/min
[2025-12-22T20:36:23.055562] [DEBUG] [REMOTE    ] PX: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:23.056377] [DEBUG] [LOCAL     ] Loaded configuration for PX: 5 features, N/A% accuracy
[2025-12-22T20:36:23.056428] [INFO ] [LOCAL     ] PX: Loaded 5 optimal features with 54.06% confidence from JSON config
[2025-12-22T20:36:23.056459] [DEBUG] [MAG       ] Building data for symbol: PX with lookback: 0
[2025-12-22T20:36:23.057228] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:36:23.057289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:23.062067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:36:23.062926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-22T20:36:23.065609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-22T20:36:23.069429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-22T20:36:23.072407] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:23.083921] [INFO ] [LOCAL     ] ASA: Saved forecast.
[2025-12-22T20:36:23.083989] [INFO ] [main      ] ASA: Signal=1 (Conf=90.0%), Magnitude=-4.44% (Conf=55.9998%)
[2025-12-22T20:36:23.084154] [INFO ] [main      ] Fetching symbol history for BAP...
[2025-12-22T20:36:23.084196] [DEBUG] [REMOTE    ] BAP: Fetching historical data.
[2025-12-22T20:36:23.085674] [INFO ] [main      ] Progress: 393/426 forecasts completed (92.3%). ASA finished in 0.8s. ETA: 5.6s. Rate: 354.99 forecasts/min
[2025-12-22T20:36:23.095328] [DEBUG] [REMOTE    ] BAP: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:23.096211] [DEBUG] [LOCAL     ] Loaded configuration for BAP: 10 features, N/A% accuracy
[2025-12-22T20:36:23.096261] [INFO ] [LOCAL     ] BAP: Loaded 10 optimal features with 50.15% confidence from JSON config
[2025-12-22T20:36:23.096296] [DEBUG] [MAG       ] Building data for symbol: BAP with lookback: 0
[2025-12-22T20:36:23.097099] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-22T20:36:23.097163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:23.101132] [DEBUG] [MAG       ] AG: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:23.101944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:23.103735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:23.104214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:23.104627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:36:23.105522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-22T20:36:23.106189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-22T20:36:23.107290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-22T20:36:23.108392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:23.108850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-22T20:36:23.110846] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:23.169731] [INFO ] [LOCAL     ] AG: Saved forecast.
[2025-12-22T20:36:23.169795] [INFO ] [main      ] AG: Signal=1 (Conf=90.0%), Magnitude=-2.56% (Conf=56.69%)
[2025-12-22T20:36:23.169960] [INFO ] [main      ] Fetching symbol history for SCM...
[2025-12-22T20:36:23.170002] [DEBUG] [REMOTE    ] SCM: Fetching historical data.
[2025-12-22T20:36:23.171693] [INFO ] [main      ] Progress: 394/426 forecasts completed (92.5%). AG finished in 0.6s. ETA: 5.4s. Rate: 355.43 forecasts/min
[2025-12-22T20:36:23.173260] [DEBUG] [MAG       ] HPI: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:23.181465] [DEBUG] [REMOTE    ] SCM: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:23.182620] [DEBUG] [LOCAL     ] Loaded configuration for SCM: 7 features, N/A% accuracy
[2025-12-22T20:36:23.182673] [INFO ] [LOCAL     ] SCM: Loaded 7 optimal features with 59.74% confidence from JSON config
[2025-12-22T20:36:23.182704] [DEBUG] [MAG       ] Building data for symbol: SCM with lookback: 0
[2025-12-22T20:36:23.183843] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-22T20:36:23.183904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:23.185596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:23.186108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:23.186500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-22T20:36:23.235875] [INFO ] [LOCAL     ] HPI: Saved forecast.
[2025-12-22T20:36:23.235944] [INFO ] [main      ] HPI: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=47.1354%)
[2025-12-22T20:36:23.236108] [INFO ] [main      ] Fetching symbol history for RARE...
[2025-12-22T20:36:23.236151] [DEBUG] [REMOTE    ] RARE: Fetching historical data.
[2025-12-22T20:36:23.236935] [INFO ] [main      ] Progress: 395/426 forecasts completed (92.7%). HPI finished in 0.6s. ETA: 5.2s. Rate: 355.99 forecasts/min
[2025-12-22T20:36:23.249860] [DEBUG] [REMOTE    ] RARE: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:23.250820] [DEBUG] [LOCAL     ] Loaded configuration for RARE: 8 features, N/A% accuracy
[2025-12-22T20:36:23.250884] [INFO ] [LOCAL     ] RARE: Loaded 8 optimal features with 56.29% confidence from JSON config
[2025-12-22T20:36:23.250921] [DEBUG] [MAG       ] Building data for symbol: RARE with lookback: 0
[2025-12-22T20:36:23.251866] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-22T20:36:23.251935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:23.253775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:23.254358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:23.254834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:36:23.256675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:36:23.257537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:36:23.258876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-22T20:36:23.259543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-22T20:36:23.260503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-22T20:36:23.261921] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:23.263965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-22T20:36:23.266187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-22T20:36:23.267409] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:23.404598] [DEBUG] [MAG       ] PX: Last date is validated at 2025-12-22
[2025-12-22T20:36:23.450959] [DEBUG] [MAG       ] BAP: Last date is validated at 2025-12-22
[2025-12-22T20:36:23.568165] [DEBUG] [MAG       ] PX: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:23.597923] [DEBUG] [MAG       ] SCM: Last date is validated at 2025-12-22
[2025-12-22T20:36:23.599405] [DEBUG] [MAG       ] RARE: Last date is validated at 2025-12-22
[2025-12-22T20:36:23.617831] [DEBUG] [MAG       ] BAP: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:23.639743] [INFO ] [LOCAL     ] PX: Saved forecast.
[2025-12-22T20:36:23.639804] [INFO ] [main      ] PX: Signal=1 (Conf=90.0%), Magnitude=2.45% (Conf=54.0617%)
[2025-12-22T20:36:23.640137] [INFO ] [main      ] Fetching symbol history for KBWD...
[2025-12-22T20:36:23.640186] [DEBUG] [REMOTE    ] KBWD: Fetching historical data.
[2025-12-22T20:36:23.640626] [INFO ] [main      ] Progress: 396/426 forecasts completed (93.0%). PX finished in 0.6s. ETA: 5.1s. Rate: 354.74 forecasts/min
[2025-12-22T20:36:23.652805] [DEBUG] [REMOTE    ] KBWD: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:23.653908] [DEBUG] [LOCAL     ] Loaded configuration for KBWD: 3 features, N/A% accuracy
[2025-12-22T20:36:23.653961] [INFO ] [LOCAL     ] KBWD: Loaded 3 optimal features with 61.77% confidence from JSON config
[2025-12-22T20:36:23.653991] [DEBUG] [MAG       ] Building data for symbol: KBWD with lookback: 0
[2025-12-22T20:36:23.654764] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:36:23.654824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:36:23.655531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:36:23.656391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:36:23.658866] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:23.737599] [INFO ] [LOCAL     ] BAP: Saved forecast.
[2025-12-22T20:36:23.737669] [INFO ] [main      ] BAP: Signal=1 (Conf=90.0%), Magnitude=0.21% (Conf=50.152%)
[2025-12-22T20:36:23.737842] [INFO ] [main      ] Fetching symbol history for FOXA...
[2025-12-22T20:36:23.737890] [DEBUG] [REMOTE    ] FOXA: Fetching historical data.
[2025-12-22T20:36:23.739662] [INFO ] [main      ] Progress: 397/426 forecasts completed (93.2%). BAP finished in 0.7s. ETA: 4.9s. Rate: 355.11 forecasts/min
[2025-12-22T20:36:23.749107] [DEBUG] [REMOTE    ] FOXA: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:23.750113] [DEBUG] [LOCAL     ] Loaded configuration for FOXA: 9 features, N/A% accuracy
[2025-12-22T20:36:23.750167] [INFO ] [LOCAL     ] FOXA: Loaded 9 optimal features with 53.31% confidence from JSON config
[2025-12-22T20:36:23.750199] [DEBUG] [MAG       ] Building data for symbol: FOXA with lookback: 0
[2025-12-22T20:36:23.750995] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-22T20:36:23.751059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:23.755869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:23.757668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:23.758185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:23.758647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:23.759062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:36:23.761398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:36:23.762187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-22T20:36:23.763686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-22T20:36:23.764375] [DEBUG] [MAG       ] SCM: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:23.765108] [DEBUG] [MAG       ] RARE: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:23.767643] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:23.829326] [INFO ] [LOCAL     ] SCM: Saved forecast.
[2025-12-22T20:36:23.829410] [INFO ] [main      ] SCM: Signal=1 (Conf=90.0%), Magnitude=-2.34% (Conf=59.7414%)
[2025-12-22T20:36:23.829826] [INFO ] [main      ] Fetching symbol history for HYXF...
[2025-12-22T20:36:23.829877] [DEBUG] [REMOTE    ] HYXF: Fetching historical data.
[2025-12-22T20:36:23.829858] [INFO ] [main      ] Progress: 398/426 forecasts completed (93.4%). SCM finished in 0.7s. ETA: 4.7s. Rate: 355.52 forecasts/min
[2025-12-22T20:36:23.841210] [DEBUG] [REMOTE    ] HYXF: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:23.842336] [DEBUG] [LOCAL     ] Loaded configuration for HYXF: 4 features, N/A% accuracy
[2025-12-22T20:36:23.842385] [INFO ] [LOCAL     ] HYXF: Loaded 4 optimal features with 41.59% confidence from JSON config
[2025-12-22T20:36:23.842415] [DEBUG] [MAG       ] Building data for symbol: HYXF with lookback: 0
[2025-12-22T20:36:23.843217] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:36:23.843276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:23.848003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:36:23.848834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-22T20:36:23.850829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:23.852555] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:23.856924] [INFO ] [LOCAL     ] RARE: Saved forecast.
[2025-12-22T20:36:23.859135] [INFO ] [main      ] RARE: Signal=1 (Conf=90.0%), Magnitude=-2.51% (Conf=56.2885%)
[2025-12-22T20:36:23.859521] [INFO ] [main      ] Progress: 399/426 forecasts completed (93.7%). RARE finished in 0.6s. ETA: 4.5s. Rate: 356.26 forecasts/min
[2025-12-22T20:36:23.859676] [INFO ] [main      ] Fetching symbol history for CMI...
[2025-12-22T20:36:23.859721] [DEBUG] [REMOTE    ] CMI: Fetching historical data.
[2025-12-22T20:36:23.871126] [DEBUG] [REMOTE    ] CMI: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:23.872048] [DEBUG] [LOCAL     ] Loaded configuration for CMI: 5 features, N/A% accuracy
[2025-12-22T20:36:23.872105] [INFO ] [LOCAL     ] CMI: Loaded 5 optimal features with 57.39% confidence from JSON config
[2025-12-22T20:36:23.872136] [DEBUG] [MAG       ] Building data for symbol: CMI with lookback: 0
[2025-12-22T20:36:23.872956] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:36:23.873019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:23.877814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:23.879616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:23.880101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-22T20:36:23.880792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-22T20:36:23.882837] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:23.994882] [DEBUG] [MAG       ] KBWD: Last date is validated at 2025-12-22
[2025-12-22T20:36:24.101975] [DEBUG] [MAG       ] FOXA: Last date is validated at 2025-12-22
[2025-12-22T20:36:24.162782] [DEBUG] [MAG       ] KBWD: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:24.186375] [DEBUG] [MAG       ] HYXF: Last date is validated at 2025-12-22
[2025-12-22T20:36:24.215109] [DEBUG] [MAG       ] CMI: Last date is validated at 2025-12-22
[2025-12-22T20:36:24.223717] [INFO ] [LOCAL     ] KBWD: Saved forecast.
[2025-12-22T20:36:24.223785] [INFO ] [main      ] KBWD: Signal=1 (Conf=90.0%), Magnitude=-0.68% (Conf=61.7668%)
[2025-12-22T20:36:24.224221] [INFO ] [main      ] Fetching symbol history for DRLL...
[2025-12-22T20:36:24.224271] [DEBUG] [REMOTE    ] DRLL: Fetching historical data.
[2025-12-22T20:36:24.224658] [INFO ] [main      ] Progress: 400/426 forecasts completed (93.9%). KBWD finished in 0.6s. ETA: 4.4s. Rate: 355.22 forecasts/min
[2025-12-22T20:36:24.236059] [DEBUG] [REMOTE    ] DRLL: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:24.237159] [DEBUG] [LOCAL     ] Loaded configuration for DRLL: 3 features, N/A% accuracy
[2025-12-22T20:36:24.237213] [INFO ] [LOCAL     ] DRLL: Loaded 3 optimal features with 55.38% confidence from JSON config
[2025-12-22T20:36:24.237244] [DEBUG] [MAG       ] Building data for symbol: DRLL with lookback: 0
[2025-12-22T20:36:24.238148] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:36:24.238208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:36:24.238990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-22T20:36:24.241142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-22T20:36:24.242460] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:24.271210] [DEBUG] [MAG       ] FOXA: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:24.354309] [DEBUG] [MAG       ] HYXF: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:24.368722] [INFO ] [LOCAL     ] FOXA: Saved forecast.
[2025-12-22T20:36:24.368792] [INFO ] [main      ] FOXA: Signal=1 (Conf=90.0%), Magnitude=0.47% (Conf=53.3053%)
[2025-12-22T20:36:24.368955] [INFO ] [main      ] Fetching symbol history for GME...
[2025-12-22T20:36:24.369018] [DEBUG] [REMOTE    ] GME: Fetching historical data.
[2025-12-22T20:36:24.370662] [INFO ] [main      ] Progress: 401/426 forecasts completed (94.1%). FOXA finished in 0.6s. ETA: 4.2s. Rate: 355.34 forecasts/min
[2025-12-22T20:36:24.380931] [DEBUG] [REMOTE    ] GME: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:24.382286] [DEBUG] [LOCAL     ] Loaded configuration for GME: 4 features, N/A% accuracy
[2025-12-22T20:36:24.382339] [INFO ] [LOCAL     ] GME: Loaded 4 optimal features with 51.00% confidence from JSON config
[2025-12-22T20:36:24.382372] [DEBUG] [MAG       ] Building data for symbol: GME with lookback: 0
[2025-12-22T20:36:24.383152] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:36:24.383215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:24.384377] [DEBUG] [MAG       ] CMI: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:24.388065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:24.389893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:24.390383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:24.390811] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:24.415056] [INFO ] [LOCAL     ] HYXF: Saved forecast.
[2025-12-22T20:36:24.415123] [INFO ] [main      ] HYXF: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=41.5907%)
[2025-12-22T20:36:24.415509] [INFO ] [main      ] Progress: 402/426 forecasts completed (94.4%). HYXF finished in 0.6s. ETA: 4.0s. Rate: 355.99 forecasts/min
[2025-12-22T20:36:24.415655] [INFO ] [main      ] Fetching symbol history for HPF...
[2025-12-22T20:36:24.415699] [DEBUG] [REMOTE    ] HPF: Fetching historical data.
[2025-12-22T20:36:24.427534] [DEBUG] [REMOTE    ] HPF: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:24.428568] [DEBUG] [LOCAL     ] Loaded configuration for HPF: 8 features, N/A% accuracy
[2025-12-22T20:36:24.428641] [INFO ] [LOCAL     ] HPF: Loaded 8 optimal features with 56.59% confidence from JSON config
[2025-12-22T20:36:24.428671] [DEBUG] [MAG       ] Building data for symbol: HPF with lookback: 0
[2025-12-22T20:36:24.429450] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-22T20:36:24.429511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:24.434209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:36:24.435043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:36:24.437309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-22T20:36:24.438104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-22T20:36:24.440085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-22T20:36:24.440841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-22T20:36:24.443677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-22T20:36:24.444461] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:24.517782] [INFO ] [LOCAL     ] CMI: Saved forecast.
[2025-12-22T20:36:24.517848] [INFO ] [main      ] CMI: Signal=1 (Conf=90.0%), Magnitude=1.74% (Conf=57.3855%)
[2025-12-22T20:36:24.518010] [INFO ] [main      ] Fetching symbol history for AVK...
[2025-12-22T20:36:24.518053] [DEBUG] [REMOTE    ] AVK: Fetching historical data.
[2025-12-22T20:36:24.518898] [INFO ] [main      ] Progress: 403/426 forecasts completed (94.6%). CMI finished in 0.7s. ETA: 3.9s. Rate: 356.34 forecasts/min
[2025-12-22T20:36:24.530861] [DEBUG] [REMOTE    ] AVK: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:24.532634] [DEBUG] [LOCAL     ] Loaded configuration for AVK: 1 features, N/A% accuracy
[2025-12-22T20:36:24.532686] [INFO ] [LOCAL     ] AVK: Loaded 1 optimal features with 46.06% confidence from JSON config
[2025-12-22T20:36:24.532717] [DEBUG] [MAG       ] Building data for symbol: AVK with lookback: 0
[2025-12-22T20:36:24.533493] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-22T20:36:24.533550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:24.538272] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:24.589881] [DEBUG] [MAG       ] DRLL: Last date is validated at 2025-12-22
[2025-12-22T20:36:24.732885] [DEBUG] [MAG       ] GME: Last date is validated at 2025-12-22
[2025-12-22T20:36:24.767938] [DEBUG] [MAG       ] DRLL: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:24.779908] [DEBUG] [MAG       ] HPF: Last date is validated at 2025-12-22
[2025-12-22T20:36:24.872729] [DEBUG] [MAG       ] AVK: Last date is validated at 2025-12-22
[2025-12-22T20:36:24.899467] [DEBUG] [MAG       ] GME: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:24.926184] [INFO ] [LOCAL     ] DRLL: Saved forecast.
[2025-12-22T20:36:24.926251] [INFO ] [main      ] DRLL: Signal=1 (Conf=90.0%), Magnitude=2.29% (Conf=55.3794%)
[2025-12-22T20:36:24.926649] [INFO ] [main      ] Fetching symbol history for ALVO...
[2025-12-22T20:36:24.926700] [DEBUG] [REMOTE    ] ALVO: Fetching historical data.
[2025-12-22T20:36:24.926689] [INFO ] [main      ] Progress: 404/426 forecasts completed (94.8%). DRLL finished in 0.7s. ETA: 3.7s. Rate: 355.09 forecasts/min
[2025-12-22T20:36:24.939133] [DEBUG] [REMOTE    ] ALVO: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:24.940358] [DEBUG] [LOCAL     ] Loaded configuration for ALVO: 2 features, N/A% accuracy
[2025-12-22T20:36:24.940409] [INFO ] [LOCAL     ] ALVO: Loaded 2 optimal features with 47.86% confidence from JSON config
[2025-12-22T20:36:24.940440] [DEBUG] [MAG       ] Building data for symbol: ALVO with lookback: 0
[2025-12-22T20:36:24.941250] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:36:24.941309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:24.946184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-22T20:36:24.947062] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:24.948338] [DEBUG] [MAG       ] HPF: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:24.987952] [INFO ] [LOCAL     ] GME: Saved forecast.
[2025-12-22T20:36:24.988022] [INFO ] [main      ] GME: Signal=1 (Conf=90.0%), Magnitude=-1.01% (Conf=51.0035%)
[2025-12-22T20:36:24.988399] [INFO ] [main      ] Fetching symbol history for SATS...
[2025-12-22T20:36:24.988451] [DEBUG] [REMOTE    ] SATS: Fetching historical data.
[2025-12-22T20:36:24.988440] [INFO ] [main      ] Progress: 405/426 forecasts completed (95.1%). GME finished in 0.6s. ETA: 3.5s. Rate: 355.64 forecasts/min
[2025-12-22T20:36:25.000225] [DEBUG] [REMOTE    ] SATS: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:25.001142] [DEBUG] [LOCAL     ] Loaded configuration for SATS: 6 features, N/A% accuracy
[2025-12-22T20:36:25.001194] [INFO ] [LOCAL     ] SATS: Loaded 6 optimal features with 65.58% confidence from JSON config
[2025-12-22T20:36:25.001225] [DEBUG] [MAG       ] Building data for symbol: SATS with lookback: 0
[2025-12-22T20:36:25.002062] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:36:25.002127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:25.007045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:36:25.007980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:36:25.008888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:36:25.011363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:36:25.012598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-22T20:36:25.014691] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:25.018616] [INFO ] [LOCAL     ] HPF: Saved forecast.
[2025-12-22T20:36:25.018681] [INFO ] [main      ] HPF: Signal=1 (Conf=90.0%), Magnitude=-0.58% (Conf=56.5912%)
[2025-12-22T20:36:25.019106] [INFO ] [main      ] Progress: 406/426 forecasts completed (95.3%). HPF finished in 0.6s. ETA: 3.4s. Rate: 356.36 forecasts/min
[2025-12-22T20:36:25.019238] [INFO ] [main      ] Fetching symbol history for THRM...
[2025-12-22T20:36:25.019279] [DEBUG] [REMOTE    ] THRM: Fetching historical data.
[2025-12-22T20:36:25.031828] [DEBUG] [REMOTE    ] THRM: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:25.032743] [DEBUG] [LOCAL     ] Loaded configuration for THRM: 6 features, N/A% accuracy
[2025-12-22T20:36:25.032805] [INFO ] [LOCAL     ] THRM: Loaded 6 optimal features with 58.91% confidence from JSON config
[2025-12-22T20:36:25.032837] [DEBUG] [MAG       ] Building data for symbol: THRM with lookback: 0
[2025-12-22T20:36:25.033733] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-22T20:36:25.033797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:25.038278] [DEBUG] [MAG       ] AVK: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:25.038631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:25.040545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:25.041081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:25.041473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:36:25.042396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-22T20:36:25.043004] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:25.092615] [INFO ] [LOCAL     ] AVK: Saved forecast.
[2025-12-22T20:36:25.092680] [INFO ] [main      ] AVK: Signal=1 (Conf=90.0%), Magnitude=0.32% (Conf=46.0566%)
[2025-12-22T20:36:25.093090] [INFO ] [main      ] Fetching symbol history for PUK...
[2025-12-22T20:36:25.093142] [DEBUG] [REMOTE    ] PUK: Fetching historical data.
[2025-12-22T20:36:25.093672] [INFO ] [main      ] Progress: 407/426 forecasts completed (95.5%). AVK finished in 0.6s. ETA: 3.2s. Rate: 356.85 forecasts/min
[2025-12-22T20:36:25.105100] [DEBUG] [REMOTE    ] PUK: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:25.106243] [DEBUG] [LOCAL     ] Loaded configuration for PUK: 4 features, N/A% accuracy
[2025-12-22T20:36:25.106293] [INFO ] [LOCAL     ] PUK: Loaded 4 optimal features with 47.51% confidence from JSON config
[2025-12-22T20:36:25.106325] [DEBUG] [MAG       ] Building data for symbol: PUK with lookback: 0
[2025-12-22T20:36:25.107102] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:36:25.107162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:25.108828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:25.109354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:25.109777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-22T20:36:25.184161] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:25.289907] [DEBUG] [MAG       ] ALVO: Last date is validated at 2025-12-22
[2025-12-22T20:36:25.356960] [DEBUG] [MAG       ] SATS: Last date is validated at 2025-12-22
[2025-12-22T20:36:25.394722] [DEBUG] [MAG       ] THRM: Last date is validated at 2025-12-22
[2025-12-22T20:36:25.461118] [DEBUG] [MAG       ] ALVO: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:25.519390] [DEBUG] [MAG       ] PUK: Last date is validated at 2025-12-22
[2025-12-22T20:36:25.526611] [DEBUG] [MAG       ] SATS: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:25.527466] [INFO ] [LOCAL     ] ALVO: Saved forecast.
[2025-12-22T20:36:25.527535] [INFO ] [main      ] ALVO: Signal=1 (Conf=90.0%), Magnitude=1.56% (Conf=47.8626%)
[2025-12-22T20:36:25.527945] [INFO ] [main      ] Fetching symbol history for ARMK...
[2025-12-22T20:36:25.527996] [DEBUG] [REMOTE    ] ARMK: Fetching historical data.
[2025-12-22T20:36:25.528665] [INFO ] [main      ] Progress: 408/426 forecasts completed (95.8%). ALVO finished in 0.6s. ETA: 3.0s. Rate: 355.47 forecasts/min
[2025-12-22T20:36:25.541185] [DEBUG] [REMOTE    ] ARMK: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:25.542162] [DEBUG] [LOCAL     ] Loaded configuration for ARMK: 5 features, N/A% accuracy
[2025-12-22T20:36:25.542217] [INFO ] [LOCAL     ] ARMK: Loaded 5 optimal features with 51.73% confidence from JSON config
[2025-12-22T20:36:25.542249] [DEBUG] [MAG       ] Building data for symbol: ARMK with lookback: 0
[2025-12-22T20:36:25.543248] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:36:25.543308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:25.545186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:25.545724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:25.546134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:36:25.548493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-22T20:36:25.550155] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:25.571878] [DEBUG] [MAG       ] THRM: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:25.656670] [INFO ] [LOCAL     ] THRM: Saved forecast.
[2025-12-22T20:36:25.656737] [INFO ] [main      ] THRM: Signal=1 (Conf=90.0%), Magnitude=2.15% (Conf=58.9066%)
[2025-12-22T20:36:25.656933] [INFO ] [main      ] Fetching symbol history for HERO...
[2025-12-22T20:36:25.656978] [DEBUG] [REMOTE    ] HERO: Fetching historical data.
[2025-12-22T20:36:25.657883] [INFO ] [main      ] Progress: 409/426 forecasts completed (96.0%). THRM finished in 0.6s. ETA: 2.9s. Rate: 355.67 forecasts/min
[2025-12-22T20:36:25.670265] [DEBUG] [REMOTE    ] HERO: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:25.671290] [DEBUG] [LOCAL     ] Loaded configuration for HERO: 3 features, N/A% accuracy
[2025-12-22T20:36:25.671348] [INFO ] [LOCAL     ] HERO: Loaded 3 optimal features with 48.90% confidence from JSON config
[2025-12-22T20:36:25.671380] [DEBUG] [MAG       ] Building data for symbol: HERO with lookback: 0
[2025-12-22T20:36:25.672349] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-22T20:36:25.672415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:25.677669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-22T20:36:25.679976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-22T20:36:25.682759] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:25.690234] [INFO ] [LOCAL     ] SATS: Saved forecast.
[2025-12-22T20:36:25.690301] [INFO ] [main      ] SATS: Signal=1 (Conf=90.0%), Magnitude=-6.58% (Conf=65.5803%)
[2025-12-22T20:36:25.690671] [INFO ] [main      ] Progress: 410/426 forecasts completed (96.2%). SATS finished in 0.7s. ETA: 2.7s. Rate: 356.37 forecasts/min
[2025-12-22T20:36:25.690798] [INFO ] [main      ] Fetching symbol history for FCX...
[2025-12-22T20:36:25.690839] [DEBUG] [REMOTE    ] FCX: Fetching historical data.
[2025-12-22T20:36:25.696317] [DEBUG] [MAG       ] PUK: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:25.701281] [DEBUG] [REMOTE    ] FCX: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:25.703997] [DEBUG] [LOCAL     ] Loaded configuration for FCX: 8 features, N/A% accuracy
[2025-12-22T20:36:25.704050] [INFO ] [LOCAL     ] FCX: Loaded 8 optimal features with 66.14% confidence from JSON config
[2025-12-22T20:36:25.704080] [DEBUG] [MAG       ] Building data for symbol: FCX with lookback: 0
[2025-12-22T20:36:25.704870] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-22T20:36:25.704932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:25.706630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:25.707130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:25.707523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:36:25.765148] [INFO ] [LOCAL     ] PUK: Saved forecast.
[2025-12-22T20:36:25.765217] [INFO ] [main      ] PUK: Signal=1 (Conf=90.0%), Magnitude=0.04% (Conf=47.5106%)
[2025-12-22T20:36:25.765386] [INFO ] [main      ] Fetching symbol history for WH...
[2025-12-22T20:36:25.765430] [DEBUG] [REMOTE    ] WH: Fetching historical data.
[2025-12-22T20:36:25.765878] [INFO ] [main      ] Progress: 411/426 forecasts completed (96.5%). PUK finished in 0.7s. ETA: 2.5s. Rate: 356.85 forecasts/min
[2025-12-22T20:36:25.778003] [DEBUG] [REMOTE    ] WH: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:25.778983] [DEBUG] [LOCAL     ] Loaded configuration for WH: 2 features, N/A% accuracy
[2025-12-22T20:36:25.779071] [INFO ] [LOCAL     ] WH: Loaded 2 optimal features with 66.55% confidence from JSON config
[2025-12-22T20:36:25.779103] [DEBUG] [MAG       ] Building data for symbol: WH with lookback: 0
[2025-12-22T20:36:25.779937] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:36:25.779997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-22T20:36:25.780611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-22T20:36:25.782746] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:25.813044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:36:25.814160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-22T20:36:25.814856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-22T20:36:25.817591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-22T20:36:25.819137] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:25.882738] [DEBUG] [MAG       ] ARMK: Last date is validated at 2025-12-22
[2025-12-22T20:36:26.026259] [DEBUG] [MAG       ] HERO: Last date is validated at 2025-12-22
[2025-12-22T20:36:26.049410] [DEBUG] [MAG       ] ARMK: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:26.124166] [DEBUG] [MAG       ] WH: Last date is validated at 2025-12-22
[2025-12-22T20:36:26.130300] [INFO ] [LOCAL     ] ARMK: Saved forecast.
[2025-12-22T20:36:26.130364] [INFO ] [main      ] ARMK: Signal=1 (Conf=90.0%), Magnitude=0.60% (Conf=51.7312%)
[2025-12-22T20:36:26.130735] [INFO ] [main      ] Fetching symbol history for CZWI...
[2025-12-22T20:36:26.130786] [DEBUG] [REMOTE    ] CZWI: Fetching historical data.
[2025-12-22T20:36:26.131671] [INFO ] [main      ] Progress: 412/426 forecasts completed (96.7%). ARMK finished in 0.6s. ETA: 2.4s. Rate: 355.84 forecasts/min
[2025-12-22T20:36:26.142872] [DEBUG] [REMOTE    ] CZWI: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:26.144106] [DEBUG] [LOCAL     ] Loaded configuration for CZWI: 5 features, N/A% accuracy
[2025-12-22T20:36:26.144167] [INFO ] [LOCAL     ] CZWI: Loaded 5 optimal features with 52.49% confidence from JSON config
[2025-12-22T20:36:26.144197] [DEBUG] [MAG       ] Building data for symbol: CZWI with lookback: 0
[2025-12-22T20:36:26.145199] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:36:26.145260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:26.147220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:26.147754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:26.148151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:36:26.149123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:36:26.150885] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:26.152180] [DEBUG] [MAG       ] FCX: Last date is validated at 2025-12-22
[2025-12-22T20:36:26.202648] [DEBUG] [MAG       ] HERO: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:26.276272] [INFO ] [LOCAL     ] HERO: Saved forecast.
[2025-12-22T20:36:26.276336] [INFO ] [main      ] HERO: Signal=1 (Conf=90.0%), Magnitude=-0.54% (Conf=48.9021%)
[2025-12-22T20:36:26.276710] [INFO ] [main      ] Fetching symbol history for CTS...
[2025-12-22T20:36:26.276761] [DEBUG] [REMOTE    ] CTS: Fetching historical data.
[2025-12-22T20:36:26.278695] [INFO ] [main      ] Progress: 413/426 forecasts completed (96.9%). HERO finished in 0.6s. ETA: 2.2s. Rate: 355.95 forecasts/min
[2025-12-22T20:36:26.288288] [DEBUG] [REMOTE    ] CTS: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:26.289751] [DEBUG] [LOCAL     ] Loaded configuration for CTS: 4 features, N/A% accuracy
[2025-12-22T20:36:26.289808] [INFO ] [LOCAL     ] CTS: Loaded 4 optimal features with 54.93% confidence from JSON config
[2025-12-22T20:36:26.289840] [DEBUG] [MAG       ] Building data for symbol: CTS with lookback: 0
[2025-12-22T20:36:26.290681] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:36:26.290742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:26.295714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:26.297527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:26.298038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:26.298438] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:26.300985] [DEBUG] [MAG       ] WH: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:26.320851] [DEBUG] [MAG       ] FCX: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:26.400158] [INFO ] [LOCAL     ] WH: Saved forecast.
[2025-12-22T20:36:26.400224] [INFO ] [main      ] WH: Signal=1 (Conf=90.0%), Magnitude=-3.82% (Conf=66.5492%)
[2025-12-22T20:36:26.400390] [INFO ] [main      ] Fetching symbol history for STTK...
[2025-12-22T20:36:26.400433] [DEBUG] [REMOTE    ] STTK: Fetching historical data.
[2025-12-22T20:36:26.400996] [INFO ] [main      ] Progress: 414/426 forecasts completed (97.2%). WH finished in 0.6s. ETA: 2.0s. Rate: 356.18 forecasts/min
[2025-12-22T20:36:26.412217] [DEBUG] [REMOTE    ] STTK: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:26.413167] [DEBUG] [LOCAL     ] Loaded configuration for STTK: 7 features, N/A% accuracy
[2025-12-22T20:36:26.413218] [INFO ] [LOCAL     ] STTK: Loaded 7 optimal features with 58.63% confidence from JSON config
[2025-12-22T20:36:26.413250] [DEBUG] [MAG       ] Building data for symbol: STTK with lookback: 0
[2025-12-22T20:36:26.414048] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-22T20:36:26.414109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:26.418911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:26.421083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:26.421564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:26.422013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:36:26.424342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-22T20:36:26.425000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-22T20:36:26.426353] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:26.430216] [INFO ] [LOCAL     ] FCX: Saved forecast.
[2025-12-22T20:36:26.430286] [INFO ] [main      ] FCX: Signal=1 (Conf=90.0%), Magnitude=3.49% (Conf=66.1376%)
[2025-12-22T20:36:26.430624] [INFO ] [main      ] Fetching symbol history for EVH...
[2025-12-22T20:36:26.430673] [DEBUG] [REMOTE    ] EVH: Fetching historical data.
[2025-12-22T20:36:26.431472] [INFO ] [main      ] Progress: 415/426 forecasts completed (97.4%). FCX finished in 0.7s. ETA: 1.8s. Rate: 356.89 forecasts/min
[2025-12-22T20:36:26.441521] [DEBUG] [REMOTE    ] EVH: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:26.442567] [DEBUG] [LOCAL     ] Loaded configuration for EVH: 4 features, N/A% accuracy
[2025-12-22T20:36:26.442650] [INFO ] [LOCAL     ] EVH: Loaded 4 optimal features with 59.84% confidence from JSON config
[2025-12-22T20:36:26.442681] [DEBUG] [MAG       ] Building data for symbol: EVH with lookback: 0
[2025-12-22T20:36:26.443493] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-22T20:36:26.443555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-22T20:36:26.444222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-22T20:36:26.445290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:26.447030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-22T20:36:26.452678] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:26.485569] [DEBUG] [MAG       ] CZWI: Last date is validated at 2025-12-22
[2025-12-22T20:36:26.649964] [DEBUG] [MAG       ] CTS: Last date is validated at 2025-12-22
[2025-12-22T20:36:26.656043] [DEBUG] [MAG       ] CZWI: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:26.721615] [INFO ] [LOCAL     ] CZWI: Saved forecast.
[2025-12-22T20:36:26.721682] [INFO ] [main      ] CZWI: Signal=1 (Conf=90.0%), Magnitude=-0.58% (Conf=52.4915%)
[2025-12-22T20:36:26.722040] [INFO ] [main      ] Fetching symbol history for PRVA...
[2025-12-22T20:36:26.722090] [DEBUG] [REMOTE    ] PRVA: Fetching historical data.
[2025-12-22T20:36:26.722675] [INFO ] [main      ] Progress: 416/426 forecasts completed (97.7%). CZWI finished in 0.6s. ETA: 1.7s. Rate: 356.26 forecasts/min
[2025-12-22T20:36:26.734069] [DEBUG] [REMOTE    ] PRVA: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:26.735214] [DEBUG] [LOCAL     ] Loaded configuration for PRVA: 8 features, N/A% accuracy
[2025-12-22T20:36:26.735268] [INFO ] [LOCAL     ] PRVA: Loaded 8 optimal features with 48.83% confidence from JSON config
[2025-12-22T20:36:26.735300] [DEBUG] [MAG       ] Building data for symbol: PRVA with lookback: 0
[2025-12-22T20:36:26.736121] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-22T20:36:26.736187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:26.741271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:26.743162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:26.743674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:26.744117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:26.744516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:36:26.746962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:36:26.760911] [DEBUG] [MAG       ] STTK: Last date is validated at 2025-12-22
[2025-12-22T20:36:26.786765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-22T20:36:26.791210] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:26.800555] [DEBUG] [MAG       ] EVH: Last date is validated at 2025-12-22
[2025-12-22T20:36:26.823934] [DEBUG] [MAG       ] CTS: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:26.909682] [INFO ] [LOCAL     ] CTS: Saved forecast.
[2025-12-22T20:36:26.909752] [INFO ] [main      ] CTS: Signal=1 (Conf=90.0%), Magnitude=-1.19% (Conf=54.9336%)
[2025-12-22T20:36:26.909918] [INFO ] [main      ] Fetching symbol history for PLRX...
[2025-12-22T20:36:26.909962] [DEBUG] [REMOTE    ] PLRX: Fetching historical data.
[2025-12-22T20:36:26.911865] [INFO ] [main      ] Progress: 417/426 forecasts completed (97.9%). CTS finished in 0.6s. ETA: 1.5s. Rate: 356.15 forecasts/min
[2025-12-22T20:36:26.922914] [DEBUG] [REMOTE    ] PLRX: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:26.923797] [DEBUG] [LOCAL     ] Loaded configuration for PLRX: 1 features, N/A% accuracy
[2025-12-22T20:36:26.923852] [INFO ] [LOCAL     ] PLRX: Loaded 1 optimal features with 37.30% confidence from JSON config
[2025-12-22T20:36:26.923884] [DEBUG] [MAG       ] Building data for symbol: PLRX with lookback: 0
[2025-12-22T20:36:26.924706] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-22T20:36:26.924767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-22T20:36:26.925815] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:26.926288] [DEBUG] [MAG       ] STTK: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:26.979973] [DEBUG] [MAG       ] EVH: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:26.991635] [INFO ] [LOCAL     ] STTK: Saved forecast.
[2025-12-22T20:36:26.991703] [INFO ] [main      ] STTK: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=58.6258%)
[2025-12-22T20:36:26.991862] [INFO ] [main      ] Fetching symbol history for FIBK...
[2025-12-22T20:36:26.991905] [DEBUG] [REMOTE    ] FIBK: Fetching historical data.
[2025-12-22T20:36:26.993665] [INFO ] [main      ] Progress: 418/426 forecasts completed (98.1%). STTK finished in 0.6s. ETA: 1.3s. Rate: 356.59 forecasts/min
[2025-12-22T20:36:27.003382] [DEBUG] [REMOTE    ] FIBK: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:27.004438] [DEBUG] [LOCAL     ] Loaded configuration for FIBK: 9 features, N/A% accuracy
[2025-12-22T20:36:27.004495] [INFO ] [LOCAL     ] FIBK: Loaded 9 optimal features with 55.56% confidence from JSON config
[2025-12-22T20:36:27.004527] [DEBUG] [MAG       ] Building data for symbol: FIBK with lookback: 0
[2025-12-22T20:36:27.005317] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-22T20:36:27.005380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-22T20:36:27.010149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-22T20:36:27.010968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-22T20:36:27.013269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-22T20:36:27.074941] [INFO ] [LOCAL     ] EVH: Saved forecast.
[2025-12-22T20:36:27.075012] [INFO ] [main      ] EVH: Signal=1 (Conf=90.0%), Magnitude=2.32% (Conf=59.8429%)
[2025-12-22T20:36:27.075217] [INFO ] [main      ] Fetching symbol history for OCFC...
[2025-12-22T20:36:27.075272] [DEBUG] [REMOTE    ] OCFC: Fetching historical data.
[2025-12-22T20:36:27.076668] [INFO ] [main      ] Progress: 419/426 forecasts completed (98.4%). EVH finished in 0.6s. ETA: 1.2s. Rate: 357.02 forecasts/min
[2025-12-22T20:36:27.086721] [DEBUG] [REMOTE    ] OCFC: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:27.087839] [DEBUG] [LOCAL     ] Loaded configuration for OCFC: 2 features, N/A% accuracy
[2025-12-22T20:36:27.087896] [INFO ] [LOCAL     ] OCFC: Loaded 2 optimal features with 54.75% confidence from JSON config
[2025-12-22T20:36:27.087930] [DEBUG] [MAG       ] Building data for symbol: OCFC with lookback: 0
[2025-12-22T20:36:27.088871] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-22T20:36:27.088933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-22T20:36:27.089632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-22T20:36:27.091358] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:27.122781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-22T20:36:27.124825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-22T20:36:27.143642] [DEBUG] [MAG       ] PRVA: Last date is validated at 2025-12-22
[2025-12-22T20:36:27.163014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-22T20:36:27.210311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-22T20:36:27.212503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-22T20:36:27.213187] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:27.258650] [DEBUG] [MAG       ] PLRX: Last date is validated at 2025-12-22
[2025-12-22T20:36:27.311981] [DEBUG] [MAG       ] PRVA: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:27.391859] [INFO ] [LOCAL     ] PRVA: Saved forecast.
[2025-12-22T20:36:27.391931] [INFO ] [main      ] PRVA: Signal=1 (Conf=90.0%), Magnitude=2.62% (Conf=48.8284%)
[2025-12-22T20:36:27.392278] [INFO ] [main      ] Fetching symbol history for REAX...
[2025-12-22T20:36:27.392328] [DEBUG] [REMOTE    ] REAX: Fetching historical data.
[2025-12-22T20:36:27.392651] [INFO ] [main      ] Progress: 420/426 forecasts completed (98.6%). PRVA finished in 0.7s. ETA: 1.0s. Rate: 356.28 forecasts/min
[2025-12-22T20:36:27.403422] [DEBUG] [REMOTE    ] REAX: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:27.404592] [DEBUG] [LOCAL     ] Loaded configuration for REAX: 5 features, N/A% accuracy
[2025-12-22T20:36:27.404645] [INFO ] [LOCAL     ] REAX: Loaded 5 optimal features with 53.25% confidence from JSON config
[2025-12-22T20:36:27.404676] [DEBUG] [MAG       ] Building data for symbol: REAX with lookback: 0
[2025-12-22T20:36:27.405446] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-22T20:36:27.405508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-22T20:36:27.406427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-22T20:36:27.407665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-22T20:36:27.411831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-22T20:36:27.413785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-22T20:36:27.423862] [DEBUG] [MAG       ] PLRX: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:27.427453] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:27.449894] [DEBUG] [MAG       ] OCFC: Last date is validated at 2025-12-22
[2025-12-22T20:36:27.552840] [DEBUG] [MAG       ] FIBK: Last date is validated at 2025-12-22
[2025-12-22T20:36:27.577977] [INFO ] [LOCAL     ] PLRX: Saved forecast.
[2025-12-22T20:36:27.578045] [INFO ] [main      ] PLRX: Signal=1 (Conf=90.0%), Magnitude=7.49% (Conf=37.298%)
[2025-12-22T20:36:27.578212] [INFO ] [main      ] Fetching symbol history for OPP...
[2025-12-22T20:36:27.578255] [DEBUG] [REMOTE    ] OPP: Fetching historical data.
[2025-12-22T20:36:27.579160] [INFO ] [main      ] Progress: 421/426 forecasts completed (98.8%). PLRX finished in 0.7s. ETA: 0.8s. Rate: 356.19 forecasts/min
[2025-12-22T20:36:27.590803] [DEBUG] [REMOTE    ] OPP: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:27.591654] [DEBUG] [LOCAL     ] Loaded configuration for OPP: 9 features, N/A% accuracy
[2025-12-22T20:36:27.591705] [INFO ] [LOCAL     ] OPP: Loaded 9 optimal features with 42.67% confidence from JSON config
[2025-12-22T20:36:27.591737] [DEBUG] [MAG       ] Building data for symbol: OPP with lookback: 0
[2025-12-22T20:36:27.592515] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-22T20:36:27.592796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-22T20:36:27.594468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-22T20:36:27.595191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-22T20:36:27.595809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-22T20:36:27.597776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-22T20:36:27.598250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-22T20:36:27.599276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-22T20:36:27.601048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-22T20:36:27.602076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-22T20:36:27.602945] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:27.635997] [DEBUG] [MAG       ] OCFC: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:27.708268] [INFO ] [LOCAL     ] OCFC: Saved forecast.
[2025-12-22T20:36:27.708345] [INFO ] [main      ] OCFC: Signal=1 (Conf=90.0%), Magnitude=0.53% (Conf=54.7481%)
[2025-12-22T20:36:27.708829] [INFO ] [main      ] Fetching symbol history for GBDC...
[2025-12-22T20:36:27.708891] [DEBUG] [REMOTE    ] GBDC: Fetching historical data.
[2025-12-22T20:36:27.709649] [INFO ] [main      ] Progress: 422/426 forecasts completed (99.1%). OCFC finished in 0.6s. ETA: 0.7s. Rate: 356.38 forecasts/min
[2025-12-22T20:36:27.721241] [DEBUG] [REMOTE    ] GBDC: Successfully parsed 300 rows of historical data.
[2025-12-22T20:36:27.722311] [DEBUG] [LOCAL     ] Loaded configuration for GBDC: 1 features, N/A% accuracy
[2025-12-22T20:36:27.722370] [INFO ] [LOCAL     ] GBDC: Loaded 1 optimal features with 55.92% confidence from JSON config
[2025-12-22T20:36:27.722402] [DEBUG] [MAG       ] Building data for symbol: GBDC with lookback: 0
[2025-12-22T20:36:27.723364] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-22T20:36:27.723434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-22T20:36:27.724638] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-22T20:36:27.726067] [DEBUG] [MAG       ] FIBK: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:27.765803] [DEBUG] [MAG       ] REAX: Last date is validated at 2025-12-22
[2025-12-22T20:36:27.817125] [INFO ] [LOCAL     ] FIBK: Saved forecast.
[2025-12-22T20:36:27.817193] [INFO ] [main      ] FIBK: Signal=1 (Conf=90.0%), Magnitude=-0.89% (Conf=55.5577%)
[2025-12-22T20:36:27.818670] [INFO ] [main      ] Progress: 423/426 forecasts completed (99.3%). FIBK finished in 0.8s. ETA: 0.5s. Rate: 356.67 forecasts/min
[2025-12-22T20:36:27.933590] [DEBUG] [MAG       ] REAX: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:27.938718] [DEBUG] [MAG       ] OPP: Last date is validated at 2025-12-22
[2025-12-22T20:36:28.002232] [INFO ] [LOCAL     ] REAX: Saved forecast.
[2025-12-22T20:36:28.002298] [INFO ] [main      ] REAX: Signal=1 (Conf=90.0%), Magnitude=-2.84% (Conf=53.2527%)
[2025-12-22T20:36:28.003657] [INFO ] [main      ] Progress: 424/426 forecasts completed (99.5%). REAX finished in 0.6s. ETA: 0.3s. Rate: 356.59 forecasts/min
[2025-12-22T20:36:28.088346] [DEBUG] [MAG       ] GBDC: Last date is validated at 2025-12-22
[2025-12-22T20:36:28.102506] [DEBUG] [MAG       ] OPP: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:28.164199] [INFO ] [LOCAL     ] OPP: Saved forecast.
[2025-12-22T20:36:28.164261] [INFO ] [main      ] OPP: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=42.6694%)
[2025-12-22T20:36:28.164890] [INFO ] [main      ] Progress: 425/426 forecasts completed (99.8%). OPP finished in 0.6s. ETA: 0.2s. Rate: 356.63 forecasts/min
[2025-12-22T20:36:28.269696] [DEBUG] [MAG       ] GBDC: Forecast date (T1) determined as 2025-12-23
[2025-12-22T20:36:28.327832] [INFO ] [LOCAL     ] GBDC: Saved forecast.
[2025-12-22T20:36:28.327905] [INFO ] [main      ] GBDC: Signal=1 (Conf=90.0%), Magnitude=0.91% (Conf=55.9223%)
[2025-12-22T20:36:28.328555] [INFO ] [main      ] Progress: 426/426 forecasts completed (100.0%). GBDC finished in 0.6s. ETA: 0.0s. Rate: 356.65 forecasts/min
[2025-12-22T20:36:28.354058] [INFO ] [main      ] Parallel forecast generation completed in 1m 12s. Processed 426 forecasts.
[2025-12-22T20:36:28.354224] [INFO ] [main      ] Generated and saved 426 forecast pairs.
[2025-12-22T20:36:29.203470] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Generation Completed (426/426 @ 100.00%)'
[2025-12-22T20:36:29.204993] [INFO ] [MODE      ] Ignoring multithreaded flag for report generation
[2025-12-22T20:36:29.205071] [INFO ] [main      ] Fetching available MAG forecast dates...
[2025-12-22T20:36:29.205337] [INFO ] [main      ] Found 26 forecast dates
[2025-12-22T20:36:29.205375] [INFO ] [main      ] Processing forecast date: 2025-11-17
[2025-12-22T20:36:29.322257] [INFO ] [main      ] Overwriting existing report for 2025-11-17
[2025-12-22T20:36:29.325089] [INFO ] [main      ] Generated forecast report for 2025-11-17: 472 forecasts
[2025-12-22T20:36:29.325205] [INFO ] [main      ] Processing forecast date: 2025-11-18
[2025-12-22T20:36:29.427333] [INFO ] [main      ] Overwriting existing report for 2025-11-18
[2025-12-22T20:36:29.429241] [INFO ] [main      ] Generated forecast report for 2025-11-18: 421 forecasts
[2025-12-22T20:36:29.429396] [INFO ] [main      ] Processing forecast date: 2025-11-19
[2025-12-22T20:36:29.551898] [INFO ] [main      ] Overwriting existing report for 2025-11-19
[2025-12-22T20:36:29.553736] [INFO ] [main      ] Generated forecast report for 2025-11-19: 480 forecasts
[2025-12-22T20:36:29.553864] [INFO ] [main      ] Processing forecast date: 2025-11-20
[2025-12-22T20:36:29.647591] [INFO ] [main      ] Overwriting existing report for 2025-11-20
[2025-12-22T20:36:29.649212] [INFO ] [main      ] Generated forecast report for 2025-11-20: 423 forecasts
[2025-12-22T20:36:29.649317] [INFO ] [main      ] Processing forecast date: 2025-11-21
[2025-12-22T20:36:29.755237] [INFO ] [main      ] Overwriting existing report for 2025-11-21
[2025-12-22T20:36:29.776293] [INFO ] [main      ] Generated forecast report for 2025-11-21: 368 forecasts
[2025-12-22T20:36:29.776432] [INFO ] [main      ] Processing forecast date: 2025-11-24
[2025-12-22T20:36:29.898964] [INFO ] [main      ] Overwriting existing report for 2025-11-24
[2025-12-22T20:36:29.900879] [INFO ] [main      ] Generated forecast report for 2025-11-24: 527 forecasts
[2025-12-22T20:36:29.900985] [INFO ] [main      ] Processing forecast date: 2025-11-25
[2025-12-22T20:36:30.017892] [INFO ] [main      ] Overwriting existing report for 2025-11-25
[2025-12-22T20:36:30.020441] [INFO ] [main      ] Generated forecast report for 2025-11-25: 524 forecasts
[2025-12-22T20:36:30.020555] [INFO ] [main      ] Processing forecast date: 2025-11-26
[2025-12-22T20:36:30.135903] [INFO ] [main      ] Overwriting existing report for 2025-11-26
[2025-12-22T20:36:30.137667] [INFO ] [main      ] Generated forecast report for 2025-11-26: 452 forecasts
[2025-12-22T20:36:30.137774] [INFO ] [main      ] Processing forecast date: 2025-11-28
[2025-12-22T20:36:30.356893] [INFO ] [main      ] Overwriting existing report for 2025-11-28
[2025-12-22T20:36:30.360332] [INFO ] [main      ] Generated forecast report for 2025-11-28: 1002 forecasts
[2025-12-22T20:36:30.360510] [INFO ] [main      ] Processing forecast date: 2025-12-01
[2025-12-22T20:36:30.555105] [INFO ] [main      ] Overwriting existing report for 2025-12-01
[2025-12-22T20:36:30.557953] [INFO ] [main      ] Generated forecast report for 2025-12-01: 835 forecasts
[2025-12-22T20:36:30.558099] [INFO ] [main      ] Processing forecast date: 2025-12-02
[2025-12-22T20:36:30.746593] [INFO ] [main      ] Overwriting existing report for 2025-12-02
[2025-12-22T20:36:30.749246] [INFO ] [main      ] Generated forecast report for 2025-12-02: 769 forecasts
[2025-12-22T20:36:30.749406] [INFO ] [main      ] Processing forecast date: 2025-12-03
[2025-12-22T20:36:30.972139] [INFO ] [main      ] Overwriting existing report for 2025-12-03
[2025-12-22T20:36:30.975593] [INFO ] [main      ] Generated forecast report for 2025-12-03: 965 forecasts
[2025-12-22T20:36:30.975794] [INFO ] [main      ] Processing forecast date: 2025-12-04
[2025-12-22T20:36:31.264850] [INFO ] [main      ] Overwriting existing report for 2025-12-04
[2025-12-22T20:36:31.269962] [INFO ] [main      ] Generated forecast report for 2025-12-04: 965 forecasts
[2025-12-22T20:36:31.270317] [INFO ] [main      ] Processing forecast date: 2025-12-05
[2025-12-22T20:36:31.684529] [INFO ] [main      ] Overwriting existing report for 2025-12-05
[2025-12-22T20:36:31.689556] [INFO ] [main      ] Generated forecast report for 2025-12-05: 970 forecasts
[2025-12-22T20:36:31.689960] [INFO ] [main      ] Processing forecast date: 2025-12-08
[2025-12-22T20:36:31.984967] [INFO ] [main      ] Overwriting existing report for 2025-12-08
[2025-12-22T20:36:31.988249] [INFO ] [main      ] Generated forecast report for 2025-12-08: 935 forecasts
[2025-12-22T20:36:31.988457] [INFO ] [main      ] Processing forecast date: 2025-12-09
[2025-12-22T20:36:32.227817] [INFO ] [main      ] Overwriting existing report for 2025-12-09
[2025-12-22T20:36:32.232019] [INFO ] [main      ] Generated forecast report for 2025-12-09: 970 forecasts
[2025-12-22T20:36:32.232255] [INFO ] [main      ] Processing forecast date: 2025-12-10
[2025-12-22T20:36:32.331914] [INFO ] [main      ] Overwriting existing report for 2025-12-10
[2025-12-22T20:36:32.333557] [INFO ] [main      ] Generated forecast report for 2025-12-10: 438 forecasts
[2025-12-22T20:36:32.333687] [INFO ] [main      ] Processing forecast date: 2025-12-11
[2025-12-22T20:36:32.428469] [INFO ] [main      ] Overwriting existing report for 2025-12-11
[2025-12-22T20:36:32.430229] [INFO ] [main      ] Generated forecast report for 2025-12-11: 430 forecasts
[2025-12-22T20:36:32.430347] [INFO ] [main      ] Processing forecast date: 2025-12-12
[2025-12-22T20:36:32.526361] [INFO ] [main      ] Overwriting existing report for 2025-12-12
[2025-12-22T20:36:32.527961] [INFO ] [main      ] Generated forecast report for 2025-12-12: 412 forecasts
[2025-12-22T20:36:32.528068] [INFO ] [main      ] Processing forecast date: 2025-12-15
[2025-12-22T20:36:32.615596] [INFO ] [main      ] Overwriting existing report for 2025-12-15
[2025-12-22T20:36:32.617149] [INFO ] [main      ] Generated forecast report for 2025-12-15: 415 forecasts
[2025-12-22T20:36:32.617257] [INFO ] [main      ] Processing forecast date: 2025-12-16
[2025-12-22T20:36:32.713613] [INFO ] [main      ] Overwriting existing report for 2025-12-16
[2025-12-22T20:36:32.715594] [INFO ] [main      ] Generated forecast report for 2025-12-16: 429 forecasts
[2025-12-22T20:36:32.715719] [INFO ] [main      ] Processing forecast date: 2025-12-17
[2025-12-22T20:36:32.833038] [INFO ] [main      ] Overwriting existing report for 2025-12-17
[2025-12-22T20:36:32.834693] [INFO ] [main      ] Generated forecast report for 2025-12-17: 434 forecasts
[2025-12-22T20:36:32.834811] [INFO ] [main      ] Processing forecast date: 2025-12-18
[2025-12-22T20:36:32.939878] [INFO ] [main      ] Overwriting existing report for 2025-12-18
[2025-12-22T20:36:32.941633] [INFO ] [main      ] Generated forecast report for 2025-12-18: 430 forecasts
[2025-12-22T20:36:32.941780] [INFO ] [main      ] Processing forecast date: 2025-12-19
[2025-12-22T20:36:33.032399] [INFO ] [main      ] Overwriting existing report for 2025-12-19
[2025-12-22T20:36:33.034073] [INFO ] [main      ] Generated forecast report for 2025-12-19: 421 forecasts
[2025-12-22T20:36:33.034181] [INFO ] [main      ] Processing forecast date: 2025-12-22
[2025-12-22T20:36:33.136300] [INFO ] [main      ] Overwriting existing report for 2025-12-22
[2025-12-22T20:36:33.138071] [INFO ] [main      ] Generated forecast report for 2025-12-22: 455 forecasts
[2025-12-22T20:36:33.138191] [INFO ] [main      ] Processing forecast date: 2025-12-23
[2025-12-22T20:36:33.148299] [INFO ] [main      ] Generated forecast report for 2025-12-23: 426 forecasts
[2025-12-22T20:36:33.148406] [INFO ] [main      ] Generated 26/26 forecast reports
[2025-12-22T20:36:33.148460] [INFO ] [main      ] Reading forecast report for email: ./output/forecasts/full/2025-12-23.txt
[2025-12-22T20:36:33.906809] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Report - 2025-12-23'
[2025-12-22T20:36:33.907010] [INFO ] [main      ] Forecast report email sent for 2025-12-23
[2025-12-22T20:36:33.907073] [INFO ] [MAG       ] MAG operation completed successfully
[2025-12-22T20:36:33.907307] [WARN ] [STATE     ] State set to: COMPLETED_OK
[2025-12-22T20:36:33.907467] [INFO ] [STATE     ] Last completion updated: 2025-12-22T20:36:33.907366