[2025-12-24T20:30:03.005532] [INFO ] [MAG       ] Starting MAG operation...
[2025-12-24T20:30:03.190974] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2025-12-24T20:30:03.362638] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2025-12-24T20:30:03.536588] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2025-12-24T20:30:03.712957] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2025-12-24T20:30:03.713272] [WARN ] [STATE     ] State set to: WAITING
[2025-12-24T20:30:03.713334] [INFO ] [STATE     ] Checking service statuses...
[2025-12-24T20:30:03.719884] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:30:03.725511] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:30:03.795669] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:30:03.866227] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:30:03.936246] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:30:03.936418] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:30:06.941695] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:30:06.945597] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:30:06.948997] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:30:06.952339] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:30:06.955679] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:30:06.955755] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:30:09.961289] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:30:09.965563] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:30:09.969215] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:30:09.973105] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:30:09.977148] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:30:09.977238] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:30:12.983061] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:30:12.987007] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:30:12.990406] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:30:12.993893] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:30:12.997240] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:30:12.997311] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:30:16.003273] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:30:16.007263] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:30:16.011593] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:30:16.016078] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:30:16.020599] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:30:16.020760] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:30:19.026635] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:30:19.030830] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:30:19.034856] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:30:19.038412] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:30:19.041878] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:30:19.041953] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:30:22.047904] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:30:22.052016] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:30:22.055821] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:30:22.059346] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:30:22.062594] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:30:22.062665] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:30:25.067986] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:30:25.072266] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:30:25.076145] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:30:25.080006] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:30:25.083364] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:30:25.083433] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:30:28.088241] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:30:28.091904] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:30:28.096470] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:30:28.100716] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:30:28.104311] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:30:28.104396] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:30:31.112228] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:30:31.117934] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:30:31.122795] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:30:31.128346] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:30:31.132613] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:30:31.132723] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:30:34.137610] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:30:34.141649] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:30:34.212195] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:30:34.279757] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:30:34.347622] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:30:34.347732] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:30:37.353149] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:30:37.357312] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:30:37.361336] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:30:37.365645] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:30:37.369473] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:30:37.369561] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:30:40.376639] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:30:40.382058] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:30:40.387150] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:30:40.392681] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:30:40.397844] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:30:40.397953] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:30:43.403993] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:30:43.407683] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:30:43.411499] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:30:43.415017] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:30:43.418563] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:30:43.418660] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:30:46.424235] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:30:46.428114] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:30:46.432637] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:30:46.436470] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:30:46.440163] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:30:46.440251] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:30:49.446016] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:30:49.449827] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:30:49.453325] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:30:49.456680] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:30:49.460020] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:30:49.460090] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:30:52.465111] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:30:52.468568] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:30:52.471798] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:30:52.475938] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:30:52.479810] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:30:52.479894] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:30:55.486547] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:30:55.491529] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:30:55.496073] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:30:55.500616] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:30:55.504742] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:30:55.504829] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:30:58.509913] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:30:58.514223] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:30:58.518301] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:30:58.522796] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:30:58.527239] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:30:58.527335] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:31:01.533731] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:31:01.538415] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:31:01.548000] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:31:01.552112] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:31:01.555974] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:31:01.556112] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:31:04.561272] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:31:04.565172] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:31:04.570808] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:31:04.575931] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:31:04.581030] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:31:04.581129] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:31:07.586844] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:31:07.591867] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:31:07.596514] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:31:07.601184] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:31:07.606010] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:31:07.606103] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:31:10.612619] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:31:10.616354] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:31:10.619807] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:31:10.623230] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:31:10.626668] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:31:10.626745] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:31:13.631595] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:31:13.634984] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:31:13.638890] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:31:13.642650] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:31:13.646037] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:31:13.646117] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:31:16.650910] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:31:16.654911] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:31:16.658173] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:31:16.661605] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:31:16.665006] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:31:16.665112] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:31:19.670406] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:31:19.674555] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:31:19.678099] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:31:19.682026] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:31:19.685929] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:31:19.686002] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:31:22.691660] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:31:22.695747] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:31:22.699253] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:31:22.702852] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:31:22.706838] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:31:22.706958] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:31:25.712679] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:31:25.716643] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:31:25.720279] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:31:25.723888] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:31:25.727745] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:31:25.727819] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:31:28.732837] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:31:28.736829] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:31:28.740652] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:31:28.744533] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:31:28.748236] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:31:28.748334] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:31:31.753448] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:31:31.757323] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:31:31.761207] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:31:31.765830] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:31:31.769770] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:31:31.769861] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:31:34.777367] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:31:34.781624] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:31:34.785427] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:31:34.789403] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:31:34.793284] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:31:34.793409] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:31:37.799363] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:31:37.803906] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:31:37.872276] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:31:37.947915] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:31:38.016533] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:31:38.016657] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:31:41.021651] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:31:41.025971] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:31:41.030117] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:31:41.034100] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:31:41.037879] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:31:41.037992] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:31:44.042756] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:31:44.047164] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:31:44.051107] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:31:44.054631] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:31:44.058404] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:31:44.058506] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:31:47.063778] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:31:47.068146] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:31:47.072235] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:31:47.076344] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:31:47.080529] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:31:47.080696] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:31:50.086154] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:31:50.091051] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:31:50.095205] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:31:50.100451] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:31:50.105618] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:31:50.105738] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:31:53.112659] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:31:53.117534] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:31:53.121875] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:31:53.125922] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:31:53.130940] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:31:53.131074] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:31:56.136196] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:31:56.140400] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:31:56.144313] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:31:56.148204] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:31:56.151784] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:31:56.151863] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:31:59.157895] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:31:59.162900] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:31:59.167642] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:31:59.171539] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:31:59.175179] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:31:59.175272] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:32:02.181165] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:32:02.186187] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:32:02.193285] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:32:02.198401] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:32:02.203088] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:32:02.203201] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:32:05.208174] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:32:05.212039] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:32:05.215983] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:32:05.219820] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:32:05.223476] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:32:05.223565] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:32:08.228793] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:32:08.232784] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:32:08.237168] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:32:08.241337] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:32:08.245277] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:32:08.245354] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:32:11.250556] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:32:11.254751] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:32:11.258922] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:32:11.262810] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:32:11.266249] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:32:11.266350] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:32:14.271407] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:32:14.275368] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:32:14.279210] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:32:14.283658] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:32:14.288781] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:32:14.288894] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:32:17.294692] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:32:17.298449] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:32:17.301872] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:32:17.305786] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:32:17.310010] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:32:17.310130] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:32:20.315420] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:32:20.318917] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:32:20.322975] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:32:20.326758] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:32:20.330211] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:32:20.330286] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:32:23.336064] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:32:23.340448] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:32:23.344713] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:32:23.348554] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:32:23.352326] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:32:23.352407] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:32:26.358912] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:32:26.363105] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:32:26.367029] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:32:26.371704] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:32:26.375754] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:32:26.375836] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:32:29.382543] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:32:29.386459] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:32:29.390769] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:32:29.394116] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:32:29.397750] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:32:29.397816] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:32:32.402988] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:32:32.407100] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:32:32.410833] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:32:32.414605] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:32:32.418167] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:32:32.418239] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:32:35.425081] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:32:35.430679] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:32:35.435695] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:32:35.441183] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:32:35.445543] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:32:35.445651] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:32:38.450627] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:32:38.454407] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:32:38.458259] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:32:38.462333] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:32:38.467209] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:32:38.467301] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:32:41.471902] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:32:41.475598] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:32:41.479238] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:32:41.482689] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:32:41.486765] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:32:41.486889] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:32:44.491934] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:32:44.495817] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:32:44.499909] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:32:44.503621] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:32:44.507890] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:32:44.507996] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:32:47.513044] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:32:47.516863] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:32:47.520515] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:32:47.524369] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:32:47.528125] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:32:47.528218] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:32:50.533232] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:32:50.536764] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:32:50.540281] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:32:50.543748] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:32:50.547354] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:32:50.547448] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:32:53.552347] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:32:53.555964] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:32:53.559811] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:32:53.563828] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:32:53.567338] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:32:53.567418] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:32:56.572853] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:32:56.576447] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:32:56.579842] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:32:56.583125] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:32:56.586463] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:32:56.586541] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:32:59.595153] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:32:59.598890] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:32:59.602540] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:32:59.606818] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:32:59.611022] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:32:59.611129] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:33:02.616428] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:33:02.619802] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:33:02.623196] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:33:02.626369] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:33:02.629557] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:33:02.629647] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:33:05.635517] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:33:05.639635] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:33:05.643200] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:33:05.646863] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:33:05.650524] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:33:05.650632] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:33:08.655462] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:33:08.659071] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:33:08.663265] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:33:08.667027] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:33:08.671124] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:33:08.671194] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:33:11.676030] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:33:11.679450] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:33:11.683244] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:33:11.687081] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:33:11.690833] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:33:11.690904] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:33:14.696868] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:33:14.701255] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:33:14.705613] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:33:14.709527] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:33:14.713186] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:33:14.713275] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:33:17.718208] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:33:17.721637] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:33:17.726631] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:33:17.731886] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:33:17.737028] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:33:17.737161] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:33:20.741887] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:33:20.745616] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:33:20.749345] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:33:20.753041] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:33:20.756674] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:33:20.756761] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:33:23.762111] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:33:23.766059] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:33:23.769766] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:33:23.773428] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:33:23.777263] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:33:23.777353] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:33:26.782126] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:33:26.785968] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:33:26.789710] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:33:26.793548] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:33:26.797311] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:33:26.797409] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:33:29.802858] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:33:29.806309] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:33:29.809967] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:33:29.813478] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:33:29.816968] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:33:29.817036] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:33:32.821926] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:33:32.825778] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:33:32.829399] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:33:32.832970] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:33:32.836526] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:33:32.836631] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:33:35.842153] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:33:35.845779] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:33:35.849414] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:33:35.852829] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:33:35.856470] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:33:35.856564] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:33:38.862377] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:33:38.866516] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:33:38.872032] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:33:38.876767] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:33:38.882662] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:33:38.882775] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:33:41.888042] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:33:41.892517] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:33:41.896275] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:33:41.900403] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:33:41.904433] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:33:41.904529] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:33:44.909888] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:33:44.913390] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:33:44.916777] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:33:44.920109] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:33:44.923787] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:33:44.923889] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:33:47.929035] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:33:47.932935] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:33:47.936633] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:33:47.940358] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:33:47.944012] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:33:47.944108] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:33:50.949850] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:33:50.953702] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:33:50.957160] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:33:50.960497] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:33:50.963828] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:33:50.963922] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:33:53.969570] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:33:53.973316] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:33:53.976872] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:33:53.980413] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:33:53.983886] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:33:53.983957] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:33:56.990527] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:33:56.995788] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:33:57.000445] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:33:57.005541] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:33:57.010994] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:33:57.011143] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:34:00.017828] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:34:00.022224] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:34:00.025900] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:34:00.029691] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:34:00.033530] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:34:00.033622] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:34:03.038787] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:34:03.043977] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:34:03.047979] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:34:03.051682] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:34:03.055868] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:34:03.055985] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:34:06.062417] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:34:06.067827] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:34:06.072663] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:34:06.077265] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:34:06.082506] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:34:06.082849] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:34:09.087557] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:34:09.091280] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:34:09.295287] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:34:09.364418] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:34:09.433221] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:34:09.433355] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:34:12.438742] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:34:12.443881] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:34:12.447942] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:34:12.452145] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:34:12.456436] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:34:12.456591] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:34:15.462746] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:34:15.467339] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:34:15.471472] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:34:15.475504] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:34:15.479872] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:34:15.480004] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:34:18.486397] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:34:18.492586] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:34:18.497178] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:34:18.501423] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:34:18.506042] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:34:18.506183] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:34:21.512838] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:34:21.516245] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:34:21.519797] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:34:21.523202] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:34:21.526646] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:34:21.526766] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:34:24.534326] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:34:24.540210] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:34:24.544415] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:34:24.548681] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:34:24.552288] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:34:24.552364] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:34:27.557307] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:34:27.561200] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:34:27.564828] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:34:27.568254] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:34:27.571737] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:34:27.571820] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:34:30.576463] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:34:30.580257] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:34:30.583789] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:34:30.587305] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:34:30.590662] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:34:30.590742] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:34:33.596987] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:34:33.601693] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:34:33.606177] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:34:33.610662] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:34:33.614314] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:34:33.614390] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:34:36.620608] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:34:36.625484] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:34:36.630160] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:34:36.634599] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:34:36.639099] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:34:36.639203] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:34:39.644779] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:34:39.648963] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:34:39.653349] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:34:39.657623] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:34:39.662131] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:34:39.662201] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:34:42.667866] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:34:42.671946] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:34:42.675520] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:34:42.678916] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:34:42.682374] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:34:42.682467] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:34:45.687032] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:34:45.690704] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:34:45.694145] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:34:45.697518] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:34:45.701059] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:34:45.701142] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:34:48.706643] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:34:48.710248] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:34:48.713589] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:34:48.717237] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:34:48.720593] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:34:48.720666] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:34:51.725565] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:34:51.730129] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:34:51.734384] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:34:51.738887] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:34:51.743216] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:34:51.743364] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:34:54.749305] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:34:54.753058] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:34:54.756243] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:34:54.759610] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:34:54.762869] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:34:54.762939] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:34:57.768098] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:34:57.771992] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:34:57.775471] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:34:57.778873] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:34:57.782299] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:34:57.782392] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:35:00.788330] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:35:00.794885] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:35:00.801735] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:35:00.807529] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:35:00.812737] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:35:00.812812] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:35:03.818235] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:35:03.822375] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:35:03.826112] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:35:03.829815] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:35:03.833386] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:35:03.833467] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:35:06.838653] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:35:06.842283] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:35:06.845873] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:35:06.849314] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:35:06.852720] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:35:06.852789] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:35:09.858087] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:35:09.861865] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:35:09.865992] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:35:09.870230] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:35:09.874750] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:35:09.874865] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:35:12.879968] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:35:12.883933] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:35:12.887555] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:35:12.890936] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:35:12.894619] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:35:12.894701] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:35:15.899823] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:35:15.903434] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:35:15.906891] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:35:15.910719] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:35:15.914689] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:35:15.914792] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:35:18.920529] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:35:18.925326] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:35:18.930333] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:35:18.934526] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:35:18.938617] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:35:18.938773] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:35:21.944949] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:35:21.949488] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:35:21.953037] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:35:21.956779] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:35:21.960589] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:35:21.960668] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:35:24.965964] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:35:24.970026] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:35:24.973806] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:35:24.978258] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:35:24.984063] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:35:24.984224] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:35:27.989385] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:35:27.992925] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:35:27.996408] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:35:27.999695] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:35:28.003327] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:35:28.003430] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:35:31.010125] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:35:31.014042] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:35:31.018096] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:35:31.022680] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:35:31.026662] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:35:31.026756] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:35:34.031961] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:35:34.035346] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:35:34.038513] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:35:34.041802] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:35:34.044973] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:35:34.045053] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:35:37.053885] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:35:37.057931] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:35:37.061733] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-24T20:35:37.065704] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:35:37.069295] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:35:37.069388] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-24T20:35:40.074148] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-24T20:35:40.077889] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:35:40.081964] [WARN ] [sig-status] Service 'sig' is not running.
[2025-12-24T20:35:40.085593] [WARN ] [sig-status] Service 'sig' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-24T20:35:40.089777] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-24T20:35:40.190752] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-24T20:35:40.191034] [WARN ] [STATE     ] State set to: RUNNING
[2025-12-24T20:35:40.191164] [INFO ] [MODE      ] Using multithreaded
[2025-12-24T20:35:40.191243] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-24T20:35:40.196790] [DEBUG] [REMOTE    ] Found 52 available forecast dates.
[2025-12-24T20:35:40.197007] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-26.txt'.
[2025-12-24T20:35:40.203921] [DEBUG] [REMOTE    ] Fetched 3551 signal forecasts for 2025-12-26.
[2025-12-24T20:35:40.231601] [INFO ] [main      ] Starting parallel forecast configuration with 4 worker processes for 0 symbols
[2025-12-24T20:35:40.232760] [INFO ] [main      ] Parallel configuration completed in 0.0s. Processed 0 symbols.
[2025-12-24T20:35:40.232833] [INFO ] [main      ] Configuration success rate: 0.0% (0/0 symbols)
[2025-12-24T20:35:40.680599] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: MAG Forecast Configuration Completed (0/0 @ 0.00%)'
[2025-12-24T20:35:40.690007] [INFO ] [MODE      ] Using multithreaded
[2025-12-24T20:35:40.690108] [INFO ] [main      ] Fetching signal forecasts...
[2025-12-24T20:35:40.690171] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-24T20:35:40.696499] [DEBUG] [REMOTE    ] Found 52 available forecast dates.
[2025-12-24T20:35:40.696768] [INFO ] [main      ] Found available forecast date (2025-12-26).
[2025-12-24T20:35:40.696851] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-26.txt'.
[2025-12-24T20:35:40.703555] [DEBUG] [REMOTE    ] Fetched 3551 signal forecasts for 2025-12-26.
[2025-12-24T20:35:40.703763] [INFO ] [main      ] Fetched 3551 forecasts.
[2025-12-24T20:35:40.704018] [INFO ] [main      ] Found 364 high-confidence bullish forecasts (>= 90.0%).
[2025-12-24T20:35:40.704081] [INFO ] [main      ] Starting parallel forecast generation with 4 worker processes for 364 symbols
[2025-12-24T20:35:40.730625] [INFO ] [main      ] Fetching symbol history for PFL...
[2025-12-24T20:35:40.730758] [INFO ] [main      ] Fetching symbol history for PCN...
[2025-12-24T20:35:40.730854] [INFO ] [main      ] Fetching symbol history for OABI...
[2025-12-24T20:35:40.731034] [DEBUG] [REMOTE    ] PFL: Fetching historical data.
[2025-12-24T20:35:40.731094] [DEBUG] [REMOTE    ] PCN: Fetching historical data.
[2025-12-24T20:35:40.731136] [DEBUG] [REMOTE    ] OABI: Fetching historical data.
[2025-12-24T20:35:40.733060] [INFO ] [main      ] Fetching symbol history for GPRE...
[2025-12-24T20:35:40.733347] [DEBUG] [REMOTE    ] GPRE: Fetching historical data.
[2025-12-24T20:35:40.759013] [DEBUG] [REMOTE    ] PCN: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:40.759013] [DEBUG] [REMOTE    ] OABI: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:40.760213] [DEBUG] [LOCAL     ] Loaded configuration for PCN: 4 features, N/A% accuracy
[2025-12-24T20:35:40.760279] [INFO ] [LOCAL     ] PCN: Loaded 4 optimal features with 56.27% confidence from JSON config
[2025-12-24T20:35:40.760317] [DEBUG] [MAG       ] Building data for symbol: PCN with lookback: 0
[2025-12-24T20:35:40.760865] [DEBUG] [LOCAL     ] Loaded configuration for OABI: 10 features, N/A% accuracy
[2025-12-24T20:35:40.760935] [INFO ] [LOCAL     ] OABI: Loaded 10 optimal features with 36.85% confidence from JSON config
[2025-12-24T20:35:40.760975] [DEBUG] [MAG       ] Building data for symbol: OABI with lookback: 0
[2025-12-24T20:35:40.762482] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:35:40.762621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:40.762713] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-24T20:35:40.762807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:40.764174] [DEBUG] [REMOTE    ] PFL: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:40.764174] [DEBUG] [REMOTE    ] GPRE: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:40.765279] [DEBUG] [LOCAL     ] Loaded configuration for GPRE: 4 features, N/A% accuracy
[2025-12-24T20:35:40.765360] [INFO ] [LOCAL     ] GPRE: Loaded 4 optimal features with 72.81% confidence from JSON config
[2025-12-24T20:35:40.765417] [DEBUG] [MAG       ] Building data for symbol: GPRE with lookback: 0
[2025-12-24T20:35:40.765461] [DEBUG] [LOCAL     ] Loaded configuration for PFL: 15 features, N/A% accuracy
[2025-12-24T20:35:40.765541] [INFO ] [LOCAL     ] PFL: Loaded 15 optimal features with 29.36% confidence from JSON config
[2025-12-24T20:35:40.765644] [DEBUG] [MAG       ] Building data for symbol: PFL with lookback: 0
[2025-12-24T20:35:40.768059] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:35:40.768059] [DEBUG] [FEATURES  ] DataBuilder: Executing 15 feature methods.
[2025-12-24T20:35:40.768157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:40.768170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:40.770405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:40.770407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:40.772267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:40.772889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:35:40.772956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:40.773642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:40.773783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:35:40.773802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:35:40.774319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:40.774406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:35:40.774780] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:40.774833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:35:40.778208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-24T20:35:40.778856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-24T20:35:40.781428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-24T20:35:40.782499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-24T20:35:40.784033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-24T20:35:40.787652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-24T20:35:40.789313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-24T20:35:40.790065] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:40.790948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:35:40.791486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-24T20:35:40.792561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-24T20:35:40.794470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-24T20:35:40.795566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-24T20:35:40.796421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-24T20:35:40.798032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-24T20:35:40.804956] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:40.898770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-24T20:35:40.979628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-24T20:35:40.980663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-24T20:35:40.983284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-24T20:35:40.985379] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:41.138354] [DEBUG] [MAG       ] PCN: Last date is validated at 2025-12-24
[2025-12-24T20:35:41.149822] [DEBUG] [MAG       ] GPRE: Last date is validated at 2025-12-24
[2025-12-24T20:35:41.169043] [DEBUG] [MAG       ] PFL: Last date is validated at 2025-12-24
[2025-12-24T20:35:41.304561] [DEBUG] [MAG       ] PCN: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:41.318603] [DEBUG] [MAG       ] GPRE: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:41.327217] [DEBUG] [MAG       ] OABI: Last date is validated at 2025-12-24
[2025-12-24T20:35:41.340653] [DEBUG] [MAG       ] PFL: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:41.382285] [INFO ] [LOCAL     ] PCN: Saved forecast.
[2025-12-24T20:35:41.382365] [INFO ] [main      ] PCN: Signal=1 (Conf=100.0%), Magnitude=-0.51% (Conf=56.2675%)
[2025-12-24T20:35:41.382996] [INFO ] [main      ] Fetching symbol history for CCK...
[2025-12-24T20:35:41.383055] [DEBUG] [REMOTE    ] CCK: Fetching historical data.
[2025-12-24T20:35:41.384221] [INFO ] [main      ] Progress: 1/364 forecasts completed (0.3%). PCN finished in 0.7s. ETA: 4m 7s. Rate: 88.29 forecasts/min
[2025-12-24T20:35:41.394405] [DEBUG] [REMOTE    ] CCK: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:41.395310] [DEBUG] [LOCAL     ] Loaded configuration for CCK: 5 features, N/A% accuracy
[2025-12-24T20:35:41.395385] [INFO ] [LOCAL     ] CCK: Loaded 5 optimal features with 58.19% confidence from JSON config
[2025-12-24T20:35:41.395419] [DEBUG] [MAG       ] Building data for symbol: CCK with lookback: 0
[2025-12-24T20:35:41.396251] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:35:41.396313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:41.401155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:35:41.402969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:35:41.407407] [INFO ] [LOCAL     ] GPRE: Saved forecast.
[2025-12-24T20:35:41.407477] [INFO ] [main      ] GPRE: Signal=1 (Conf=100.0%), Magnitude=-1.27% (Conf=72.8115%)
[2025-12-24T20:35:41.408073] [INFO ] [main      ] Fetching symbol history for TSQ...
[2025-12-24T20:35:41.408130] [DEBUG] [REMOTE    ] TSQ: Fetching historical data.
[2025-12-24T20:35:41.408630] [INFO ] [main      ] Progress: 2/364 forecasts completed (0.5%). GPRE finished in 0.7s. ETA: 2m 8s. Rate: 170.33 forecasts/min
[2025-12-24T20:35:41.419152] [DEBUG] [REMOTE    ] TSQ: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:41.420081] [DEBUG] [LOCAL     ] Loaded configuration for TSQ: 4 features, N/A% accuracy
[2025-12-24T20:35:41.420132] [INFO ] [LOCAL     ] TSQ: Loaded 4 optimal features with 55.88% confidence from JSON config
[2025-12-24T20:35:41.420163] [DEBUG] [MAG       ] Building data for symbol: TSQ with lookback: 0
[2025-12-24T20:35:41.420938] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:35:41.420997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:41.425701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-24T20:35:41.425921] [INFO ] [LOCAL     ] PFL: Saved forecast.
[2025-12-24T20:35:41.425997] [INFO ] [main      ] PFL: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=29.3567%)
[2025-12-24T20:35:41.426475] [INFO ] [main      ] Fetching symbol history for PMAX...
[2025-12-24T20:35:41.426530] [DEBUG] [REMOTE    ] PMAX: Fetching historical data.
[2025-12-24T20:35:41.426625] [INFO ] [main      ] Progress: 3/364 forecasts completed (0.8%). PFL finished in 0.7s. ETA: 1m 27s. Rate: 249.14 forecasts/min
[2025-12-24T20:35:41.428454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-24T20:35:41.429894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-24T20:35:41.430535] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:41.436688] [DEBUG] [REMOTE    ] PMAX: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:41.437646] [DEBUG] [LOCAL     ] Loaded configuration for PMAX: 6 features, N/A% accuracy
[2025-12-24T20:35:41.437698] [INFO ] [LOCAL     ] PMAX: Loaded 6 optimal features with 47.90% confidence from JSON config
[2025-12-24T20:35:41.437729] [DEBUG] [MAG       ] Building data for symbol: PMAX with lookback: 0
[2025-12-24T20:35:41.438656] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:35:41.438716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:41.443548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:41.444043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:35:41.445286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:41.445561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-24T20:35:41.445771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:41.446159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:35:41.446920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:35:41.447718] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:41.448542] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:41.500451] [DEBUG] [MAG       ] OABI: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:41.579373] [INFO ] [LOCAL     ] OABI: Saved forecast.
[2025-12-24T20:35:41.579449] [INFO ] [main      ] OABI: Signal=1 (Conf=100.0%), Magnitude=0.03% (Conf=36.8497%)
[2025-12-24T20:35:41.579717] [INFO ] [main      ] Fetching symbol history for CNK...
[2025-12-24T20:35:41.579769] [DEBUG] [REMOTE    ] CNK: Fetching historical data.
[2025-12-24T20:35:41.580753] [INFO ] [main      ] Progress: 4/364 forecasts completed (1.1%). OABI finished in 0.8s. ETA: 1m 19s. Rate: 273.78 forecasts/min
[2025-12-24T20:35:41.590825] [DEBUG] [REMOTE    ] CNK: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:41.591804] [DEBUG] [LOCAL     ] Loaded configuration for CNK: 6 features, N/A% accuracy
[2025-12-24T20:35:41.591862] [INFO ] [LOCAL     ] CNK: Loaded 6 optimal features with 53.39% confidence from JSON config
[2025-12-24T20:35:41.591906] [DEBUG] [MAG       ] Building data for symbol: CNK with lookback: 0
[2025-12-24T20:35:41.592679] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:35:41.592746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:41.594391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:41.594901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:35:41.595327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:41.595752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-24T20:35:41.644801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:35:41.646086] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:41.779807] [DEBUG] [MAG       ] TSQ: Last date is validated at 2025-12-24
[2025-12-24T20:35:41.802298] [DEBUG] [MAG       ] CCK: Last date is validated at 2025-12-24
[2025-12-24T20:35:41.824759] [DEBUG] [MAG       ] PMAX: Last date is validated at 2025-12-24
[2025-12-24T20:35:41.953324] [DEBUG] [MAG       ] TSQ: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:41.970248] [DEBUG] [MAG       ] CCK: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:41.982352] [DEBUG] [MAG       ] CNK: Last date is validated at 2025-12-24
[2025-12-24T20:35:42.002494] [DEBUG] [MAG       ] PMAX: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:42.015417] [INFO ] [LOCAL     ] TSQ: Saved forecast.
[2025-12-24T20:35:42.015487] [INFO ] [main      ] TSQ: Signal=1 (Conf=100.0%), Magnitude=-4.41% (Conf=55.8827%)
[2025-12-24T20:35:42.015856] [INFO ] [main      ] Fetching symbol history for RRGB...
[2025-12-24T20:35:42.015909] [DEBUG] [REMOTE    ] RRGB: Fetching historical data.
[2025-12-24T20:35:42.016656] [INFO ] [main      ] Progress: 5/364 forecasts completed (1.4%). TSQ finished in 0.6s. ETA: 1m 34s. Rate: 228.57 forecasts/min
[2025-12-24T20:35:42.027972] [DEBUG] [REMOTE    ] RRGB: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:42.029028] [DEBUG] [LOCAL     ] Loaded configuration for RRGB: 6 features, N/A% accuracy
[2025-12-24T20:35:42.029082] [INFO ] [LOCAL     ] RRGB: Loaded 6 optimal features with 56.01% confidence from JSON config
[2025-12-24T20:35:42.029114] [DEBUG] [MAG       ] Building data for symbol: RRGB with lookback: 0
[2025-12-24T20:35:42.029933] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:35:42.029993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:42.034847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:42.036810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:42.037504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:42.038088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:35:42.039413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-24T20:35:42.040148] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:42.067707] [INFO ] [LOCAL     ] CCK: Saved forecast.
[2025-12-24T20:35:42.067778] [INFO ] [main      ] CCK: Signal=1 (Conf=100.0%), Magnitude=0.38% (Conf=58.1949%)
[2025-12-24T20:35:42.067983] [INFO ] [main      ] Fetching symbol history for CBNK...
[2025-12-24T20:35:42.068029] [DEBUG] [REMOTE    ] CBNK: Fetching historical data.
[2025-12-24T20:35:42.069623] [INFO ] [main      ] Progress: 6/364 forecasts completed (1.6%). CCK finished in 0.7s. ETA: 1m 21s. Rate: 263.64 forecasts/min
[2025-12-24T20:35:42.079246] [DEBUG] [REMOTE    ] CBNK: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:42.080098] [DEBUG] [LOCAL     ] Loaded configuration for CBNK: 4 features, N/A% accuracy
[2025-12-24T20:35:42.080154] [INFO ] [LOCAL     ] CBNK: Loaded 4 optimal features with 42.30% confidence from JSON config
[2025-12-24T20:35:42.080185] [DEBUG] [MAG       ] Building data for symbol: CBNK with lookback: 0
[2025-12-24T20:35:42.081076] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:35:42.081157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:42.083271] [INFO ] [LOCAL     ] PMAX: Saved forecast.
[2025-12-24T20:35:42.083338] [INFO ] [main      ] PMAX: Signal=1 (Conf=100.0%), Magnitude=-9.28% (Conf=47.8997%)
[2025-12-24T20:35:42.083731] [INFO ] [main      ] Fetching symbol history for SEM...
[2025-12-24T20:35:42.083783] [DEBUG] [REMOTE    ] SEM: Fetching historical data.
[2025-12-24T20:35:42.084617] [INFO ] [main      ] Progress: 7/364 forecasts completed (1.9%). PMAX finished in 0.7s. ETA: 1m 10s. Rate: 304.24 forecasts/min
[2025-12-24T20:35:42.086079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:35:42.095538] [DEBUG] [REMOTE    ] SEM: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:42.096402] [DEBUG] [LOCAL     ] Loaded configuration for SEM: 5 features, N/A% accuracy
[2025-12-24T20:35:42.096473] [INFO ] [LOCAL     ] SEM: Loaded 5 optimal features with 67.64% confidence from JSON config
[2025-12-24T20:35:42.096506] [DEBUG] [MAG       ] Building data for symbol: SEM with lookback: 0
[2025-12-24T20:35:42.097317] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:35:42.097378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:42.102521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:42.104333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:42.104820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:42.105198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-24T20:35:42.106760] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:42.153711] [DEBUG] [MAG       ] CNK: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:42.203263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-24T20:35:42.237722] [INFO ] [LOCAL     ] CNK: Saved forecast.
[2025-12-24T20:35:42.237788] [INFO ] [main      ] CNK: Signal=1 (Conf=100.0%), Magnitude=3.12% (Conf=53.3928%)
[2025-12-24T20:35:42.238191] [INFO ] [main      ] Progress: 8/364 forecasts completed (2.2%). CNK finished in 0.7s. ETA: 1m 8s. Rate: 312.90 forecasts/min
[2025-12-24T20:35:42.238316] [INFO ] [main      ] Fetching symbol history for QLYS...
[2025-12-24T20:35:42.238359] [DEBUG] [REMOTE    ] QLYS: Fetching historical data.
[2025-12-24T20:35:42.249695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-24T20:35:42.249817] [DEBUG] [REMOTE    ] QLYS: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:42.250722] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:42.250744] [DEBUG] [LOCAL     ] Loaded configuration for QLYS: 6 features, N/A% accuracy
[2025-12-24T20:35:42.250806] [INFO ] [LOCAL     ] QLYS: Loaded 6 optimal features with 56.44% confidence from JSON config
[2025-12-24T20:35:42.250839] [DEBUG] [MAG       ] Building data for symbol: QLYS with lookback: 0
[2025-12-24T20:35:42.251651] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:35:42.251722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:42.253377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:42.253887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:42.254264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-24T20:35:42.255292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-24T20:35:42.256477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-24T20:35:42.257722] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:42.382250] [DEBUG] [MAG       ] RRGB: Last date is validated at 2025-12-24
[2025-12-24T20:35:42.460892] [DEBUG] [MAG       ] SEM: Last date is validated at 2025-12-24
[2025-12-24T20:35:42.556346] [DEBUG] [MAG       ] RRGB: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:42.593227] [DEBUG] [MAG       ] QLYS: Last date is validated at 2025-12-24
[2025-12-24T20:35:42.599103] [DEBUG] [MAG       ] CBNK: Last date is validated at 2025-12-24
[2025-12-24T20:35:42.625598] [INFO ] [LOCAL     ] RRGB: Saved forecast.
[2025-12-24T20:35:42.625669] [INFO ] [main      ] RRGB: Signal=1 (Conf=100.0%), Magnitude=3.58% (Conf=56.0096%)
[2025-12-24T20:35:42.626072] [INFO ] [main      ] Fetching symbol history for PVL...
[2025-12-24T20:35:42.626140] [DEBUG] [REMOTE    ] PVL: Fetching historical data.
[2025-12-24T20:35:42.626657] [INFO ] [main      ] Progress: 9/364 forecasts completed (2.5%). RRGB finished in 0.6s. ETA: 1m 16s. Rate: 280.88 forecasts/min
[2025-12-24T20:35:42.630179] [DEBUG] [MAG       ] SEM: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:42.637802] [DEBUG] [REMOTE    ] PVL: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:42.639983] [DEBUG] [LOCAL     ] Loaded configuration for PVL: 7 features, N/A% accuracy
[2025-12-24T20:35:42.640040] [INFO ] [LOCAL     ] PVL: Loaded 7 optimal features with 40.39% confidence from JSON config
[2025-12-24T20:35:42.640073] [DEBUG] [MAG       ] Building data for symbol: PVL with lookback: 0
[2025-12-24T20:35:42.640952] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-24T20:35:42.641016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:42.646100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-24T20:35:42.647509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:42.649475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:35:42.650043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-24T20:35:42.651393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-24T20:35:42.653730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-24T20:35:42.656727] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:42.708271] [INFO ] [LOCAL     ] SEM: Saved forecast.
[2025-12-24T20:35:42.708343] [INFO ] [main      ] SEM: Signal=1 (Conf=100.0%), Magnitude=-1.73% (Conf=67.642%)
[2025-12-24T20:35:42.708914] [INFO ] [main      ] Fetching symbol history for PAX...
[2025-12-24T20:35:42.708966] [DEBUG] [REMOTE    ] PAX: Fetching historical data.
[2025-12-24T20:35:42.709629] [INFO ] [main      ] Progress: 10/364 forecasts completed (2.7%). SEM finished in 0.6s. ETA: 1m 11s. Rate: 299.18 forecasts/min
[2025-12-24T20:35:42.721419] [DEBUG] [REMOTE    ] PAX: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:42.722465] [DEBUG] [LOCAL     ] Loaded configuration for PAX: 3 features, N/A% accuracy
[2025-12-24T20:35:42.722522] [INFO ] [LOCAL     ] PAX: Loaded 3 optimal features with 45.10% confidence from JSON config
[2025-12-24T20:35:42.722554] [DEBUG] [MAG       ] Building data for symbol: PAX with lookback: 0
[2025-12-24T20:35:42.723381] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:35:42.723439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:42.728516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-24T20:35:42.729247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-24T20:35:42.731783] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:42.759198] [DEBUG] [MAG       ] QLYS: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:42.767441] [DEBUG] [MAG       ] CBNK: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:42.846483] [INFO ] [LOCAL     ] CBNK: Saved forecast.
[2025-12-24T20:35:42.846549] [INFO ] [main      ] CBNK: Signal=1 (Conf=100.0%), Magnitude=2.19% (Conf=42.2973%)
[2025-12-24T20:35:42.846754] [INFO ] [main      ] Fetching symbol history for AN...
[2025-12-24T20:35:42.846800] [DEBUG] [REMOTE    ] AN: Fetching historical data.
[2025-12-24T20:35:42.847979] [INFO ] [main      ] Progress: 11/364 forecasts completed (3.0%). CBNK finished in 0.8s. ETA: 1m 9s. Rate: 307.86 forecasts/min
[2025-12-24T20:35:42.858714] [DEBUG] [REMOTE    ] AN: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:42.859907] [DEBUG] [LOCAL     ] Loaded configuration for AN: 5 features, N/A% accuracy
[2025-12-24T20:35:42.859961] [INFO ] [LOCAL     ] AN: Loaded 5 optimal features with 60.13% confidence from JSON config
[2025-12-24T20:35:42.859992] [DEBUG] [MAG       ] Building data for symbol: AN with lookback: 0
[2025-12-24T20:35:42.860780] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:35:42.860841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:35:42.861755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-24T20:35:42.862546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:35:42.863781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-24T20:35:42.865151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-24T20:35:42.866794] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:43.000950] [DEBUG] [MAG       ] PVL: Last date is validated at 2025-12-24
[2025-12-24T20:35:43.021653] [INFO ] [LOCAL     ] QLYS: Saved forecast.
[2025-12-24T20:35:43.021719] [INFO ] [main      ] QLYS: Signal=1 (Conf=100.0%), Magnitude=2.89% (Conf=56.4378%)
[2025-12-24T20:35:43.022066] [INFO ] [main      ] Progress: 12/364 forecasts completed (3.3%). QLYS finished in 0.8s. ETA: 1m 8s. Rate: 310.62 forecasts/min
[2025-12-24T20:35:43.022201] [INFO ] [main      ] Fetching symbol history for BBLG...
[2025-12-24T20:35:43.022244] [DEBUG] [REMOTE    ] BBLG: Fetching historical data.
[2025-12-24T20:35:43.032974] [DEBUG] [REMOTE    ] BBLG: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:43.033853] [DEBUG] [LOCAL     ] Loaded configuration for BBLG: 6 features, N/A% accuracy
[2025-12-24T20:35:43.033910] [INFO ] [LOCAL     ] BBLG: Loaded 6 optimal features with 55.63% confidence from JSON config
[2025-12-24T20:35:43.033942] [DEBUG] [MAG       ] Building data for symbol: BBLG with lookback: 0
[2025-12-24T20:35:43.034715] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:35:43.034774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:43.039460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:43.041214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:43.041689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:43.042077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:35:43.076672] [DEBUG] [MAG       ] PAX: Last date is validated at 2025-12-24
[2025-12-24T20:35:43.149691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-24T20:35:43.152431] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:43.167301] [DEBUG] [MAG       ] PVL: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:43.203168] [DEBUG] [MAG       ] AN: Last date is validated at 2025-12-24
[2025-12-24T20:35:43.242667] [DEBUG] [MAG       ] PAX: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:43.281917] [INFO ] [LOCAL     ] PVL: Saved forecast.
[2025-12-24T20:35:43.281985] [INFO ] [main      ] PVL: Signal=1 (Conf=100.0%), Magnitude=0.78% (Conf=40.3916%)
[2025-12-24T20:35:43.282348] [INFO ] [main      ] Fetching symbol history for XYL...
[2025-12-24T20:35:43.282399] [DEBUG] [REMOTE    ] XYL: Fetching historical data.
[2025-12-24T20:35:43.282654] [INFO ] [main      ] Progress: 13/364 forecasts completed (3.6%). PVL finished in 0.7s. ETA: 1m 10s. Rate: 302.50 forecasts/min
[2025-12-24T20:35:43.294132] [DEBUG] [REMOTE    ] XYL: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:43.295936] [DEBUG] [LOCAL     ] Loaded configuration for XYL: 6 features, N/A% accuracy
[2025-12-24T20:35:43.295988] [INFO ] [LOCAL     ] XYL: Loaded 6 optimal features with 66.98% confidence from JSON config
[2025-12-24T20:35:43.296018] [DEBUG] [MAG       ] Building data for symbol: XYL with lookback: 0
[2025-12-24T20:35:43.296787] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:35:43.296873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:43.301959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:35:43.302788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:35:43.305257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:35:43.310540] [INFO ] [LOCAL     ] PAX: Saved forecast.
[2025-12-24T20:35:43.310631] [INFO ] [main      ] PAX: Signal=1 (Conf=100.0%), Magnitude=-0.33% (Conf=45.1008%)
[2025-12-24T20:35:43.311011] [INFO ] [main      ] Progress: 14/364 forecasts completed (3.8%). PAX finished in 0.6s. ETA: 1m 5s. Rate: 322.22 forecasts/min
[2025-12-24T20:35:43.311152] [INFO ] [main      ] Fetching symbol history for RAIL...
[2025-12-24T20:35:43.311542] [DEBUG] [REMOTE    ] RAIL: Fetching historical data.
[2025-12-24T20:35:43.328356] [DEBUG] [REMOTE    ] RAIL: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:43.329382] [DEBUG] [LOCAL     ] Loaded configuration for RAIL: 1 features, N/A% accuracy
[2025-12-24T20:35:43.329448] [INFO ] [LOCAL     ] RAIL: Loaded 1 optimal features with 49.20% confidence from JSON config
[2025-12-24T20:35:43.329487] [DEBUG] [MAG       ] Building data for symbol: RAIL with lookback: 0
[2025-12-24T20:35:43.330495] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-24T20:35:43.330596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-24T20:35:43.336067] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:43.345103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-24T20:35:43.346435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-24T20:35:43.347498] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:43.379133] [DEBUG] [MAG       ] AN: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:43.489604] [DEBUG] [MAG       ] BBLG: Last date is validated at 2025-12-24
[2025-12-24T20:35:43.496710] [INFO ] [LOCAL     ] AN: Saved forecast.
[2025-12-24T20:35:43.496781] [INFO ] [main      ] AN: Signal=1 (Conf=100.0%), Magnitude=-1.23% (Conf=60.1305%)
[2025-12-24T20:35:43.497126] [INFO ] [main      ] Fetching symbol history for BPYPM...
[2025-12-24T20:35:43.497178] [DEBUG] [REMOTE    ] BPYPM: Fetching historical data.
[2025-12-24T20:35:43.498028] [INFO ] [main      ] Progress: 15/364 forecasts completed (4.1%). AN finished in 0.6s. ETA: 1m 5s. Rate: 322.13 forecasts/min
[2025-12-24T20:35:43.510099] [DEBUG] [REMOTE    ] BPYPM: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:43.511210] [DEBUG] [LOCAL     ] Loaded configuration for BPYPM: 4 features, N/A% accuracy
[2025-12-24T20:35:43.511274] [INFO ] [LOCAL     ] BPYPM: Loaded 4 optimal features with 61.76% confidence from JSON config
[2025-12-24T20:35:43.511306] [DEBUG] [MAG       ] Building data for symbol: BPYPM with lookback: 0
[2025-12-24T20:35:43.512123] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:35:43.512184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:43.517548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:35:43.518385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-24T20:35:43.520403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-24T20:35:43.525420] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:43.657443] [DEBUG] [MAG       ] BBLG: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:43.687287] [DEBUG] [MAG       ] RAIL: Last date is validated at 2025-12-24
[2025-12-24T20:35:43.691348] [DEBUG] [MAG       ] XYL: Last date is validated at 2025-12-24
[2025-12-24T20:35:43.731530] [INFO ] [LOCAL     ] BBLG: Saved forecast.
[2025-12-24T20:35:43.731619] [INFO ] [main      ] BBLG: Signal=1 (Conf=100.0%), Magnitude=13.02% (Conf=55.629%)
[2025-12-24T20:35:43.731967] [INFO ] [main      ] Fetching symbol history for LPSN...
[2025-12-24T20:35:43.732018] [DEBUG] [REMOTE    ] LPSN: Fetching historical data.
[2025-12-24T20:35:43.732659] [INFO ] [main      ] Progress: 16/364 forecasts completed (4.4%). BBLG finished in 0.7s. ETA: 1m 6s. Rate: 316.99 forecasts/min
[2025-12-24T20:35:43.743939] [DEBUG] [REMOTE    ] LPSN: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:43.745340] [DEBUG] [LOCAL     ] Loaded configuration for LPSN: 2 features, N/A% accuracy
[2025-12-24T20:35:43.745399] [INFO ] [LOCAL     ] LPSN: Loaded 2 optimal features with 48.89% confidence from JSON config
[2025-12-24T20:35:43.745431] [DEBUG] [MAG       ] Building data for symbol: LPSN with lookback: 0
[2025-12-24T20:35:43.746207] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-24T20:35:43.746265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:35:43.747006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-24T20:35:43.747651] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:43.861051] [DEBUG] [MAG       ] XYL: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:43.863395] [DEBUG] [MAG       ] BPYPM: Last date is validated at 2025-12-24
[2025-12-24T20:35:43.864383] [DEBUG] [MAG       ] RAIL: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:43.938705] [INFO ] [LOCAL     ] RAIL: Saved forecast.
[2025-12-24T20:35:43.938772] [INFO ] [main      ] RAIL: Signal=1 (Conf=100.0%), Magnitude=1.29% (Conf=49.2043%)
[2025-12-24T20:35:43.939126] [INFO ] [main      ] Fetching symbol history for NIC...
[2025-12-24T20:35:43.939175] [DEBUG] [REMOTE    ] NIC: Fetching historical data.
[2025-12-24T20:35:43.939648] [INFO ] [main      ] Progress: 17/364 forecasts completed (4.7%). RAIL finished in 0.6s. ETA: 1m 6s. Rate: 315.25 forecasts/min
[2025-12-24T20:35:43.951012] [DEBUG] [REMOTE    ] NIC: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:43.952190] [DEBUG] [LOCAL     ] Loaded configuration for NIC: 5 features, N/A% accuracy
[2025-12-24T20:35:43.952242] [INFO ] [LOCAL     ] NIC: Loaded 5 optimal features with 49.74% confidence from JSON config
[2025-12-24T20:35:43.952273] [DEBUG] [MAG       ] Building data for symbol: NIC with lookback: 0
[2025-12-24T20:35:43.953041] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:35:43.953100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:43.954745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:43.955250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:43.955657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-24T20:35:43.971317] [INFO ] [LOCAL     ] XYL: Saved forecast.
[2025-12-24T20:35:43.971382] [INFO ] [main      ] XYL: Signal=1 (Conf=100.0%), Magnitude=-0.42% (Conf=66.98%)
[2025-12-24T20:35:43.972066] [INFO ] [main      ] Fetching symbol history for ECPG...
[2025-12-24T20:35:43.972119] [DEBUG] [REMOTE    ] ECPG: Fetching historical data.
[2025-12-24T20:35:43.972612] [INFO ] [main      ] Progress: 18/364 forecasts completed (4.9%). XYL finished in 0.7s. ETA: 1m 3s. Rate: 330.43 forecasts/min
[2025-12-24T20:35:43.983687] [DEBUG] [REMOTE    ] ECPG: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:43.984735] [DEBUG] [LOCAL     ] Loaded configuration for ECPG: 7 features, N/A% accuracy
[2025-12-24T20:35:43.984789] [INFO ] [LOCAL     ] ECPG: Loaded 7 optimal features with 51.10% confidence from JSON config
[2025-12-24T20:35:43.984821] [DEBUG] [MAG       ] Building data for symbol: ECPG with lookback: 0
[2025-12-24T20:35:43.985650] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-24T20:35:43.985713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:43.990518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:43.992353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:35:43.992908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:35:43.993675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:35:44.007521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-24T20:35:44.010569] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:44.029748] [DEBUG] [MAG       ] BPYPM: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:44.082512] [DEBUG] [MAG       ] LPSN: Last date is validated at 2025-12-24
[2025-12-24T20:35:44.092919] [INFO ] [LOCAL     ] BPYPM: Saved forecast.
[2025-12-24T20:35:44.092989] [INFO ] [main      ] BPYPM: Signal=1 (Conf=100.0%), Magnitude=-0.25% (Conf=61.7618%)
[2025-12-24T20:35:44.093305] [INFO ] [main      ] Fetching symbol history for BAM...
[2025-12-24T20:35:44.093355] [DEBUG] [REMOTE    ] BAM: Fetching historical data.
[2025-12-24T20:35:44.094174] [INFO ] [main      ] Progress: 19/364 forecasts completed (5.2%). BPYPM finished in 0.6s. ETA: 1m 2s. Rate: 336.28 forecasts/min
[2025-12-24T20:35:44.107134] [DEBUG] [REMOTE    ] BAM: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:44.108666] [DEBUG] [LOCAL     ] Loaded configuration for BAM: 9 features, N/A% accuracy
[2025-12-24T20:35:44.108729] [INFO ] [LOCAL     ] BAM: Loaded 9 optimal features with 68.32% confidence from JSON config
[2025-12-24T20:35:44.108760] [DEBUG] [MAG       ] Building data for symbol: BAM with lookback: 0
[2025-12-24T20:35:44.109591] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-24T20:35:44.109659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:44.114550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:44.115644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-24T20:35:44.116308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:35:44.116847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:35:44.117603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:35:44.118391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-24T20:35:44.119162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-24T20:35:44.120516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-24T20:35:44.121349] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:44.121765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-24T20:35:44.122483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-24T20:35:44.123484] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:44.252587] [DEBUG] [MAG       ] LPSN: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:44.343824] [INFO ] [LOCAL     ] LPSN: Saved forecast.
[2025-12-24T20:35:44.343890] [INFO ] [main      ] LPSN: Signal=1 (Conf=100.0%), Magnitude=10.45% (Conf=48.8904%)
[2025-12-24T20:35:44.344236] [INFO ] [main      ] Fetching symbol history for LBTYK...
[2025-12-24T20:35:44.344286] [DEBUG] [REMOTE    ] LBTYK: Fetching historical data.
[2025-12-24T20:35:44.344655] [INFO ] [main      ] Progress: 20/364 forecasts completed (5.5%). LPSN finished in 0.6s. ETA: 1m 3s. Rate: 329.62 forecasts/min
[2025-12-24T20:35:44.355242] [DEBUG] [REMOTE    ] LBTYK: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:44.356292] [DEBUG] [LOCAL     ] Loaded configuration for LBTYK: 8 features, N/A% accuracy
[2025-12-24T20:35:44.356348] [INFO ] [LOCAL     ] LBTYK: Loaded 8 optimal features with 57.61% confidence from JSON config
[2025-12-24T20:35:44.356381] [DEBUG] [MAG       ] Building data for symbol: LBTYK with lookback: 0
[2025-12-24T20:35:44.357164] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-24T20:35:44.357226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:44.362076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:44.363826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:44.364302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:44.364714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:35:44.365447] [DEBUG] [MAG       ] NIC: Last date is validated at 2025-12-24
[2025-12-24T20:35:44.365610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-24T20:35:44.368344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-24T20:35:44.369070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-24T20:35:44.370702] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:44.461340] [DEBUG] [MAG       ] BAM: Last date is validated at 2025-12-24
[2025-12-24T20:35:44.471386] [DEBUG] [MAG       ] ECPG: Last date is validated at 2025-12-24
[2025-12-24T20:35:44.547456] [DEBUG] [MAG       ] NIC: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:44.630877] [DEBUG] [MAG       ] BAM: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:44.642655] [DEBUG] [MAG       ] ECPG: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:44.654302] [INFO ] [LOCAL     ] NIC: Saved forecast.
[2025-12-24T20:35:44.654369] [INFO ] [main      ] NIC: Signal=1 (Conf=100.0%), Magnitude=2.18% (Conf=49.7359%)
[2025-12-24T20:35:44.654761] [INFO ] [main      ] Fetching symbol history for BFIN...
[2025-12-24T20:35:44.654812] [DEBUG] [REMOTE    ] BFIN: Fetching historical data.
[2025-12-24T20:35:44.655724] [INFO ] [main      ] Progress: 21/364 forecasts completed (5.8%). NIC finished in 0.7s. ETA: 1m 5s. Rate: 318.86 forecasts/min
[2025-12-24T20:35:44.666509] [DEBUG] [REMOTE    ] BFIN: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:44.667694] [DEBUG] [LOCAL     ] Loaded configuration for BFIN: 5 features, N/A% accuracy
[2025-12-24T20:35:44.667745] [INFO ] [LOCAL     ] BFIN: Loaded 5 optimal features with 51.78% confidence from JSON config
[2025-12-24T20:35:44.667776] [DEBUG] [MAG       ] Building data for symbol: BFIN with lookback: 0
[2025-12-24T20:35:44.668528] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:35:44.668611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:44.670338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:44.670871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:44.671268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-24T20:35:44.690036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-24T20:35:44.691929] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:44.714539] [DEBUG] [MAG       ] LBTYK: Last date is validated at 2025-12-24
[2025-12-24T20:35:44.730345] [INFO ] [LOCAL     ] BAM: Saved forecast.
[2025-12-24T20:35:44.730412] [INFO ] [main      ] BAM: Signal=1 (Conf=100.0%), Magnitude=2.35% (Conf=68.3196%)
[2025-12-24T20:35:44.730878] [INFO ] [main      ] Fetching symbol history for AGNCO...
[2025-12-24T20:35:44.730930] [DEBUG] [REMOTE    ] AGNCO: Fetching historical data.
[2025-12-24T20:35:44.731674] [INFO ] [main      ] Progress: 22/364 forecasts completed (6.0%). BAM finished in 0.6s. ETA: 1m 3s. Rate: 327.74 forecasts/min
[2025-12-24T20:35:44.745372] [DEBUG] [REMOTE    ] AGNCO: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:44.746693] [DEBUG] [LOCAL     ] Loaded configuration for AGNCO: 8 features, N/A% accuracy
[2025-12-24T20:35:44.746745] [INFO ] [LOCAL     ] AGNCO: Loaded 8 optimal features with 26.73% confidence from JSON config
[2025-12-24T20:35:44.746961] [DEBUG] [MAG       ] Building data for symbol: AGNCO with lookback: 0
[2025-12-24T20:35:44.747759] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-24T20:35:44.747819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:44.750984] [INFO ] [LOCAL     ] ECPG: Saved forecast.
[2025-12-24T20:35:44.751050] [INFO ] [main      ] ECPG: Signal=1 (Conf=100.0%), Magnitude=-3.07% (Conf=51.1049%)
[2025-12-24T20:35:44.751355] [INFO ] [main      ] Fetching symbol history for FWRD...
[2025-12-24T20:35:44.751404] [DEBUG] [REMOTE    ] FWRD: Fetching historical data.
[2025-12-24T20:35:44.752252] [INFO ] [main      ] Progress: 23/364 forecasts completed (6.3%). ECPG finished in 0.8s. ETA: 1m 0s. Rate: 340.90 forecasts/min
[2025-12-24T20:35:44.752779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:44.754503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:44.755006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:44.755415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:35:44.757165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:35:44.757619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-24T20:35:44.759039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-24T20:35:44.760998] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:44.764554] [DEBUG] [REMOTE    ] FWRD: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:44.765428] [DEBUG] [LOCAL     ] Loaded configuration for FWRD: 3 features, N/A% accuracy
[2025-12-24T20:35:44.765486] [INFO ] [LOCAL     ] FWRD: Loaded 3 optimal features with 51.30% confidence from JSON config
[2025-12-24T20:35:44.765519] [DEBUG] [MAG       ] Building data for symbol: FWRD with lookback: 0
[2025-12-24T20:35:44.766328] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:35:44.766387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:35:44.767303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:35:44.769866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:44.771788] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:44.886396] [DEBUG] [MAG       ] LBTYK: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:44.958275] [INFO ] [LOCAL     ] LBTYK: Saved forecast.
[2025-12-24T20:35:44.958341] [INFO ] [main      ] LBTYK: Signal=1 (Conf=100.0%), Magnitude=1.35% (Conf=57.6102%)
[2025-12-24T20:35:44.958748] [INFO ] [main      ] Fetching symbol history for PTON...
[2025-12-24T20:35:44.958810] [DEBUG] [REMOTE    ] PTON: Fetching historical data.
[2025-12-24T20:35:44.959666] [INFO ] [main      ] Progress: 24/364 forecasts completed (6.6%). LBTYK finished in 0.6s. ETA: 1m 0s. Rate: 338.38 forecasts/min
[2025-12-24T20:35:44.972355] [DEBUG] [REMOTE    ] PTON: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:44.973565] [DEBUG] [LOCAL     ] Loaded configuration for PTON: 5 features, N/A% accuracy
[2025-12-24T20:35:44.973651] [INFO ] [LOCAL     ] PTON: Loaded 5 optimal features with 70.41% confidence from JSON config
[2025-12-24T20:35:44.973700] [DEBUG] [MAG       ] Building data for symbol: PTON with lookback: 0
[2025-12-24T20:35:44.974506] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:35:44.974566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:44.976205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:35:44.976736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:35:44.977532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:35:44.980348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-24T20:35:44.982316] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:45.050118] [DEBUG] [MAG       ] BFIN: Last date is validated at 2025-12-24
[2025-12-24T20:35:45.117716] [DEBUG] [MAG       ] FWRD: Last date is validated at 2025-12-24
[2025-12-24T20:35:45.122898] [DEBUG] [MAG       ] AGNCO: Last date is validated at 2025-12-24
[2025-12-24T20:35:45.224408] [DEBUG] [MAG       ] BFIN: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:45.287456] [INFO ] [LOCAL     ] BFIN: Saved forecast.
[2025-12-24T20:35:45.287539] [INFO ] [main      ] BFIN: Signal=1 (Conf=100.0%), Magnitude=1.06% (Conf=51.7838%)
[2025-12-24T20:35:45.287983] [INFO ] [main      ] Fetching symbol history for ONTO...
[2025-12-24T20:35:45.288038] [DEBUG] [REMOTE    ] ONTO: Fetching historical data.
[2025-12-24T20:35:45.288689] [INFO ] [main      ] Progress: 25/364 forecasts completed (6.9%). BFIN finished in 0.6s. ETA: 1m 2s. Rate: 327.19 forecasts/min
[2025-12-24T20:35:45.294729] [DEBUG] [MAG       ] AGNCO: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:45.297750] [DEBUG] [MAG       ] FWRD: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:45.300517] [DEBUG] [REMOTE    ] ONTO: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:45.301544] [DEBUG] [LOCAL     ] Loaded configuration for ONTO: 1 features, N/A% accuracy
[2025-12-24T20:35:45.301620] [INFO ] [LOCAL     ] ONTO: Loaded 1 optimal features with 55.07% confidence from JSON config
[2025-12-24T20:35:45.301665] [DEBUG] [MAG       ] Building data for symbol: ONTO with lookback: 0
[2025-12-24T20:35:45.302492] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-24T20:35:45.302552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:45.307540] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:45.331356] [DEBUG] [MAG       ] PTON: Last date is validated at 2025-12-24
[2025-12-24T20:35:45.355000] [INFO ] [LOCAL     ] AGNCO: Saved forecast.
[2025-12-24T20:35:45.355077] [INFO ] [main      ] AGNCO: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=26.7284%)
[2025-12-24T20:35:45.355457] [INFO ] [main      ] Fetching symbol history for NRDS...
[2025-12-24T20:35:45.355508] [DEBUG] [REMOTE    ] NRDS: Fetching historical data.
[2025-12-24T20:35:45.355562] [INFO ] [main      ] Progress: 26/364 forecasts completed (7.1%). AGNCO finished in 0.6s. ETA: 1m 0s. Rate: 335.38 forecasts/min
[2025-12-24T20:35:45.368084] [DEBUG] [REMOTE    ] NRDS: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:45.369210] [DEBUG] [LOCAL     ] Loaded configuration for NRDS: 6 features, N/A% accuracy
[2025-12-24T20:35:45.369279] [INFO ] [LOCAL     ] NRDS: Loaded 6 optimal features with 56.58% confidence from JSON config
[2025-12-24T20:35:45.369311] [DEBUG] [MAG       ] Building data for symbol: NRDS with lookback: 0
[2025-12-24T20:35:45.370076] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:35:45.370136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:45.371776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:45.372284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:45.372697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:35:45.373410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-24T20:35:45.374476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-24T20:35:45.375609] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:45.400356] [INFO ] [LOCAL     ] FWRD: Saved forecast.
[2025-12-24T20:35:45.400425] [INFO ] [main      ] FWRD: Signal=1 (Conf=100.0%), Magnitude=7.69% (Conf=51.296%)
[2025-12-24T20:35:45.400774] [INFO ] [main      ] Fetching symbol history for ZM...
[2025-12-24T20:35:45.400825] [DEBUG] [REMOTE    ] ZM: Fetching historical data.
[2025-12-24T20:35:45.401687] [INFO ] [main      ] Progress: 27/364 forecasts completed (7.4%). FWRD finished in 0.6s. ETA: 58.6s. Rate: 344.86 forecasts/min
[2025-12-24T20:35:45.412459] [DEBUG] [REMOTE    ] ZM: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:45.414064] [DEBUG] [LOCAL     ] Loaded configuration for ZM: 4 features, N/A% accuracy
[2025-12-24T20:35:45.414121] [INFO ] [LOCAL     ] ZM: Loaded 4 optimal features with 42.47% confidence from JSON config
[2025-12-24T20:35:45.414153] [DEBUG] [MAG       ] Building data for symbol: ZM with lookback: 0
[2025-12-24T20:35:45.415204] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:35:45.415262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:45.420363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:35:45.500833] [DEBUG] [MAG       ] PTON: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:45.533546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-24T20:35:45.548233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-24T20:35:45.549884] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:45.631211] [INFO ] [LOCAL     ] PTON: Saved forecast.
[2025-12-24T20:35:45.631280] [INFO ] [main      ] PTON: Signal=1 (Conf=100.0%), Magnitude=-5.27% (Conf=70.4097%)
[2025-12-24T20:35:45.631664] [INFO ] [main      ] Fetching symbol history for OVLY...
[2025-12-24T20:35:45.631719] [DEBUG] [REMOTE    ] OVLY: Fetching historical data.
[2025-12-24T20:35:45.632657] [INFO ] [main      ] Progress: 28/364 forecasts completed (7.7%). PTON finished in 0.7s. ETA: 59.1s. Rate: 340.87 forecasts/min
[2025-12-24T20:35:45.642221] [DEBUG] [REMOTE    ] OVLY: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:45.643189] [DEBUG] [LOCAL     ] Loaded configuration for OVLY: 7 features, N/A% accuracy
[2025-12-24T20:35:45.643248] [INFO ] [LOCAL     ] OVLY: Loaded 7 optimal features with 47.12% confidence from JSON config
[2025-12-24T20:35:45.643279] [DEBUG] [MAG       ] Building data for symbol: OVLY with lookback: 0
[2025-12-24T20:35:45.644136] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-24T20:35:45.644199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:45.648972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:45.650776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:45.651237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:45.651631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:35:45.652132] [DEBUG] [MAG       ] ONTO: Last date is validated at 2025-12-24
[2025-12-24T20:35:45.653961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-24T20:35:45.656294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-24T20:35:45.673860] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:45.716729] [DEBUG] [MAG       ] NRDS: Last date is validated at 2025-12-24
[2025-12-24T20:35:45.824899] [DEBUG] [MAG       ] ONTO: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:45.887388] [DEBUG] [MAG       ] ZM: Last date is validated at 2025-12-24
[2025-12-24T20:35:45.889457] [DEBUG] [MAG       ] NRDS: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:45.961321] [INFO ] [LOCAL     ] NRDS: Saved forecast.
[2025-12-24T20:35:45.961388] [INFO ] [main      ] NRDS: Signal=1 (Conf=100.0%), Magnitude=-0.16% (Conf=56.5781%)
[2025-12-24T20:35:45.961908] [INFO ] [main      ] Fetching symbol history for WEX...
[2025-12-24T20:35:45.961963] [DEBUG] [REMOTE    ] WEX: Fetching historical data.
[2025-12-24T20:35:45.962569] [INFO ] [LOCAL     ] ONTO: Saved forecast.
[2025-12-24T20:35:45.962655] [INFO ] [main      ] ONTO: Signal=1 (Conf=100.0%), Magnitude=3.53% (Conf=55.0682%)
[2025-12-24T20:35:45.962670] [INFO ] [main      ] Progress: 29/364 forecasts completed (8.0%). NRDS finished in 0.6s. ETA: 1m 1s. Rate: 330.89 forecasts/min
[2025-12-24T20:35:45.963080] [INFO ] [main      ] Fetching symbol history for VNQI...
[2025-12-24T20:35:45.963131] [DEBUG] [REMOTE    ] VNQI: Fetching historical data.
[2025-12-24T20:35:45.963849] [INFO ] [main      ] Progress: 30/364 forecasts completed (8.2%). ONTO finished in 0.7s. ETA: 58.6s. Rate: 342.22 forecasts/min
[2025-12-24T20:35:45.975499] [DEBUG] [REMOTE    ] WEX: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:45.976406] [DEBUG] [LOCAL     ] Loaded configuration for WEX: 3 features, N/A% accuracy
[2025-12-24T20:35:45.976464] [INFO ] [LOCAL     ] WEX: Loaded 3 optimal features with 53.29% confidence from JSON config
[2025-12-24T20:35:45.976495] [DEBUG] [MAG       ] Building data for symbol: WEX with lookback: 0
[2025-12-24T20:35:45.977097] [DEBUG] [REMOTE    ] VNQI: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:45.977290] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:35:45.977350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:45.978136] [DEBUG] [LOCAL     ] Loaded configuration for VNQI: 2 features, N/A% accuracy
[2025-12-24T20:35:45.978188] [INFO ] [LOCAL     ] VNQI: Loaded 2 optimal features with 63.20% confidence from JSON config
[2025-12-24T20:35:45.978220] [DEBUG] [MAG       ] Building data for symbol: VNQI with lookback: 0
[2025-12-24T20:35:45.979006] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-24T20:35:45.979073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:35:45.980958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-24T20:35:45.982146] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:45.983083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-24T20:35:45.983826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:45.985871] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:46.010149] [DEBUG] [MAG       ] OVLY: Last date is validated at 2025-12-24
[2025-12-24T20:35:46.056775] [DEBUG] [MAG       ] ZM: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:46.160598] [INFO ] [LOCAL     ] ZM: Saved forecast.
[2025-12-24T20:35:46.160674] [INFO ] [main      ] ZM: Signal=1 (Conf=100.0%), Magnitude=-3.12% (Conf=42.4658%)
[2025-12-24T20:35:46.161112] [INFO ] [main      ] Fetching symbol history for SPRX...
[2025-12-24T20:35:46.161165] [DEBUG] [REMOTE    ] SPRX: Fetching historical data.
[2025-12-24T20:35:46.161669] [INFO ] [main      ] Progress: 31/364 forecasts completed (8.5%). ZM finished in 0.8s. ETA: 58.6s. Rate: 340.81 forecasts/min
[2025-12-24T20:35:46.174468] [DEBUG] [REMOTE    ] SPRX: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:46.175831] [DEBUG] [LOCAL     ] Loaded configuration for SPRX: 2 features, N/A% accuracy
[2025-12-24T20:35:46.175896] [INFO ] [LOCAL     ] SPRX: Loaded 2 optimal features with 49.00% confidence from JSON config
[2025-12-24T20:35:46.175929] [DEBUG] [MAG       ] Building data for symbol: SPRX with lookback: 0
[2025-12-24T20:35:46.176750] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-24T20:35:46.176807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-24T20:35:46.176976] [DEBUG] [MAG       ] OVLY: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:46.177796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-24T20:35:46.178960] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:46.256926] [INFO ] [LOCAL     ] OVLY: Saved forecast.
[2025-12-24T20:35:46.256993] [INFO ] [main      ] OVLY: Signal=1 (Conf=100.0%), Magnitude=-0.91% (Conf=47.1172%)
[2025-12-24T20:35:46.257354] [INFO ] [main      ] Fetching symbol history for GMAB...
[2025-12-24T20:35:46.257405] [DEBUG] [REMOTE    ] GMAB: Fetching historical data.
[2025-12-24T20:35:46.258656] [INFO ] [main      ] Progress: 32/364 forecasts completed (8.8%). OVLY finished in 0.6s. ETA: 57.6s. Rate: 345.66 forecasts/min
[2025-12-24T20:35:46.269048] [DEBUG] [REMOTE    ] GMAB: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:46.270270] [DEBUG] [LOCAL     ] Loaded configuration for GMAB: 7 features, N/A% accuracy
[2025-12-24T20:35:46.270325] [INFO ] [LOCAL     ] GMAB: Loaded 7 optimal features with 49.39% confidence from JSON config
[2025-12-24T20:35:46.270356] [DEBUG] [MAG       ] Building data for symbol: GMAB with lookback: 0
[2025-12-24T20:35:46.273383] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-24T20:35:46.273448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:46.275116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:46.275640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:46.276023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:35:46.280958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:35:46.321141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-24T20:35:46.331829] [DEBUG] [MAG       ] WEX: Last date is validated at 2025-12-24
[2025-12-24T20:35:46.351879] [DEBUG] [MAG       ] VNQI: Last date is validated at 2025-12-24
[2025-12-24T20:35:46.375103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-24T20:35:46.376087] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:46.503045] [DEBUG] [MAG       ] WEX: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:46.523259] [DEBUG] [MAG       ] SPRX: Last date is validated at 2025-12-24
[2025-12-24T20:35:46.534248] [DEBUG] [MAG       ] VNQI: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:46.601474] [INFO ] [LOCAL     ] VNQI: Saved forecast.
[2025-12-24T20:35:46.601541] [INFO ] [main      ] VNQI: Signal=1 (Conf=100.0%), Magnitude=0.02% (Conf=63.1963%)
[2025-12-24T20:35:46.601949] [INFO ] [main      ] Fetching symbol history for INMD...
[2025-12-24T20:35:46.602001] [DEBUG] [REMOTE    ] INMD: Fetching historical data.
[2025-12-24T20:35:46.602032] [INFO ] [main      ] Progress: 33/364 forecasts completed (9.1%). VNQI finished in 0.6s. ETA: 59.2s. Rate: 335.71 forecasts/min
[2025-12-24T20:35:46.617199] [DEBUG] [REMOTE    ] INMD: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:46.618118] [DEBUG] [LOCAL     ] Loaded configuration for INMD: 2 features, N/A% accuracy
[2025-12-24T20:35:46.618174] [INFO ] [LOCAL     ] INMD: Loaded 2 optimal features with 59.17% confidence from JSON config
[2025-12-24T20:35:46.621093] [DEBUG] [MAG       ] Building data for symbol: INMD with lookback: 0
[2025-12-24T20:35:46.621877] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-24T20:35:46.621935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:35:46.622655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:35:46.623671] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:46.644405] [INFO ] [LOCAL     ] WEX: Saved forecast.
[2025-12-24T20:35:46.644512] [INFO ] [main      ] WEX: Signal=1 (Conf=100.0%), Magnitude=0.01% (Conf=53.2942%)
[2025-12-24T20:35:46.645047] [INFO ] [main      ] Fetching symbol history for ONB...
[2025-12-24T20:35:46.645098] [DEBUG] [REMOTE    ] ONB: Fetching historical data.
[2025-12-24T20:35:46.645847] [INFO ] [main      ] Progress: 34/364 forecasts completed (9.3%). WEX finished in 0.7s. ETA: 57.7s. Rate: 343.34 forecasts/min
[2025-12-24T20:35:46.660236] [DEBUG] [REMOTE    ] ONB: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:46.661197] [DEBUG] [LOCAL     ] Loaded configuration for ONB: 1 features, N/A% accuracy
[2025-12-24T20:35:46.661249] [INFO ] [LOCAL     ] ONB: Loaded 1 optimal features with 55.14% confidence from JSON config
[2025-12-24T20:35:46.661281] [DEBUG] [MAG       ] Building data for symbol: ONB with lookback: 0
[2025-12-24T20:35:46.662080] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-24T20:35:46.662139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-24T20:35:46.710962] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:46.719171] [DEBUG] [MAG       ] GMAB: Last date is validated at 2025-12-24
[2025-12-24T20:35:46.721394] [DEBUG] [MAG       ] SPRX: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:46.808447] [INFO ] [LOCAL     ] SPRX: Saved forecast.
[2025-12-24T20:35:46.808514] [INFO ] [main      ] SPRX: Signal=1 (Conf=100.0%), Magnitude=-0.93% (Conf=49.001%)
[2025-12-24T20:35:46.809091] [INFO ] [main      ] Fetching symbol history for SPB...
[2025-12-24T20:35:46.809146] [DEBUG] [REMOTE    ] SPB: Fetching historical data.
[2025-12-24T20:35:46.809670] [INFO ] [main      ] Progress: 35/364 forecasts completed (9.6%). SPRX finished in 0.6s. ETA: 57.4s. Rate: 343.95 forecasts/min
[2025-12-24T20:35:46.823652] [DEBUG] [REMOTE    ] SPB: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:46.824863] [DEBUG] [LOCAL     ] Loaded configuration for SPB: 6 features, N/A% accuracy
[2025-12-24T20:35:46.824953] [INFO ] [LOCAL     ] SPB: Loaded 6 optimal features with 40.52% confidence from JSON config
[2025-12-24T20:35:46.824986] [DEBUG] [MAG       ] Building data for symbol: SPB with lookback: 0
[2025-12-24T20:35:46.825818] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:35:46.825889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:46.827938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:46.828495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:46.829126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:35:46.830094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-24T20:35:46.831767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-24T20:35:46.833349] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:46.891199] [DEBUG] [MAG       ] GMAB: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:46.967179] [DEBUG] [MAG       ] INMD: Last date is validated at 2025-12-24
[2025-12-24T20:35:46.969220] [INFO ] [LOCAL     ] GMAB: Saved forecast.
[2025-12-24T20:35:46.969303] [INFO ] [main      ] GMAB: Signal=1 (Conf=100.0%), Magnitude=-0.95% (Conf=49.3876%)
[2025-12-24T20:35:46.969698] [INFO ] [main      ] Fetching symbol history for ATLO...
[2025-12-24T20:35:46.969748] [DEBUG] [REMOTE    ] ATLO: Fetching historical data.
[2025-12-24T20:35:46.970518] [INFO ] [main      ] Progress: 36/364 forecasts completed (9.9%). GMAB finished in 0.7s. ETA: 57.1s. Rate: 344.70 forecasts/min
[2025-12-24T20:35:46.980541] [DEBUG] [REMOTE    ] ATLO: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:46.982187] [DEBUG] [LOCAL     ] Loaded configuration for ATLO: 5 features, N/A% accuracy
[2025-12-24T20:35:46.982258] [INFO ] [LOCAL     ] ATLO: Loaded 5 optimal features with 41.69% confidence from JSON config
[2025-12-24T20:35:46.982291] [DEBUG] [MAG       ] Building data for symbol: ATLO with lookback: 0
[2025-12-24T20:35:46.983287] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:35:46.983347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:46.988603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:46.990363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:46.990840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:46.991218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:35:46.992150] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:47.076089] [DEBUG] [MAG       ] ONB: Last date is validated at 2025-12-24
[2025-12-24T20:35:47.142004] [DEBUG] [MAG       ] INMD: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:47.199445] [DEBUG] [MAG       ] SPB: Last date is validated at 2025-12-24
[2025-12-24T20:35:47.209366] [INFO ] [LOCAL     ] INMD: Saved forecast.
[2025-12-24T20:35:47.209438] [INFO ] [main      ] INMD: Signal=1 (Conf=100.0%), Magnitude=-0.11% (Conf=59.1717%)
[2025-12-24T20:35:47.209931] [INFO ] [main      ] Fetching symbol history for CIVB...
[2025-12-24T20:35:47.209987] [DEBUG] [REMOTE    ] CIVB: Fetching historical data.
[2025-12-24T20:35:47.210658] [INFO ] [main      ] Progress: 37/364 forecasts completed (10.2%). INMD finished in 0.6s. ETA: 57.5s. Rate: 341.20 forecasts/min
[2025-12-24T20:35:47.224539] [DEBUG] [REMOTE    ] CIVB: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:47.225962] [DEBUG] [LOCAL     ] Loaded configuration for CIVB: 9 features, N/A% accuracy
[2025-12-24T20:35:47.226018] [INFO ] [LOCAL     ] CIVB: Loaded 9 optimal features with 62.15% confidence from JSON config
[2025-12-24T20:35:47.226051] [DEBUG] [MAG       ] Building data for symbol: CIVB with lookback: 0
[2025-12-24T20:35:47.226854] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-24T20:35:47.226918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:47.232359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:47.234172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:47.234697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:47.235277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:35:47.236158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-24T20:35:47.236806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-24T20:35:47.239552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-24T20:35:47.242474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-24T20:35:47.244828] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:47.247486] [DEBUG] [MAG       ] ONB: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:47.320619] [INFO ] [LOCAL     ] ONB: Saved forecast.
[2025-12-24T20:35:47.320688] [INFO ] [main      ] ONB: Signal=1 (Conf=100.0%), Magnitude=3.33% (Conf=55.1361%)
[2025-12-24T20:35:47.321243] [INFO ] [main      ] Fetching symbol history for ARLP...
[2025-12-24T20:35:47.321294] [DEBUG] [REMOTE    ] ARLP: Fetching historical data.
[2025-12-24T20:35:47.322652] [INFO ] [main      ] Progress: 38/364 forecasts completed (10.4%). ONB finished in 0.7s. ETA: 56.8s. Rate: 344.49 forecasts/min
[2025-12-24T20:35:47.335513] [DEBUG] [REMOTE    ] ARLP: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:47.336941] [DEBUG] [LOCAL     ] Loaded configuration for ARLP: 6 features, N/A% accuracy
[2025-12-24T20:35:47.336993] [INFO ] [LOCAL     ] ARLP: Loaded 6 optimal features with 70.84% confidence from JSON config
[2025-12-24T20:35:47.337025] [DEBUG] [MAG       ] Building data for symbol: ARLP with lookback: 0
[2025-12-24T20:35:47.337789] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:35:47.337849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:47.339617] [DEBUG] [MAG       ] ATLO: Last date is validated at 2025-12-24
[2025-12-24T20:35:47.339699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:47.340414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:47.340850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:35:47.341758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:35:47.378736] [DEBUG] [MAG       ] SPB: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:47.382504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-24T20:35:47.385287] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:47.486983] [INFO ] [LOCAL     ] SPB: Saved forecast.
[2025-12-24T20:35:47.487053] [INFO ] [main      ] SPB: Signal=1 (Conf=100.0%), Magnitude=3.04% (Conf=40.5196%)
[2025-12-24T20:35:47.487458] [INFO ] [main      ] Fetching symbol history for CNS...
[2025-12-24T20:35:47.487513] [DEBUG] [REMOTE    ] CNS: Fetching historical data.
[2025-12-24T20:35:47.488646] [INFO ] [main      ] Progress: 39/364 forecasts completed (10.7%). SPB finished in 0.7s. ETA: 56.5s. Rate: 344.90 forecasts/min
[2025-12-24T20:35:47.501605] [DEBUG] [REMOTE    ] CNS: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:47.502772] [DEBUG] [LOCAL     ] Loaded configuration for CNS: 6 features, N/A% accuracy
[2025-12-24T20:35:47.502827] [INFO ] [LOCAL     ] CNS: Loaded 6 optimal features with 55.48% confidence from JSON config
[2025-12-24T20:35:47.502859] [DEBUG] [MAG       ] Building data for symbol: CNS with lookback: 0
[2025-12-24T20:35:47.503682] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:35:47.503744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:47.507031] [DEBUG] [MAG       ] ATLO: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:47.508633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:47.510510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:47.511038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:47.511455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-24T20:35:47.512087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-24T20:35:47.512798] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:47.574372] [INFO ] [LOCAL     ] ATLO: Saved forecast.
[2025-12-24T20:35:47.574439] [INFO ] [main      ] ATLO: Signal=1 (Conf=100.0%), Magnitude=-0.67% (Conf=41.6922%)
[2025-12-24T20:35:47.574760] [INFO ] [main      ] Fetching symbol history for FTHY...
[2025-12-24T20:35:47.574811] [DEBUG] [REMOTE    ] FTHY: Fetching historical data.
[2025-12-24T20:35:47.575663] [INFO ] [main      ] Progress: 40/364 forecasts completed (11.0%). ATLO finished in 0.6s. ETA: 55.7s. Rate: 349.27 forecasts/min
[2025-12-24T20:35:47.587041] [DEBUG] [REMOTE    ] FTHY: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:47.587736] [DEBUG] [LOCAL     ] Loaded configuration for FTHY: 3 features, N/A% accuracy
[2025-12-24T20:35:47.587787] [INFO ] [LOCAL     ] FTHY: Loaded 3 optimal features with 48.12% confidence from JSON config
[2025-12-24T20:35:47.587819] [DEBUG] [MAG       ] Building data for symbol: FTHY with lookback: 0
[2025-12-24T20:35:47.588781] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:35:47.588838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:47.590496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:47.591008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:47.591383] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:47.593270] [DEBUG] [MAG       ] CIVB: Last date is validated at 2025-12-24
[2025-12-24T20:35:47.737492] [DEBUG] [MAG       ] ARLP: Last date is validated at 2025-12-24
[2025-12-24T20:35:47.768465] [DEBUG] [MAG       ] CIVB: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:47.850742] [INFO ] [LOCAL     ] CIVB: Saved forecast.
[2025-12-24T20:35:47.850810] [INFO ] [main      ] CIVB: Signal=1 (Conf=100.0%), Magnitude=-0.98% (Conf=62.1456%)
[2025-12-24T20:35:47.851171] [INFO ] [main      ] Fetching symbol history for AMG...
[2025-12-24T20:35:47.851223] [DEBUG] [REMOTE    ] AMG: Fetching historical data.
[2025-12-24T20:35:47.851646] [INFO ] [main      ] Progress: 41/364 forecasts completed (11.3%). CIVB finished in 0.6s. ETA: 56.3s. Rate: 344.18 forecasts/min
[2025-12-24T20:35:47.865077] [DEBUG] [REMOTE    ] AMG: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:47.866271] [DEBUG] [LOCAL     ] Loaded configuration for AMG: 5 features, N/A% accuracy
[2025-12-24T20:35:47.866323] [INFO ] [LOCAL     ] AMG: Loaded 5 optimal features with 52.99% confidence from JSON config
[2025-12-24T20:35:47.866354] [DEBUG] [MAG       ] Building data for symbol: AMG with lookback: 0
[2025-12-24T20:35:47.867132] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:35:47.867191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:35:47.868079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-24T20:35:47.869219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:35:47.870730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-24T20:35:47.871546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-24T20:35:47.872260] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:47.880382] [DEBUG] [MAG       ] CNS: Last date is validated at 2025-12-24
[2025-12-24T20:35:47.912917] [DEBUG] [MAG       ] ARLP: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:47.935007] [DEBUG] [MAG       ] FTHY: Last date is validated at 2025-12-24
[2025-12-24T20:35:47.992791] [INFO ] [LOCAL     ] ARLP: Saved forecast.
[2025-12-24T20:35:47.992889] [INFO ] [main      ] ARLP: Signal=1 (Conf=100.0%), Magnitude=-1.29% (Conf=70.8363%)
[2025-12-24T20:35:47.993556] [INFO ] [main      ] Fetching symbol history for AI...
[2025-12-24T20:35:47.993638] [DEBUG] [REMOTE    ] AI: Fetching historical data.
[2025-12-24T20:35:47.993633] [INFO ] [main      ] Progress: 42/364 forecasts completed (11.5%). ARLP finished in 0.7s. ETA: 55.9s. Rate: 345.70 forecasts/min
[2025-12-24T20:35:48.010208] [DEBUG] [REMOTE    ] AI: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:48.011558] [DEBUG] [LOCAL     ] Loaded configuration for AI: 2 features, N/A% accuracy
[2025-12-24T20:35:48.011659] [INFO ] [LOCAL     ] AI: Loaded 2 optimal features with 46.26% confidence from JSON config
[2025-12-24T20:35:48.011703] [DEBUG] [MAG       ] Building data for symbol: AI with lookback: 0
[2025-12-24T20:35:48.012792] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-24T20:35:48.012858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:48.019063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:35:48.020175] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:48.057287] [DEBUG] [MAG       ] CNS: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:48.100599] [DEBUG] [MAG       ] FTHY: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:48.150647] [INFO ] [LOCAL     ] CNS: Saved forecast.
[2025-12-24T20:35:48.150719] [INFO ] [main      ] CNS: Signal=1 (Conf=100.0%), Magnitude=1.23% (Conf=55.4765%)
[2025-12-24T20:35:48.150883] [INFO ] [main      ] Fetching symbol history for MYN...
[2025-12-24T20:35:48.150928] [DEBUG] [REMOTE    ] MYN: Fetching historical data.
[2025-12-24T20:35:48.152662] [INFO ] [main      ] Progress: 43/364 forecasts completed (11.8%). CNS finished in 0.7s. ETA: 55.6s. Rate: 346.38 forecasts/min
[2025-12-24T20:35:48.153774] [INFO ] [LOCAL     ] FTHY: Saved forecast.
[2025-12-24T20:35:48.153836] [INFO ] [main      ] FTHY: Signal=1 (Conf=100.0%), Magnitude=0.73% (Conf=48.1242%)
[2025-12-24T20:35:48.154172] [INFO ] [main      ] Fetching symbol history for EMBC...
[2025-12-24T20:35:48.154184] [INFO ] [main      ] Progress: 44/364 forecasts completed (12.1%). FTHY finished in 0.6s. ETA: 54.2s. Rate: 354.36 forecasts/min
[2025-12-24T20:35:48.154222] [DEBUG] [REMOTE    ] EMBC: Fetching historical data.
[2025-12-24T20:35:48.164733] [DEBUG] [REMOTE    ] MYN: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:48.166197] [DEBUG] [LOCAL     ] Loaded configuration for MYN: 6 features, N/A% accuracy
[2025-12-24T20:35:48.166255] [INFO ] [LOCAL     ] MYN: Loaded 6 optimal features with 48.66% confidence from JSON config
[2025-12-24T20:35:48.166288] [DEBUG] [MAG       ] Building data for symbol: MYN with lookback: 0
[2025-12-24T20:35:48.167097] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:35:48.167159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:48.167218] [DEBUG] [REMOTE    ] EMBC: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:48.167994] [DEBUG] [LOCAL     ] Loaded configuration for EMBC: 1 features, N/A% accuracy
[2025-12-24T20:35:48.168046] [INFO ] [LOCAL     ] EMBC: Loaded 1 optimal features with 57.23% confidence from JSON config
[2025-12-24T20:35:48.168077] [DEBUG] [MAG       ] Building data for symbol: EMBC with lookback: 0
[2025-12-24T20:35:48.168856] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-24T20:35:48.168913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-24T20:35:48.169018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:48.169565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:48.169986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:35:48.170371] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:48.170892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:35:48.173514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:35:48.175362] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:48.228826] [DEBUG] [MAG       ] AMG: Last date is validated at 2025-12-24
[2025-12-24T20:35:48.388268] [DEBUG] [MAG       ] AI: Last date is validated at 2025-12-24
[2025-12-24T20:35:48.408397] [DEBUG] [MAG       ] AMG: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:48.515404] [DEBUG] [MAG       ] EMBC: Last date is validated at 2025-12-24
[2025-12-24T20:35:48.530026] [INFO ] [LOCAL     ] AMG: Saved forecast.
[2025-12-24T20:35:48.530099] [INFO ] [main      ] AMG: Signal=1 (Conf=100.0%), Magnitude=-1.71% (Conf=52.9908%)
[2025-12-24T20:35:48.530586] [INFO ] [main      ] Fetching symbol history for EVGO...
[2025-12-24T20:35:48.530641] [DEBUG] [REMOTE    ] EVGO: Fetching historical data.
[2025-12-24T20:35:48.530659] [INFO ] [main      ] Progress: 45/364 forecasts completed (12.4%). AMG finished in 0.7s. ETA: 55.5s. Rate: 344.98 forecasts/min
[2025-12-24T20:35:48.532965] [DEBUG] [MAG       ] MYN: Last date is validated at 2025-12-24
[2025-12-24T20:35:48.543613] [DEBUG] [REMOTE    ] EVGO: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:48.544778] [DEBUG] [LOCAL     ] Loaded configuration for EVGO: 7 features, N/A% accuracy
[2025-12-24T20:35:48.544830] [INFO ] [LOCAL     ] EVGO: Loaded 7 optimal features with 58.50% confidence from JSON config
[2025-12-24T20:35:48.544862] [DEBUG] [MAG       ] Building data for symbol: EVGO with lookback: 0
[2025-12-24T20:35:48.545631] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-24T20:35:48.545691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:48.550393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:48.552141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:48.552638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:48.553020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:35:48.553868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:35:48.555463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-24T20:35:48.556153] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:48.567497] [DEBUG] [MAG       ] AI: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:48.663114] [INFO ] [LOCAL     ] AI: Saved forecast.
[2025-12-24T20:35:48.663191] [INFO ] [main      ] AI: Signal=1 (Conf=100.0%), Magnitude=-3.96% (Conf=46.2614%)
[2025-12-24T20:35:48.663599] [INFO ] [main      ] Fetching symbol history for GPRK...
[2025-12-24T20:35:48.663652] [DEBUG] [REMOTE    ] GPRK: Fetching historical data.
[2025-12-24T20:35:48.663650] [INFO ] [main      ] Progress: 46/364 forecasts completed (12.6%). AI finished in 0.7s. ETA: 55.0s. Rate: 346.76 forecasts/min
[2025-12-24T20:35:48.676873] [DEBUG] [REMOTE    ] GPRK: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:48.678030] [DEBUG] [LOCAL     ] Loaded configuration for GPRK: 1 features, N/A% accuracy
[2025-12-24T20:35:48.678084] [INFO ] [LOCAL     ] GPRK: Loaded 1 optimal features with 39.86% confidence from JSON config
[2025-12-24T20:35:48.678115] [DEBUG] [MAG       ] Building data for symbol: GPRK with lookback: 0
[2025-12-24T20:35:48.678948] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-24T20:35:48.679007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-24T20:35:48.679738] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:48.684627] [DEBUG] [MAG       ] EMBC: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:48.701831] [DEBUG] [MAG       ] MYN: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:48.759134] [INFO ] [LOCAL     ] MYN: Saved forecast.
[2025-12-24T20:35:48.759200] [INFO ] [main      ] MYN: Signal=1 (Conf=100.0%), Magnitude=-0.44% (Conf=48.6561%)
[2025-12-24T20:35:48.759398] [INFO ] [main      ] Fetching symbol history for LSCC...
[2025-12-24T20:35:48.759443] [DEBUG] [REMOTE    ] LSCC: Fetching historical data.
[2025-12-24T20:35:48.760336] [INFO ] [main      ] Progress: 47/364 forecasts completed (12.9%). MYN finished in 0.6s. ETA: 54.3s. Rate: 350.04 forecasts/min
[2025-12-24T20:35:48.760474] [INFO ] [LOCAL     ] EMBC: Saved forecast.
[2025-12-24T20:35:48.760543] [INFO ] [main      ] EMBC: Signal=1 (Conf=100.0%), Magnitude=4.57% (Conf=57.2327%)
[2025-12-24T20:35:48.761118] [INFO ] [main      ] Progress: 48/364 forecasts completed (13.2%). EMBC finished in 0.6s. ETA: 53.0s. Rate: 357.45 forecasts/min
[2025-12-24T20:35:48.761129] [INFO ] [main      ] Fetching symbol history for KNTK...
[2025-12-24T20:35:48.761179] [DEBUG] [REMOTE    ] KNTK: Fetching historical data.
[2025-12-24T20:35:48.772429] [DEBUG] [REMOTE    ] KNTK: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:48.773188] [DEBUG] [LOCAL     ] Loaded configuration for KNTK: 5 features, N/A% accuracy
[2025-12-24T20:35:48.773238] [INFO ] [LOCAL     ] KNTK: Loaded 5 optimal features with 58.08% confidence from JSON config
[2025-12-24T20:35:48.773270] [DEBUG] [MAG       ] Building data for symbol: KNTK with lookback: 0
[2025-12-24T20:35:48.773640] [DEBUG] [REMOTE    ] LSCC: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:48.774035] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:35:48.774096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:35:48.774434] [DEBUG] [LOCAL     ] Loaded configuration for LSCC: 4 features, N/A% accuracy
[2025-12-24T20:35:48.774485] [INFO ] [LOCAL     ] LSCC: Loaded 4 optimal features with 50.26% confidence from JSON config
[2025-12-24T20:35:48.774517] [DEBUG] [MAG       ] Building data for symbol: LSCC with lookback: 0
[2025-12-24T20:35:48.774806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-24T20:35:48.775290] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:35:48.775352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:35:48.850268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-24T20:35:48.851843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-24T20:35:48.852891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-24T20:35:48.858397] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:48.884791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-24T20:35:48.887231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-24T20:35:48.890368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-24T20:35:48.892142] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:48.902059] [DEBUG] [MAG       ] EVGO: Last date is validated at 2025-12-24
[2025-12-24T20:35:49.027377] [DEBUG] [MAG       ] GPRK: Last date is validated at 2025-12-24
[2025-12-24T20:35:49.078703] [DEBUG] [MAG       ] EVGO: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:49.147665] [INFO ] [LOCAL     ] EVGO: Saved forecast.
[2025-12-24T20:35:49.147736] [INFO ] [main      ] EVGO: Signal=1 (Conf=100.0%), Magnitude=-3.44% (Conf=58.5049%)
[2025-12-24T20:35:49.147895] [INFO ] [main      ] Fetching symbol history for ERO...
[2025-12-24T20:35:49.147938] [DEBUG] [REMOTE    ] ERO: Fetching historical data.
[2025-12-24T20:35:49.149670] [INFO ] [main      ] Progress: 49/364 forecasts completed (13.5%). EVGO finished in 0.6s. ETA: 54.3s. Rate: 348.11 forecasts/min
[2025-12-24T20:35:49.161215] [DEBUG] [REMOTE    ] ERO: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:49.162670] [DEBUG] [LOCAL     ] Loaded configuration for ERO: 6 features, N/A% accuracy
[2025-12-24T20:35:49.162726] [INFO ] [LOCAL     ] ERO: Loaded 6 optimal features with 63.20% confidence from JSON config
[2025-12-24T20:35:49.162759] [DEBUG] [MAG       ] Building data for symbol: ERO with lookback: 0
[2025-12-24T20:35:49.163522] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:35:49.163613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:49.168657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:49.170522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:35:49.171031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-24T20:35:49.175612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-24T20:35:49.176640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-24T20:35:49.179029] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:49.202609] [DEBUG] [MAG       ] KNTK: Last date is validated at 2025-12-24
[2025-12-24T20:35:49.213152] [DEBUG] [MAG       ] GPRK: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:49.236061] [DEBUG] [MAG       ] LSCC: Last date is validated at 2025-12-24
[2025-12-24T20:35:49.275514] [INFO ] [LOCAL     ] GPRK: Saved forecast.
[2025-12-24T20:35:49.275600] [INFO ] [main      ] GPRK: Signal=1 (Conf=100.0%), Magnitude=1.28% (Conf=39.8611%)
[2025-12-24T20:35:49.275959] [INFO ] [main      ] Fetching symbol history for HY...
[2025-12-24T20:35:49.276009] [DEBUG] [REMOTE    ] HY: Fetching historical data.
[2025-12-24T20:35:49.276655] [INFO ] [main      ] Progress: 50/364 forecasts completed (13.7%). GPRK finished in 0.6s. ETA: 53.8s. Rate: 349.96 forecasts/min
[2025-12-24T20:35:49.290218] [DEBUG] [REMOTE    ] HY: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:49.291212] [DEBUG] [LOCAL     ] Loaded configuration for HY: 9 features, N/A% accuracy
[2025-12-24T20:35:49.291263] [INFO ] [LOCAL     ] HY: Loaded 9 optimal features with 48.91% confidence from JSON config
[2025-12-24T20:35:49.291294] [DEBUG] [MAG       ] Building data for symbol: HY with lookback: 0
[2025-12-24T20:35:49.292296] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-24T20:35:49.292360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:49.297533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:49.299539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:35:49.300035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:35:49.372035] [DEBUG] [MAG       ] KNTK: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:49.410686] [DEBUG] [MAG       ] LSCC: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:49.414310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:35:49.416746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-24T20:35:49.464648] [INFO ] [LOCAL     ] KNTK: Saved forecast.
[2025-12-24T20:35:49.464716] [INFO ] [main      ] KNTK: Signal=1 (Conf=100.0%), Magnitude=4.06% (Conf=58.0805%)
[2025-12-24T20:35:49.465083] [INFO ] [main      ] Fetching symbol history for UONE...
[2025-12-24T20:35:49.465134] [DEBUG] [REMOTE    ] UONE: Fetching historical data.
[2025-12-24T20:35:49.465123] [INFO ] [main      ] Progress: 51/364 forecasts completed (14.0%). KNTK finished in 0.7s. ETA: 53.8s. Rate: 349.28 forecasts/min
[2025-12-24T20:35:49.467114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-24T20:35:49.468849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-24T20:35:49.473059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-24T20:35:49.474681] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:49.475809] [DEBUG] [REMOTE    ] UONE: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:49.477182] [DEBUG] [LOCAL     ] Loaded configuration for UONE: 14 features, N/A% accuracy
[2025-12-24T20:35:49.477236] [INFO ] [LOCAL     ] UONE: Loaded 14 optimal features with 30.92% confidence from JSON config
[2025-12-24T20:35:49.477267] [DEBUG] [MAG       ] Building data for symbol: UONE with lookback: 0
[2025-12-24T20:35:49.478103] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2025-12-24T20:35:49.478485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:49.480568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:49.481105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:35:49.481532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:49.481929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:35:49.521013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-24T20:35:49.522216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-24T20:35:49.524253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-24T20:35:49.526234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-24T20:35:49.526656] [INFO ] [LOCAL     ] LSCC: Saved forecast.
[2025-12-24T20:35:49.526730] [INFO ] [main      ] LSCC: Signal=1 (Conf=100.0%), Magnitude=-0.43% (Conf=50.2604%)
[2025-12-24T20:35:49.526924] [INFO ] [main      ] Fetching symbol history for BELFB...
[2025-12-24T20:35:49.526971] [DEBUG] [REMOTE    ] BELFB: Fetching historical data.
[2025-12-24T20:35:49.527291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-24T20:35:49.527844] [INFO ] [main      ] Progress: 52/364 forecasts completed (14.3%). LSCC finished in 0.8s. ETA: 52.9s. Rate: 353.59 forecasts/min
[2025-12-24T20:35:49.530874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-24T20:35:49.532482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-24T20:35:49.533537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-24T20:35:49.535148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-24T20:35:49.535858] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:49.541527] [DEBUG] [REMOTE    ] BELFB: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:49.542379] [DEBUG] [LOCAL     ] Loaded configuration for BELFB: 4 features, N/A% accuracy
[2025-12-24T20:35:49.542434] [INFO ] [LOCAL     ] BELFB: Loaded 4 optimal features with 52.60% confidence from JSON config
[2025-12-24T20:35:49.542467] [DEBUG] [MAG       ] Building data for symbol: BELFB with lookback: 0
[2025-12-24T20:35:49.543267] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:35:49.543333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:49.546803] [DEBUG] [MAG       ] ERO: Last date is validated at 2025-12-24
[2025-12-24T20:35:49.548294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:35:49.549118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-24T20:35:49.549801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-24T20:35:49.551472] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:49.720642] [DEBUG] [MAG       ] ERO: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:49.800717] [INFO ] [LOCAL     ] ERO: Saved forecast.
[2025-12-24T20:35:49.800785] [INFO ] [main      ] ERO: Signal=1 (Conf=100.0%), Magnitude=-1.04% (Conf=63.2%)
[2025-12-24T20:35:49.801111] [INFO ] [main      ] Fetching symbol history for NAVI...
[2025-12-24T20:35:49.801166] [DEBUG] [REMOTE    ] NAVI: Fetching historical data.
[2025-12-24T20:35:49.801683] [INFO ] [main      ] Progress: 53/364 forecasts completed (14.6%). ERO finished in 0.7s. ETA: 53.4s. Rate: 349.54 forecasts/min
[2025-12-24T20:35:49.814783] [DEBUG] [REMOTE    ] NAVI: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:49.815720] [DEBUG] [LOCAL     ] Loaded configuration for NAVI: 7 features, N/A% accuracy
[2025-12-24T20:35:49.815779] [INFO ] [LOCAL     ] NAVI: Loaded 7 optimal features with 74.53% confidence from JSON config
[2025-12-24T20:35:49.815812] [DEBUG] [MAG       ] Building data for symbol: NAVI with lookback: 0
[2025-12-24T20:35:49.816781] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-24T20:35:49.816843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:49.821522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:49.823266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:35:49.823758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:35:49.824827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:35:49.827469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-24T20:35:49.829746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-24T20:35:49.832056] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:49.833125] [DEBUG] [MAG       ] HY: Last date is validated at 2025-12-24
[2025-12-24T20:35:49.879159] [DEBUG] [MAG       ] UONE: Last date is validated at 2025-12-24
[2025-12-24T20:35:49.903705] [DEBUG] [MAG       ] BELFB: Last date is validated at 2025-12-24
[2025-12-24T20:35:50.016356] [DEBUG] [MAG       ] HY: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:50.051409] [DEBUG] [MAG       ] UONE: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:50.074242] [DEBUG] [MAG       ] BELFB: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:50.125273] [INFO ] [LOCAL     ] UONE: Saved forecast.
[2025-12-24T20:35:50.125340] [INFO ] [main      ] UONE: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=30.9248%)
[2025-12-24T20:35:50.125731] [INFO ] [main      ] Fetching symbol history for BHRB...
[2025-12-24T20:35:50.125782] [DEBUG] [REMOTE    ] BHRB: Fetching historical data.
[2025-12-24T20:35:50.125805] [INFO ] [main      ] Progress: 54/364 forecasts completed (14.8%). UONE finished in 0.7s. ETA: 54.1s. Rate: 343.89 forecasts/min
[2025-12-24T20:35:50.126685] [INFO ] [LOCAL     ] HY: Saved forecast.
[2025-12-24T20:35:50.126761] [INFO ] [main      ] HY: Signal=1 (Conf=100.0%), Magnitude=9.63% (Conf=48.9122%)
[2025-12-24T20:35:50.127259] [INFO ] [main      ] Fetching symbol history for BUXX...
[2025-12-24T20:35:50.127326] [DEBUG] [REMOTE    ] BUXX: Fetching historical data.
[2025-12-24T20:35:50.127752] [INFO ] [main      ] Progress: 55/364 forecasts completed (15.1%). HY finished in 0.9s. ETA: 52.9s. Rate: 350.18 forecasts/min
[2025-12-24T20:35:50.137098] [DEBUG] [REMOTE    ] BHRB: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:50.137973] [DEBUG] [LOCAL     ] Loaded configuration for BHRB: 5 features, N/A% accuracy
[2025-12-24T20:35:50.138225] [INFO ] [LOCAL     ] BHRB: Loaded 5 optimal features with 52.06% confidence from JSON config
[2025-12-24T20:35:50.138255] [DEBUG] [MAG       ] Building data for symbol: BHRB with lookback: 0
[2025-12-24T20:35:50.139025] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:35:50.139085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:50.140770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:50.141450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:50.141843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:35:50.142360] [DEBUG] [REMOTE    ] BUXX: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:50.142902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-24T20:35:50.143178] [DEBUG] [LOCAL     ] Loaded configuration for BUXX: 29 features, N/A% accuracy
[2025-12-24T20:35:50.143233] [INFO ] [LOCAL     ] BUXX: Loaded 29 optimal features with 15.70% confidence from JSON config
[2025-12-24T20:35:50.143265] [DEBUG] [MAG       ] Building data for symbol: BUXX with lookback: 0
[2025-12-24T20:35:50.144085] [DEBUG] [FEATURES  ] DataBuilder: Executing 29 feature methods.
[2025-12-24T20:35:50.144163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:50.149056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:50.151123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:50.151652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:35:50.152096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:50.152490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:35:50.153279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:35:50.154205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:35:50.156809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:35:50.180810] [DEBUG] [MAG       ] NAVI: Last date is validated at 2025-12-24
[2025-12-24T20:35:50.184670] [INFO ] [LOCAL     ] BELFB: Saved forecast.
[2025-12-24T20:35:50.184738] [INFO ] [main      ] BELFB: Signal=1 (Conf=100.0%), Magnitude=-2.32% (Conf=52.5969%)
[2025-12-24T20:35:50.185050] [INFO ] [main      ] Fetching symbol history for SCSC...
[2025-12-24T20:35:50.185099] [DEBUG] [REMOTE    ] SCSC: Fetching historical data.
[2025-12-24T20:35:50.185938] [INFO ] [main      ] Progress: 56/364 forecasts completed (15.4%). BELFB finished in 0.7s. ETA: 52.1s. Rate: 354.36 forecasts/min
[2025-12-24T20:35:50.199718] [DEBUG] [REMOTE    ] SCSC: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:50.200673] [DEBUG] [LOCAL     ] Loaded configuration for SCSC: 2 features, N/A% accuracy
[2025-12-24T20:35:50.200742] [INFO ] [LOCAL     ] SCSC: Loaded 2 optimal features with 53.38% confidence from JSON config
[2025-12-24T20:35:50.200773] [DEBUG] [MAG       ] Building data for symbol: SCSC with lookback: 0
[2025-12-24T20:35:50.201530] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-24T20:35:50.201606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:50.206639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:35:50.207622] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:50.217872] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:50.275408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:35:50.277422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:35:50.316391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-24T20:35:50.317623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-24T20:35:50.352925] [DEBUG] [MAG       ] NAVI: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:50.358480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-24T20:35:50.363462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:35:50.364852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-24T20:35:50.430813] [INFO ] [LOCAL     ] NAVI: Saved forecast.
[2025-12-24T20:35:50.430881] [INFO ] [main      ] NAVI: Signal=1 (Conf=100.0%), Magnitude=-1.00% (Conf=74.5298%)
[2025-12-24T20:35:50.431257] [INFO ] [main      ] Fetching symbol history for LEN...
[2025-12-24T20:35:50.431314] [DEBUG] [REMOTE    ] LEN: Fetching historical data.
[2025-12-24T20:35:50.431665] [INFO ] [main      ] Progress: 57/364 forecasts completed (15.7%). NAVI finished in 0.6s. ETA: 52.4s. Rate: 351.58 forecasts/min
[2025-12-24T20:35:50.438940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-24T20:35:50.439860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-24T20:35:50.441669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-24T20:35:50.444402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-24T20:35:50.445289] [DEBUG] [REMOTE    ] LEN: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:50.445469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-24T20:35:50.446298] [DEBUG] [LOCAL     ] Loaded configuration for LEN: 7 features, N/A% accuracy
[2025-12-24T20:35:50.446349] [INFO ] [LOCAL     ] LEN: Loaded 7 optimal features with 62.59% confidence from JSON config
[2025-12-24T20:35:50.446380] [DEBUG] [MAG       ] Building data for symbol: LEN with lookback: 0
[2025-12-24T20:35:50.447189] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-24T20:35:50.447249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:50.447449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-24T20:35:50.448203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-24T20:35:50.448942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:50.449490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:50.449893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:35:50.451678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:35:50.453003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-24T20:35:50.453043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-24T20:35:50.454193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-24T20:35:50.455693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-24T20:35:50.457213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-24T20:35:50.460379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-24T20:35:50.461219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-24T20:35:50.461954] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:50.531660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-24T20:35:50.536296] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:50.556168] [DEBUG] [MAG       ] SCSC: Last date is validated at 2025-12-24
[2025-12-24T20:35:50.562555] [DEBUG] [MAG       ] BHRB: Last date is validated at 2025-12-24
[2025-12-24T20:35:50.724487] [DEBUG] [MAG       ] SCSC: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:50.730463] [DEBUG] [MAG       ] BHRB: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:50.803617] [DEBUG] [MAG       ] BUXX: Last date is validated at 2025-12-24
[2025-12-24T20:35:50.814715] [INFO ] [LOCAL     ] SCSC: Saved forecast.
[2025-12-24T20:35:50.814785] [INFO ] [main      ] SCSC: Signal=1 (Conf=100.0%), Magnitude=-3.23% (Conf=53.3767%)
[2025-12-24T20:35:50.814959] [INFO ] [main      ] Fetching symbol history for PWP...
[2025-12-24T20:35:50.815004] [DEBUG] [REMOTE    ] PWP: Fetching historical data.
[2025-12-24T20:35:50.815865] [INFO ] [main      ] Progress: 58/364 forecasts completed (15.9%). SCSC finished in 0.6s. ETA: 53.3s. Rate: 344.15 forecasts/min
[2025-12-24T20:35:50.818688] [INFO ] [LOCAL     ] BHRB: Saved forecast.
[2025-12-24T20:35:50.818756] [INFO ] [main      ] BHRB: Signal=1 (Conf=100.0%), Magnitude=2.61% (Conf=52.0623%)
[2025-12-24T20:35:50.819347] [INFO ] [main      ] Fetching symbol history for AVAL...
[2025-12-24T20:35:50.819412] [DEBUG] [REMOTE    ] AVAL: Fetching historical data.
[2025-12-24T20:35:50.819414] [INFO ] [main      ] Progress: 59/364 forecasts completed (16.2%). BHRB finished in 0.7s. ETA: 52.3s. Rate: 349.97 forecasts/min
[2025-12-24T20:35:50.830287] [DEBUG] [REMOTE    ] AVAL: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:50.830859] [DEBUG] [REMOTE    ] PWP: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:50.831795] [DEBUG] [LOCAL     ] Loaded configuration for PWP: 3 features, N/A% accuracy
[2025-12-24T20:35:50.831847] [INFO ] [LOCAL     ] PWP: Loaded 3 optimal features with 50.79% confidence from JSON config
[2025-12-24T20:35:50.831878] [DEBUG] [MAG       ] Building data for symbol: PWP with lookback: 0
[2025-12-24T20:35:50.832187] [DEBUG] [LOCAL     ] Loaded configuration for AVAL: 4 features, N/A% accuracy
[2025-12-24T20:35:50.832244] [INFO ] [LOCAL     ] AVAL: Loaded 4 optimal features with 32.50% confidence from JSON config
[2025-12-24T20:35:50.832274] [DEBUG] [MAG       ] Building data for symbol: AVAL with lookback: 0
[2025-12-24T20:35:50.832650] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:35:50.832708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:35:50.833036] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:35:50.833107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:35:50.833553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:35:50.833821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-24T20:35:50.834544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-24T20:35:50.835417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-24T20:35:50.836275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-24T20:35:50.836820] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:50.837532] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:50.870838] [DEBUG] [MAG       ] LEN: Last date is validated at 2025-12-24
[2025-12-24T20:35:50.973905] [DEBUG] [MAG       ] BUXX: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:51.042774] [DEBUG] [MAG       ] LEN: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:51.062241] [INFO ] [LOCAL     ] BUXX: Saved forecast.
[2025-12-24T20:35:51.062316] [INFO ] [main      ] BUXX: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=15.6976%)
[2025-12-24T20:35:51.062516] [INFO ] [main      ] Fetching symbol history for NWSA...
[2025-12-24T20:35:51.062584] [DEBUG] [REMOTE    ] NWSA: Fetching historical data.
[2025-12-24T20:35:51.063668] [INFO ] [main      ] Progress: 60/364 forecasts completed (16.5%). BUXX finished in 0.9s. ETA: 52.5s. Rate: 347.51 forecasts/min
[2025-12-24T20:35:51.074489] [DEBUG] [REMOTE    ] NWSA: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:51.075656] [DEBUG] [LOCAL     ] Loaded configuration for NWSA: 10 features, N/A% accuracy
[2025-12-24T20:35:51.075709] [INFO ] [LOCAL     ] NWSA: Loaded 10 optimal features with 43.09% confidence from JSON config
[2025-12-24T20:35:51.075740] [DEBUG] [MAG       ] Building data for symbol: NWSA with lookback: 0
[2025-12-24T20:35:51.076500] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-24T20:35:51.076564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:51.081304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:35:51.082531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-24T20:35:51.084494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-24T20:35:51.088679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-24T20:35:51.090183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-24T20:35:51.090875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:51.092477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:35:51.092943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-24T20:35:51.093979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-24T20:35:51.095922] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:51.152935] [INFO ] [LOCAL     ] LEN: Saved forecast.
[2025-12-24T20:35:51.153001] [INFO ] [main      ] LEN: Signal=1 (Conf=100.0%), Magnitude=-0.95% (Conf=62.5913%)
[2025-12-24T20:35:51.153367] [INFO ] [main      ] Fetching symbol history for KKRS...
[2025-12-24T20:35:51.153417] [DEBUG] [REMOTE    ] KKRS: Fetching historical data.
[2025-12-24T20:35:51.153691] [INFO ] [main      ] Progress: 61/364 forecasts completed (16.8%). LEN finished in 0.7s. ETA: 51.9s. Rate: 350.25 forecasts/min
[2025-12-24T20:35:51.165264] [DEBUG] [REMOTE    ] KKRS: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:51.166614] [DEBUG] [LOCAL     ] Loaded configuration for KKRS: 5 features, N/A% accuracy
[2025-12-24T20:35:51.166667] [INFO ] [LOCAL     ] KKRS: Loaded 5 optimal features with 61.50% confidence from JSON config
[2025-12-24T20:35:51.166697] [DEBUG] [MAG       ] Building data for symbol: KKRS with lookback: 0
[2025-12-24T20:35:51.167473] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:35:51.167532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:51.169190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:51.169734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:51.170106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-24T20:35:51.174174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-24T20:35:51.175293] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:51.179223] [DEBUG] [MAG       ] AVAL: Last date is validated at 2025-12-24
[2025-12-24T20:35:51.207301] [DEBUG] [MAG       ] PWP: Last date is validated at 2025-12-24
[2025-12-24T20:35:51.346145] [DEBUG] [MAG       ] AVAL: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:51.395566] [DEBUG] [MAG       ] PWP: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:51.431738] [DEBUG] [MAG       ] NWSA: Last date is validated at 2025-12-24
[2025-12-24T20:35:51.453064] [INFO ] [LOCAL     ] AVAL: Saved forecast.
[2025-12-24T20:35:51.453131] [INFO ] [main      ] AVAL: Signal=1 (Conf=90.0%), Magnitude=1.03% (Conf=32.5049%)
[2025-12-24T20:35:51.453477] [INFO ] [main      ] Fetching symbol history for CMRE...
[2025-12-24T20:35:51.453535] [DEBUG] [REMOTE    ] CMRE: Fetching historical data.
[2025-12-24T20:35:51.454507] [INFO ] [main      ] Progress: 62/364 forecasts completed (17.0%). AVAL finished in 0.6s. ETA: 52.4s. Rate: 346.03 forecasts/min
[2025-12-24T20:35:51.464478] [DEBUG] [REMOTE    ] CMRE: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:51.465522] [DEBUG] [LOCAL     ] Loaded configuration for CMRE: 7 features, N/A% accuracy
[2025-12-24T20:35:51.465592] [INFO ] [LOCAL     ] CMRE: Loaded 7 optimal features with 49.75% confidence from JSON config
[2025-12-24T20:35:51.465627] [DEBUG] [MAG       ] Building data for symbol: CMRE with lookback: 0
[2025-12-24T20:35:51.466561] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-24T20:35:51.466638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:51.471758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:35:51.474537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:35:51.474538] [INFO ] [LOCAL     ] PWP: Saved forecast.
[2025-12-24T20:35:51.474634] [INFO ] [main      ] PWP: Signal=1 (Conf=90.0%), Magnitude=1.09% (Conf=50.7922%)
[2025-12-24T20:35:51.474863] [INFO ] [main      ] Fetching symbol history for BYRN...
[2025-12-24T20:35:51.474936] [DEBUG] [REMOTE    ] BYRN: Fetching historical data.
[2025-12-24T20:35:51.475925] [INFO ] [main      ] Progress: 63/364 forecasts completed (17.3%). PWP finished in 0.7s. ETA: 51.5s. Rate: 350.92 forecasts/min
[2025-12-24T20:35:51.491352] [DEBUG] [REMOTE    ] BYRN: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:51.492626] [DEBUG] [LOCAL     ] Loaded configuration for BYRN: 5 features, N/A% accuracy
[2025-12-24T20:35:51.492687] [INFO ] [LOCAL     ] BYRN: Loaded 5 optimal features with 52.32% confidence from JSON config
[2025-12-24T20:35:51.492721] [DEBUG] [MAG       ] Building data for symbol: BYRN with lookback: 0
[2025-12-24T20:35:51.493641] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:35:51.493717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:51.499345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:51.501366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:35:51.502021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:35:51.504758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-24T20:35:51.507696] [DEBUG] [MAG       ] KKRS: Last date is validated at 2025-12-24
[2025-12-24T20:35:51.564397] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:51.580471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:35:51.582189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-24T20:35:51.599238] [DEBUG] [MAG       ] NWSA: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:51.631866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-24T20:35:51.634841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-24T20:35:51.635902] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:51.676076] [DEBUG] [MAG       ] KKRS: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:51.687164] [INFO ] [LOCAL     ] NWSA: Saved forecast.
[2025-12-24T20:35:51.687239] [INFO ] [main      ] NWSA: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=43.0879%)
[2025-12-24T20:35:51.687621] [INFO ] [main      ] Fetching symbol history for SCL...
[2025-12-24T20:35:51.687671] [DEBUG] [REMOTE    ] SCL: Fetching historical data.
[2025-12-24T20:35:51.687658] [INFO ] [main      ] Progress: 64/364 forecasts completed (17.6%). NWSA finished in 0.6s. ETA: 51.5s. Rate: 349.61 forecasts/min
[2025-12-24T20:35:51.700551] [DEBUG] [REMOTE    ] SCL: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:51.701483] [DEBUG] [LOCAL     ] Loaded configuration for SCL: 3 features, N/A% accuracy
[2025-12-24T20:35:51.701533] [INFO ] [LOCAL     ] SCL: Loaded 3 optimal features with 53.92% confidence from JSON config
[2025-12-24T20:35:51.701563] [DEBUG] [MAG       ] Building data for symbol: SCL with lookback: 0
[2025-12-24T20:35:51.702336] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:35:51.702395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:35:51.703249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-24T20:35:51.738449] [INFO ] [LOCAL     ] KKRS: Saved forecast.
[2025-12-24T20:35:51.738536] [INFO ] [main      ] KKRS: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=61.5009%)
[2025-12-24T20:35:51.738945] [INFO ] [main      ] Fetching symbol history for KURA...
[2025-12-24T20:35:51.739000] [DEBUG] [REMOTE    ] KURA: Fetching historical data.
[2025-12-24T20:35:51.740654] [INFO ] [main      ] Progress: 65/364 forecasts completed (17.9%). KKRS finished in 0.6s. ETA: 50.8s. Rate: 353.37 forecasts/min
[2025-12-24T20:35:51.750823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-24T20:35:51.752738] [DEBUG] [REMOTE    ] KURA: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:51.751789] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:51.756628] [DEBUG] [LOCAL     ] Loaded configuration for KURA: 2 features, N/A% accuracy
[2025-12-24T20:35:51.756699] [INFO ] [LOCAL     ] KURA: Loaded 2 optimal features with 54.42% confidence from JSON config
[2025-12-24T20:35:51.756745] [DEBUG] [MAG       ] Building data for symbol: KURA with lookback: 0
[2025-12-24T20:35:51.757813] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-24T20:35:51.757874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-24T20:35:51.760673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:51.762534] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:51.915665] [DEBUG] [MAG       ] BYRN: Last date is validated at 2025-12-24
[2025-12-24T20:35:51.974693] [DEBUG] [MAG       ] CMRE: Last date is validated at 2025-12-24
[2025-12-24T20:35:52.088862] [DEBUG] [MAG       ] BYRN: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:52.102189] [DEBUG] [MAG       ] SCL: Last date is validated at 2025-12-24
[2025-12-24T20:35:52.147851] [DEBUG] [MAG       ] CMRE: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:52.183870] [INFO ] [LOCAL     ] BYRN: Saved forecast.
[2025-12-24T20:35:52.183938] [INFO ] [main      ] BYRN: Signal=1 (Conf=90.0%), Magnitude=2.99% (Conf=52.3208%)
[2025-12-24T20:35:52.184468] [INFO ] [main      ] Fetching symbol history for LINE...
[2025-12-24T20:35:52.184518] [DEBUG] [REMOTE    ] LINE: Fetching historical data.
[2025-12-24T20:35:52.185467] [INFO ] [main      ] Progress: 66/364 forecasts completed (18.1%). BYRN finished in 0.7s. ETA: 51.8s. Rate: 344.91 forecasts/min
[2025-12-24T20:35:52.197447] [DEBUG] [REMOTE    ] LINE: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:52.198742] [DEBUG] [LOCAL     ] Loaded configuration for LINE: 3 features, N/A% accuracy
[2025-12-24T20:35:52.198795] [INFO ] [LOCAL     ] LINE: Loaded 3 optimal features with 66.96% confidence from JSON config
[2025-12-24T20:35:52.198825] [DEBUG] [MAG       ] Building data for symbol: LINE with lookback: 0
[2025-12-24T20:35:52.199840] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:35:52.199899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-24T20:35:52.217031] [INFO ] [LOCAL     ] CMRE: Saved forecast.
[2025-12-24T20:35:52.217097] [INFO ] [main      ] CMRE: Signal=1 (Conf=90.0%), Magnitude=-0.25% (Conf=49.7533%)
[2025-12-24T20:35:52.217542] [INFO ] [main      ] Fetching symbol history for CARS...
[2025-12-24T20:35:52.217610] [DEBUG] [REMOTE    ] CARS: Fetching historical data.
[2025-12-24T20:35:52.217654] [INFO ] [main      ] Progress: 67/364 forecasts completed (18.4%). CMRE finished in 0.8s. ETA: 51.0s. Rate: 349.15 forecasts/min
[2025-12-24T20:35:52.229609] [DEBUG] [REMOTE    ] CARS: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:52.231146] [DEBUG] [LOCAL     ] Loaded configuration for CARS: 2 features, N/A% accuracy
[2025-12-24T20:35:52.231197] [INFO ] [LOCAL     ] CARS: Loaded 2 optimal features with 47.87% confidence from JSON config
[2025-12-24T20:35:52.231228] [DEBUG] [MAG       ] Building data for symbol: CARS with lookback: 0
[2025-12-24T20:35:52.231982] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-24T20:35:52.232059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:52.234008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:35:52.234492] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:52.243507] [DEBUG] [MAG       ] KURA: Last date is validated at 2025-12-24
[2025-12-24T20:35:52.250476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-24T20:35:52.253028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-24T20:35:52.254655] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:52.275913] [DEBUG] [MAG       ] SCL: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:52.369511] [INFO ] [LOCAL     ] SCL: Saved forecast.
[2025-12-24T20:35:52.369619] [INFO ] [main      ] SCL: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=53.9248%)
[2025-12-24T20:35:52.370124] [INFO ] [main      ] Fetching symbol history for GPIX...
[2025-12-24T20:35:52.370191] [DEBUG] [REMOTE    ] GPIX: Fetching historical data.
[2025-12-24T20:35:52.371658] [INFO ] [main      ] Progress: 68/364 forecasts completed (18.7%). SCL finished in 0.7s. ETA: 50.8s. Rate: 349.69 forecasts/min
[2025-12-24T20:35:52.386337] [DEBUG] [REMOTE    ] GPIX: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:52.387794] [DEBUG] [LOCAL     ] Loaded configuration for GPIX: 7 features, N/A% accuracy
[2025-12-24T20:35:52.387868] [INFO ] [LOCAL     ] GPIX: Loaded 7 optimal features with 73.62% confidence from JSON config
[2025-12-24T20:35:52.387928] [DEBUG] [MAG       ] Building data for symbol: GPIX with lookback: 0
[2025-12-24T20:35:52.389286] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-24T20:35:52.389368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:52.396125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:52.398730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:52.399366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:52.399900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:35:52.400995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:35:52.404174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-24T20:35:52.405117] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:52.454890] [DEBUG] [MAG       ] KURA: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:52.527410] [INFO ] [LOCAL     ] KURA: Saved forecast.
[2025-12-24T20:35:52.527478] [INFO ] [main      ] KURA: Signal=1 (Conf=90.0%), Magnitude=0.73% (Conf=54.425%)
[2025-12-24T20:35:52.527674] [INFO ] [main      ] Fetching symbol history for MA...
[2025-12-24T20:35:52.527722] [DEBUG] [REMOTE    ] MA: Fetching historical data.
[2025-12-24T20:35:52.528657] [INFO ] [main      ] Progress: 69/364 forecasts completed (19.0%). KURA finished in 0.8s. ETA: 50.6s. Rate: 350.12 forecasts/min
[2025-12-24T20:35:52.542962] [DEBUG] [REMOTE    ] MA: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:52.544725] [DEBUG] [LOCAL     ] Loaded configuration for MA: 2 features, N/A% accuracy
[2025-12-24T20:35:52.544781] [INFO ] [LOCAL     ] MA: Loaded 2 optimal features with 57.44% confidence from JSON config
[2025-12-24T20:35:52.544818] [DEBUG] [MAG       ] Building data for symbol: MA with lookback: 0
[2025-12-24T20:35:52.545649] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-24T20:35:52.545708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:52.550836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-24T20:35:52.553569] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:52.682357] [DEBUG] [MAG       ] CARS: Last date is validated at 2025-12-24
[2025-12-24T20:35:52.713127] [DEBUG] [MAG       ] LINE: Last date is validated at 2025-12-24
[2025-12-24T20:35:52.854256] [DEBUG] [MAG       ] CARS: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:52.872317] [DEBUG] [MAG       ] GPIX: Last date is validated at 2025-12-24
[2025-12-24T20:35:52.888666] [DEBUG] [MAG       ] LINE: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:52.896831] [DEBUG] [MAG       ] MA: Last date is validated at 2025-12-24
[2025-12-24T20:35:52.923383] [INFO ] [LOCAL     ] CARS: Saved forecast.
[2025-12-24T20:35:52.923454] [INFO ] [main      ] CARS: Signal=1 (Conf=90.0%), Magnitude=-0.86% (Conf=47.8687%)
[2025-12-24T20:35:52.923633] [INFO ] [main      ] Fetching symbol history for FRPH...
[2025-12-24T20:35:52.923677] [DEBUG] [REMOTE    ] FRPH: Fetching historical data.
[2025-12-24T20:35:52.923916] [INFO ] [main      ] Progress: 70/364 forecasts completed (19.2%). CARS finished in 0.7s. ETA: 51.3s. Rate: 343.71 forecasts/min
[2025-12-24T20:35:52.934343] [DEBUG] [REMOTE    ] FRPH: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:52.935415] [DEBUG] [LOCAL     ] Loaded configuration for FRPH: 3 features, N/A% accuracy
[2025-12-24T20:35:52.935466] [INFO ] [LOCAL     ] FRPH: Loaded 3 optimal features with 53.28% confidence from JSON config
[2025-12-24T20:35:52.935498] [DEBUG] [MAG       ] Building data for symbol: FRPH with lookback: 0
[2025-12-24T20:35:52.936448] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:35:52.936507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:35:52.937401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:35:52.938454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-24T20:35:52.941516] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:52.979359] [INFO ] [LOCAL     ] LINE: Saved forecast.
[2025-12-24T20:35:52.979429] [INFO ] [main      ] LINE: Signal=1 (Conf=90.0%), Magnitude=0.38% (Conf=66.9571%)
[2025-12-24T20:35:52.979605] [INFO ] [main      ] Fetching symbol history for OBK...
[2025-12-24T20:35:52.979650] [DEBUG] [REMOTE    ] OBK: Fetching historical data.
[2025-12-24T20:35:52.980524] [INFO ] [main      ] Progress: 71/364 forecasts completed (19.5%). LINE finished in 0.8s. ETA: 50.7s. Rate: 347.01 forecasts/min
[2025-12-24T20:35:52.994339] [DEBUG] [REMOTE    ] OBK: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:52.995510] [DEBUG] [LOCAL     ] Loaded configuration for OBK: 8 features, N/A% accuracy
[2025-12-24T20:35:52.995561] [INFO ] [LOCAL     ] OBK: Loaded 8 optimal features with 43.67% confidence from JSON config
[2025-12-24T20:35:52.995618] [DEBUG] [MAG       ] Building data for symbol: OBK with lookback: 0
[2025-12-24T20:35:52.996384] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-24T20:35:52.996446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:53.004659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:53.006614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:53.007296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:35:53.007767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:53.008366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:35:53.009841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:35:53.012378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-24T20:35:53.014343] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:53.048337] [DEBUG] [MAG       ] GPIX: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:53.076540] [DEBUG] [MAG       ] MA: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:53.126650] [INFO ] [LOCAL     ] GPIX: Saved forecast.
[2025-12-24T20:35:53.126719] [INFO ] [main      ] GPIX: Signal=1 (Conf=90.0%), Magnitude=-0.43% (Conf=73.6211%)
[2025-12-24T20:35:53.126886] [INFO ] [main      ] Fetching symbol history for CTRA...
[2025-12-24T20:35:53.126930] [DEBUG] [REMOTE    ] CTRA: Fetching historical data.
[2025-12-24T20:35:53.127917] [INFO ] [main      ] Progress: 72/364 forecasts completed (19.8%). GPIX finished in 0.8s. ETA: 50.4s. Rate: 347.72 forecasts/min
[2025-12-24T20:35:53.140273] [DEBUG] [REMOTE    ] CTRA: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:53.141566] [DEBUG] [LOCAL     ] Loaded configuration for CTRA: 9 features, N/A% accuracy
[2025-12-24T20:35:53.141641] [INFO ] [LOCAL     ] CTRA: Loaded 9 optimal features with 46.89% confidence from JSON config
[2025-12-24T20:35:53.141674] [DEBUG] [MAG       ] Building data for symbol: CTRA with lookback: 0
[2025-12-24T20:35:53.142751] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-24T20:35:53.142818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:53.148082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:53.150123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:53.150728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:53.151288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-24T20:35:53.152242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-24T20:35:53.153092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-24T20:35:53.158151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-24T20:35:53.159529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-24T20:35:53.160223] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:53.233826] [INFO ] [LOCAL     ] MA: Saved forecast.
[2025-12-24T20:35:53.233895] [INFO ] [main      ] MA: Signal=1 (Conf=90.0%), Magnitude=-0.20% (Conf=57.4444%)
[2025-12-24T20:35:53.234249] [INFO ] [main      ] Fetching symbol history for PHK...
[2025-12-24T20:35:53.234300] [DEBUG] [REMOTE    ] PHK: Fetching historical data.
[2025-12-24T20:35:53.234658] [INFO ] [main      ] Progress: 73/364 forecasts completed (20.1%). MA finished in 0.7s. ETA: 50.0s. Rate: 349.55 forecasts/min
[2025-12-24T20:35:53.246999] [DEBUG] [REMOTE    ] PHK: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:53.248254] [DEBUG] [LOCAL     ] Loaded configuration for PHK: 3 features, N/A% accuracy
[2025-12-24T20:35:53.248306] [INFO ] [LOCAL     ] PHK: Loaded 3 optimal features with 26.52% confidence from JSON config
[2025-12-24T20:35:53.248336] [DEBUG] [MAG       ] Building data for symbol: PHK with lookback: 0
[2025-12-24T20:35:53.249346] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:35:53.249411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:53.254471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:35:53.255310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:35:53.257669] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:53.283418] [DEBUG] [MAG       ] FRPH: Last date is validated at 2025-12-24
[2025-12-24T20:35:53.352458] [DEBUG] [MAG       ] OBK: Last date is validated at 2025-12-24
[2025-12-24T20:35:53.454949] [DEBUG] [MAG       ] FRPH: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:53.517790] [DEBUG] [MAG       ] CTRA: Last date is validated at 2025-12-24
[2025-12-24T20:35:53.524239] [DEBUG] [MAG       ] OBK: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:53.525714] [INFO ] [LOCAL     ] FRPH: Saved forecast.
[2025-12-24T20:35:53.525782] [INFO ] [main      ] FRPH: Signal=1 (Conf=90.0%), Magnitude=0.34% (Conf=53.2826%)
[2025-12-24T20:35:53.526414] [INFO ] [main      ] Fetching symbol history for WHD...
[2025-12-24T20:35:53.526467] [DEBUG] [REMOTE    ] WHD: Fetching historical data.
[2025-12-24T20:35:53.526660] [INFO ] [main      ] Progress: 74/364 forecasts completed (20.3%). FRPH finished in 0.6s. ETA: 50.3s. Rate: 346.27 forecasts/min
[2025-12-24T20:35:53.538879] [DEBUG] [REMOTE    ] WHD: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:53.540490] [DEBUG] [LOCAL     ] Loaded configuration for WHD: 9 features, N/A% accuracy
[2025-12-24T20:35:53.540548] [INFO ] [LOCAL     ] WHD: Loaded 9 optimal features with 56.35% confidence from JSON config
[2025-12-24T20:35:53.540616] [DEBUG] [MAG       ] Building data for symbol: WHD with lookback: 0
[2025-12-24T20:35:53.541423] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-24T20:35:53.541486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:53.546223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:35:53.548641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-24T20:35:53.551335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:53.553011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:35:53.553457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-24T20:35:53.554450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-24T20:35:53.556029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-24T20:35:53.557198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-24T20:35:53.557863] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:53.614872] [INFO ] [LOCAL     ] OBK: Saved forecast.
[2025-12-24T20:35:53.615133] [INFO ] [main      ] OBK: Signal=1 (Conf=90.0%), Magnitude=0.88% (Conf=43.6654%)
[2025-12-24T20:35:53.615519] [INFO ] [main      ] Fetching symbol history for LQDA...
[2025-12-24T20:35:53.615590] [DEBUG] [REMOTE    ] LQDA: Fetching historical data.
[2025-12-24T20:35:53.615670] [INFO ] [main      ] Progress: 75/364 forecasts completed (20.6%). OBK finished in 0.6s. ETA: 49.8s. Rate: 348.53 forecasts/min
[2025-12-24T20:35:53.628483] [DEBUG] [REMOTE    ] LQDA: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:53.630371] [DEBUG] [LOCAL     ] Loaded configuration for LQDA: 4 features, N/A% accuracy
[2025-12-24T20:35:53.630424] [INFO ] [LOCAL     ] LQDA: Loaded 4 optimal features with 56.29% confidence from JSON config
[2025-12-24T20:35:53.630455] [DEBUG] [MAG       ] Building data for symbol: LQDA with lookback: 0
[2025-12-24T20:35:53.631434] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:35:53.631493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:35:53.633806] [DEBUG] [MAG       ] PHK: Last date is validated at 2025-12-24
[2025-12-24T20:35:53.634057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-24T20:35:53.635080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-24T20:35:53.636862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-24T20:35:53.639156] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:53.707942] [DEBUG] [MAG       ] CTRA: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:53.791492] [INFO ] [LOCAL     ] CTRA: Saved forecast.
[2025-12-24T20:35:53.791567] [INFO ] [main      ] CTRA: Signal=1 (Conf=90.0%), Magnitude=0.55% (Conf=46.8873%)
[2025-12-24T20:35:53.791751] [INFO ] [main      ] Fetching symbol history for ISSC...
[2025-12-24T20:35:53.791795] [DEBUG] [REMOTE    ] ISSC: Fetching historical data.
[2025-12-24T20:35:53.792891] [INFO ] [main      ] Progress: 76/364 forecasts completed (20.9%). CTRA finished in 0.7s. ETA: 49.6s. Rate: 348.39 forecasts/min
[2025-12-24T20:35:53.804250] [DEBUG] [REMOTE    ] ISSC: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:53.805456] [DEBUG] [LOCAL     ] Loaded configuration for ISSC: 3 features, N/A% accuracy
[2025-12-24T20:35:53.805509] [INFO ] [LOCAL     ] ISSC: Loaded 3 optimal features with 70.26% confidence from JSON config
[2025-12-24T20:35:53.805541] [DEBUG] [MAG       ] Building data for symbol: ISSC with lookback: 0
[2025-12-24T20:35:53.806333] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:35:53.806392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:53.808223] [DEBUG] [MAG       ] PHK: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:53.811349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:35:53.851824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-24T20:35:53.854616] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:53.867211] [INFO ] [LOCAL     ] PHK: Saved forecast.
[2025-12-24T20:35:53.867283] [INFO ] [main      ] PHK: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=26.5154%)
[2025-12-24T20:35:53.867453] [INFO ] [main      ] Fetching symbol history for DOUG...
[2025-12-24T20:35:53.867497] [DEBUG] [REMOTE    ] DOUG: Fetching historical data.
[2025-12-24T20:35:53.867978] [INFO ] [main      ] Progress: 77/364 forecasts completed (21.2%). PHK finished in 0.6s. ETA: 49.1s. Rate: 350.96 forecasts/min
[2025-12-24T20:35:53.880341] [DEBUG] [REMOTE    ] DOUG: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:53.882101] [DEBUG] [LOCAL     ] Loaded configuration for DOUG: 6 features, N/A% accuracy
[2025-12-24T20:35:53.882160] [INFO ] [LOCAL     ] DOUG: Loaded 6 optimal features with 42.06% confidence from JSON config
[2025-12-24T20:35:53.882193] [DEBUG] [MAG       ] Building data for symbol: DOUG with lookback: 0
[2025-12-24T20:35:53.883051] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:35:53.883113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:53.888106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:53.890008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:53.890499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:53.890957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-24T20:35:53.893924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-24T20:35:53.895113] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:53.898456] [DEBUG] [MAG       ] WHD: Last date is validated at 2025-12-24
[2025-12-24T20:35:53.976534] [DEBUG] [MAG       ] LQDA: Last date is validated at 2025-12-24
[2025-12-24T20:35:54.069156] [DEBUG] [MAG       ] WHD: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:54.146039] [DEBUG] [MAG       ] LQDA: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:54.168700] [INFO ] [LOCAL     ] WHD: Saved forecast.
[2025-12-24T20:35:54.168774] [INFO ] [main      ] WHD: Signal=1 (Conf=90.0%), Magnitude=1.58% (Conf=56.3482%)
[2025-12-24T20:35:54.169332] [INFO ] [main      ] Fetching symbol history for LMBS...
[2025-12-24T20:35:54.169383] [DEBUG] [REMOTE    ] LMBS: Fetching historical data.
[2025-12-24T20:35:54.169680] [INFO ] [main      ] Progress: 78/364 forecasts completed (21.4%). WHD finished in 0.6s. ETA: 49.4s. Rate: 347.55 forecasts/min
[2025-12-24T20:35:54.180808] [DEBUG] [REMOTE    ] LMBS: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:54.181984] [DEBUG] [LOCAL     ] Loaded configuration for LMBS: 4 features, N/A% accuracy
[2025-12-24T20:35:54.182037] [INFO ] [LOCAL     ] LMBS: Loaded 4 optimal features with 46.91% confidence from JSON config
[2025-12-24T20:35:54.182068] [DEBUG] [MAG       ] Building data for symbol: LMBS with lookback: 0
[2025-12-24T20:35:54.182851] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:35:54.182909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:54.187974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:54.189971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:54.190633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:54.191206] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:54.211775] [DEBUG] [MAG       ] ISSC: Last date is validated at 2025-12-24
[2025-12-24T20:35:54.228049] [INFO ] [LOCAL     ] LQDA: Saved forecast.
[2025-12-24T20:35:54.228127] [INFO ] [main      ] LQDA: Signal=1 (Conf=90.0%), Magnitude=-1.20% (Conf=56.2886%)
[2025-12-24T20:35:54.228289] [INFO ] [main      ] Fetching symbol history for DVAX...
[2025-12-24T20:35:54.228333] [DEBUG] [REMOTE    ] DVAX: Fetching historical data.
[2025-12-24T20:35:54.229474] [INFO ] [main      ] Progress: 79/364 forecasts completed (21.7%). LQDA finished in 0.6s. ETA: 48.8s. Rate: 350.45 forecasts/min
[2025-12-24T20:35:54.239513] [DEBUG] [MAG       ] DOUG: Last date is validated at 2025-12-24
[2025-12-24T20:35:54.240155] [DEBUG] [REMOTE    ] DVAX: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:54.241098] [DEBUG] [LOCAL     ] Loaded configuration for DVAX: 5 features, N/A% accuracy
[2025-12-24T20:35:54.241151] [INFO ] [LOCAL     ] DVAX: Loaded 5 optimal features with 44.47% confidence from JSON config
[2025-12-24T20:35:54.241181] [DEBUG] [MAG       ] Building data for symbol: DVAX with lookback: 0
[2025-12-24T20:35:54.241962] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:35:54.242020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:54.246805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:54.248541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:54.249031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:35:54.249504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:54.249925] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:54.388355] [DEBUG] [MAG       ] ISSC: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:54.410812] [DEBUG] [MAG       ] DOUG: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:54.471491] [INFO ] [LOCAL     ] DOUG: Saved forecast.
[2025-12-24T20:35:54.471564] [INFO ] [main      ] DOUG: Signal=1 (Conf=90.0%), Magnitude=-0.22% (Conf=42.0612%)
[2025-12-24T20:35:54.471958] [INFO ] [main      ] Fetching symbol history for CECO...
[2025-12-24T20:35:54.472008] [DEBUG] [REMOTE    ] CECO: Fetching historical data.
[2025-12-24T20:35:54.472197] [INFO ] [LOCAL     ] ISSC: Saved forecast.
[2025-12-24T20:35:54.472266] [INFO ] [main      ] ISSC: Signal=1 (Conf=90.0%), Magnitude=0.53% (Conf=70.2555%)
[2025-12-24T20:35:54.472446] [INFO ] [main      ] Fetching symbol history for VTEX...
[2025-12-24T20:35:54.472489] [DEBUG] [REMOTE    ] VTEX: Fetching historical data.
[2025-12-24T20:35:54.473323] [INFO ] [main      ] Progress: 80/364 forecasts completed (22.0%). DOUG finished in 0.6s. ETA: 48.9s. Rate: 348.60 forecasts/min
[2025-12-24T20:35:54.473409] [INFO ] [main      ] Progress: 81/364 forecasts completed (22.3%). ISSC finished in 0.7s. ETA: 48.1s. Rate: 352.96 forecasts/min
[2025-12-24T20:35:54.484286] [DEBUG] [REMOTE    ] VTEX: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:54.484402] [DEBUG] [REMOTE    ] CECO: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:54.485548] [DEBUG] [LOCAL     ] Loaded configuration for CECO: 7 features, N/A% accuracy
[2025-12-24T20:35:54.485624] [INFO ] [LOCAL     ] CECO: Loaded 7 optimal features with 56.33% confidence from JSON config
[2025-12-24T20:35:54.485657] [DEBUG] [MAG       ] Building data for symbol: CECO with lookback: 0
[2025-12-24T20:35:54.486227] [DEBUG] [LOCAL     ] Loaded configuration for VTEX: 4 features, N/A% accuracy
[2025-12-24T20:35:54.486281] [INFO ] [LOCAL     ] VTEX: Loaded 4 optimal features with 62.99% confidence from JSON config
[2025-12-24T20:35:54.486312] [DEBUG] [MAG       ] Building data for symbol: VTEX with lookback: 0
[2025-12-24T20:35:54.486461] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-24T20:35:54.486523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:54.487102] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:35:54.487161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:54.491406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:54.491893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:54.493263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:54.493683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:54.493807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:54.494154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:54.494202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:35:54.494536] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:54.496641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-24T20:35:54.497594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-24T20:35:54.498570] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:54.706650] [DEBUG] [MAG       ] LMBS: Last date is validated at 2025-12-24
[2025-12-24T20:35:54.822547] [DEBUG] [MAG       ] DVAX: Last date is validated at 2025-12-24
[2025-12-24T20:35:54.844758] [DEBUG] [MAG       ] CECO: Last date is validated at 2025-12-24
[2025-12-24T20:35:54.874717] [DEBUG] [MAG       ] VTEX: Last date is validated at 2025-12-24
[2025-12-24T20:35:55.020192] [DEBUG] [MAG       ] LMBS: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:55.020936] [DEBUG] [MAG       ] CECO: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:55.069690] [DEBUG] [MAG       ] VTEX: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:55.103001] [INFO ] [LOCAL     ] LMBS: Saved forecast.
[2025-12-24T20:35:55.103093] [INFO ] [main      ] LMBS: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=46.9091%)
[2025-12-24T20:35:55.103543] [INFO ] [main      ] Fetching symbol history for SQNS...
[2025-12-24T20:35:55.103634] [DEBUG] [REMOTE    ] SQNS: Fetching historical data.
[2025-12-24T20:35:55.103665] [INFO ] [main      ] Progress: 82/364 forecasts completed (22.5%). LMBS finished in 0.9s. ETA: 49.5s. Rate: 341.68 forecasts/min
[2025-12-24T20:35:55.114041] [INFO ] [LOCAL     ] CECO: Saved forecast.
[2025-12-24T20:35:55.114106] [INFO ] [main      ] CECO: Signal=1 (Conf=90.0%), Magnitude=-1.23% (Conf=56.334%)
[2025-12-24T20:35:55.114279] [INFO ] [main      ] Fetching symbol history for BDN...
[2025-12-24T20:35:55.114323] [DEBUG] [REMOTE    ] BDN: Fetching historical data.
[2025-12-24T20:35:55.114259] [DEBUG] [MAG       ] DVAX: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:55.114635] [INFO ] [main      ] Progress: 83/364 forecasts completed (22.8%). CECO finished in 0.6s. ETA: 48.8s. Rate: 345.58 forecasts/min
[2025-12-24T20:35:55.117053] [DEBUG] [REMOTE    ] SQNS: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:55.118796] [DEBUG] [LOCAL     ] Loaded configuration for SQNS: 9 features, N/A% accuracy
[2025-12-24T20:35:55.118871] [INFO ] [LOCAL     ] SQNS: Loaded 9 optimal features with 41.06% confidence from JSON config
[2025-12-24T20:35:55.118921] [DEBUG] [MAG       ] Building data for symbol: SQNS with lookback: 0
[2025-12-24T20:35:55.119921] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-24T20:35:55.120001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:55.125230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:55.126494] [DEBUG] [REMOTE    ] BDN: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:55.127152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:55.127728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:55.128278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:35:55.128424] [DEBUG] [LOCAL     ] Loaded configuration for BDN: 4 features, N/A% accuracy
[2025-12-24T20:35:55.128484] [INFO ] [LOCAL     ] BDN: Loaded 4 optimal features with 54.69% confidence from JSON config
[2025-12-24T20:35:55.128525] [DEBUG] [MAG       ] Building data for symbol: BDN with lookback: 0
[2025-12-24T20:35:55.129306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:35:55.129394] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:35:55.129456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:35:55.131929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:35:55.148542] [INFO ] [LOCAL     ] VTEX: Saved forecast.
[2025-12-24T20:35:55.148657] [INFO ] [main      ] VTEX: Signal=1 (Conf=90.0%), Magnitude=0.52% (Conf=62.9904%)
[2025-12-24T20:35:55.149125] [INFO ] [main      ] Fetching symbol history for VOC...
[2025-12-24T20:35:55.149191] [DEBUG] [REMOTE    ] VOC: Fetching historical data.
[2025-12-24T20:35:55.149660] [INFO ] [main      ] Progress: 84/364 forecasts completed (23.1%). VTEX finished in 0.7s. ETA: 48.2s. Rate: 348.90 forecasts/min
[2025-12-24T20:35:55.164487] [DEBUG] [REMOTE    ] VOC: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:55.168507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-24T20:35:55.168943] [DEBUG] [LOCAL     ] Loaded configuration for VOC: 1 features, N/A% accuracy
[2025-12-24T20:35:55.169015] [INFO ] [LOCAL     ] VOC: Loaded 1 optimal features with 43.92% confidence from JSON config
[2025-12-24T20:35:55.169057] [DEBUG] [MAG       ] Building data for symbol: VOC with lookback: 0
[2025-12-24T20:35:55.170343] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-24T20:35:55.170414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:55.177268] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:55.217699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:35:55.219066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-24T20:35:55.219520] [INFO ] [LOCAL     ] DVAX: Saved forecast.
[2025-12-24T20:35:55.219635] [INFO ] [main      ] DVAX: Signal=1 (Conf=90.0%), Magnitude=27.78% (Conf=44.465%)
[2025-12-24T20:35:55.219794] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:55.219855] [INFO ] [main      ] Fetching symbol history for AGNCL...
[2025-12-24T20:35:55.219923] [DEBUG] [REMOTE    ] AGNCL: Fetching historical data.
[2025-12-24T20:35:55.221656] [INFO ] [main      ] Progress: 85/364 forecasts completed (23.4%). DVAX finished in 1.0s. ETA: 47.7s. Rate: 351.30 forecasts/min
[2025-12-24T20:35:55.240505] [DEBUG] [REMOTE    ] AGNCL: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:55.241823] [DEBUG] [LOCAL     ] Loaded configuration for AGNCL: 3 features, N/A% accuracy
[2025-12-24T20:35:55.241905] [INFO ] [LOCAL     ] AGNCL: Loaded 3 optimal features with 56.45% confidence from JSON config
[2025-12-24T20:35:55.241962] [DEBUG] [MAG       ] Building data for symbol: AGNCL with lookback: 0
[2025-12-24T20:35:55.243138] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:35:55.243218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-24T20:35:55.256243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-24T20:35:55.257489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:35:55.258817] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:55.326993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-24T20:35:55.328455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-24T20:35:55.335019] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:55.564899] [DEBUG] [MAG       ] BDN: Last date is validated at 2025-12-24
[2025-12-24T20:35:55.625152] [DEBUG] [MAG       ] SQNS: Last date is validated at 2025-12-24
[2025-12-24T20:35:55.744807] [DEBUG] [MAG       ] BDN: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:55.788402] [DEBUG] [MAG       ] VOC: Last date is validated at 2025-12-24
[2025-12-24T20:35:55.803855] [DEBUG] [MAG       ] SQNS: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:55.805785] [INFO ] [LOCAL     ] BDN: Saved forecast.
[2025-12-24T20:35:55.805857] [INFO ] [main      ] BDN: Signal=1 (Conf=90.0%), Magnitude=1.69% (Conf=54.6938%)
[2025-12-24T20:35:55.806024] [INFO ] [main      ] Fetching symbol history for ARES...
[2025-12-24T20:35:55.806067] [DEBUG] [REMOTE    ] ARES: Fetching historical data.
[2025-12-24T20:35:55.806959] [INFO ] [main      ] Progress: 86/364 forecasts completed (23.6%). BDN finished in 0.7s. ETA: 48.8s. Rate: 341.66 forecasts/min
[2025-12-24T20:35:55.819502] [DEBUG] [REMOTE    ] ARES: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:55.820456] [DEBUG] [LOCAL     ] Loaded configuration for ARES: 4 features, N/A% accuracy
[2025-12-24T20:35:55.820516] [INFO ] [LOCAL     ] ARES: Loaded 4 optimal features with 55.42% confidence from JSON config
[2025-12-24T20:35:55.820553] [DEBUG] [MAG       ] Building data for symbol: ARES with lookback: 0
[2025-12-24T20:35:55.821419] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:35:55.821480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:55.823150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:35:55.823664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:35:55.824409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:35:55.938387] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:55.940468] [DEBUG] [MAG       ] AGNCL: Last date is validated at 2025-12-24
[2025-12-24T20:35:55.968700] [INFO ] [LOCAL     ] SQNS: Saved forecast.
[2025-12-24T20:35:55.968770] [INFO ] [main      ] SQNS: Signal=1 (Conf=90.0%), Magnitude=7.71% (Conf=41.0619%)
[2025-12-24T20:35:55.969117] [INFO ] [main      ] Fetching symbol history for ATRO...
[2025-12-24T20:35:55.969168] [DEBUG] [REMOTE    ] ATRO: Fetching historical data.
[2025-12-24T20:35:55.969663] [INFO ] [main      ] Progress: 87/364 forecasts completed (23.9%). SQNS finished in 0.9s. ETA: 48.6s. Rate: 341.95 forecasts/min
[2025-12-24T20:35:55.980976] [DEBUG] [REMOTE    ] ATRO: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:55.982324] [DEBUG] [LOCAL     ] Loaded configuration for ATRO: 2 features, N/A% accuracy
[2025-12-24T20:35:55.982376] [INFO ] [LOCAL     ] ATRO: Loaded 2 optimal features with 61.51% confidence from JSON config
[2025-12-24T20:35:55.982408] [DEBUG] [MAG       ] Building data for symbol: ATRO with lookback: 0
[2025-12-24T20:35:55.983202] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-24T20:35:55.983260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:55.988250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-24T20:35:55.989462] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:56.043274] [DEBUG] [MAG       ] VOC: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:56.098437] [INFO ] [LOCAL     ] VOC: Saved forecast.
[2025-12-24T20:35:56.098510] [INFO ] [main      ] VOC: Signal=1 (Conf=90.0%), Magnitude=1.72% (Conf=43.918%)
[2025-12-24T20:35:56.098936] [INFO ] [main      ] Fetching symbol history for GTES...
[2025-12-24T20:35:56.098986] [DEBUG] [REMOTE    ] GTES: Fetching historical data.
[2025-12-24T20:35:56.099667] [INFO ] [main      ] Progress: 88/364 forecasts completed (24.2%). VOC finished in 0.9s. ETA: 48.3s. Rate: 342.96 forecasts/min
[2025-12-24T20:35:56.111019] [DEBUG] [REMOTE    ] GTES: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:56.112098] [DEBUG] [LOCAL     ] Loaded configuration for GTES: 2 features, N/A% accuracy
[2025-12-24T20:35:56.112159] [INFO ] [LOCAL     ] GTES: Loaded 2 optimal features with 47.82% confidence from JSON config
[2025-12-24T20:35:56.112190] [DEBUG] [MAG       ] Building data for symbol: GTES with lookback: 0
[2025-12-24T20:35:56.112978] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-24T20:35:56.113036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:56.118000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-24T20:35:56.139084] [DEBUG] [MAG       ] AGNCL: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:56.192824] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:56.197806] [INFO ] [LOCAL     ] AGNCL: Saved forecast.
[2025-12-24T20:35:56.197877] [INFO ] [main      ] AGNCL: Signal=1 (Conf=90.0%), Magnitude=0.17% (Conf=56.4549%)
[2025-12-24T20:35:56.198414] [INFO ] [main      ] Fetching symbol history for TBIL...
[2025-12-24T20:35:56.198464] [DEBUG] [REMOTE    ] TBIL: Fetching historical data.
[2025-12-24T20:35:56.199661] [INFO ] [main      ] Progress: 89/364 forecasts completed (24.5%). AGNCL finished in 1.0s. ETA: 47.9s. Rate: 344.62 forecasts/min
[2025-12-24T20:35:56.211189] [DEBUG] [REMOTE    ] TBIL: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:56.212341] [DEBUG] [LOCAL     ] Loaded configuration for TBIL: 50 features, N/A% accuracy
[2025-12-24T20:35:56.212403] [INFO ] [LOCAL     ] TBIL: Loaded 50 optimal features with 14.41% confidence from JSON config
[2025-12-24T20:35:56.212435] [DEBUG] [MAG       ] Building data for symbol: TBIL with lookback: 0
[2025-12-24T20:35:56.213287] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-24T20:35:56.213386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:56.218480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:56.220344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:56.220891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:35:56.221431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:56.221897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:35:56.222773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:35:56.223677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:35:56.226391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:35:56.300640] [DEBUG] [MAG       ] ARES: Last date is validated at 2025-12-24
[2025-12-24T20:35:56.343643] [DEBUG] [MAG       ] ATRO: Last date is validated at 2025-12-24
[2025-12-24T20:35:56.352751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:35:56.354806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:35:56.398313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-24T20:35:56.399611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-24T20:35:56.444383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-24T20:35:56.445486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:35:56.447065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-24T20:35:56.477431] [DEBUG] [MAG       ] ARES: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:56.517205] [DEBUG] [MAG       ] ATRO: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:56.532532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-24T20:35:56.533466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-24T20:35:56.535792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-24T20:35:56.535985] [DEBUG] [MAG       ] GTES: Last date is validated at 2025-12-24
[2025-12-24T20:35:56.538962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-24T20:35:56.540260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-24T20:35:56.542552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-24T20:35:56.543511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-24T20:35:56.548428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-24T20:35:56.549755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-24T20:35:56.551166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-24T20:35:56.552761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-24T20:35:56.555855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-24T20:35:56.556542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-24T20:35:56.557305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-24T20:35:56.559855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-24T20:35:56.561011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-24T20:35:56.561819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-24T20:35:56.562532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-24T20:35:56.563243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-24T20:35:56.566388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-24T20:35:56.568178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-24T20:35:56.570793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-24T20:35:56.573190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-24T20:35:56.577383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-24T20:35:56.596780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-24T20:35:56.598162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-24T20:35:56.600127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-24T20:35:56.600895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-24T20:35:56.602696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-24T20:35:56.604372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-24T20:35:56.604827] [INFO ] [LOCAL     ] ATRO: Saved forecast.
[2025-12-24T20:35:56.604908] [INFO ] [main      ] ATRO: Signal=1 (Conf=90.0%), Magnitude=1.30% (Conf=61.5086%)
[2025-12-24T20:35:56.605084] [INFO ] [main      ] Fetching symbol history for ABG...
[2025-12-24T20:35:56.605129] [DEBUG] [REMOTE    ] ABG: Fetching historical data.
[2025-12-24T20:35:56.605365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-24T20:35:56.605773] [INFO ] [main      ] Progress: 90/364 forecasts completed (24.7%). ATRO finished in 0.6s. ETA: 48.4s. Rate: 339.59 forecasts/min
[2025-12-24T20:35:56.606933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-24T20:35:56.609139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-24T20:35:56.610916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-24T20:35:56.612816] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:56.616969] [DEBUG] [REMOTE    ] ABG: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:56.617922] [DEBUG] [LOCAL     ] Loaded configuration for ABG: 3 features, N/A% accuracy
[2025-12-24T20:35:56.617980] [INFO ] [LOCAL     ] ABG: Loaded 3 optimal features with 65.53% confidence from JSON config
[2025-12-24T20:35:56.618012] [DEBUG] [MAG       ] Building data for symbol: ABG with lookback: 0
[2025-12-24T20:35:56.618899] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:35:56.618963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:56.619204] [INFO ] [LOCAL     ] ARES: Saved forecast.
[2025-12-24T20:35:56.619290] [INFO ] [main      ] ARES: Signal=1 (Conf=90.0%), Magnitude=-0.85% (Conf=55.416%)
[2025-12-24T20:35:56.619453] [INFO ] [main      ] Fetching symbol history for FIGS...
[2025-12-24T20:35:56.619496] [DEBUG] [REMOTE    ] FIGS: Fetching historical data.
[2025-12-24T20:35:56.620369] [INFO ] [main      ] Progress: 91/364 forecasts completed (25.0%). ARES finished in 0.8s. ETA: 47.7s. Rate: 343.05 forecasts/min
[2025-12-24T20:35:56.624126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:35:56.630934] [DEBUG] [REMOTE    ] FIGS: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:56.632035] [DEBUG] [LOCAL     ] Loaded configuration for FIGS: 5 features, N/A% accuracy
[2025-12-24T20:35:56.632087] [INFO ] [LOCAL     ] FIGS: Loaded 5 optimal features with 47.85% confidence from JSON config
[2025-12-24T20:35:56.632118] [DEBUG] [MAG       ] Building data for symbol: FIGS with lookback: 0
[2025-12-24T20:35:56.632902] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:35:56.632967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:56.634614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:56.635111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:56.635492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-24T20:35:56.639618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-24T20:35:56.641555] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:56.664108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-24T20:35:56.665119] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:56.703198] [DEBUG] [MAG       ] GTES: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:56.774759] [INFO ] [LOCAL     ] GTES: Saved forecast.
[2025-12-24T20:35:56.774826] [INFO ] [main      ] GTES: Signal=1 (Conf=90.0%), Magnitude=-2.43% (Conf=47.8169%)
[2025-12-24T20:35:56.775171] [INFO ] [main      ] Fetching symbol history for KPRX...
[2025-12-24T20:35:56.775222] [DEBUG] [REMOTE    ] KPRX: Fetching historical data.
[2025-12-24T20:35:56.775673] [INFO ] [main      ] Progress: 92/364 forecasts completed (25.3%). GTES finished in 0.7s. ETA: 47.5s. Rate: 343.46 forecasts/min
[2025-12-24T20:35:56.785995] [DEBUG] [REMOTE    ] KPRX: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:56.787222] [DEBUG] [LOCAL     ] Loaded configuration for KPRX: 3 features, N/A% accuracy
[2025-12-24T20:35:56.787274] [INFO ] [LOCAL     ] KPRX: Loaded 3 optimal features with 49.41% confidence from JSON config
[2025-12-24T20:35:56.787306] [DEBUG] [MAG       ] Building data for symbol: KPRX with lookback: 0
[2025-12-24T20:35:56.788081] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:35:56.788140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:35:56.788851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:35:56.827075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-24T20:35:56.827898] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:56.979681] [DEBUG] [MAG       ] TBIL: Last date is validated at 2025-12-24
[2025-12-24T20:35:56.986950] [DEBUG] [MAG       ] FIGS: Last date is validated at 2025-12-24
[2025-12-24T20:35:57.020992] [DEBUG] [MAG       ] ABG: Last date is validated at 2025-12-24
[2025-12-24T20:35:57.166348] [DEBUG] [MAG       ] FIGS: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:57.167652] [DEBUG] [MAG       ] KPRX: Last date is validated at 2025-12-24
[2025-12-24T20:35:57.168372] [DEBUG] [MAG       ] TBIL: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:57.193539] [DEBUG] [MAG       ] ABG: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:57.235593] [INFO ] [LOCAL     ] FIGS: Saved forecast.
[2025-12-24T20:35:57.235664] [INFO ] [main      ] FIGS: Signal=1 (Conf=90.0%), Magnitude=-0.67% (Conf=47.8543%)
[2025-12-24T20:35:57.235821] [INFO ] [main      ] Fetching symbol history for DHIL...
[2025-12-24T20:35:57.235863] [DEBUG] [REMOTE    ] DHIL: Fetching historical data.
[2025-12-24T20:35:57.236822] [INFO ] [main      ] Progress: 93/364 forecasts completed (25.5%). FIGS finished in 0.6s. ETA: 48.2s. Rate: 337.51 forecasts/min
[2025-12-24T20:35:57.248176] [DEBUG] [REMOTE    ] DHIL: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:57.249103] [DEBUG] [LOCAL     ] Loaded configuration for DHIL: 9 features, N/A% accuracy
[2025-12-24T20:35:57.249161] [INFO ] [LOCAL     ] DHIL: Loaded 9 optimal features with 52.69% confidence from JSON config
[2025-12-24T20:35:57.249194] [DEBUG] [MAG       ] Building data for symbol: DHIL with lookback: 0
[2025-12-24T20:35:57.250221] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-24T20:35:57.250286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:57.251994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:57.252498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:57.252905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:35:57.253802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-24T20:35:57.300063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:35:57.301489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-24T20:35:57.303537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-24T20:35:57.305154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-24T20:35:57.306917] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:57.326552] [INFO ] [LOCAL     ] ABG: Saved forecast.
[2025-12-24T20:35:57.326646] [INFO ] [main      ] ABG: Signal=1 (Conf=90.0%), Magnitude=1.21% (Conf=65.5309%)
[2025-12-24T20:35:57.326805] [INFO ] [main      ] Fetching symbol history for SNGX...
[2025-12-24T20:35:57.326850] [DEBUG] [REMOTE    ] SNGX: Fetching historical data.
[2025-12-24T20:35:57.327829] [INFO ] [main      ] Progress: 94/364 forecasts completed (25.8%). ABG finished in 0.7s. ETA: 47.7s. Rate: 339.27 forecasts/min
[2025-12-24T20:35:57.331999] [DEBUG] [MAG       ] KPRX: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:57.339335] [DEBUG] [REMOTE    ] SNGX: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:57.341257] [DEBUG] [LOCAL     ] Loaded configuration for SNGX: 5 features, N/A% accuracy
[2025-12-24T20:35:57.341331] [INFO ] [LOCAL     ] SNGX: Loaded 5 optimal features with 43.57% confidence from JSON config
[2025-12-24T20:35:57.341377] [DEBUG] [MAG       ] Building data for symbol: SNGX with lookback: 0
[2025-12-24T20:35:57.342459] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:35:57.342539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:57.349892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:35:57.351056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-24T20:35:57.351962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-24T20:35:57.355945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-24T20:35:57.358347] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:57.387120] [INFO ] [LOCAL     ] KPRX: Saved forecast.
[2025-12-24T20:35:57.387193] [INFO ] [main      ] KPRX: Signal=1 (Conf=90.0%), Magnitude=-2.37% (Conf=49.4114%)
[2025-12-24T20:35:57.387539] [INFO ] [main      ] Fetching symbol history for WKSP...
[2025-12-24T20:35:57.387606] [DEBUG] [REMOTE    ] WKSP: Fetching historical data.
[2025-12-24T20:35:57.387649] [INFO ] [main      ] Progress: 95/364 forecasts completed (26.1%). KPRX finished in 0.6s. ETA: 47.2s. Rate: 341.65 forecasts/min
[2025-12-24T20:35:57.398758] [DEBUG] [REMOTE    ] WKSP: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:57.399780] [DEBUG] [LOCAL     ] Loaded configuration for WKSP: 6 features, N/A% accuracy
[2025-12-24T20:35:57.399832] [INFO ] [LOCAL     ] WKSP: Loaded 6 optimal features with 55.74% confidence from JSON config
[2025-12-24T20:35:57.399862] [DEBUG] [MAG       ] Building data for symbol: WKSP with lookback: 0
[2025-12-24T20:35:57.400642] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:35:57.400702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:57.405354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:57.407099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:35:57.407564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-24T20:35:57.408318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-24T20:35:57.408997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-24T20:35:57.410521] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:57.465334] [INFO ] [LOCAL     ] TBIL: Saved forecast.
[2025-12-24T20:35:57.465408] [INFO ] [main      ] TBIL: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.406%)
[2025-12-24T20:35:57.465800] [INFO ] [main      ] Fetching symbol history for AES...
[2025-12-24T20:35:57.465852] [DEBUG] [REMOTE    ] AES: Fetching historical data.
[2025-12-24T20:35:57.467655] [INFO ] [main      ] Progress: 96/364 forecasts completed (26.4%). TBIL finished in 1.3s. ETA: 46.8s. Rate: 343.60 forecasts/min
[2025-12-24T20:35:57.479812] [DEBUG] [REMOTE    ] AES: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:57.480783] [DEBUG] [LOCAL     ] Loaded configuration for AES: 1 features, N/A% accuracy
[2025-12-24T20:35:57.480848] [INFO ] [LOCAL     ] AES: Loaded 1 optimal features with 55.64% confidence from JSON config
[2025-12-24T20:35:57.480895] [DEBUG] [MAG       ] Building data for symbol: AES with lookback: 0
[2025-12-24T20:35:57.481755] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-24T20:35:57.481815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-24T20:35:57.483937] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:57.657607] [DEBUG] [MAG       ] DHIL: Last date is validated at 2025-12-24
[2025-12-24T20:35:57.709046] [DEBUG] [MAG       ] SNGX: Last date is validated at 2025-12-24
[2025-12-24T20:35:57.749131] [DEBUG] [MAG       ] WKSP: Last date is validated at 2025-12-24
[2025-12-24T20:35:57.828018] [DEBUG] [MAG       ] DHIL: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:57.839560] [DEBUG] [MAG       ] AES: Last date is validated at 2025-12-24
[2025-12-24T20:35:57.875185] [DEBUG] [MAG       ] SNGX: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:57.914016] [DEBUG] [MAG       ] WKSP: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:57.941807] [INFO ] [LOCAL     ] SNGX: Saved forecast.
[2025-12-24T20:35:57.941874] [INFO ] [main      ] SNGX: Signal=1 (Conf=90.0%), Magnitude=-16.83% (Conf=43.5711%)
[2025-12-24T20:35:57.942040] [INFO ] [main      ] Fetching symbol history for LINC...
[2025-12-24T20:35:57.942083] [DEBUG] [REMOTE    ] LINC: Fetching historical data.
[2025-12-24T20:35:57.943532] [INFO ] [main      ] Progress: 97/364 forecasts completed (26.6%). SNGX finished in 0.6s. ETA: 47.5s. Rate: 337.60 forecasts/min
[2025-12-24T20:35:57.953347] [DEBUG] [REMOTE    ] LINC: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:57.954423] [DEBUG] [LOCAL     ] Loaded configuration for LINC: 8 features, N/A% accuracy
[2025-12-24T20:35:57.954491] [INFO ] [LOCAL     ] LINC: Loaded 8 optimal features with 42.50% confidence from JSON config
[2025-12-24T20:35:57.954525] [DEBUG] [MAG       ] Building data for symbol: LINC with lookback: 0
[2025-12-24T20:35:57.955462] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-24T20:35:57.955527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:57.960679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:57.962518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:57.963027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:57.963408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:35:57.965848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:35:57.967688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-24T20:35:57.968407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-24T20:35:57.969113] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:57.984412] [INFO ] [LOCAL     ] WKSP: Saved forecast.
[2025-12-24T20:35:57.984485] [INFO ] [main      ] WKSP: Signal=1 (Conf=90.0%), Magnitude=-2.91% (Conf=55.7376%)
[2025-12-24T20:35:57.984842] [INFO ] [main      ] Fetching symbol history for ALGN...
[2025-12-24T20:35:57.984893] [DEBUG] [REMOTE    ] ALGN: Fetching historical data.
[2025-12-24T20:35:57.985340] [INFO ] [LOCAL     ] DHIL: Saved forecast.
[2025-12-24T20:35:57.985406] [INFO ] [main      ] DHIL: Signal=1 (Conf=90.0%), Magnitude=0.72% (Conf=52.6877%)
[2025-12-24T20:35:57.985566] [INFO ] [main      ] Fetching symbol history for CAAP...
[2025-12-24T20:35:57.985627] [DEBUG] [REMOTE    ] CAAP: Fetching historical data.
[2025-12-24T20:35:57.986658] [INFO ] [main      ] Progress: 98/364 forecasts completed (26.9%). WKSP finished in 0.6s. ETA: 46.9s. Rate: 340.23 forecasts/min
[2025-12-24T20:35:57.986801] [INFO ] [main      ] Progress: 99/364 forecasts completed (27.2%). DHIL finished in 0.7s. ETA: 46.3s. Rate: 343.70 forecasts/min
[2025-12-24T20:35:57.997428] [DEBUG] [REMOTE    ] ALGN: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:57.998310] [DEBUG] [LOCAL     ] Loaded configuration for ALGN: 5 features, N/A% accuracy
[2025-12-24T20:35:57.998363] [INFO ] [LOCAL     ] ALGN: Loaded 5 optimal features with 59.55% confidence from JSON config
[2025-12-24T20:35:57.998394] [DEBUG] [MAG       ] Building data for symbol: ALGN with lookback: 0
[2025-12-24T20:35:57.998810] [DEBUG] [REMOTE    ] CAAP: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:57.999159] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:35:57.999220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:57.999713] [DEBUG] [LOCAL     ] Loaded configuration for CAAP: 8 features, N/A% accuracy
[2025-12-24T20:35:57.999767] [INFO ] [LOCAL     ] CAAP: Loaded 8 optimal features with 49.03% confidence from JSON config
[2025-12-24T20:35:57.999798] [DEBUG] [MAG       ] Building data for symbol: CAAP with lookback: 0
[2025-12-24T20:35:58.000598] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-24T20:35:58.000680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:58.000980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:58.001483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:58.001890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-24T20:35:58.002382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:58.002880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-24T20:35:58.002894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:58.003270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:35:58.004043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:35:58.004145] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:58.005565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-24T20:35:58.022694] [DEBUG] [MAG       ] AES: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:58.077902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-24T20:35:58.079099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-24T20:35:58.079987] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:58.097676] [INFO ] [LOCAL     ] AES: Saved forecast.
[2025-12-24T20:35:58.097752] [INFO ] [main      ] AES: Signal=1 (Conf=90.0%), Magnitude=-0.11% (Conf=55.6418%)
[2025-12-24T20:35:58.098121] [INFO ] [main      ] Fetching symbol history for ENTX...
[2025-12-24T20:35:58.098173] [DEBUG] [REMOTE    ] ENTX: Fetching historical data.
[2025-12-24T20:35:58.098648] [INFO ] [main      ] Progress: 100/364 forecasts completed (27.5%). AES finished in 0.6s. ETA: 45.9s. Rate: 344.94 forecasts/min
[2025-12-24T20:35:58.111344] [DEBUG] [REMOTE    ] ENTX: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:58.112204] [DEBUG] [LOCAL     ] Loaded configuration for ENTX: 1 features, N/A% accuracy
[2025-12-24T20:35:58.112269] [INFO ] [LOCAL     ] ENTX: Loaded 1 optimal features with 61.18% confidence from JSON config
[2025-12-24T20:35:58.112303] [DEBUG] [MAG       ] Building data for symbol: ENTX with lookback: 0
[2025-12-24T20:35:58.113133] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-24T20:35:58.113193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:35:58.115676] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:58.315974] [DEBUG] [MAG       ] LINC: Last date is validated at 2025-12-24
[2025-12-24T20:35:58.343871] [DEBUG] [MAG       ] ALGN: Last date is validated at 2025-12-24
[2025-12-24T20:35:58.430398] [DEBUG] [MAG       ] CAAP: Last date is validated at 2025-12-24
[2025-12-24T20:35:58.483230] [DEBUG] [MAG       ] ENTX: Last date is validated at 2025-12-24
[2025-12-24T20:35:58.483312] [DEBUG] [MAG       ] LINC: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:58.512404] [DEBUG] [MAG       ] ALGN: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:58.565547] [INFO ] [LOCAL     ] LINC: Saved forecast.
[2025-12-24T20:35:58.565636] [INFO ] [main      ] LINC: Signal=1 (Conf=90.0%), Magnitude=-2.54% (Conf=42.4983%)
[2025-12-24T20:35:58.566002] [INFO ] [main      ] Progress: 101/364 forecasts completed (27.7%). LINC finished in 0.6s. ETA: 46.5s. Rate: 339.27 forecasts/min
[2025-12-24T20:35:58.566127] [INFO ] [main      ] Fetching symbol history for LHX...
[2025-12-24T20:35:58.566170] [DEBUG] [REMOTE    ] LHX: Fetching historical data.
[2025-12-24T20:35:58.577592] [DEBUG] [REMOTE    ] LHX: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:58.578651] [DEBUG] [LOCAL     ] Loaded configuration for LHX: 5 features, N/A% accuracy
[2025-12-24T20:35:58.578701] [INFO ] [LOCAL     ] LHX: Loaded 5 optimal features with 57.96% confidence from JSON config
[2025-12-24T20:35:58.578733] [DEBUG] [MAG       ] Building data for symbol: LHX with lookback: 0
[2025-12-24T20:35:58.579523] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:35:58.579600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:35:58.580315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-24T20:35:58.581208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-24T20:35:58.582195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-24T20:35:58.582899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-24T20:35:58.584044] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:58.608970] [DEBUG] [MAG       ] CAAP: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:58.648104] [INFO ] [LOCAL     ] ALGN: Saved forecast.
[2025-12-24T20:35:58.648172] [INFO ] [main      ] ALGN: Signal=1 (Conf=90.0%), Magnitude=1.43% (Conf=59.5514%)
[2025-12-24T20:35:58.648541] [INFO ] [main      ] Fetching symbol history for STBA...
[2025-12-24T20:35:58.648609] [DEBUG] [REMOTE    ] STBA: Fetching historical data.
[2025-12-24T20:35:58.648646] [INFO ] [main      ] Progress: 102/364 forecasts completed (28.0%). ALGN finished in 0.7s. ETA: 46.1s. Rate: 341.05 forecasts/min
[2025-12-24T20:35:58.660791] [DEBUG] [REMOTE    ] STBA: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:58.664757] [DEBUG] [LOCAL     ] Loaded configuration for STBA: 11 features, N/A% accuracy
[2025-12-24T20:35:58.664813] [INFO ] [LOCAL     ] STBA: Loaded 11 optimal features with 63.05% confidence from JSON config
[2025-12-24T20:35:58.664846] [DEBUG] [MAG       ] Building data for symbol: STBA with lookback: 0
[2025-12-24T20:35:58.665635] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-24T20:35:58.665699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:58.670158] [DEBUG] [MAG       ] ENTX: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:58.670394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:58.672134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:58.672620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:58.673004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:35:58.674554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-24T20:35:58.675312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:35:58.676501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-24T20:35:58.677131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-24T20:35:58.678620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-24T20:35:58.680598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-24T20:35:58.681685] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:58.685356] [INFO ] [LOCAL     ] CAAP: Saved forecast.
[2025-12-24T20:35:58.685424] [INFO ] [main      ] CAAP: Signal=1 (Conf=90.0%), Magnitude=-1.29% (Conf=49.0309%)
[2025-12-24T20:35:58.685600] [INFO ] [main      ] Fetching symbol history for BSJS...
[2025-12-24T20:35:58.686620] [INFO ] [main      ] Progress: 103/364 forecasts completed (28.3%). CAAP finished in 0.7s. ETA: 45.6s. Rate: 343.67 forecasts/min
[2025-12-24T20:35:58.685645] [DEBUG] [REMOTE    ] BSJS: Fetching historical data.
[2025-12-24T20:35:58.701562] [DEBUG] [REMOTE    ] BSJS: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:58.702677] [DEBUG] [LOCAL     ] Loaded configuration for BSJS: 8 features, N/A% accuracy
[2025-12-24T20:35:58.702733] [INFO ] [LOCAL     ] BSJS: Loaded 8 optimal features with 30.56% confidence from JSON config
[2025-12-24T20:35:58.702767] [DEBUG] [MAG       ] Building data for symbol: BSJS with lookback: 0
[2025-12-24T20:35:58.703554] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-24T20:35:58.703642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:58.708625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:58.710550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:58.711036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:35:58.711463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:58.711858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-24T20:35:58.712936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-24T20:35:58.715062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-24T20:35:58.716564] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:58.724176] [INFO ] [LOCAL     ] ENTX: Saved forecast.
[2025-12-24T20:35:58.724247] [INFO ] [main      ] ENTX: Signal=1 (Conf=90.0%), Magnitude=-2.32% (Conf=61.1758%)
[2025-12-24T20:35:58.724408] [INFO ] [main      ] Fetching symbol history for TEX...
[2025-12-24T20:35:58.724451] [DEBUG] [REMOTE    ] TEX: Fetching historical data.
[2025-12-24T20:35:58.725613] [INFO ] [main      ] Progress: 104/364 forecasts completed (28.6%). ENTX finished in 0.6s. ETA: 45.1s. Rate: 346.25 forecasts/min
[2025-12-24T20:35:58.736546] [DEBUG] [REMOTE    ] TEX: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:58.738495] [DEBUG] [LOCAL     ] Loaded configuration for TEX: 5 features, N/A% accuracy
[2025-12-24T20:35:58.738555] [INFO ] [LOCAL     ] TEX: Loaded 5 optimal features with 38.05% confidence from JSON config
[2025-12-24T20:35:58.738604] [DEBUG] [MAG       ] Building data for symbol: TEX with lookback: 0
[2025-12-24T20:35:58.739692] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:35:58.739754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:58.745039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:58.746934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:35:58.747430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:58.747886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-24T20:35:58.749631] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:58.921928] [DEBUG] [MAG       ] LHX: Last date is validated at 2025-12-24
[2025-12-24T20:35:59.107021] [DEBUG] [MAG       ] LHX: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:59.110195] [DEBUG] [MAG       ] TEX: Last date is validated at 2025-12-24
[2025-12-24T20:35:59.149648] [DEBUG] [MAG       ] STBA: Last date is validated at 2025-12-24
[2025-12-24T20:35:59.207063] [DEBUG] [MAG       ] BSJS: Last date is validated at 2025-12-24
[2025-12-24T20:35:59.217487] [INFO ] [LOCAL     ] LHX: Saved forecast.
[2025-12-24T20:35:59.217556] [INFO ] [main      ] LHX: Signal=1 (Conf=90.0%), Magnitude=-0.64% (Conf=57.9642%)
[2025-12-24T20:35:59.217938] [INFO ] [main      ] Fetching symbol history for WULF...
[2025-12-24T20:35:59.217990] [DEBUG] [REMOTE    ] WULF: Fetching historical data.
[2025-12-24T20:35:59.218666] [INFO ] [main      ] Progress: 105/364 forecasts completed (28.8%). LHX finished in 0.7s. ETA: 45.7s. Rate: 340.27 forecasts/min
[2025-12-24T20:35:59.230188] [DEBUG] [REMOTE    ] WULF: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:59.231348] [DEBUG] [LOCAL     ] Loaded configuration for WULF: 7 features, N/A% accuracy
[2025-12-24T20:35:59.231402] [INFO ] [LOCAL     ] WULF: Loaded 7 optimal features with 57.65% confidence from JSON config
[2025-12-24T20:35:59.231436] [DEBUG] [MAG       ] Building data for symbol: WULF with lookback: 0
[2025-12-24T20:35:59.232236] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-24T20:35:59.232299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:59.237457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:59.239616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:35:59.240082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:35:59.240467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-24T20:35:59.288722] [DEBUG] [MAG       ] TEX: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:59.289543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:35:59.290988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-24T20:35:59.295390] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:59.340968] [DEBUG] [MAG       ] STBA: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:59.385516] [DEBUG] [MAG       ] BSJS: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:59.393467] [INFO ] [LOCAL     ] TEX: Saved forecast.
[2025-12-24T20:35:59.393542] [INFO ] [main      ] TEX: Signal=1 (Conf=90.0%), Magnitude=-0.21% (Conf=38.0518%)
[2025-12-24T20:35:59.393938] [INFO ] [main      ] Progress: 106/364 forecasts completed (29.1%). TEX finished in 0.7s. ETA: 45.5s. Rate: 340.29 forecasts/min
[2025-12-24T20:35:59.394073] [INFO ] [main      ] Fetching symbol history for PLTK...
[2025-12-24T20:35:59.394116] [DEBUG] [REMOTE    ] PLTK: Fetching historical data.
[2025-12-24T20:35:59.406005] [DEBUG] [REMOTE    ] PLTK: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:59.407468] [DEBUG] [LOCAL     ] Loaded configuration for PLTK: 6 features, N/A% accuracy
[2025-12-24T20:35:59.407522] [INFO ] [LOCAL     ] PLTK: Loaded 6 optimal features with 56.65% confidence from JSON config
[2025-12-24T20:35:59.407552] [DEBUG] [MAG       ] Building data for symbol: PLTK with lookback: 0
[2025-12-24T20:35:59.408587] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:35:59.408648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:59.413751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:35:59.415745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:35:59.416239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:35:59.417127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:35:59.435834] [INFO ] [LOCAL     ] STBA: Saved forecast.
[2025-12-24T20:35:59.435902] [INFO ] [main      ] STBA: Signal=1 (Conf=90.0%), Magnitude=-0.30% (Conf=63.0494%)
[2025-12-24T20:35:59.436274] [INFO ] [main      ] Fetching symbol history for PRTA...
[2025-12-24T20:35:59.436323] [DEBUG] [REMOTE    ] PRTA: Fetching historical data.
[2025-12-24T20:35:59.437656] [INFO ] [main      ] Progress: 107/364 forecasts completed (29.4%). STBA finished in 0.8s. ETA: 45.0s. Rate: 342.70 forecasts/min
[2025-12-24T20:35:59.445779] [INFO ] [LOCAL     ] BSJS: Saved forecast.
[2025-12-24T20:35:59.445847] [INFO ] [main      ] BSJS: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=30.5632%)
[2025-12-24T20:35:59.446222] [INFO ] [main      ] Fetching symbol history for AAPL...
[2025-12-24T20:35:59.446272] [DEBUG] [REMOTE    ] AAPL: Fetching historical data.
[2025-12-24T20:35:59.446651] [INFO ] [main      ] Progress: 108/364 forecasts completed (29.7%). BSJS finished in 0.8s. ETA: 44.4s. Rate: 345.74 forecasts/min
[2025-12-24T20:35:59.449085] [DEBUG] [REMOTE    ] PRTA: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:59.450179] [DEBUG] [LOCAL     ] Loaded configuration for PRTA: 5 features, N/A% accuracy
[2025-12-24T20:35:59.450231] [INFO ] [LOCAL     ] PRTA: Loaded 5 optimal features with 58.13% confidence from JSON config
[2025-12-24T20:35:59.450263] [DEBUG] [MAG       ] Building data for symbol: PRTA with lookback: 0
[2025-12-24T20:35:59.451059] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:35:59.451120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:35:59.456115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:35:59.456930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:35:59.458490] [DEBUG] [REMOTE    ] AAPL: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:59.459270] [DEBUG] [LOCAL     ] Loaded configuration for AAPL: 0 features, N/A% accuracy
[2025-12-24T20:35:59.459328] [INFO ] [LOCAL     ] AAPL: Loaded 0 optimal features with 50.41% confidence from JSON config
[2025-12-24T20:35:59.459359] [DEBUG] [MAG       ] Building data for symbol: AAPL with lookback: 0
[2025-12-24T20:35:59.460166] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-24T20:35:59.529353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-24T20:35:59.530891] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:59.568085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-24T20:35:59.569410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-24T20:35:59.570882] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:35:59.634995] [DEBUG] [MAG       ] WULF: Last date is validated at 2025-12-24
[2025-12-24T20:35:59.799409] [DEBUG] [MAG       ] AAPL: Last date is validated at 2025-12-24
[2025-12-24T20:35:59.802818] [DEBUG] [MAG       ] WULF: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:35:59.879566] [INFO ] [LOCAL     ] WULF: Saved forecast.
[2025-12-24T20:35:59.879650] [INFO ] [main      ] WULF: Signal=1 (Conf=90.0%), Magnitude=4.14% (Conf=57.6498%)
[2025-12-24T20:35:59.880003] [INFO ] [main      ] Fetching symbol history for MCRB...
[2025-12-24T20:35:59.880054] [DEBUG] [REMOTE    ] MCRB: Fetching historical data.
[2025-12-24T20:35:59.881658] [INFO ] [main      ] Progress: 109/364 forecasts completed (29.9%). WULF finished in 0.7s. ETA: 44.9s. Rate: 341.02 forecasts/min
[2025-12-24T20:35:59.886053] [DEBUG] [MAG       ] PLTK: Last date is validated at 2025-12-24
[2025-12-24T20:35:59.892131] [DEBUG] [REMOTE    ] MCRB: Successfully parsed 300 rows of historical data.
[2025-12-24T20:35:59.892978] [DEBUG] [LOCAL     ] Loaded configuration for MCRB: 3 features, N/A% accuracy
[2025-12-24T20:35:59.893036] [INFO ] [LOCAL     ] MCRB: Loaded 3 optimal features with 46.86% confidence from JSON config
[2025-12-24T20:35:59.893067] [DEBUG] [MAG       ] Building data for symbol: MCRB with lookback: 0
[2025-12-24T20:35:59.893836] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:35:59.893894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:35:59.907544] [DEBUG] [MAG       ] PRTA: Last date is validated at 2025-12-24
[2025-12-24T20:35:59.965409] [DEBUG] [MAG       ] AAPL: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:00.004591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-24T20:36:00.005450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-24T20:36:00.006138] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:00.062278] [DEBUG] [MAG       ] PLTK: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:00.078076] [DEBUG] [MAG       ] PRTA: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:00.099693] [INFO ] [LOCAL     ] AAPL: Saved forecast.
[2025-12-24T20:36:00.099762] [INFO ] [main      ] AAPL: Signal=1 (Conf=90.0%), Magnitude=3.00% (Conf=50.4091%)
[2025-12-24T20:36:00.099925] [INFO ] [main      ] Fetching symbol history for EVN...
[2025-12-24T20:36:00.099967] [DEBUG] [REMOTE    ] EVN: Fetching historical data.
[2025-12-24T20:36:00.101305] [INFO ] [main      ] Progress: 110/364 forecasts completed (30.2%). AAPL finished in 0.7s. ETA: 44.8s. Rate: 340.26 forecasts/min
[2025-12-24T20:36:00.111494] [DEBUG] [REMOTE    ] EVN: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:00.112566] [DEBUG] [LOCAL     ] Loaded configuration for EVN: 8 features, N/A% accuracy
[2025-12-24T20:36:00.112635] [INFO ] [LOCAL     ] EVN: Loaded 8 optimal features with 58.91% confidence from JSON config
[2025-12-24T20:36:00.112668] [DEBUG] [MAG       ] Building data for symbol: EVN with lookback: 0
[2025-12-24T20:36:00.113420] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-24T20:36:00.113482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:00.115818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:36:00.127526] [INFO ] [LOCAL     ] PLTK: Saved forecast.
[2025-12-24T20:36:00.127618] [INFO ] [main      ] PLTK: Signal=1 (Conf=90.0%), Magnitude=4.49% (Conf=56.6456%)
[2025-12-24T20:36:00.127988] [INFO ] [main      ] Progress: 111/364 forecasts completed (30.5%). PLTK finished in 0.7s. ETA: 44.3s. Rate: 342.88 forecasts/min
[2025-12-24T20:36:00.128128] [INFO ] [main      ] Fetching symbol history for RHI...
[2025-12-24T20:36:00.128173] [DEBUG] [REMOTE    ] RHI: Fetching historical data.
[2025-12-24T20:36:00.141047] [DEBUG] [REMOTE    ] RHI: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:00.142126] [DEBUG] [LOCAL     ] Loaded configuration for RHI: 9 features, N/A% accuracy
[2025-12-24T20:36:00.142187] [INFO ] [LOCAL     ] RHI: Loaded 9 optimal features with 50.97% confidence from JSON config
[2025-12-24T20:36:00.142232] [DEBUG] [MAG       ] Building data for symbol: RHI with lookback: 0
[2025-12-24T20:36:00.143076] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-24T20:36:00.143142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:00.148269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:00.150291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:00.150780] [INFO ] [LOCAL     ] PRTA: Saved forecast.
[2025-12-24T20:36:00.150813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-24T20:36:00.150849] [INFO ] [main      ] PRTA: Signal=1 (Conf=90.0%), Magnitude=8.55% (Conf=58.1264%)
[2025-12-24T20:36:00.151229] [INFO ] [main      ] Progress: 112/364 forecasts completed (30.8%). PRTA finished in 0.7s. ETA: 43.8s. Rate: 345.55 forecasts/min
[2025-12-24T20:36:00.151408] [INFO ] [main      ] Fetching symbol history for DCTH...
[2025-12-24T20:36:00.151454] [DEBUG] [REMOTE    ] DCTH: Fetching historical data.
[2025-12-24T20:36:00.162691] [DEBUG] [REMOTE    ] DCTH: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:00.163656] [DEBUG] [LOCAL     ] Loaded configuration for DCTH: 3 features, N/A% accuracy
[2025-12-24T20:36:00.163708] [INFO ] [LOCAL     ] DCTH: Loaded 3 optimal features with 46.56% confidence from JSON config
[2025-12-24T20:36:00.163739] [DEBUG] [MAG       ] Building data for symbol: DCTH with lookback: 0
[2025-12-24T20:36:00.164489] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:36:00.164548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:00.169224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:00.170052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-24T20:36:00.171769] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:00.203975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-24T20:36:00.222047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:36:00.224119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-24T20:36:00.286379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-24T20:36:00.289429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-24T20:36:00.291432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-24T20:36:00.292724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-24T20:36:00.293603] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:00.316395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:00.319418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:00.320199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-24T20:36:00.323638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-24T20:36:00.326797] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:00.354314] [DEBUG] [MAG       ] MCRB: Last date is validated at 2025-12-24
[2025-12-24T20:36:00.524140] [DEBUG] [MAG       ] MCRB: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:00.551992] [DEBUG] [MAG       ] DCTH: Last date is validated at 2025-12-24
[2025-12-24T20:36:00.617234] [INFO ] [LOCAL     ] MCRB: Saved forecast.
[2025-12-24T20:36:00.617298] [INFO ] [main      ] MCRB: Signal=1 (Conf=90.0%), Magnitude=-3.93% (Conf=46.8559%)
[2025-12-24T20:36:00.617682] [INFO ] [main      ] Fetching symbol history for AMBP...
[2025-12-24T20:36:00.617733] [DEBUG] [REMOTE    ] AMBP: Fetching historical data.
[2025-12-24T20:36:00.618653] [INFO ] [main      ] Progress: 113/364 forecasts completed (31.0%). MCRB finished in 0.7s. ETA: 44.2s. Rate: 340.46 forecasts/min
[2025-12-24T20:36:00.630428] [DEBUG] [REMOTE    ] AMBP: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:00.631448] [DEBUG] [LOCAL     ] Loaded configuration for AMBP: 5 features, N/A% accuracy
[2025-12-24T20:36:00.631506] [INFO ] [LOCAL     ] AMBP: Loaded 5 optimal features with 53.11% confidence from JSON config
[2025-12-24T20:36:00.631536] [DEBUG] [MAG       ] Building data for symbol: AMBP with lookback: 0
[2025-12-24T20:36:00.632317] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:00.632380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:00.634049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:00.634536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:00.635427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-24T20:36:00.636364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-24T20:36:00.637381] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:00.738782] [DEBUG] [MAG       ] RHI: Last date is validated at 2025-12-24
[2025-12-24T20:36:00.789182] [DEBUG] [MAG       ] DCTH: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:00.868488] [INFO ] [LOCAL     ] DCTH: Saved forecast.
[2025-12-24T20:36:00.868555] [INFO ] [main      ] DCTH: Signal=1 (Conf=90.0%), Magnitude=-0.05% (Conf=46.5563%)
[2025-12-24T20:36:00.868900] [INFO ] [main      ] Fetching symbol history for TRIN...
[2025-12-24T20:36:00.868949] [DEBUG] [REMOTE    ] TRIN: Fetching historical data.
[2025-12-24T20:36:00.869855] [INFO ] [main      ] Progress: 114/364 forecasts completed (31.3%). DCTH finished in 0.7s. ETA: 44.2s. Rate: 339.19 forecasts/min
[2025-12-24T20:36:00.899961] [DEBUG] [REMOTE    ] TRIN: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:00.901545] [DEBUG] [LOCAL     ] Loaded configuration for TRIN: 4 features, N/A% accuracy
[2025-12-24T20:36:00.901618] [INFO ] [LOCAL     ] TRIN: Loaded 4 optimal features with 63.16% confidence from JSON config
[2025-12-24T20:36:00.901651] [DEBUG] [MAG       ] Building data for symbol: TRIN with lookback: 0
[2025-12-24T20:36:00.902429] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:00.902489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:00.906232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:00.906769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:00.907151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-24T20:36:00.914833] [DEBUG] [MAG       ] EVN: Last date is validated at 2025-12-24
[2025-12-24T20:36:00.931926] [DEBUG] [MAG       ] RHI: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:01.039145] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:01.093979] [INFO ] [LOCAL     ] RHI: Saved forecast.
[2025-12-24T20:36:01.094044] [INFO ] [main      ] RHI: Signal=1 (Conf=90.0%), Magnitude=2.60% (Conf=50.9731%)
[2025-12-24T20:36:01.094409] [INFO ] [main      ] Progress: 115/364 forecasts completed (31.6%). RHI finished in 1.0s. ETA: 44.1s. Rate: 338.40 forecasts/min
[2025-12-24T20:36:01.096080] [DEBUG] [MAG       ] EVN: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:01.097633] [INFO ] [main      ] Fetching symbol history for STLD...
[2025-12-24T20:36:01.097689] [DEBUG] [REMOTE    ] STLD: Fetching historical data.
[2025-12-24T20:36:01.115733] [DEBUG] [REMOTE    ] STLD: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:01.118755] [DEBUG] [MAG       ] AMBP: Last date is validated at 2025-12-24
[2025-12-24T20:36:01.119432] [DEBUG] [LOCAL     ] Loaded configuration for STLD: 9 features, N/A% accuracy
[2025-12-24T20:36:01.119509] [INFO ] [LOCAL     ] STLD: Loaded 9 optimal features with 60.12% confidence from JSON config
[2025-12-24T20:36:01.119540] [DEBUG] [MAG       ] Building data for symbol: STLD with lookback: 0
[2025-12-24T20:36:01.120465] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-24T20:36:01.120548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:01.130629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:01.132557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:01.133066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:01.133448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:01.134181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:36:01.172317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-24T20:36:01.174589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-24T20:36:01.179322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-24T20:36:01.180365] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:01.213171] [INFO ] [LOCAL     ] EVN: Saved forecast.
[2025-12-24T20:36:01.213237] [INFO ] [main      ] EVN: Signal=1 (Conf=90.0%), Magnitude=0.26% (Conf=58.914%)
[2025-12-24T20:36:01.213391] [INFO ] [main      ] Fetching symbol history for CMP...
[2025-12-24T20:36:01.213433] [DEBUG] [REMOTE    ] CMP: Fetching historical data.
[2025-12-24T20:36:01.213854] [INFO ] [main      ] Progress: 116/364 forecasts completed (31.9%). EVN finished in 1.1s. ETA: 43.8s. Rate: 339.35 forecasts/min
[2025-12-24T20:36:01.231295] [DEBUG] [REMOTE    ] CMP: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:01.232456] [DEBUG] [LOCAL     ] Loaded configuration for CMP: 6 features, N/A% accuracy
[2025-12-24T20:36:01.232509] [INFO ] [LOCAL     ] CMP: Loaded 6 optimal features with 58.09% confidence from JSON config
[2025-12-24T20:36:01.232540] [DEBUG] [MAG       ] Building data for symbol: CMP with lookback: 0
[2025-12-24T20:36:01.233345] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:01.233406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:01.238116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:01.239956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:01.240434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:01.241216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:01.243564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-24T20:36:01.244557] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:01.339928] [DEBUG] [MAG       ] AMBP: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:01.447378] [DEBUG] [MAG       ] TRIN: Last date is validated at 2025-12-24
[2025-12-24T20:36:01.482671] [INFO ] [LOCAL     ] AMBP: Saved forecast.
[2025-12-24T20:36:01.482744] [INFO ] [main      ] AMBP: Signal=1 (Conf=90.0%), Magnitude=-0.08% (Conf=53.1095%)
[2025-12-24T20:36:01.483085] [INFO ] [main      ] Progress: 117/364 forecasts completed (32.1%). AMBP finished in 0.9s. ETA: 43.9s. Rate: 337.84 forecasts/min
[2025-12-24T20:36:01.485629] [INFO ] [main      ] Fetching symbol history for PNFP...
[2025-12-24T20:36:01.485681] [DEBUG] [REMOTE    ] PNFP: Fetching historical data.
[2025-12-24T20:36:01.505305] [DEBUG] [REMOTE    ] PNFP: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:01.506295] [DEBUG] [LOCAL     ] Loaded configuration for PNFP: 4 features, N/A% accuracy
[2025-12-24T20:36:01.506357] [INFO ] [LOCAL     ] PNFP: Loaded 4 optimal features with 53.75% confidence from JSON config
[2025-12-24T20:36:01.506389] [DEBUG] [MAG       ] Building data for symbol: PNFP with lookback: 0
[2025-12-24T20:36:01.507157] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:01.507217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:01.514242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:01.516699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:36:01.517909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-24T20:36:01.518957] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:01.550907] [DEBUG] [MAG       ] STLD: Last date is validated at 2025-12-24
[2025-12-24T20:36:01.609898] [DEBUG] [MAG       ] CMP: Last date is validated at 2025-12-24
[2025-12-24T20:36:01.627453] [DEBUG] [MAG       ] TRIN: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:01.690441] [INFO ] [LOCAL     ] TRIN: Saved forecast.
[2025-12-24T20:36:01.690510] [INFO ] [main      ] TRIN: Signal=1 (Conf=90.0%), Magnitude=-0.25% (Conf=63.1627%)
[2025-12-24T20:36:01.690880] [INFO ] [main      ] Fetching symbol history for AIPI...
[2025-12-24T20:36:01.690932] [DEBUG] [REMOTE    ] AIPI: Fetching historical data.
[2025-12-24T20:36:01.692650] [INFO ] [main      ] Progress: 118/364 forecasts completed (32.4%). TRIN finished in 0.8s. ETA: 43.8s. Rate: 337.33 forecasts/min
[2025-12-24T20:36:01.704696] [DEBUG] [REMOTE    ] AIPI: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:01.705971] [DEBUG] [LOCAL     ] Loaded configuration for AIPI: 1 features, N/A% accuracy
[2025-12-24T20:36:01.706035] [INFO ] [LOCAL     ] AIPI: Loaded 1 optimal features with 55.59% confidence from JSON config
[2025-12-24T20:36:01.706067] [DEBUG] [MAG       ] Building data for symbol: AIPI with lookback: 0
[2025-12-24T20:36:01.707175] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-24T20:36:01.707234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:01.707982] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:01.724609] [DEBUG] [MAG       ] STLD: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:01.786733] [DEBUG] [MAG       ] CMP: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:01.849273] [INFO ] [LOCAL     ] STLD: Saved forecast.
[2025-12-24T20:36:01.849355] [INFO ] [main      ] STLD: Signal=1 (Conf=90.0%), Magnitude=-0.17% (Conf=60.1177%)
[2025-12-24T20:36:01.849722] [INFO ] [main      ] Fetching symbol history for MATX...
[2025-12-24T20:36:01.849772] [DEBUG] [REMOTE    ] MATX: Fetching historical data.
[2025-12-24T20:36:01.850661] [INFO ] [main      ] Progress: 119/364 forecasts completed (32.7%). STLD finished in 0.8s. ETA: 43.5s. Rate: 337.64 forecasts/min
[2025-12-24T20:36:01.861487] [DEBUG] [MAG       ] PNFP: Last date is validated at 2025-12-24
[2025-12-24T20:36:01.862339] [DEBUG] [REMOTE    ] MATX: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:01.863327] [DEBUG] [LOCAL     ] Loaded configuration for MATX: 2 features, N/A% accuracy
[2025-12-24T20:36:01.863384] [INFO ] [LOCAL     ] MATX: Loaded 2 optimal features with 57.95% confidence from JSON config
[2025-12-24T20:36:01.863416] [DEBUG] [MAG       ] Building data for symbol: MATX with lookback: 0
[2025-12-24T20:36:01.864213] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-24T20:36:01.864282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:01.869120] [INFO ] [LOCAL     ] CMP: Saved forecast.
[2025-12-24T20:36:01.869188] [INFO ] [main      ] CMP: Signal=1 (Conf=90.0%), Magnitude=-2.78% (Conf=58.0919%)
[2025-12-24T20:36:01.869193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:36:01.869362] [INFO ] [main      ] Fetching symbol history for COLL...
[2025-12-24T20:36:01.869406] [DEBUG] [REMOTE    ] COLL: Fetching historical data.
[2025-12-24T20:36:01.870626] [INFO ] [main      ] Progress: 120/364 forecasts completed (33.0%). CMP finished in 0.7s. ETA: 43.0s. Rate: 340.16 forecasts/min
[2025-12-24T20:36:01.871671] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:01.881296] [DEBUG] [REMOTE    ] COLL: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:01.882220] [DEBUG] [LOCAL     ] Loaded configuration for COLL: 5 features, N/A% accuracy
[2025-12-24T20:36:01.882277] [INFO ] [LOCAL     ] COLL: Loaded 5 optimal features with 57.43% confidence from JSON config
[2025-12-24T20:36:01.882308] [DEBUG] [MAG       ] Building data for symbol: COLL with lookback: 0
[2025-12-24T20:36:01.883152] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:01.883215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:01.889741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-24T20:36:01.890924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-24T20:36:01.892264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-24T20:36:01.893475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-24T20:36:01.894680] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:02.030629] [DEBUG] [MAG       ] PNFP: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:02.079460] [DEBUG] [MAG       ] AIPI: Last date is validated at 2025-12-24
[2025-12-24T20:36:02.152057] [INFO ] [LOCAL     ] PNFP: Saved forecast.
[2025-12-24T20:36:02.152124] [INFO ] [main      ] PNFP: Signal=1 (Conf=90.0%), Magnitude=0.76% (Conf=53.7544%)
[2025-12-24T20:36:02.152465] [INFO ] [main      ] Progress: 121/364 forecasts completed (33.2%). PNFP finished in 0.7s. ETA: 43.1s. Rate: 338.49 forecasts/min
[2025-12-24T20:36:02.152608] [INFO ] [main      ] Fetching symbol history for BNS...
[2025-12-24T20:36:02.152652] [DEBUG] [REMOTE    ] BNS: Fetching historical data.
[2025-12-24T20:36:02.166807] [DEBUG] [REMOTE    ] BNS: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:02.167967] [DEBUG] [LOCAL     ] Loaded configuration for BNS: 2 features, N/A% accuracy
[2025-12-24T20:36:02.168023] [INFO ] [LOCAL     ] BNS: Loaded 2 optimal features with 61.96% confidence from JSON config
[2025-12-24T20:36:02.168056] [DEBUG] [MAG       ] Building data for symbol: BNS with lookback: 0
[2025-12-24T20:36:02.168912] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-24T20:36:02.168972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:02.174290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:02.177107] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:02.246060] [DEBUG] [MAG       ] MATX: Last date is validated at 2025-12-24
[2025-12-24T20:36:02.263389] [DEBUG] [MAG       ] COLL: Last date is validated at 2025-12-24
[2025-12-24T20:36:02.279991] [DEBUG] [MAG       ] AIPI: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:02.366240] [INFO ] [LOCAL     ] AIPI: Saved forecast.
[2025-12-24T20:36:02.366343] [INFO ] [main      ] AIPI: Signal=1 (Conf=90.0%), Magnitude=-0.91% (Conf=55.5928%)
[2025-12-24T20:36:02.366953] [INFO ] [main      ] Fetching symbol history for REYN...
[2025-12-24T20:36:02.367034] [DEBUG] [REMOTE    ] REYN: Fetching historical data.
[2025-12-24T20:36:02.367667] [INFO ] [main      ] Progress: 122/364 forecasts completed (33.5%). AIPI finished in 0.7s. ETA: 43.0s. Rate: 337.90 forecasts/min
[2025-12-24T20:36:02.381456] [DEBUG] [REMOTE    ] REYN: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:02.382698] [DEBUG] [LOCAL     ] Loaded configuration for REYN: 5 features, N/A% accuracy
[2025-12-24T20:36:02.382757] [INFO ] [LOCAL     ] REYN: Loaded 5 optimal features with 56.03% confidence from JSON config
[2025-12-24T20:36:02.382789] [DEBUG] [MAG       ] Building data for symbol: REYN with lookback: 0
[2025-12-24T20:36:02.383632] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:02.383695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:02.388877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:02.393392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:02.393971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:02.394377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-24T20:36:02.397319] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:02.426203] [DEBUG] [MAG       ] MATX: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:02.442707] [DEBUG] [MAG       ] COLL: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:02.521027] [DEBUG] [MAG       ] BNS: Last date is validated at 2025-12-24
[2025-12-24T20:36:02.528228] [INFO ] [LOCAL     ] COLL: Saved forecast.
[2025-12-24T20:36:02.528306] [INFO ] [main      ] COLL: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=57.4254%)
[2025-12-24T20:36:02.528521] [INFO ] [main      ] Fetching symbol history for OCSL...
[2025-12-24T20:36:02.528582] [DEBUG] [REMOTE    ] OCSL: Fetching historical data.
[2025-12-24T20:36:02.530647] [INFO ] [main      ] Progress: 123/364 forecasts completed (33.8%). COLL finished in 0.7s. ETA: 42.8s. Rate: 338.12 forecasts/min
[2025-12-24T20:36:02.541954] [DEBUG] [REMOTE    ] OCSL: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:02.543521] [DEBUG] [LOCAL     ] Loaded configuration for OCSL: 5 features, N/A% accuracy
[2025-12-24T20:36:02.543598] [INFO ] [LOCAL     ] OCSL: Loaded 5 optimal features with 59.82% confidence from JSON config
[2025-12-24T20:36:02.543634] [DEBUG] [MAG       ] Building data for symbol: OCSL with lookback: 0
[2025-12-24T20:36:02.544533] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:02.544619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:02.550164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:02.552156] [INFO ] [LOCAL     ] MATX: Saved forecast.
[2025-12-24T20:36:02.552230] [INFO ] [main      ] MATX: Signal=1 (Conf=90.0%), Magnitude=2.63% (Conf=57.9484%)
[2025-12-24T20:36:02.552388] [INFO ] [main      ] Fetching symbol history for OXM...
[2025-12-24T20:36:02.552430] [DEBUG] [REMOTE    ] OXM: Fetching historical data.
[2025-12-24T20:36:02.553028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:36:02.553414] [INFO ] [main      ] Progress: 124/364 forecasts completed (34.1%). MATX finished in 0.7s. ETA: 42.3s. Rate: 340.51 forecasts/min
[2025-12-24T20:36:02.555133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-24T20:36:02.564402] [DEBUG] [REMOTE    ] OXM: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:02.565281] [DEBUG] [LOCAL     ] Loaded configuration for OXM: 4 features, N/A% accuracy
[2025-12-24T20:36:02.565338] [INFO ] [LOCAL     ] OXM: Loaded 4 optimal features with 49.10% confidence from JSON config
[2025-12-24T20:36:02.565370] [DEBUG] [MAG       ] Building data for symbol: OXM with lookback: 0
[2025-12-24T20:36:02.566173] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:02.566242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:02.571004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-24T20:36:02.571852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-24T20:36:02.572524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-24T20:36:02.573638] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:02.611067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:36:02.612738] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:02.690247] [DEBUG] [MAG       ] BNS: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:02.741990] [DEBUG] [MAG       ] REYN: Last date is validated at 2025-12-24
[2025-12-24T20:36:02.770272] [INFO ] [LOCAL     ] BNS: Saved forecast.
[2025-12-24T20:36:02.770339] [INFO ] [main      ] BNS: Signal=1 (Conf=90.0%), Magnitude=0.73% (Conf=61.9645%)
[2025-12-24T20:36:02.770501] [INFO ] [main      ] Fetching symbol history for PNQI...
[2025-12-24T20:36:02.770543] [DEBUG] [REMOTE    ] PNQI: Fetching historical data.
[2025-12-24T20:36:02.771830] [INFO ] [main      ] Progress: 125/364 forecasts completed (34.3%). BNS finished in 0.6s. ETA: 42.2s. Rate: 339.86 forecasts/min
[2025-12-24T20:36:02.781776] [DEBUG] [REMOTE    ] PNQI: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:02.782872] [DEBUG] [LOCAL     ] Loaded configuration for PNQI: 5 features, N/A% accuracy
[2025-12-24T20:36:02.782934] [INFO ] [LOCAL     ] PNQI: Loaded 5 optimal features with 51.28% confidence from JSON config
[2025-12-24T20:36:02.782965] [DEBUG] [MAG       ] Building data for symbol: PNQI with lookback: 0
[2025-12-24T20:36:02.783849] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:02.783930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:02.788702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:02.789621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-24T20:36:02.793429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-24T20:36:02.794660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-24T20:36:02.795802] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:02.909686] [DEBUG] [MAG       ] REYN: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:02.916482] [DEBUG] [MAG       ] OXM: Last date is validated at 2025-12-24
[2025-12-24T20:36:02.982932] [INFO ] [LOCAL     ] REYN: Saved forecast.
[2025-12-24T20:36:02.983012] [INFO ] [main      ] REYN: Signal=1 (Conf=90.0%), Magnitude=1.78% (Conf=56.029%)
[2025-12-24T20:36:02.983383] [INFO ] [main      ] Fetching symbol history for COP...
[2025-12-24T20:36:02.983434] [DEBUG] [REMOTE    ] COP: Fetching historical data.
[2025-12-24T20:36:02.983664] [INFO ] [main      ] Progress: 126/364 forecasts completed (34.6%). REYN finished in 0.6s. ETA: 42.1s. Rate: 339.33 forecasts/min
[2025-12-24T20:36:02.985809] [DEBUG] [MAG       ] OCSL: Last date is validated at 2025-12-24
[2025-12-24T20:36:02.995747] [DEBUG] [REMOTE    ] COP: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:02.996900] [DEBUG] [LOCAL     ] Loaded configuration for COP: 5 features, N/A% accuracy
[2025-12-24T20:36:02.996954] [INFO ] [LOCAL     ] COP: Loaded 5 optimal features with 63.30% confidence from JSON config
[2025-12-24T20:36:02.996985] [DEBUG] [MAG       ] Building data for symbol: COP with lookback: 0
[2025-12-24T20:36:02.997805] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:02.997867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:03.002899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:03.004907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:03.005517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:03.006084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:03.007172] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:03.088998] [DEBUG] [MAG       ] OXM: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:03.144718] [DEBUG] [MAG       ] PNQI: Last date is validated at 2025-12-24
[2025-12-24T20:36:03.163698] [DEBUG] [MAG       ] OCSL: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:03.195932] [INFO ] [LOCAL     ] OXM: Saved forecast.
[2025-12-24T20:36:03.196001] [INFO ] [main      ] OXM: Signal=1 (Conf=90.0%), Magnitude=5.18% (Conf=49.0998%)
[2025-12-24T20:36:03.196354] [INFO ] [main      ] Fetching symbol history for BCAL...
[2025-12-24T20:36:03.196404] [DEBUG] [REMOTE    ] BCAL: Fetching historical data.
[2025-12-24T20:36:03.196664] [INFO ] [main      ] Progress: 127/364 forecasts completed (34.9%). OXM finished in 0.6s. ETA: 42.0s. Rate: 338.78 forecasts/min
[2025-12-24T20:36:03.208539] [DEBUG] [REMOTE    ] BCAL: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:03.209597] [DEBUG] [LOCAL     ] Loaded configuration for BCAL: 5 features, N/A% accuracy
[2025-12-24T20:36:03.209652] [INFO ] [LOCAL     ] BCAL: Loaded 5 optimal features with 61.83% confidence from JSON config
[2025-12-24T20:36:03.209683] [DEBUG] [MAG       ] Building data for symbol: BCAL with lookback: 0
[2025-12-24T20:36:03.210512] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:03.210593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:03.212263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:03.212804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:36:03.230498] [INFO ] [LOCAL     ] OCSL: Saved forecast.
[2025-12-24T20:36:03.230588] [INFO ] [main      ] OCSL: Signal=1 (Conf=90.0%), Magnitude=1.88% (Conf=59.8228%)
[2025-12-24T20:36:03.230751] [INFO ] [main      ] Fetching symbol history for BEPI...
[2025-12-24T20:36:03.230794] [DEBUG] [REMOTE    ] BEPI: Fetching historical data.
[2025-12-24T20:36:03.232663] [INFO ] [main      ] Progress: 128/364 forecasts completed (35.2%). OCSL finished in 0.7s. ETA: 41.5s. Rate: 340.90 forecasts/min
[2025-12-24T20:36:03.243640] [DEBUG] [REMOTE    ] BEPI: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:03.244943] [DEBUG] [LOCAL     ] Loaded configuration for BEPI: 6 features, N/A% accuracy
[2025-12-24T20:36:03.244995] [INFO ] [LOCAL     ] BEPI: Loaded 6 optimal features with 69.71% confidence from JSON config
[2025-12-24T20:36:03.245025] [DEBUG] [MAG       ] Building data for symbol: BEPI with lookback: 0
[2025-12-24T20:36:03.245997] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:03.246069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-24T20:36:03.319227] [DEBUG] [MAG       ] PNQI: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:03.326962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-24T20:36:03.330149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-24T20:36:03.331742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-24T20:36:03.332616] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:03.333310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-24T20:36:03.336404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-24T20:36:03.338792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-24T20:36:03.343111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-24T20:36:03.343953] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:03.359268] [DEBUG] [MAG       ] COP: Last date is validated at 2025-12-24
[2025-12-24T20:36:03.402022] [INFO ] [LOCAL     ] PNQI: Saved forecast.
[2025-12-24T20:36:03.402089] [INFO ] [main      ] PNQI: Signal=1 (Conf=90.0%), Magnitude=1.76% (Conf=51.2772%)
[2025-12-24T20:36:03.402453] [INFO ] [main      ] Fetching symbol history for CTAS...
[2025-12-24T20:36:03.402497] [DEBUG] [REMOTE    ] CTAS: Fetching historical data.
[2025-12-24T20:36:03.403195] [INFO ] [main      ] Progress: 129/364 forecasts completed (35.4%). PNQI finished in 0.6s. ETA: 41.4s. Rate: 340.98 forecasts/min
[2025-12-24T20:36:03.414719] [DEBUG] [REMOTE    ] CTAS: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:03.415500] [DEBUG] [LOCAL     ] Loaded configuration for CTAS: 6 features, N/A% accuracy
[2025-12-24T20:36:03.415560] [INFO ] [LOCAL     ] CTAS: Loaded 6 optimal features with 78.66% confidence from JSON config
[2025-12-24T20:36:03.415619] [DEBUG] [MAG       ] Building data for symbol: CTAS with lookback: 0
[2025-12-24T20:36:03.416603] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:03.416666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:03.421441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:03.422264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:36:03.460458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-24T20:36:03.462262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-24T20:36:03.462957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-24T20:36:03.480255] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:03.546716] [DEBUG] [MAG       ] COP: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:03.664295] [INFO ] [LOCAL     ] COP: Saved forecast.
[2025-12-24T20:36:03.664375] [INFO ] [main      ] COP: Signal=1 (Conf=90.0%), Magnitude=-1.22% (Conf=63.2958%)
[2025-12-24T20:36:03.664770] [INFO ] [main      ] Fetching symbol history for MANH...
[2025-12-24T20:36:03.664825] [DEBUG] [REMOTE    ] MANH: Fetching historical data.
[2025-12-24T20:36:03.665654] [INFO ] [main      ] Progress: 130/364 forecasts completed (35.7%). COP finished in 0.7s. ETA: 41.3s. Rate: 339.70 forecasts/min
[2025-12-24T20:36:03.677783] [DEBUG] [REMOTE    ] MANH: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:03.679167] [DEBUG] [LOCAL     ] Loaded configuration for MANH: 6 features, N/A% accuracy
[2025-12-24T20:36:03.679226] [INFO ] [LOCAL     ] MANH: Loaded 6 optimal features with 52.78% confidence from JSON config
[2025-12-24T20:36:03.679282] [DEBUG] [MAG       ] Building data for symbol: MANH with lookback: 0
[2025-12-24T20:36:03.680159] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:03.680227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:03.681619] [DEBUG] [MAG       ] BCAL: Last date is validated at 2025-12-24
[2025-12-24T20:36:03.682394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:03.682950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:03.683544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-24T20:36:03.684497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-24T20:36:03.721085] [DEBUG] [MAG       ] BEPI: Last date is validated at 2025-12-24
[2025-12-24T20:36:03.770333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-24T20:36:03.771997] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:03.823568] [DEBUG] [MAG       ] CTAS: Last date is validated at 2025-12-24
[2025-12-24T20:36:03.861854] [DEBUG] [MAG       ] BCAL: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:03.893149] [DEBUG] [MAG       ] BEPI: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:03.932405] [INFO ] [LOCAL     ] BCAL: Saved forecast.
[2025-12-24T20:36:03.932473] [INFO ] [main      ] BCAL: Signal=1 (Conf=90.0%), Magnitude=-1.59% (Conf=61.8303%)
[2025-12-24T20:36:03.932925] [INFO ] [main      ] Fetching symbol history for AFCG...
[2025-12-24T20:36:03.932977] [DEBUG] [REMOTE    ] AFCG: Fetching historical data.
[2025-12-24T20:36:03.933652] [INFO ] [main      ] Progress: 131/364 forecasts completed (36.0%). BCAL finished in 0.7s. ETA: 41.3s. Rate: 338.36 forecasts/min
[2025-12-24T20:36:03.945589] [DEBUG] [REMOTE    ] AFCG: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:03.946675] [DEBUG] [LOCAL     ] Loaded configuration for AFCG: 8 features, N/A% accuracy
[2025-12-24T20:36:03.946729] [INFO ] [LOCAL     ] AFCG: Loaded 8 optimal features with 65.17% confidence from JSON config
[2025-12-24T20:36:03.946760] [DEBUG] [MAG       ] Building data for symbol: AFCG with lookback: 0
[2025-12-24T20:36:03.947549] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-24T20:36:03.947645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:03.952894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:03.954736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:03.954916] [INFO ] [LOCAL     ] BEPI: Saved forecast.
[2025-12-24T20:36:03.954985] [INFO ] [main      ] BEPI: Signal=1 (Conf=90.0%), Magnitude=0.29% (Conf=69.7114%)
[2025-12-24T20:36:03.955152] [INFO ] [main      ] Fetching symbol history for JACK...
[2025-12-24T20:36:03.955197] [DEBUG] [REMOTE    ] JACK: Fetching historical data.
[2025-12-24T20:36:03.955215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:03.955608] [INFO ] [main      ] Progress: 132/364 forecasts completed (36.3%). BEPI finished in 0.7s. ETA: 40.9s. Rate: 340.62 forecasts/min
[2025-12-24T20:36:03.955904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:03.956768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:03.959185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:36:03.966816] [DEBUG] [REMOTE    ] JACK: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:03.967716] [DEBUG] [LOCAL     ] Loaded configuration for JACK: 7 features, N/A% accuracy
[2025-12-24T20:36:03.967774] [INFO ] [LOCAL     ] JACK: Loaded 7 optimal features with 51.70% confidence from JSON config
[2025-12-24T20:36:03.967806] [DEBUG] [MAG       ] Building data for symbol: JACK with lookback: 0
[2025-12-24T20:36:03.968627] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-24T20:36:03.968689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:03.970340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:03.970866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:03.971444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:03.972204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:03.973023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:36:03.990631] [DEBUG] [MAG       ] CTAS: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:04.012829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-24T20:36:04.014066] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:04.070503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-24T20:36:04.071874] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:04.115792] [INFO ] [LOCAL     ] CTAS: Saved forecast.
[2025-12-24T20:36:04.115860] [INFO ] [main      ] CTAS: Signal=1 (Conf=90.0%), Magnitude=-3.34% (Conf=78.6552%)
[2025-12-24T20:36:04.116015] [INFO ] [main      ] Fetching symbol history for ETO...
[2025-12-24T20:36:04.116059] [DEBUG] [REMOTE    ] ETO: Fetching historical data.
[2025-12-24T20:36:04.116885] [INFO ] [main      ] Progress: 133/364 forecasts completed (36.5%). CTAS finished in 0.7s. ETA: 40.7s. Rate: 340.84 forecasts/min
[2025-12-24T20:36:04.126332] [DEBUG] [MAG       ] MANH: Last date is validated at 2025-12-24
[2025-12-24T20:36:04.127656] [DEBUG] [REMOTE    ] ETO: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:04.128548] [DEBUG] [LOCAL     ] Loaded configuration for ETO: 3 features, N/A% accuracy
[2025-12-24T20:36:04.128629] [INFO ] [LOCAL     ] ETO: Loaded 3 optimal features with 55.91% confidence from JSON config
[2025-12-24T20:36:04.128660] [DEBUG] [MAG       ] Building data for symbol: ETO with lookback: 0
[2025-12-24T20:36:04.129465] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:36:04.129524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:04.134175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:04.135932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:04.136417] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:04.298378] [DEBUG] [MAG       ] MANH: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:04.364702] [DEBUG] [MAG       ] JACK: Last date is validated at 2025-12-24
[2025-12-24T20:36:04.422807] [DEBUG] [MAG       ] AFCG: Last date is validated at 2025-12-24
[2025-12-24T20:36:04.452199] [INFO ] [LOCAL     ] MANH: Saved forecast.
[2025-12-24T20:36:04.452274] [INFO ] [main      ] MANH: Signal=1 (Conf=90.0%), Magnitude=-3.20% (Conf=52.783%)
[2025-12-24T20:36:04.452643] [INFO ] [main      ] Fetching symbol history for MIGI...
[2025-12-24T20:36:04.452693] [DEBUG] [REMOTE    ] MIGI: Fetching historical data.
[2025-12-24T20:36:04.452656] [INFO ] [main      ] Progress: 134/364 forecasts completed (36.8%). MANH finished in 0.8s. ETA: 40.8s. Rate: 338.55 forecasts/min
[2025-12-24T20:36:04.464297] [DEBUG] [REMOTE    ] MIGI: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:04.465214] [DEBUG] [LOCAL     ] Loaded configuration for MIGI: 4 features, N/A% accuracy
[2025-12-24T20:36:04.465264] [INFO ] [LOCAL     ] MIGI: Loaded 4 optimal features with 54.68% confidence from JSON config
[2025-12-24T20:36:04.465294] [DEBUG] [MAG       ] Building data for symbol: MIGI with lookback: 0
[2025-12-24T20:36:04.466066] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:04.466125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:04.470871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-24T20:36:04.471858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-24T20:36:04.473519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-24T20:36:04.476303] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:04.501292] [DEBUG] [MAG       ] ETO: Last date is validated at 2025-12-24
[2025-12-24T20:36:04.538304] [DEBUG] [MAG       ] JACK: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:04.593925] [DEBUG] [MAG       ] AFCG: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:04.631034] [INFO ] [LOCAL     ] JACK: Saved forecast.
[2025-12-24T20:36:04.631117] [INFO ] [main      ] JACK: Signal=1 (Conf=90.0%), Magnitude=-1.49% (Conf=51.7019%)
[2025-12-24T20:36:04.631299] [INFO ] [main      ] Fetching symbol history for AMN...
[2025-12-24T20:36:04.631347] [DEBUG] [REMOTE    ] AMN: Fetching historical data.
[2025-12-24T20:36:04.632644] [INFO ] [main      ] Progress: 135/364 forecasts completed (37.1%). JACK finished in 0.7s. ETA: 40.6s. Rate: 338.51 forecasts/min
[2025-12-24T20:36:04.646746] [DEBUG] [REMOTE    ] AMN: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:04.647714] [DEBUG] [LOCAL     ] Loaded configuration for AMN: 4 features, N/A% accuracy
[2025-12-24T20:36:04.647769] [INFO ] [LOCAL     ] AMN: Loaded 4 optimal features with 46.50% confidence from JSON config
[2025-12-24T20:36:04.647819] [DEBUG] [MAG       ] Building data for symbol: AMN with lookback: 0
[2025-12-24T20:36:04.648625] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:04.648687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:04.649446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-24T20:36:04.662134] [INFO ] [LOCAL     ] AFCG: Saved forecast.
[2025-12-24T20:36:04.662207] [INFO ] [main      ] AFCG: Signal=1 (Conf=90.0%), Magnitude=0.79% (Conf=65.1725%)
[2025-12-24T20:36:04.662741] [INFO ] [main      ] Progress: 136/364 forecasts completed (37.4%). AFCG finished in 0.7s. ETA: 40.2s. Rate: 340.59 forecasts/min
[2025-12-24T20:36:04.662872] [INFO ] [main      ] Fetching symbol history for VRA...
[2025-12-24T20:36:04.662916] [DEBUG] [REMOTE    ] VRA: Fetching historical data.
[2025-12-24T20:36:04.668223] [DEBUG] [MAG       ] ETO: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:04.674292] [DEBUG] [REMOTE    ] VRA: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:04.675283] [DEBUG] [LOCAL     ] Loaded configuration for VRA: 5 features, N/A% accuracy
[2025-12-24T20:36:04.675339] [INFO ] [LOCAL     ] VRA: Loaded 5 optimal features with 48.67% confidence from JSON config
[2025-12-24T20:36:04.675371] [DEBUG] [MAG       ] Building data for symbol: VRA with lookback: 0
[2025-12-24T20:36:04.676169] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:04.676230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:04.680980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:04.681819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:36:04.727912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-24T20:36:04.730190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-24T20:36:04.731629] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:04.732765] [INFO ] [LOCAL     ] ETO: Saved forecast.
[2025-12-24T20:36:04.732830] [INFO ] [main      ] ETO: Signal=1 (Conf=90.0%), Magnitude=0.38% (Conf=55.911%)
[2025-12-24T20:36:04.732987] [INFO ] [main      ] Fetching symbol history for CIB...
[2025-12-24T20:36:04.733030] [DEBUG] [REMOTE    ] CIB: Fetching historical data.
[2025-12-24T20:36:04.733869] [INFO ] [main      ] Progress: 137/364 forecasts completed (37.6%). ETO finished in 0.6s. ETA: 39.8s. Rate: 342.08 forecasts/min
[2025-12-24T20:36:04.745868] [DEBUG] [REMOTE    ] CIB: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:04.746961] [DEBUG] [LOCAL     ] Loaded configuration for CIB: 2 features, N/A% accuracy
[2025-12-24T20:36:04.747024] [INFO ] [LOCAL     ] CIB: Loaded 2 optimal features with 46.22% confidence from JSON config
[2025-12-24T20:36:04.747055] [DEBUG] [MAG       ] Building data for symbol: CIB with lookback: 0
[2025-12-24T20:36:04.747826] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-24T20:36:04.747884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-24T20:36:04.750063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-24T20:36:04.751687] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:04.796088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:36:04.797538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-24T20:36:04.798258] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:04.819788] [DEBUG] [MAG       ] MIGI: Last date is validated at 2025-12-24
[2025-12-24T20:36:04.991691] [DEBUG] [MAG       ] MIGI: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:05.085604] [DEBUG] [MAG       ] AMN: Last date is validated at 2025-12-24
[2025-12-24T20:36:05.097789] [DEBUG] [MAG       ] CIB: Last date is validated at 2025-12-24
[2025-12-24T20:36:05.117745] [INFO ] [LOCAL     ] MIGI: Saved forecast.
[2025-12-24T20:36:05.117822] [INFO ] [main      ] MIGI: Signal=1 (Conf=90.0%), Magnitude=22.69% (Conf=54.6766%)
[2025-12-24T20:36:05.118239] [INFO ] [main      ] Fetching symbol history for RDY...
[2025-12-24T20:36:05.118292] [DEBUG] [REMOTE    ] RDY: Fetching historical data.
[2025-12-24T20:36:05.118665] [INFO ] [main      ] Progress: 138/364 forecasts completed (37.9%). MIGI finished in 0.7s. ETA: 40.0s. Rate: 339.14 forecasts/min
[2025-12-24T20:36:05.132493] [DEBUG] [REMOTE    ] RDY: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:05.133700] [DEBUG] [LOCAL     ] Loaded configuration for RDY: 2 features, N/A% accuracy
[2025-12-24T20:36:05.133757] [INFO ] [LOCAL     ] RDY: Loaded 2 optimal features with 48.90% confidence from JSON config
[2025-12-24T20:36:05.133789] [DEBUG] [MAG       ] Building data for symbol: RDY with lookback: 0
[2025-12-24T20:36:05.134630] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-24T20:36:05.134702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:05.137726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-24T20:36:05.138813] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:05.152383] [DEBUG] [MAG       ] VRA: Last date is validated at 2025-12-24
[2025-12-24T20:36:05.256108] [DEBUG] [MAG       ] AMN: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:05.267766] [DEBUG] [MAG       ] CIB: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:05.325265] [DEBUG] [MAG       ] VRA: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:05.351361] [INFO ] [LOCAL     ] CIB: Saved forecast.
[2025-12-24T20:36:05.351427] [INFO ] [main      ] CIB: Signal=1 (Conf=90.0%), Magnitude=0.44% (Conf=46.2185%)
[2025-12-24T20:36:05.352240] [INFO ] [main      ] Progress: 139/364 forecasts completed (38.2%). CIB finished in 0.6s. ETA: 39.9s. Rate: 338.36 forecasts/min
[2025-12-24T20:36:05.351803] [INFO ] [main      ] Fetching symbol history for CFFN...
[2025-12-24T20:36:05.355006] [DEBUG] [REMOTE    ] CFFN: Fetching historical data.
[2025-12-24T20:36:05.361464] [INFO ] [LOCAL     ] AMN: Saved forecast.
[2025-12-24T20:36:05.361538] [INFO ] [main      ] AMN: Signal=1 (Conf=90.0%), Magnitude=-2.67% (Conf=46.496%)
[2025-12-24T20:36:05.362274] [INFO ] [main      ] Fetching symbol history for PSX...
[2025-12-24T20:36:05.362326] [DEBUG] [REMOTE    ] PSX: Fetching historical data.
[2025-12-24T20:36:05.363282] [INFO ] [main      ] Progress: 140/364 forecasts completed (38.5%). AMN finished in 0.7s. ETA: 39.5s. Rate: 340.64 forecasts/min
[2025-12-24T20:36:05.368102] [DEBUG] [REMOTE    ] CFFN: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:05.368876] [DEBUG] [LOCAL     ] Loaded configuration for CFFN: 6 features, N/A% accuracy
[2025-12-24T20:36:05.368927] [INFO ] [LOCAL     ] CFFN: Loaded 6 optimal features with 50.57% confidence from JSON config
[2025-12-24T20:36:05.368959] [DEBUG] [MAG       ] Building data for symbol: CFFN with lookback: 0
[2025-12-24T20:36:05.369776] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:05.369842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:05.374850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:05.376822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:05.377081] [DEBUG] [REMOTE    ] PSX: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:05.377306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:05.377992] [DEBUG] [LOCAL     ] Loaded configuration for PSX: 5 features, N/A% accuracy
[2025-12-24T20:36:05.378045] [INFO ] [LOCAL     ] PSX: Loaded 5 optimal features with 59.94% confidence from JSON config
[2025-12-24T20:36:05.378085] [DEBUG] [MAG       ] Building data for symbol: PSX with lookback: 0
[2025-12-24T20:36:05.378073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:05.379039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:36:05.379051] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:05.379109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:05.380668] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:05.381139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:05.381669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:05.382633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:05.384907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-24T20:36:05.390212] [INFO ] [LOCAL     ] VRA: Saved forecast.
[2025-12-24T20:36:05.390279] [INFO ] [main      ] VRA: Signal=1 (Conf=90.0%), Magnitude=-3.99% (Conf=48.6692%)
[2025-12-24T20:36:05.390623] [INFO ] [main      ] Progress: 141/364 forecasts completed (38.7%). VRA finished in 0.7s. ETA: 39.0s. Rate: 342.70 forecasts/min
[2025-12-24T20:36:05.390743] [INFO ] [main      ] Fetching symbol history for CHSCL...
[2025-12-24T20:36:05.390786] [DEBUG] [REMOTE    ] CHSCL: Fetching historical data.
[2025-12-24T20:36:05.401965] [DEBUG] [REMOTE    ] CHSCL: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:05.402993] [DEBUG] [LOCAL     ] Loaded configuration for CHSCL: 3 features, N/A% accuracy
[2025-12-24T20:36:05.403047] [INFO ] [LOCAL     ] CHSCL: Loaded 3 optimal features with 51.46% confidence from JSON config
[2025-12-24T20:36:05.403403] [DEBUG] [MAG       ] Building data for symbol: CHSCL with lookback: 0
[2025-12-24T20:36:05.404206] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:36:05.404264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:05.409117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:05.410155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:05.412751] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:05.460514] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:05.498606] [DEBUG] [MAG       ] RDY: Last date is validated at 2025-12-24
[2025-12-24T20:36:05.673764] [DEBUG] [MAG       ] RDY: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:05.729669] [DEBUG] [MAG       ] CFFN: Last date is validated at 2025-12-24
[2025-12-24T20:36:05.739795] [INFO ] [LOCAL     ] RDY: Saved forecast.
[2025-12-24T20:36:05.739867] [INFO ] [main      ] RDY: Signal=1 (Conf=90.0%), Magnitude=-1.26% (Conf=48.8976%)
[2025-12-24T20:36:05.740238] [INFO ] [main      ] Fetching symbol history for POWI...
[2025-12-24T20:36:05.740291] [DEBUG] [REMOTE    ] POWI: Fetching historical data.
[2025-12-24T20:36:05.741590] [INFO ] [main      ] Progress: 142/364 forecasts completed (39.0%). RDY finished in 0.6s. ETA: 39.1s. Rate: 340.29 forecasts/min
[2025-12-24T20:36:05.753387] [DEBUG] [REMOTE    ] POWI: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:05.754559] [DEBUG] [LOCAL     ] Loaded configuration for POWI: 5 features, N/A% accuracy
[2025-12-24T20:36:05.754640] [INFO ] [LOCAL     ] POWI: Loaded 5 optimal features with 59.16% confidence from JSON config
[2025-12-24T20:36:05.754673] [DEBUG] [MAG       ] Building data for symbol: POWI with lookback: 0
[2025-12-24T20:36:05.755600] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:05.755673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:05.757407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:05.757951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:05.758360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-24T20:36:05.760767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-24T20:36:05.762372] [DEBUG] [MAG       ] CHSCL: Last date is validated at 2025-12-24
[2025-12-24T20:36:05.778304] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:05.794816] [DEBUG] [MAG       ] PSX: Last date is validated at 2025-12-24
[2025-12-24T20:36:05.904027] [DEBUG] [MAG       ] CFFN: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:05.933850] [DEBUG] [MAG       ] CHSCL: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:05.960890] [DEBUG] [MAG       ] PSX: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:05.965810] [INFO ] [LOCAL     ] CFFN: Saved forecast.
[2025-12-24T20:36:05.965877] [INFO ] [main      ] CFFN: Signal=1 (Conf=90.0%), Magnitude=-0.83% (Conf=50.5708%)
[2025-12-24T20:36:05.966051] [INFO ] [main      ] Fetching symbol history for TERN...
[2025-12-24T20:36:05.966102] [DEBUG] [REMOTE    ] TERN: Fetching historical data.
[2025-12-24T20:36:05.967319] [INFO ] [main      ] Progress: 143/364 forecasts completed (39.3%). CFFN finished in 0.6s. ETA: 39.0s. Rate: 339.62 forecasts/min
[2025-12-24T20:36:05.977896] [DEBUG] [REMOTE    ] TERN: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:05.978836] [DEBUG] [LOCAL     ] Loaded configuration for TERN: 5 features, N/A% accuracy
[2025-12-24T20:36:05.978890] [INFO ] [LOCAL     ] TERN: Loaded 5 optimal features with 57.09% confidence from JSON config
[2025-12-24T20:36:05.978922] [DEBUG] [MAG       ] Building data for symbol: TERN with lookback: 0
[2025-12-24T20:36:05.979766] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:05.979829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:05.984852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-24T20:36:05.986315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-24T20:36:05.989180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-24T20:36:05.990672] [INFO ] [LOCAL     ] CHSCL: Saved forecast.
[2025-12-24T20:36:05.990739] [INFO ] [main      ] CHSCL: Signal=1 (Conf=90.0%), Magnitude=0.05% (Conf=51.456%)
[2025-12-24T20:36:05.991081] [INFO ] [main      ] Progress: 144/364 forecasts completed (39.6%). CHSCL finished in 0.6s. ETA: 38.6s. Rate: 341.68 forecasts/min
[2025-12-24T20:36:05.991206] [INFO ] [main      ] Fetching symbol history for FDUS...
[2025-12-24T20:36:05.991250] [DEBUG] [REMOTE    ] FDUS: Fetching historical data.
[2025-12-24T20:36:06.003267] [DEBUG] [REMOTE    ] FDUS: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:06.004359] [DEBUG] [LOCAL     ] Loaded configuration for FDUS: 3 features, N/A% accuracy
[2025-12-24T20:36:06.004413] [INFO ] [LOCAL     ] FDUS: Loaded 3 optimal features with 56.33% confidence from JSON config
[2025-12-24T20:36:06.004445] [DEBUG] [MAG       ] Building data for symbol: FDUS with lookback: 0
[2025-12-24T20:36:06.004418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-24T20:36:06.005248] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:36:06.005308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:06.006143] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:06.006972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:06.007477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:36:06.008843] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:06.083265] [INFO ] [LOCAL     ] PSX: Saved forecast.
[2025-12-24T20:36:06.083332] [INFO ] [main      ] PSX: Signal=1 (Conf=90.0%), Magnitude=1.58% (Conf=59.9376%)
[2025-12-24T20:36:06.083486] [INFO ] [main      ] Fetching symbol history for ASH...
[2025-12-24T20:36:06.083534] [DEBUG] [REMOTE    ] ASH: Fetching historical data.
[2025-12-24T20:36:06.083877] [INFO ] [main      ] Progress: 145/364 forecasts completed (39.8%). PSX finished in 0.7s. ETA: 38.3s. Rate: 342.79 forecasts/min
[2025-12-24T20:36:06.094881] [DEBUG] [REMOTE    ] ASH: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:06.095748] [DEBUG] [LOCAL     ] Loaded configuration for ASH: 1 features, N/A% accuracy
[2025-12-24T20:36:06.095805] [INFO ] [LOCAL     ] ASH: Loaded 1 optimal features with 39.98% confidence from JSON config
[2025-12-24T20:36:06.095836] [DEBUG] [MAG       ] Building data for symbol: ASH with lookback: 0
[2025-12-24T20:36:06.096615] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-24T20:36:06.096673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-24T20:36:06.098678] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:06.121855] [DEBUG] [MAG       ] POWI: Last date is validated at 2025-12-24
[2025-12-24T20:36:06.297364] [DEBUG] [MAG       ] POWI: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:06.396062] [DEBUG] [MAG       ] TERN: Last date is validated at 2025-12-24
[2025-12-24T20:36:06.399906] [DEBUG] [MAG       ] FDUS: Last date is validated at 2025-12-24
[2025-12-24T20:36:06.413830] [INFO ] [LOCAL     ] POWI: Saved forecast.
[2025-12-24T20:36:06.413911] [INFO ] [main      ] POWI: Signal=1 (Conf=90.0%), Magnitude=3.20% (Conf=59.1634%)
[2025-12-24T20:36:06.414302] [INFO ] [main      ] Fetching symbol history for EXP...
[2025-12-24T20:36:06.414361] [DEBUG] [REMOTE    ] EXP: Fetching historical data.
[2025-12-24T20:36:06.414700] [INFO ] [main      ] Progress: 146/364 forecasts completed (40.1%). POWI finished in 0.7s. ETA: 38.4s. Rate: 340.72 forecasts/min
[2025-12-24T20:36:06.426923] [DEBUG] [REMOTE    ] EXP: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:06.428029] [DEBUG] [LOCAL     ] Loaded configuration for EXP: 0 features, N/A% accuracy
[2025-12-24T20:36:06.428084] [INFO ] [LOCAL     ] EXP: Loaded 0 optimal features with 51.99% confidence from JSON config
[2025-12-24T20:36:06.428115] [DEBUG] [MAG       ] Building data for symbol: EXP with lookback: 0
[2025-12-24T20:36:06.428960] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-24T20:36:06.464072] [DEBUG] [MAG       ] ASH: Last date is validated at 2025-12-24
[2025-12-24T20:36:06.631995] [DEBUG] [MAG       ] TERN: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:06.641035] [DEBUG] [MAG       ] FDUS: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:06.671378] [DEBUG] [MAG       ] ASH: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:06.724545] [INFO ] [LOCAL     ] FDUS: Saved forecast.
[2025-12-24T20:36:06.724638] [INFO ] [main      ] FDUS: Signal=1 (Conf=90.0%), Magnitude=0.46% (Conf=56.3299%)
[2025-12-24T20:36:06.724818] [INFO ] [main      ] Fetching symbol history for SHEL...
[2025-12-24T20:36:06.724863] [DEBUG] [REMOTE    ] SHEL: Fetching historical data.
[2025-12-24T20:36:06.726086] [INFO ] [main      ] Progress: 147/364 forecasts completed (40.4%). FDUS finished in 0.7s. ETA: 38.4s. Rate: 338.94 forecasts/min
[2025-12-24T20:36:06.743366] [DEBUG] [REMOTE    ] SHEL: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:06.744598] [DEBUG] [LOCAL     ] Loaded configuration for SHEL: 4 features, N/A% accuracy
[2025-12-24T20:36:06.744683] [INFO ] [LOCAL     ] SHEL: Loaded 4 optimal features with 58.15% confidence from JSON config
[2025-12-24T20:36:06.744728] [DEBUG] [MAG       ] Building data for symbol: SHEL with lookback: 0
[2025-12-24T20:36:06.745902] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:06.746001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:06.752133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:06.755385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:36:06.770971] [INFO ] [LOCAL     ] TERN: Saved forecast.
[2025-12-24T20:36:06.771056] [INFO ] [main      ] TERN: Signal=1 (Conf=90.0%), Magnitude=-4.38% (Conf=57.0941%)
[2025-12-24T20:36:06.771272] [INFO ] [main      ] Fetching symbol history for FTSM...
[2025-12-24T20:36:06.771325] [DEBUG] [REMOTE    ] FTSM: Fetching historical data.
[2025-12-24T20:36:06.771957] [INFO ] [main      ] Progress: 148/364 forecasts completed (40.7%). TERN finished in 0.8s. ETA: 38.0s. Rate: 340.65 forecasts/min
[2025-12-24T20:36:06.787018] [DEBUG] [REMOTE    ] FTSM: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:06.788043] [DEBUG] [LOCAL     ] Loaded configuration for FTSM: 50 features, N/A% accuracy
[2025-12-24T20:36:06.788102] [INFO ] [LOCAL     ] FTSM: Loaded 50 optimal features with 14.50% confidence from JSON config
[2025-12-24T20:36:06.788135] [DEBUG] [MAG       ] Building data for symbol: FTSM with lookback: 0
[2025-12-24T20:36:06.789159] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-24T20:36:06.789303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:06.795479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:06.795639] [INFO ] [LOCAL     ] ASH: Saved forecast.
[2025-12-24T20:36:06.795742] [INFO ] [main      ] ASH: Signal=1 (Conf=90.0%), Magnitude=-1.16% (Conf=39.9818%)
[2025-12-24T20:36:06.795983] [INFO ] [main      ] Fetching symbol history for CM...
[2025-12-24T20:36:06.796050] [DEBUG] [REMOTE    ] CM: Fetching historical data.
[2025-12-24T20:36:06.796964] [INFO ] [main      ] Progress: 149/364 forecasts completed (40.9%). ASH finished in 0.7s. ETA: 37.7s. Rate: 342.62 forecasts/min
[2025-12-24T20:36:06.797524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:06.798439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:06.799041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:06.799630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:06.800808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:06.802040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:06.805810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:36:06.816556] [DEBUG] [REMOTE    ] CM: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:06.817683] [DEBUG] [LOCAL     ] Loaded configuration for CM: 5 features, N/A% accuracy
[2025-12-24T20:36:06.817762] [INFO ] [LOCAL     ] CM: Loaded 5 optimal features with 64.93% confidence from JSON config
[2025-12-24T20:36:06.817812] [DEBUG] [MAG       ] Building data for symbol: CM with lookback: 0
[2025-12-24T20:36:06.819097] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:06.819198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:06.821925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:06.822763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:06.823444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:06.824050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:06.825262] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:06.893677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-24T20:36:06.893707] [DEBUG] [MAG       ] EXP: Last date is validated at 2025-12-24
[2025-12-24T20:36:06.897696] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:06.972445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:36:06.975612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:36:07.028116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-24T20:36:07.029676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-24T20:36:07.086669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-24T20:36:07.087838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:36:07.089426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-24T20:36:07.106495] [DEBUG] [MAG       ] EXP: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:07.181788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-24T20:36:07.182951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-24T20:36:07.185197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-24T20:36:07.188718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-24T20:36:07.190142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-24T20:36:07.192638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-24T20:36:07.193607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-24T20:36:07.199059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-24T20:36:07.200634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-24T20:36:07.202278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-24T20:36:07.204188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-24T20:36:07.207934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-24T20:36:07.208909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-24T20:36:07.209818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-24T20:36:07.212424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-24T20:36:07.213815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-24T20:36:07.214691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-24T20:36:07.215528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-24T20:36:07.216384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-24T20:36:07.220033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-24T20:36:07.222539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-24T20:36:07.225771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-24T20:36:07.228657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-24T20:36:07.233442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-24T20:36:07.252040] [INFO ] [LOCAL     ] EXP: Saved forecast.
[2025-12-24T20:36:07.252130] [INFO ] [main      ] EXP: Signal=1 (Conf=90.0%), Magnitude=0.91% (Conf=51.9851%)
[2025-12-24T20:36:07.252614] [INFO ] [main      ] Fetching symbol history for WLDS...
[2025-12-24T20:36:07.252678] [DEBUG] [REMOTE    ] WLDS: Fetching historical data.
[2025-12-24T20:36:07.252684] [INFO ] [main      ] Progress: 150/364 forecasts completed (41.2%). EXP finished in 0.8s. ETA: 37.9s. Rate: 339.00 forecasts/min
[2025-12-24T20:36:07.255322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-24T20:36:07.257030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-24T20:36:07.259222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-24T20:36:07.260236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-24T20:36:07.262507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-24T20:36:07.264810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-24T20:36:07.266050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-24T20:36:07.267668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-24T20:36:07.269282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-24T20:36:07.269498] [DEBUG] [REMOTE    ] WLDS: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:07.271006] [DEBUG] [LOCAL     ] Loaded configuration for WLDS: 2 features, N/A% accuracy
[2025-12-24T20:36:07.271086] [INFO ] [LOCAL     ] WLDS: Loaded 2 optimal features with 46.25% confidence from JSON config
[2025-12-24T20:36:07.271140] [DEBUG] [MAG       ] Building data for symbol: WLDS with lookback: 0
[2025-12-24T20:36:07.272012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-24T20:36:07.272411] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-24T20:36:07.272497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-24T20:36:07.274160] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:07.278999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-24T20:36:07.282019] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:07.353995] [DEBUG] [MAG       ] CM: Last date is validated at 2025-12-24
[2025-12-24T20:36:07.425451] [DEBUG] [MAG       ] SHEL: Last date is validated at 2025-12-24
[2025-12-24T20:36:07.592937] [DEBUG] [MAG       ] CM: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:07.608205] [DEBUG] [MAG       ] SHEL: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:07.673771] [DEBUG] [MAG       ] WLDS: Last date is validated at 2025-12-24
[2025-12-24T20:36:07.686272] [INFO ] [LOCAL     ] CM: Saved forecast.
[2025-12-24T20:36:07.686356] [INFO ] [main      ] CM: Signal=1 (Conf=90.0%), Magnitude=1.14% (Conf=64.9339%)
[2025-12-24T20:36:07.686533] [INFO ] [main      ] Fetching symbol history for EVF...
[2025-12-24T20:36:07.686596] [DEBUG] [REMOTE    ] EVF: Fetching historical data.
[2025-12-24T20:36:07.687830] [INFO ] [main      ] Progress: 151/364 forecasts completed (41.5%). CM finished in 0.9s. ETA: 38.1s. Rate: 335.76 forecasts/min
[2025-12-24T20:36:07.699099] [DEBUG] [REMOTE    ] EVF: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:07.700020] [DEBUG] [LOCAL     ] Loaded configuration for EVF: 4 features, N/A% accuracy
[2025-12-24T20:36:07.700077] [INFO ] [LOCAL     ] EVF: Loaded 4 optimal features with 41.33% confidence from JSON config
[2025-12-24T20:36:07.700108] [DEBUG] [MAG       ] Building data for symbol: EVF with lookback: 0
[2025-12-24T20:36:07.700967] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:07.701029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:07.706146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:07.708091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:07.708627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-24T20:36:07.716872] [DEBUG] [MAG       ] FTSM: Last date is validated at 2025-12-24
[2025-12-24T20:36:07.720260] [INFO ] [LOCAL     ] SHEL: Saved forecast.
[2025-12-24T20:36:07.720333] [INFO ] [main      ] SHEL: Signal=1 (Conf=90.0%), Magnitude=0.37% (Conf=58.1507%)
[2025-12-24T20:36:07.720699] [INFO ] [main      ] Fetching symbol history for CIF...
[2025-12-24T20:36:07.720765] [DEBUG] [REMOTE    ] CIF: Fetching historical data.
[2025-12-24T20:36:07.721797] [INFO ] [main      ] Progress: 152/364 forecasts completed (41.8%). SHEL finished in 1.0s. ETA: 37.7s. Rate: 337.56 forecasts/min
[2025-12-24T20:36:07.726133] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:07.734027] [DEBUG] [REMOTE    ] CIF: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:07.735024] [DEBUG] [LOCAL     ] Loaded configuration for CIF: 0 features, N/A% accuracy
[2025-12-24T20:36:07.735081] [INFO ] [LOCAL     ] CIF: Loaded 0 optimal features with 16.43% confidence from JSON config
[2025-12-24T20:36:07.735124] [DEBUG] [MAG       ] Building data for symbol: CIF with lookback: 0
[2025-12-24T20:36:07.736064] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-24T20:36:07.849413] [DEBUG] [MAG       ] WLDS: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:07.887145] [DEBUG] [MAG       ] FTSM: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:07.941472] [INFO ] [LOCAL     ] WLDS: Saved forecast.
[2025-12-24T20:36:07.941540] [INFO ] [main      ] WLDS: Signal=1 (Conf=90.0%), Magnitude=-4.70% (Conf=46.2523%)
[2025-12-24T20:36:07.941903] [INFO ] [main      ] Fetching symbol history for FMN...
[2025-12-24T20:36:07.941956] [DEBUG] [REMOTE    ] FMN: Fetching historical data.
[2025-12-24T20:36:07.942665] [INFO ] [main      ] Progress: 153/364 forecasts completed (42.0%). WLDS finished in 0.7s. ETA: 37.6s. Rate: 337.02 forecasts/min
[2025-12-24T20:36:07.953387] [DEBUG] [REMOTE    ] FMN: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:07.954276] [DEBUG] [LOCAL     ] Loaded configuration for FMN: 1 features, N/A% accuracy
[2025-12-24T20:36:07.954334] [INFO ] [LOCAL     ] FMN: Loaded 1 optimal features with 46.74% confidence from JSON config
[2025-12-24T20:36:07.954365] [DEBUG] [MAG       ] Building data for symbol: FMN with lookback: 0
[2025-12-24T20:36:07.955160] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-24T20:36:07.955218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:07.960401] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:08.071957] [DEBUG] [MAG       ] EVF: Last date is validated at 2025-12-24
[2025-12-24T20:36:08.085145] [DEBUG] [MAG       ] CIF: Last date is validated at 2025-12-24
[2025-12-24T20:36:08.156995] [INFO ] [LOCAL     ] FTSM: Saved forecast.
[2025-12-24T20:36:08.157060] [INFO ] [main      ] FTSM: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.4978%)
[2025-12-24T20:36:08.157243] [INFO ] [main      ] Fetching symbol history for PLUG...
[2025-12-24T20:36:08.157288] [DEBUG] [REMOTE    ] PLUG: Fetching historical data.
[2025-12-24T20:36:08.158666] [INFO ] [main      ] Progress: 154/364 forecasts completed (42.3%). FTSM finished in 1.4s. ETA: 37.4s. Rate: 336.56 forecasts/min
[2025-12-24T20:36:08.170722] [DEBUG] [REMOTE    ] PLUG: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:08.171841] [DEBUG] [LOCAL     ] Loaded configuration for PLUG: 4 features, N/A% accuracy
[2025-12-24T20:36:08.171902] [INFO ] [LOCAL     ] PLUG: Loaded 4 optimal features with 56.33% confidence from JSON config
[2025-12-24T20:36:08.171936] [DEBUG] [MAG       ] Building data for symbol: PLUG with lookback: 0
[2025-12-24T20:36:08.172814] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:08.172875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:08.178912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:08.180873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:08.181388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:08.182190] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:08.252129] [DEBUG] [MAG       ] EVF: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:08.258515] [DEBUG] [MAG       ] CIF: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:08.305503] [INFO ] [LOCAL     ] CIF: Saved forecast.
[2025-12-24T20:36:08.305587] [INFO ] [main      ] CIF: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=16.4296%)
[2025-12-24T20:36:08.305953] [INFO ] [main      ] Progress: 155/364 forecasts completed (42.6%). CIF finished in 0.6s. ETA: 37.2s. Rate: 336.93 forecasts/min
[2025-12-24T20:36:08.306082] [INFO ] [main      ] Fetching symbol history for CHSCN...
[2025-12-24T20:36:08.306127] [DEBUG] [REMOTE    ] CHSCN: Fetching historical data.
[2025-12-24T20:36:08.311445] [INFO ] [LOCAL     ] EVF: Saved forecast.
[2025-12-24T20:36:08.311514] [INFO ] [main      ] EVF: Signal=1 (Conf=90.0%), Magnitude=-0.24% (Conf=41.3252%)
[2025-12-24T20:36:08.312138] [INFO ] [main      ] Fetching symbol history for CPK...
[2025-12-24T20:36:08.312190] [DEBUG] [REMOTE    ] CPK: Fetching historical data.
[2025-12-24T20:36:08.312145] [INFO ] [main      ] Progress: 156/364 forecasts completed (42.9%). EVF finished in 0.6s. ETA: 36.8s. Rate: 339.03 forecasts/min
[2025-12-24T20:36:08.319131] [DEBUG] [REMOTE    ] CHSCN: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:08.320516] [DEBUG] [LOCAL     ] Loaded configuration for CHSCN: 6 features, N/A% accuracy
[2025-12-24T20:36:08.320568] [INFO ] [LOCAL     ] CHSCN: Loaded 6 optimal features with 33.61% confidence from JSON config
[2025-12-24T20:36:08.320620] [DEBUG] [MAG       ] Building data for symbol: CHSCN with lookback: 0
[2025-12-24T20:36:08.321446] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:08.321508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:08.323305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:08.323844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:08.324248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:08.324843] [DEBUG] [REMOTE    ] CPK: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:08.325142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:36:08.325729] [DEBUG] [LOCAL     ] Loaded configuration for CPK: 9 features, N/A% accuracy
[2025-12-24T20:36:08.325782] [INFO ] [LOCAL     ] CPK: Loaded 9 optimal features with 69.73% confidence from JSON config
[2025-12-24T20:36:08.325812] [DEBUG] [MAG       ] Building data for symbol: CPK with lookback: 0
[2025-12-24T20:36:08.326565] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-24T20:36:08.326645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:08.331416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:08.333182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:08.333709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:08.334220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-24T20:36:08.335470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:36:08.336986] [DEBUG] [MAG       ] FMN: Last date is validated at 2025-12-24
[2025-12-24T20:36:08.337130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-24T20:36:08.338549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-24T20:36:08.340002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-24T20:36:08.342510] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:08.434229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-24T20:36:08.435416] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:08.511930] [DEBUG] [MAG       ] FMN: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:08.525464] [DEBUG] [MAG       ] PLUG: Last date is validated at 2025-12-24
[2025-12-24T20:36:08.567558] [INFO ] [LOCAL     ] FMN: Saved forecast.
[2025-12-24T20:36:08.567652] [INFO ] [main      ] FMN: Signal=1 (Conf=90.0%), Magnitude=-0.91% (Conf=46.7447%)
[2025-12-24T20:36:08.568130] [INFO ] [main      ] Fetching symbol history for NRC...
[2025-12-24T20:36:08.568190] [DEBUG] [REMOTE    ] NRC: Fetching historical data.
[2025-12-24T20:36:08.568346] [INFO ] [main      ] Progress: 157/364 forecasts completed (43.1%). FMN finished in 0.6s. ETA: 36.7s. Rate: 338.07 forecasts/min
[2025-12-24T20:36:08.581066] [DEBUG] [REMOTE    ] NRC: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:08.581995] [DEBUG] [LOCAL     ] Loaded configuration for NRC: 8 features, N/A% accuracy
[2025-12-24T20:36:08.582056] [INFO ] [LOCAL     ] NRC: Loaded 8 optimal features with 52.05% confidence from JSON config
[2025-12-24T20:36:08.582088] [DEBUG] [MAG       ] Building data for symbol: NRC with lookback: 0
[2025-12-24T20:36:08.582947] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-24T20:36:08.583010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:08.584793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:08.585364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:08.585836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:08.586273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:08.588912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:36:08.628460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-24T20:36:08.630288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-24T20:36:08.631966] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:08.689919] [DEBUG] [MAG       ] CPK: Last date is validated at 2025-12-24
[2025-12-24T20:36:08.698015] [DEBUG] [MAG       ] PLUG: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:08.757940] [INFO ] [LOCAL     ] PLUG: Saved forecast.
[2025-12-24T20:36:08.758008] [INFO ] [main      ] PLUG: Signal=1 (Conf=90.0%), Magnitude=11.78% (Conf=56.3261%)
[2025-12-24T20:36:08.758172] [INFO ] [main      ] Fetching symbol history for NOMD...
[2025-12-24T20:36:08.758217] [DEBUG] [REMOTE    ] NOMD: Fetching historical data.
[2025-12-24T20:36:08.759663] [INFO ] [main      ] Progress: 158/364 forecasts completed (43.4%). PLUG finished in 0.6s. ETA: 36.6s. Rate: 337.90 forecasts/min
[2025-12-24T20:36:08.770818] [DEBUG] [REMOTE    ] NOMD: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:08.772085] [DEBUG] [LOCAL     ] Loaded configuration for NOMD: 6 features, N/A% accuracy
[2025-12-24T20:36:08.772136] [INFO ] [LOCAL     ] NOMD: Loaded 6 optimal features with 57.11% confidence from JSON config
[2025-12-24T20:36:08.772167] [DEBUG] [MAG       ] Building data for symbol: NOMD with lookback: 0
[2025-12-24T20:36:08.772954] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:08.773016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:08.778359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:36:08.781749] [DEBUG] [MAG       ] CHSCN: Last date is validated at 2025-12-24
[2025-12-24T20:36:08.818924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-24T20:36:08.820108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:36:08.821332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-24T20:36:08.823352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-24T20:36:08.824027] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:08.869062] [DEBUG] [MAG       ] CPK: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:08.949281] [DEBUG] [MAG       ] CHSCN: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:08.974763] [INFO ] [LOCAL     ] CPK: Saved forecast.
[2025-12-24T20:36:08.974859] [INFO ] [main      ] CPK: Signal=1 (Conf=90.0%), Magnitude=-0.85% (Conf=69.7337%)
[2025-12-24T20:36:08.975070] [INFO ] [main      ] Fetching symbol history for CE...
[2025-12-24T20:36:08.975129] [DEBUG] [REMOTE    ] CE: Fetching historical data.
[2025-12-24T20:36:08.976026] [INFO ] [main      ] Progress: 159/364 forecasts completed (43.7%). CPK finished in 0.7s. ETA: 36.5s. Rate: 337.44 forecasts/min
[2025-12-24T20:36:08.981368] [DEBUG] [MAG       ] NRC: Last date is validated at 2025-12-24
[2025-12-24T20:36:08.987749] [DEBUG] [REMOTE    ] CE: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:08.988664] [DEBUG] [LOCAL     ] Loaded configuration for CE: 6 features, N/A% accuracy
[2025-12-24T20:36:08.988725] [INFO ] [LOCAL     ] CE: Loaded 6 optimal features with 45.32% confidence from JSON config
[2025-12-24T20:36:08.988757] [DEBUG] [MAG       ] Building data for symbol: CE with lookback: 0
[2025-12-24T20:36:08.989605] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:08.989666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:08.994629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:08.996414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:08.996922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:08.997363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:08.999770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:36:09.001463] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:09.007062] [INFO ] [LOCAL     ] CHSCN: Saved forecast.
[2025-12-24T20:36:09.007135] [INFO ] [main      ] CHSCN: Signal=1 (Conf=90.0%), Magnitude=-0.22% (Conf=33.6073%)
[2025-12-24T20:36:09.007317] [INFO ] [main      ] Fetching symbol history for KFY...
[2025-12-24T20:36:09.007360] [DEBUG] [REMOTE    ] KFY: Fetching historical data.
[2025-12-24T20:36:09.008318] [INFO ] [main      ] Progress: 160/364 forecasts completed (44.0%). CHSCN finished in 0.7s. ETA: 36.1s. Rate: 339.17 forecasts/min
[2025-12-24T20:36:09.019968] [DEBUG] [REMOTE    ] KFY: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:09.021287] [DEBUG] [LOCAL     ] Loaded configuration for KFY: 5 features, N/A% accuracy
[2025-12-24T20:36:09.021347] [INFO ] [LOCAL     ] KFY: Loaded 5 optimal features with 55.48% confidence from JSON config
[2025-12-24T20:36:09.021377] [DEBUG] [MAG       ] Building data for symbol: KFY with lookback: 0
[2025-12-24T20:36:09.022171] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:09.022563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:09.024233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:09.024756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:09.025147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-24T20:36:09.027964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-24T20:36:09.030033] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:09.153444] [DEBUG] [MAG       ] NRC: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:09.170310] [DEBUG] [MAG       ] NOMD: Last date is validated at 2025-12-24
[2025-12-24T20:36:09.312628] [INFO ] [LOCAL     ] NRC: Saved forecast.
[2025-12-24T20:36:09.312711] [INFO ] [main      ] NRC: Signal=1 (Conf=90.0%), Magnitude=-0.32% (Conf=52.0521%)
[2025-12-24T20:36:09.313064] [INFO ] [main      ] Fetching symbol history for MCK...
[2025-12-24T20:36:09.313114] [DEBUG] [REMOTE    ] MCK: Fetching historical data.
[2025-12-24T20:36:09.313657] [INFO ] [main      ] Progress: 161/364 forecasts completed (44.2%). NRC finished in 0.7s. ETA: 36.1s. Rate: 337.65 forecasts/min
[2025-12-24T20:36:09.325865] [DEBUG] [REMOTE    ] MCK: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:09.326959] [DEBUG] [LOCAL     ] Loaded configuration for MCK: 5 features, N/A% accuracy
[2025-12-24T20:36:09.327011] [INFO ] [LOCAL     ] MCK: Loaded 5 optimal features with 50.11% confidence from JSON config
[2025-12-24T20:36:09.327042] [DEBUG] [MAG       ] Building data for symbol: MCK with lookback: 0
[2025-12-24T20:36:09.328062] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:09.328122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:09.333106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-24T20:36:09.334127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-24T20:36:09.335926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-24T20:36:09.336626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-24T20:36:09.337908] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:09.341823] [DEBUG] [MAG       ] NOMD: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:09.373374] [DEBUG] [MAG       ] KFY: Last date is validated at 2025-12-24
[2025-12-24T20:36:09.416187] [INFO ] [LOCAL     ] NOMD: Saved forecast.
[2025-12-24T20:36:09.416252] [INFO ] [main      ] NOMD: Signal=1 (Conf=90.0%), Magnitude=1.50% (Conf=57.1138%)
[2025-12-24T20:36:09.416416] [INFO ] [main      ] Fetching symbol history for CTBB...
[2025-12-24T20:36:09.416531] [DEBUG] [REMOTE    ] CTBB: Fetching historical data.
[2025-12-24T20:36:09.419457] [INFO ] [main      ] Progress: 162/364 forecasts completed (44.5%). NOMD finished in 0.7s. ETA: 35.8s. Rate: 338.50 forecasts/min
[2025-12-24T20:36:09.427920] [DEBUG] [REMOTE    ] CTBB: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:09.429817] [DEBUG] [LOCAL     ] Loaded configuration for CTBB: 4 features, N/A% accuracy
[2025-12-24T20:36:09.429929] [INFO ] [LOCAL     ] CTBB: Loaded 4 optimal features with 65.02% confidence from JSON config
[2025-12-24T20:36:09.429991] [DEBUG] [MAG       ] Building data for symbol: CTBB with lookback: 0
[2025-12-24T20:36:09.430883] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:09.430942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:09.435664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:36:09.436963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-24T20:36:09.438900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-24T20:36:09.441623] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:09.464412] [DEBUG] [MAG       ] CE: Last date is validated at 2025-12-24
[2025-12-24T20:36:09.564003] [DEBUG] [MAG       ] KFY: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:09.634091] [DEBUG] [MAG       ] CE: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:09.658144] [INFO ] [LOCAL     ] KFY: Saved forecast.
[2025-12-24T20:36:09.658222] [INFO ] [main      ] KFY: Signal=1 (Conf=90.0%), Magnitude=2.14% (Conf=55.4778%)
[2025-12-24T20:36:09.658832] [INFO ] [main      ] Progress: 163/364 forecasts completed (44.8%). KFY finished in 0.7s. ETA: 35.7s. Rate: 337.77 forecasts/min
[2025-12-24T20:36:09.658943] [INFO ] [main      ] Fetching symbol history for ATRC...
[2025-12-24T20:36:09.658987] [DEBUG] [REMOTE    ] ATRC: Fetching historical data.
[2025-12-24T20:36:09.672475] [DEBUG] [REMOTE    ] ATRC: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:09.673635] [DEBUG] [LOCAL     ] Loaded configuration for ATRC: 1 features, N/A% accuracy
[2025-12-24T20:36:09.673689] [INFO ] [LOCAL     ] ATRC: Loaded 1 optimal features with 65.58% confidence from JSON config
[2025-12-24T20:36:09.673720] [DEBUG] [MAG       ] Building data for symbol: ATRC with lookback: 0
[2025-12-24T20:36:09.674512] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-24T20:36:09.674591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-24T20:36:09.675721] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:09.758166] [DEBUG] [MAG       ] MCK: Last date is validated at 2025-12-24
[2025-12-24T20:36:09.765309] [INFO ] [LOCAL     ] CE: Saved forecast.
[2025-12-24T20:36:09.765387] [INFO ] [main      ] CE: Signal=1 (Conf=90.0%), Magnitude=5.90% (Conf=45.3206%)
[2025-12-24T20:36:09.765758] [INFO ] [main      ] Fetching symbol history for BDTX...
[2025-12-24T20:36:09.765818] [DEBUG] [REMOTE    ] BDTX: Fetching historical data.
[2025-12-24T20:36:09.766680] [INFO ] [main      ] Progress: 164/364 forecasts completed (45.1%). CE finished in 0.8s. ETA: 35.4s. Rate: 338.58 forecasts/min
[2025-12-24T20:36:09.777393] [DEBUG] [REMOTE    ] BDTX: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:09.778287] [DEBUG] [LOCAL     ] Loaded configuration for BDTX: 3 features, N/A% accuracy
[2025-12-24T20:36:09.778340] [INFO ] [LOCAL     ] BDTX: Loaded 3 optimal features with 48.14% confidence from JSON config
[2025-12-24T20:36:09.778371] [DEBUG] [MAG       ] Building data for symbol: BDTX with lookback: 0
[2025-12-24T20:36:09.779182] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:36:09.779248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:09.784192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:09.785554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:36:09.787320] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:09.788131] [DEBUG] [MAG       ] CTBB: Last date is validated at 2025-12-24
[2025-12-24T20:36:09.945148] [DEBUG] [MAG       ] MCK: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:09.956204] [DEBUG] [MAG       ] CTBB: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:10.022084] [INFO ] [LOCAL     ] CTBB: Saved forecast.
[2025-12-24T20:36:10.022154] [INFO ] [main      ] CTBB: Signal=1 (Conf=90.0%), Magnitude=-0.71% (Conf=65.0245%)
[2025-12-24T20:36:10.022323] [INFO ] [main      ] Fetching symbol history for BLCN...
[2025-12-24T20:36:10.022366] [DEBUG] [REMOTE    ] BLCN: Fetching historical data.
[2025-12-24T20:36:10.023659] [INFO ] [main      ] Progress: 165/364 forecasts completed (45.3%). CTBB finished in 0.6s. ETA: 35.4s. Rate: 337.66 forecasts/min
[2025-12-24T20:36:10.025879] [DEBUG] [MAG       ] ATRC: Last date is validated at 2025-12-24
[2025-12-24T20:36:10.034214] [DEBUG] [REMOTE    ] BLCN: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:10.035143] [DEBUG] [LOCAL     ] Loaded configuration for BLCN: 0 features, N/A% accuracy
[2025-12-24T20:36:10.035195] [INFO ] [LOCAL     ] BLCN: Loaded 0 optimal features with 48.47% confidence from JSON config
[2025-12-24T20:36:10.035230] [DEBUG] [MAG       ] Building data for symbol: BLCN with lookback: 0
[2025-12-24T20:36:10.036020] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-24T20:36:10.125002] [INFO ] [LOCAL     ] MCK: Saved forecast.
[2025-12-24T20:36:10.125070] [INFO ] [main      ] MCK: Signal=1 (Conf=90.0%), Magnitude=1.08% (Conf=50.1135%)
[2025-12-24T20:36:10.125405] [INFO ] [main      ] Fetching symbol history for MSBI...
[2025-12-24T20:36:10.125455] [DEBUG] [REMOTE    ] MSBI: Fetching historical data.
[2025-12-24T20:36:10.125666] [INFO ] [main      ] Progress: 166/364 forecasts completed (45.6%). MCK finished in 0.8s. ETA: 35.1s. Rate: 338.53 forecasts/min
[2025-12-24T20:36:10.137740] [DEBUG] [REMOTE    ] MSBI: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:10.138824] [DEBUG] [LOCAL     ] Loaded configuration for MSBI: 8 features, N/A% accuracy
[2025-12-24T20:36:10.138877] [INFO ] [LOCAL     ] MSBI: Loaded 8 optimal features with 41.70% confidence from JSON config
[2025-12-24T20:36:10.138908] [DEBUG] [MAG       ] Building data for symbol: MSBI with lookback: 0
[2025-12-24T20:36:10.139722] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-24T20:36:10.139783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:10.144561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:10.146361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:10.146872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:10.147336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:10.147744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-24T20:36:10.150753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-24T20:36:10.152085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-24T20:36:10.153672] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:10.169633] [DEBUG] [MAG       ] BDTX: Last date is validated at 2025-12-24
[2025-12-24T20:36:10.210766] [DEBUG] [MAG       ] ATRC: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:10.294349] [INFO ] [LOCAL     ] ATRC: Saved forecast.
[2025-12-24T20:36:10.294415] [INFO ] [main      ] ATRC: Signal=1 (Conf=90.0%), Magnitude=-2.84% (Conf=65.5839%)
[2025-12-24T20:36:10.294755] [INFO ] [main      ] Fetching symbol history for BHFAO...
[2025-12-24T20:36:10.294805] [DEBUG] [REMOTE    ] BHFAO: Fetching historical data.
[2025-12-24T20:36:10.295786] [INFO ] [main      ] Progress: 167/364 forecasts completed (45.9%). ATRC finished in 0.6s. ETA: 34.9s. Rate: 338.61 forecasts/min
[2025-12-24T20:36:10.311169] [DEBUG] [REMOTE    ] BHFAO: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:10.312293] [DEBUG] [LOCAL     ] Loaded configuration for BHFAO: 4 features, N/A% accuracy
[2025-12-24T20:36:10.312344] [INFO ] [LOCAL     ] BHFAO: Loaded 4 optimal features with 50.64% confidence from JSON config
[2025-12-24T20:36:10.312375] [DEBUG] [MAG       ] Building data for symbol: BHFAO with lookback: 0
[2025-12-24T20:36:10.313194] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:10.313265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:10.318113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-24T20:36:10.319984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-24T20:36:10.320669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-24T20:36:10.322031] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:10.349680] [DEBUG] [MAG       ] BDTX: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:10.387487] [DEBUG] [MAG       ] BLCN: Last date is validated at 2025-12-24
[2025-12-24T20:36:10.410719] [INFO ] [LOCAL     ] BDTX: Saved forecast.
[2025-12-24T20:36:10.410790] [INFO ] [main      ] BDTX: Signal=1 (Conf=90.0%), Magnitude=3.86% (Conf=48.1351%)
[2025-12-24T20:36:10.411186] [INFO ] [main      ] Fetching symbol history for RMM...
[2025-12-24T20:36:10.411238] [DEBUG] [REMOTE    ] RMM: Fetching historical data.
[2025-12-24T20:36:10.411677] [INFO ] [main      ] Progress: 168/364 forecasts completed (46.2%). BDTX finished in 0.6s. ETA: 34.7s. Rate: 339.31 forecasts/min
[2025-12-24T20:36:10.424963] [DEBUG] [REMOTE    ] RMM: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:10.426084] [DEBUG] [LOCAL     ] Loaded configuration for RMM: 4 features, N/A% accuracy
[2025-12-24T20:36:10.426137] [INFO ] [LOCAL     ] RMM: Loaded 4 optimal features with 60.72% confidence from JSON config
[2025-12-24T20:36:10.426167] [DEBUG] [MAG       ] Building data for symbol: RMM with lookback: 0
[2025-12-24T20:36:10.426966] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:10.427025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-24T20:36:10.429763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-24T20:36:10.431380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-24T20:36:10.433760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-24T20:36:10.434867] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:10.502839] [DEBUG] [MAG       ] MSBI: Last date is validated at 2025-12-24
[2025-12-24T20:36:10.565524] [DEBUG] [MAG       ] BLCN: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:10.640049] [INFO ] [LOCAL     ] BLCN: Saved forecast.
[2025-12-24T20:36:10.640127] [INFO ] [main      ] BLCN: Signal=1 (Conf=90.0%), Magnitude=-0.33% (Conf=48.4718%)
[2025-12-24T20:36:10.640316] [INFO ] [main      ] Fetching symbol history for MCRI...
[2025-12-24T20:36:10.640373] [DEBUG] [REMOTE    ] MCRI: Fetching historical data.
[2025-12-24T20:36:10.641673] [INFO ] [main      ] Progress: 169/364 forecasts completed (46.4%). BLCN finished in 0.6s. ETA: 34.5s. Rate: 338.71 forecasts/min
[2025-12-24T20:36:10.654922] [DEBUG] [REMOTE    ] MCRI: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:10.656058] [DEBUG] [LOCAL     ] Loaded configuration for MCRI: 8 features, N/A% accuracy
[2025-12-24T20:36:10.656116] [INFO ] [LOCAL     ] MCRI: Loaded 8 optimal features with 51.72% confidence from JSON config
[2025-12-24T20:36:10.656147] [DEBUG] [MAG       ] Building data for symbol: MCRI with lookback: 0
[2025-12-24T20:36:10.656943] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-24T20:36:10.657004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:10.658663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:10.659178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:10.659673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:10.660059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-24T20:36:10.660697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-24T20:36:10.662830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-24T20:36:10.666665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-24T20:36:10.667730] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:10.673764] [DEBUG] [MAG       ] MSBI: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:10.757948] [INFO ] [LOCAL     ] MSBI: Saved forecast.
[2025-12-24T20:36:10.758012] [INFO ] [main      ] MSBI: Signal=1 (Conf=90.0%), Magnitude=1.61% (Conf=41.7043%)
[2025-12-24T20:36:10.758584] [INFO ] [main      ] Fetching symbol history for SVC...
[2025-12-24T20:36:10.758636] [DEBUG] [REMOTE    ] SVC: Fetching historical data.
[2025-12-24T20:36:10.758651] [INFO ] [main      ] Progress: 170/364 forecasts completed (46.7%). MSBI finished in 0.6s. ETA: 34.3s. Rate: 339.38 forecasts/min
[2025-12-24T20:36:10.764559] [DEBUG] [MAG       ] BHFAO: Last date is validated at 2025-12-24
[2025-12-24T20:36:10.769980] [DEBUG] [REMOTE    ] SVC: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:10.770933] [DEBUG] [LOCAL     ] Loaded configuration for SVC: 3 features, N/A% accuracy
[2025-12-24T20:36:10.770985] [INFO ] [LOCAL     ] SVC: Loaded 3 optimal features with 63.33% confidence from JSON config
[2025-12-24T20:36:10.771015] [DEBUG] [MAG       ] Building data for symbol: SVC with lookback: 0
[2025-12-24T20:36:10.771791] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:36:10.771850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:10.776997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:36:10.795054] [DEBUG] [MAG       ] RMM: Last date is validated at 2025-12-24
[2025-12-24T20:36:10.884415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-24T20:36:10.890380] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:10.937018] [DEBUG] [MAG       ] BHFAO: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:10.967094] [DEBUG] [MAG       ] RMM: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:11.004824] [DEBUG] [MAG       ] MCRI: Last date is validated at 2025-12-24
[2025-12-24T20:36:11.007205] [INFO ] [LOCAL     ] BHFAO: Saved forecast.
[2025-12-24T20:36:11.007273] [INFO ] [main      ] BHFAO: Signal=1 (Conf=90.0%), Magnitude=1.07% (Conf=50.639%)
[2025-12-24T20:36:11.007739] [INFO ] [main      ] Fetching symbol history for MHK...
[2025-12-24T20:36:11.007791] [DEBUG] [REMOTE    ] MHK: Fetching historical data.
[2025-12-24T20:36:11.008645] [INFO ] [main      ] Progress: 171/364 forecasts completed (47.0%). BHFAO finished in 0.7s. ETA: 34.2s. Rate: 338.56 forecasts/min
[2025-12-24T20:36:11.020310] [DEBUG] [REMOTE    ] MHK: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:11.021144] [DEBUG] [LOCAL     ] Loaded configuration for MHK: 4 features, N/A% accuracy
[2025-12-24T20:36:11.021194] [INFO ] [LOCAL     ] MHK: Loaded 4 optimal features with 52.60% confidence from JSON config
[2025-12-24T20:36:11.021224] [DEBUG] [MAG       ] Building data for symbol: MHK with lookback: 0
[2025-12-24T20:36:11.022203] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:11.022263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:36:11.024062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-24T20:36:11.024918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-24T20:36:11.026022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-24T20:36:11.029130] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:11.032354] [INFO ] [LOCAL     ] RMM: Saved forecast.
[2025-12-24T20:36:11.032431] [INFO ] [main      ] RMM: Signal=1 (Conf=90.0%), Magnitude=-0.35% (Conf=60.7163%)
[2025-12-24T20:36:11.032615] [INFO ] [main      ] Fetching symbol history for ACCO...
[2025-12-24T20:36:11.032661] [DEBUG] [REMOTE    ] ACCO: Fetching historical data.
[2025-12-24T20:36:11.034682] [INFO ] [main      ] Progress: 172/364 forecasts completed (47.3%). RMM finished in 0.6s. ETA: 33.9s. Rate: 340.25 forecasts/min
[2025-12-24T20:36:11.044896] [DEBUG] [REMOTE    ] ACCO: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:11.045872] [DEBUG] [LOCAL     ] Loaded configuration for ACCO: 9 features, N/A% accuracy
[2025-12-24T20:36:11.045930] [INFO ] [LOCAL     ] ACCO: Loaded 9 optimal features with 55.69% confidence from JSON config
[2025-12-24T20:36:11.045962] [DEBUG] [MAG       ] Building data for symbol: ACCO with lookback: 0
[2025-12-24T20:36:11.046791] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-24T20:36:11.046855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:11.052447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:11.054245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:11.054738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:11.055168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:11.055989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:11.058220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-24T20:36:11.059373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-24T20:36:11.060068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-24T20:36:11.060738] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:11.182696] [DEBUG] [MAG       ] MCRI: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:11.258716] [DEBUG] [MAG       ] SVC: Last date is validated at 2025-12-24
[2025-12-24T20:36:11.306552] [INFO ] [LOCAL     ] MCRI: Saved forecast.
[2025-12-24T20:36:11.306644] [INFO ] [main      ] MCRI: Signal=1 (Conf=90.0%), Magnitude=-0.94% (Conf=51.7198%)
[2025-12-24T20:36:11.306804] [INFO ] [main      ] Fetching symbol history for PLD...
[2025-12-24T20:36:11.306847] [DEBUG] [REMOTE    ] PLD: Fetching historical data.
[2025-12-24T20:36:11.307949] [INFO ] [main      ] Progress: 173/364 forecasts completed (47.5%). MCRI finished in 0.7s. ETA: 33.8s. Rate: 339.17 forecasts/min
[2025-12-24T20:36:11.318019] [DEBUG] [REMOTE    ] PLD: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:11.319053] [DEBUG] [LOCAL     ] Loaded configuration for PLD: 5 features, N/A% accuracy
[2025-12-24T20:36:11.319104] [INFO ] [LOCAL     ] PLD: Loaded 5 optimal features with 55.29% confidence from JSON config
[2025-12-24T20:36:11.319134] [DEBUG] [MAG       ] Building data for symbol: PLD with lookback: 0
[2025-12-24T20:36:11.320115] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:11.320174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:11.322750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:36:11.324436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-24T20:36:11.374864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-24T20:36:11.377256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-24T20:36:11.378746] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:11.391364] [DEBUG] [MAG       ] MHK: Last date is validated at 2025-12-24
[2025-12-24T20:36:11.410350] [DEBUG] [MAG       ] ACCO: Last date is validated at 2025-12-24
[2025-12-24T20:36:11.445303] [DEBUG] [MAG       ] SVC: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:11.506336] [INFO ] [LOCAL     ] SVC: Saved forecast.
[2025-12-24T20:36:11.506405] [INFO ] [main      ] SVC: Signal=1 (Conf=90.0%), Magnitude=-1.30% (Conf=63.3303%)
[2025-12-24T20:36:11.506786] [INFO ] [main      ] Fetching symbol history for ERNA...
[2025-12-24T20:36:11.506840] [DEBUG] [REMOTE    ] ERNA: Fetching historical data.
[2025-12-24T20:36:11.507668] [INFO ] [main      ] Progress: 174/364 forecasts completed (47.8%). SVC finished in 0.7s. ETA: 33.6s. Rate: 338.92 forecasts/min
[2025-12-24T20:36:11.520289] [DEBUG] [REMOTE    ] ERNA: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:11.521265] [DEBUG] [LOCAL     ] Loaded configuration for ERNA: 2 features, N/A% accuracy
[2025-12-24T20:36:11.521318] [INFO ] [LOCAL     ] ERNA: Loaded 2 optimal features with 45.33% confidence from JSON config
[2025-12-24T20:36:11.521350] [DEBUG] [MAG       ] Building data for symbol: ERNA with lookback: 0
[2025-12-24T20:36:11.522163] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-24T20:36:11.522225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:11.524647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-24T20:36:11.527147] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:11.570562] [DEBUG] [MAG       ] MHK: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:11.581074] [DEBUG] [MAG       ] ACCO: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:11.644029] [INFO ] [LOCAL     ] ACCO: Saved forecast.
[2025-12-24T20:36:11.644096] [INFO ] [main      ] ACCO: Signal=1 (Conf=90.0%), Magnitude=-0.25% (Conf=55.6902%)
[2025-12-24T20:36:11.644265] [INFO ] [main      ] Fetching symbol history for CMCSA...
[2025-12-24T20:36:11.644312] [DEBUG] [REMOTE    ] CMCSA: Fetching historical data.
[2025-12-24T20:36:11.645661] [INFO ] [main      ] Progress: 175/364 forecasts completed (48.1%). ACCO finished in 0.6s. ETA: 33.4s. Rate: 339.35 forecasts/min
[2025-12-24T20:36:11.656386] [DEBUG] [REMOTE    ] CMCSA: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:11.660957] [DEBUG] [LOCAL     ] Loaded configuration for CMCSA: 1 features, N/A% accuracy
[2025-12-24T20:36:11.661015] [INFO ] [LOCAL     ] CMCSA: Loaded 1 optimal features with 55.11% confidence from JSON config
[2025-12-24T20:36:11.661047] [DEBUG] [MAG       ] Building data for symbol: CMCSA with lookback: 0
[2025-12-24T20:36:11.661838] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-24T20:36:11.661895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:11.664208] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:11.726242] [DEBUG] [MAG       ] PLD: Last date is validated at 2025-12-24
[2025-12-24T20:36:11.821380] [INFO ] [LOCAL     ] MHK: Saved forecast.
[2025-12-24T20:36:11.821456] [INFO ] [main      ] MHK: Signal=1 (Conf=90.0%), Magnitude=-0.71% (Conf=52.596%)
[2025-12-24T20:36:11.821842] [INFO ] [main      ] Fetching symbol history for OPAL...
[2025-12-24T20:36:11.821898] [DEBUG] [REMOTE    ] OPAL: Fetching historical data.
[2025-12-24T20:36:11.822649] [INFO ] [main      ] Progress: 176/364 forecasts completed (48.4%). MHK finished in 0.8s. ETA: 33.2s. Rate: 339.35 forecasts/min
[2025-12-24T20:36:11.835849] [DEBUG] [REMOTE    ] OPAL: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:11.836977] [DEBUG] [LOCAL     ] Loaded configuration for OPAL: 5 features, N/A% accuracy
[2025-12-24T20:36:11.837038] [INFO ] [LOCAL     ] OPAL: Loaded 5 optimal features with 45.32% confidence from JSON config
[2025-12-24T20:36:11.837071] [DEBUG] [MAG       ] Building data for symbol: OPAL with lookback: 0
[2025-12-24T20:36:11.837952] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:11.838015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:11.842979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:11.844905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:11.845406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:11.845831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-24T20:36:11.846482] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:11.877028] [DEBUG] [MAG       ] ERNA: Last date is validated at 2025-12-24
[2025-12-24T20:36:11.895348] [DEBUG] [MAG       ] PLD: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:12.012105] [INFO ] [LOCAL     ] PLD: Saved forecast.
[2025-12-24T20:36:12.012180] [INFO ] [main      ] PLD: Signal=1 (Conf=90.0%), Magnitude=0.31% (Conf=55.2883%)
[2025-12-24T20:36:12.012350] [INFO ] [main      ] Fetching symbol history for CSQ...
[2025-12-24T20:36:12.012396] [DEBUG] [REMOTE    ] CSQ: Fetching historical data.
[2025-12-24T20:36:12.013094] [INFO ] [main      ] Progress: 177/364 forecasts completed (48.6%). PLD finished in 0.7s. ETA: 33.1s. Rate: 339.20 forecasts/min
[2025-12-24T20:36:12.014479] [DEBUG] [MAG       ] CMCSA: Last date is validated at 2025-12-24
[2025-12-24T20:36:12.024555] [DEBUG] [REMOTE    ] CSQ: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:12.025522] [DEBUG] [LOCAL     ] Loaded configuration for CSQ: 4 features, N/A% accuracy
[2025-12-24T20:36:12.025597] [INFO ] [LOCAL     ] CSQ: Loaded 4 optimal features with 46.27% confidence from JSON config
[2025-12-24T20:36:12.025634] [DEBUG] [MAG       ] Building data for symbol: CSQ with lookback: 0
[2025-12-24T20:36:12.026433] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:12.026494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:12.028223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:12.028776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:12.029921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-24T20:36:12.031080] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:12.042785] [DEBUG] [MAG       ] ERNA: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:12.130431] [INFO ] [LOCAL     ] ERNA: Saved forecast.
[2025-12-24T20:36:12.130499] [INFO ] [main      ] ERNA: Signal=1 (Conf=90.0%), Magnitude=14.57% (Conf=45.3251%)
[2025-12-24T20:36:12.131065] [INFO ] [main      ] Fetching symbol history for ARCC...
[2025-12-24T20:36:12.131116] [DEBUG] [REMOTE    ] ARCC: Fetching historical data.
[2025-12-24T20:36:12.131725] [INFO ] [main      ] Progress: 178/364 forecasts completed (48.9%). ERNA finished in 0.6s. ETA: 32.8s. Rate: 339.83 forecasts/min
[2025-12-24T20:36:12.143681] [DEBUG] [REMOTE    ] ARCC: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:12.144795] [DEBUG] [LOCAL     ] Loaded configuration for ARCC: 6 features, N/A% accuracy
[2025-12-24T20:36:12.144864] [INFO ] [LOCAL     ] ARCC: Loaded 6 optimal features with 55.11% confidence from JSON config
[2025-12-24T20:36:12.144926] [DEBUG] [MAG       ] Building data for symbol: ARCC with lookback: 0
[2025-12-24T20:36:12.146356] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:12.146418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:12.148304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:12.149040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:12.149499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:12.149951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-24T20:36:12.151214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-24T20:36:12.153241] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:12.194976] [DEBUG] [MAG       ] CMCSA: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:12.206015] [DEBUG] [MAG       ] OPAL: Last date is validated at 2025-12-24
[2025-12-24T20:36:12.275032] [INFO ] [LOCAL     ] CMCSA: Saved forecast.
[2025-12-24T20:36:12.275098] [INFO ] [main      ] CMCSA: Signal=1 (Conf=90.0%), Magnitude=0.48% (Conf=55.1091%)
[2025-12-24T20:36:12.275251] [INFO ] [main      ] Fetching symbol history for PEB...
[2025-12-24T20:36:12.275294] [DEBUG] [REMOTE    ] PEB: Fetching historical data.
[2025-12-24T20:36:12.275871] [INFO ] [main      ] Progress: 179/364 forecasts completed (49.2%). CMCSA finished in 0.6s. ETA: 32.6s. Rate: 340.18 forecasts/min
[2025-12-24T20:36:12.287864] [DEBUG] [REMOTE    ] PEB: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:12.289625] [DEBUG] [LOCAL     ] Loaded configuration for PEB: 5 features, N/A% accuracy
[2025-12-24T20:36:12.289685] [INFO ] [LOCAL     ] PEB: Loaded 5 optimal features with 47.69% confidence from JSON config
[2025-12-24T20:36:12.289716] [DEBUG] [MAG       ] Building data for symbol: PEB with lookback: 0
[2025-12-24T20:36:12.290514] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:12.290597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:12.291526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-24T20:36:12.294946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-24T20:36:12.298011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-24T20:36:12.300028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-24T20:36:12.300767] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:12.373218] [DEBUG] [MAG       ] CSQ: Last date is validated at 2025-12-24
[2025-12-24T20:36:12.382098] [DEBUG] [MAG       ] OPAL: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:12.441324] [INFO ] [LOCAL     ] OPAL: Saved forecast.
[2025-12-24T20:36:12.441587] [INFO ] [main      ] OPAL: Signal=1 (Conf=90.0%), Magnitude=-3.09% (Conf=45.3159%)
[2025-12-24T20:36:12.441790] [INFO ] [main      ] Fetching symbol history for VRTX...
[2025-12-24T20:36:12.441850] [DEBUG] [REMOTE    ] VRTX: Fetching historical data.
[2025-12-24T20:36:12.443672] [INFO ] [main      ] Progress: 180/364 forecasts completed (49.5%). OPAL finished in 0.6s. ETA: 32.4s. Rate: 340.27 forecasts/min
[2025-12-24T20:36:12.458374] [DEBUG] [REMOTE    ] VRTX: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:12.459934] [DEBUG] [LOCAL     ] Loaded configuration for VRTX: 6 features, N/A% accuracy
[2025-12-24T20:36:12.460024] [INFO ] [LOCAL     ] VRTX: Loaded 6 optimal features with 51.72% confidence from JSON config
[2025-12-24T20:36:12.460079] [DEBUG] [MAG       ] Building data for symbol: VRTX with lookback: 0
[2025-12-24T20:36:12.461430] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:12.461513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:12.464083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:12.464870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:12.465446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:12.466515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:12.470082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:36:12.472611] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:12.507783] [DEBUG] [MAG       ] ARCC: Last date is validated at 2025-12-24
[2025-12-24T20:36:12.548331] [DEBUG] [MAG       ] CSQ: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:12.615148] [INFO ] [LOCAL     ] CSQ: Saved forecast.
[2025-12-24T20:36:12.615215] [INFO ] [main      ] CSQ: Signal=1 (Conf=90.0%), Magnitude=0.06% (Conf=46.2726%)
[2025-12-24T20:36:12.615395] [INFO ] [main      ] Fetching symbol history for CRMD...
[2025-12-24T20:36:12.615453] [DEBUG] [REMOTE    ] CRMD: Fetching historical data.
[2025-12-24T20:36:12.616664] [INFO ] [main      ] Progress: 181/364 forecasts completed (49.7%). CSQ finished in 0.6s. ETA: 32.3s. Rate: 340.31 forecasts/min
[2025-12-24T20:36:12.631296] [DEBUG] [REMOTE    ] CRMD: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:12.633301] [DEBUG] [LOCAL     ] Loaded configuration for CRMD: 9 features, N/A% accuracy
[2025-12-24T20:36:12.633376] [INFO ] [LOCAL     ] CRMD: Loaded 9 optimal features with 40.77% confidence from JSON config
[2025-12-24T20:36:12.633414] [DEBUG] [MAG       ] Building data for symbol: CRMD with lookback: 0
[2025-12-24T20:36:12.634497] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-24T20:36:12.634600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:12.636855] [DEBUG] [MAG       ] PEB: Last date is validated at 2025-12-24
[2025-12-24T20:36:12.640705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:12.643650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:12.644332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:12.644889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-24T20:36:12.646528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-24T20:36:12.677879] [DEBUG] [MAG       ] ARCC: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:12.713712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-24T20:36:12.715532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-24T20:36:12.717851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-24T20:36:12.719079] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:12.743746] [INFO ] [LOCAL     ] ARCC: Saved forecast.
[2025-12-24T20:36:12.743815] [INFO ] [main      ] ARCC: Signal=1 (Conf=90.0%), Magnitude=0.53% (Conf=55.1053%)
[2025-12-24T20:36:12.744182] [INFO ] [main      ] Progress: 182/364 forecasts completed (50.0%). ARCC finished in 0.6s. ETA: 32.0s. Rate: 340.82 forecasts/min
[2025-12-24T20:36:12.744312] [INFO ] [main      ] Fetching symbol history for BLTE...
[2025-12-24T20:36:12.744356] [DEBUG] [REMOTE    ] BLTE: Fetching historical data.
[2025-12-24T20:36:12.757897] [DEBUG] [REMOTE    ] BLTE: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:12.759128] [DEBUG] [LOCAL     ] Loaded configuration for BLTE: 9 features, N/A% accuracy
[2025-12-24T20:36:12.759179] [INFO ] [LOCAL     ] BLTE: Loaded 9 optimal features with 54.30% confidence from JSON config
[2025-12-24T20:36:12.759210] [DEBUG] [MAG       ] Building data for symbol: BLTE with lookback: 0
[2025-12-24T20:36:12.760032] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-24T20:36:12.760095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:12.765249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:12.767033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:12.767513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:12.767934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-24T20:36:12.819926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-24T20:36:12.823421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-24T20:36:12.827789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-24T20:36:12.828588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-24T20:36:12.828543] [DEBUG] [MAG       ] PEB: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:12.828959] [DEBUG] [MAG       ] VRTX: Last date is validated at 2025-12-24
[2025-12-24T20:36:12.831737] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:12.901434] [INFO ] [LOCAL     ] PEB: Saved forecast.
[2025-12-24T20:36:12.901499] [INFO ] [main      ] PEB: Signal=1 (Conf=90.0%), Magnitude=1.65% (Conf=47.6917%)
[2025-12-24T20:36:12.901952] [INFO ] [main      ] Fetching symbol history for MBIN...
[2025-12-24T20:36:12.902005] [DEBUG] [REMOTE    ] MBIN: Fetching historical data.
[2025-12-24T20:36:12.902795] [INFO ] [main      ] Progress: 183/364 forecasts completed (50.3%). PEB finished in 0.6s. ETA: 31.8s. Rate: 341.01 forecasts/min
[2025-12-24T20:36:12.914133] [DEBUG] [REMOTE    ] MBIN: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:12.915329] [DEBUG] [LOCAL     ] Loaded configuration for MBIN: 2 features, N/A% accuracy
[2025-12-24T20:36:12.915381] [INFO ] [LOCAL     ] MBIN: Loaded 2 optimal features with 55.12% confidence from JSON config
[2025-12-24T20:36:12.915412] [DEBUG] [MAG       ] Building data for symbol: MBIN with lookback: 0
[2025-12-24T20:36:12.916333] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-24T20:36:12.916391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:12.917103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:36:12.958638] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:13.005227] [DEBUG] [MAG       ] VRTX: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:13.062746] [DEBUG] [MAG       ] CRMD: Last date is validated at 2025-12-24
[2025-12-24T20:36:13.166507] [INFO ] [LOCAL     ] VRTX: Saved forecast.
[2025-12-24T20:36:13.166593] [INFO ] [main      ] VRTX: Signal=1 (Conf=90.0%), Magnitude=-1.67% (Conf=51.7231%)
[2025-12-24T20:36:13.166753] [INFO ] [main      ] Fetching symbol history for NXGL...
[2025-12-24T20:36:13.166797] [DEBUG] [REMOTE    ] NXGL: Fetching historical data.
[2025-12-24T20:36:13.168159] [INFO ] [main      ] Progress: 184/364 forecasts completed (50.5%). VRTX finished in 0.7s. ETA: 31.8s. Rate: 340.07 forecasts/min
[2025-12-24T20:36:13.178917] [DEBUG] [REMOTE    ] NXGL: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:13.181380] [DEBUG] [LOCAL     ] Loaded configuration for NXGL: 3 features, N/A% accuracy
[2025-12-24T20:36:13.181432] [INFO ] [LOCAL     ] NXGL: Loaded 3 optimal features with 49.28% confidence from JSON config
[2025-12-24T20:36:13.181463] [DEBUG] [MAG       ] Building data for symbol: NXGL with lookback: 0
[2025-12-24T20:36:13.182241] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:36:13.182300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:13.187026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:13.189472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-24T20:36:13.191524] [DEBUG] [MAG       ] BLTE: Last date is validated at 2025-12-24
[2025-12-24T20:36:13.193620] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:13.231513] [DEBUG] [MAG       ] CRMD: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:13.296505] [DEBUG] [MAG       ] MBIN: Last date is validated at 2025-12-24
[2025-12-24T20:36:13.313187] [INFO ] [LOCAL     ] CRMD: Saved forecast.
[2025-12-24T20:36:13.313254] [INFO ] [main      ] CRMD: Signal=1 (Conf=90.0%), Magnitude=0.16% (Conf=40.7657%)
[2025-12-24T20:36:13.313446] [INFO ] [main      ] Fetching symbol history for MCBS...
[2025-12-24T20:36:13.313488] [DEBUG] [REMOTE    ] MCBS: Fetching historical data.
[2025-12-24T20:36:13.314992] [INFO ] [main      ] Progress: 185/364 forecasts completed (50.8%). CRMD finished in 0.7s. ETA: 31.6s. Rate: 340.38 forecasts/min
[2025-12-24T20:36:13.326742] [DEBUG] [REMOTE    ] MCBS: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:13.327666] [DEBUG] [LOCAL     ] Loaded configuration for MCBS: 3 features, N/A% accuracy
[2025-12-24T20:36:13.327725] [INFO ] [LOCAL     ] MCBS: Loaded 3 optimal features with 57.52% confidence from JSON config
[2025-12-24T20:36:13.327758] [DEBUG] [MAG       ] Building data for symbol: MCBS with lookback: 0
[2025-12-24T20:36:13.328552] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:36:13.328633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:13.333435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:36:13.365412] [DEBUG] [MAG       ] BLTE: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:13.442456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-24T20:36:13.443498] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:13.463504] [DEBUG] [MAG       ] MBIN: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:13.491821] [INFO ] [LOCAL     ] BLTE: Saved forecast.
[2025-12-24T20:36:13.491888] [INFO ] [main      ] BLTE: Signal=1 (Conf=90.0%), Magnitude=-1.71% (Conf=54.3049%)
[2025-12-24T20:36:13.492047] [INFO ] [main      ] Fetching symbol history for ABL...
[2025-12-24T20:36:13.492091] [DEBUG] [REMOTE    ] ABL: Fetching historical data.
[2025-12-24T20:36:13.492625] [INFO ] [main      ] Progress: 186/364 forecasts completed (51.1%). BLTE finished in 0.7s. ETA: 31.4s. Rate: 340.36 forecasts/min
[2025-12-24T20:36:13.503538] [DEBUG] [REMOTE    ] ABL: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:13.504492] [DEBUG] [LOCAL     ] Loaded configuration for ABL: 5 features, N/A% accuracy
[2025-12-24T20:36:13.504543] [INFO ] [LOCAL     ] ABL: Loaded 5 optimal features with 53.75% confidence from JSON config
[2025-12-24T20:36:13.504592] [DEBUG] [MAG       ] Building data for symbol: ABL with lookback: 0
[2025-12-24T20:36:13.505369] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:13.505428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:13.507131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:13.507668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:13.508053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:13.510412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-24T20:36:13.511416] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:13.524351] [DEBUG] [MAG       ] NXGL: Last date is validated at 2025-12-24
[2025-12-24T20:36:13.545068] [INFO ] [LOCAL     ] MBIN: Saved forecast.
[2025-12-24T20:36:13.545136] [INFO ] [main      ] MBIN: Signal=1 (Conf=90.0%), Magnitude=-6.20% (Conf=55.1157%)
[2025-12-24T20:36:13.545480] [INFO ] [main      ] Fetching symbol history for COTY...
[2025-12-24T20:36:13.545528] [DEBUG] [REMOTE    ] COTY: Fetching historical data.
[2025-12-24T20:36:13.545627] [INFO ] [main      ] Progress: 187/364 forecasts completed (51.4%). MBIN finished in 0.6s. ETA: 31.1s. Rate: 341.64 forecasts/min
[2025-12-24T20:36:13.556973] [DEBUG] [REMOTE    ] COTY: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:13.558093] [DEBUG] [LOCAL     ] Loaded configuration for COTY: 6 features, N/A% accuracy
[2025-12-24T20:36:13.558145] [INFO ] [LOCAL     ] COTY: Loaded 6 optimal features with 59.94% confidence from JSON config
[2025-12-24T20:36:13.558176] [DEBUG] [MAG       ] Building data for symbol: COTY with lookback: 0
[2025-12-24T20:36:13.558971] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:13.559031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:13.560753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:13.561260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:13.561749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:13.562132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:13.563015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:13.565348] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:13.692467] [DEBUG] [MAG       ] NXGL: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:13.753329] [INFO ] [LOCAL     ] NXGL: Saved forecast.
[2025-12-24T20:36:13.753401] [INFO ] [main      ] NXGL: Signal=1 (Conf=90.0%), Magnitude=2.38% (Conf=49.2825%)
[2025-12-24T20:36:13.753565] [INFO ] [main      ] Fetching symbol history for CF...
[2025-12-24T20:36:13.753833] [DEBUG] [REMOTE    ] CF: Fetching historical data.
[2025-12-24T20:36:13.755663] [INFO ] [main      ] Progress: 188/364 forecasts completed (51.6%). NXGL finished in 0.6s. ETA: 30.9s. Rate: 341.29 forecasts/min
[2025-12-24T20:36:13.765240] [DEBUG] [REMOTE    ] CF: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:13.766418] [DEBUG] [LOCAL     ] Loaded configuration for CF: 4 features, N/A% accuracy
[2025-12-24T20:36:13.766470] [INFO ] [LOCAL     ] CF: Loaded 4 optimal features with 59.27% confidence from JSON config
[2025-12-24T20:36:13.766500] [DEBUG] [MAG       ] Building data for symbol: CF with lookback: 0
[2025-12-24T20:36:13.767276] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:13.767336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:13.769001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:13.769536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:13.769942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:36:13.803989] [DEBUG] [MAG       ] MCBS: Last date is validated at 2025-12-24
[2025-12-24T20:36:13.850792] [DEBUG] [MAG       ] ABL: Last date is validated at 2025-12-24
[2025-12-24T20:36:13.881902] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:13.902333] [DEBUG] [MAG       ] COTY: Last date is validated at 2025-12-24
[2025-12-24T20:36:13.981911] [DEBUG] [MAG       ] MCBS: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:14.022123] [DEBUG] [MAG       ] ABL: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:14.058843] [INFO ] [LOCAL     ] MCBS: Saved forecast.
[2025-12-24T20:36:14.058913] [INFO ] [main      ] MCBS: Signal=1 (Conf=90.0%), Magnitude=0.29% (Conf=57.5233%)
[2025-12-24T20:36:14.059080] [INFO ] [main      ] Fetching symbol history for HTD...
[2025-12-24T20:36:14.059124] [DEBUG] [REMOTE    ] HTD: Fetching historical data.
[2025-12-24T20:36:14.059919] [INFO ] [main      ] Progress: 189/364 forecasts completed (51.9%). MCBS finished in 0.7s. ETA: 30.9s. Rate: 339.97 forecasts/min
[2025-12-24T20:36:14.072188] [DEBUG] [REMOTE    ] HTD: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:14.073148] [DEBUG] [LOCAL     ] Loaded configuration for HTD: 3 features, N/A% accuracy
[2025-12-24T20:36:14.073215] [INFO ] [LOCAL     ] HTD: Loaded 3 optimal features with 46.35% confidence from JSON config
[2025-12-24T20:36:14.073247] [DEBUG] [MAG       ] Building data for symbol: HTD with lookback: 0
[2025-12-24T20:36:14.074076] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:36:14.074136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:14.075847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:14.076186] [DEBUG] [MAG       ] COTY: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:14.076351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:14.077261] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:14.089147] [INFO ] [LOCAL     ] ABL: Saved forecast.
[2025-12-24T20:36:14.089213] [INFO ] [main      ] ABL: Signal=1 (Conf=90.0%), Magnitude=-1.94% (Conf=53.7471%)
[2025-12-24T20:36:14.089400] [INFO ] [main      ] Fetching symbol history for DKS...
[2025-12-24T20:36:14.089443] [DEBUG] [REMOTE    ] DKS: Fetching historical data.
[2025-12-24T20:36:14.090369] [INFO ] [main      ] Progress: 190/364 forecasts completed (52.2%). ABL finished in 0.6s. ETA: 30.6s. Rate: 341.46 forecasts/min
[2025-12-24T20:36:14.101769] [DEBUG] [REMOTE    ] DKS: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:14.103409] [DEBUG] [LOCAL     ] Loaded configuration for DKS: 4 features, N/A% accuracy
[2025-12-24T20:36:14.103483] [INFO ] [LOCAL     ] DKS: Loaded 4 optimal features with 59.49% confidence from JSON config
[2025-12-24T20:36:14.103516] [DEBUG] [MAG       ] Building data for symbol: DKS with lookback: 0
[2025-12-24T20:36:14.104598] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:14.104676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-24T20:36:14.105433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-24T20:36:14.106474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:14.108235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-24T20:36:14.110213] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:14.138028] [INFO ] [LOCAL     ] COTY: Saved forecast.
[2025-12-24T20:36:14.138097] [INFO ] [main      ] COTY: Signal=1 (Conf=90.0%), Magnitude=2.55% (Conf=59.9368%)
[2025-12-24T20:36:14.138424] [INFO ] [main      ] Fetching symbol history for AUDC...
[2025-12-24T20:36:14.138473] [DEBUG] [REMOTE    ] AUDC: Fetching historical data.
[2025-12-24T20:36:14.138624] [INFO ] [main      ] Progress: 191/364 forecasts completed (52.5%). COTY finished in 0.6s. ETA: 30.3s. Rate: 342.76 forecasts/min
[2025-12-24T20:36:14.149665] [DEBUG] [REMOTE    ] AUDC: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:14.150853] [DEBUG] [LOCAL     ] Loaded configuration for AUDC: 6 features, N/A% accuracy
[2025-12-24T20:36:14.150907] [INFO ] [LOCAL     ] AUDC: Loaded 6 optimal features with 55.32% confidence from JSON config
[2025-12-24T20:36:14.150939] [DEBUG] [MAG       ] Building data for symbol: AUDC with lookback: 0
[2025-12-24T20:36:14.151909] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:14.151969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:14.157121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:14.158071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:36:14.159741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-24T20:36:14.226881] [DEBUG] [MAG       ] CF: Last date is validated at 2025-12-24
[2025-12-24T20:36:14.232421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-24T20:36:14.235413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-24T20:36:14.236473] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:14.397588] [DEBUG] [MAG       ] CF: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:14.434238] [DEBUG] [MAG       ] HTD: Last date is validated at 2025-12-24
[2025-12-24T20:36:14.449063] [DEBUG] [MAG       ] DKS: Last date is validated at 2025-12-24
[2025-12-24T20:36:14.498646] [INFO ] [LOCAL     ] CF: Saved forecast.
[2025-12-24T20:36:14.498712] [INFO ] [main      ] CF: Signal=1 (Conf=90.0%), Magnitude=-1.95% (Conf=59.2726%)
[2025-12-24T20:36:14.498879] [INFO ] [main      ] Fetching symbol history for KEYS...
[2025-12-24T20:36:14.498924] [DEBUG] [REMOTE    ] KEYS: Fetching historical data.
[2025-12-24T20:36:14.499939] [INFO ] [main      ] Progress: 192/364 forecasts completed (52.7%). CF finished in 0.7s. ETA: 30.3s. Rate: 340.87 forecasts/min
[2025-12-24T20:36:14.510885] [DEBUG] [REMOTE    ] KEYS: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:14.511968] [DEBUG] [LOCAL     ] Loaded configuration for KEYS: 6 features, N/A% accuracy
[2025-12-24T20:36:14.512021] [INFO ] [LOCAL     ] KEYS: Loaded 6 optimal features with 61.38% confidence from JSON config
[2025-12-24T20:36:14.512051] [DEBUG] [MAG       ] Building data for symbol: KEYS with lookback: 0
[2025-12-24T20:36:14.512834] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:14.512895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:14.514630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:14.515200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-24T20:36:14.565046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-24T20:36:14.583192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-24T20:36:14.584725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-24T20:36:14.586447] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:14.599009] [DEBUG] [MAG       ] AUDC: Last date is validated at 2025-12-24
[2025-12-24T20:36:14.608502] [DEBUG] [MAG       ] HTD: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:14.616870] [DEBUG] [MAG       ] DKS: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:14.673329] [INFO ] [LOCAL     ] HTD: Saved forecast.
[2025-12-24T20:36:14.673405] [INFO ] [main      ] HTD: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=46.355%)
[2025-12-24T20:36:14.673607] [INFO ] [main      ] Fetching symbol history for KPTI...
[2025-12-24T20:36:14.673653] [DEBUG] [REMOTE    ] KPTI: Fetching historical data.
[2025-12-24T20:36:14.674758] [INFO ] [main      ] Progress: 193/364 forecasts completed (53.0%). HTD finished in 0.6s. ETA: 30.1s. Rate: 340.88 forecasts/min
[2025-12-24T20:36:14.685272] [DEBUG] [REMOTE    ] KPTI: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:14.686398] [DEBUG] [LOCAL     ] Loaded configuration for KPTI: 6 features, N/A% accuracy
[2025-12-24T20:36:14.686453] [INFO ] [LOCAL     ] KPTI: Loaded 6 optimal features with 57.24% confidence from JSON config
[2025-12-24T20:36:14.686484] [DEBUG] [MAG       ] Building data for symbol: KPTI with lookback: 0
[2025-12-24T20:36:14.687295] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:14.687358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:14.692493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:14.694464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:14.694971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:14.695363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:36:14.753421] [INFO ] [LOCAL     ] DKS: Saved forecast.
[2025-12-24T20:36:14.753504] [INFO ] [main      ] DKS: Signal=1 (Conf=90.0%), Magnitude=0.16% (Conf=59.4912%)
[2025-12-24T20:36:14.753934] [INFO ] [main      ] Fetching symbol history for SRFM...
[2025-12-24T20:36:14.753994] [DEBUG] [REMOTE    ] SRFM: Fetching historical data.
[2025-12-24T20:36:14.754909] [INFO ] [main      ] Progress: 194/364 forecasts completed (53.3%). DKS finished in 0.7s. ETA: 29.8s. Rate: 341.84 forecasts/min
[2025-12-24T20:36:14.768538] [DEBUG] [REMOTE    ] SRFM: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:14.769827] [DEBUG] [LOCAL     ] Loaded configuration for SRFM: 6 features, N/A% accuracy
[2025-12-24T20:36:14.769887] [INFO ] [LOCAL     ] SRFM: Loaded 6 optimal features with 54.02% confidence from JSON config
[2025-12-24T20:36:14.769917] [DEBUG] [MAG       ] Building data for symbol: SRFM with lookback: 0
[2025-12-24T20:36:14.770797] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:14.770872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:14.772705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:14.773241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:14.773669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:14.774655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:36:14.776503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-24T20:36:14.779071] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:14.780777] [DEBUG] [MAG       ] AUDC: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:14.821736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:36:14.824159] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:14.852643] [INFO ] [LOCAL     ] AUDC: Saved forecast.
[2025-12-24T20:36:14.852709] [INFO ] [main      ] AUDC: Signal=1 (Conf=90.0%), Magnitude=3.07% (Conf=55.3167%)
[2025-12-24T20:36:14.853411] [INFO ] [main      ] Fetching symbol history for MRVL...
[2025-12-24T20:36:14.853463] [DEBUG] [REMOTE    ] MRVL: Fetching historical data.
[2025-12-24T20:36:14.855955] [INFO ] [main      ] Progress: 195/364 forecasts completed (53.6%). AUDC finished in 0.7s. ETA: 29.6s. Rate: 342.59 forecasts/min
[2025-12-24T20:36:14.865212] [DEBUG] [REMOTE    ] MRVL: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:14.866341] [DEBUG] [LOCAL     ] Loaded configuration for MRVL: 4 features, N/A% accuracy
[2025-12-24T20:36:14.866402] [INFO ] [LOCAL     ] MRVL: Loaded 4 optimal features with 62.31% confidence from JSON config
[2025-12-24T20:36:14.866433] [DEBUG] [MAG       ] Building data for symbol: MRVL with lookback: 0
[2025-12-24T20:36:14.867450] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:14.867724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:36:14.911763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:36:14.913244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-24T20:36:14.915188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-24T20:36:14.918138] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:14.941694] [DEBUG] [MAG       ] KEYS: Last date is validated at 2025-12-24
[2025-12-24T20:36:15.112030] [DEBUG] [MAG       ] KEYS: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:15.161630] [DEBUG] [MAG       ] SRFM: Last date is validated at 2025-12-24
[2025-12-24T20:36:15.181151] [DEBUG] [MAG       ] KPTI: Last date is validated at 2025-12-24
[2025-12-24T20:36:15.245149] [INFO ] [LOCAL     ] KEYS: Saved forecast.
[2025-12-24T20:36:15.245216] [INFO ] [main      ] KEYS: Signal=1 (Conf=90.0%), Magnitude=-2.78% (Conf=61.376%)
[2025-12-24T20:36:15.245660] [INFO ] [main      ] Fetching symbol history for ARI...
[2025-12-24T20:36:15.245711] [DEBUG] [REMOTE    ] ARI: Fetching historical data.
[2025-12-24T20:36:15.245668] [INFO ] [main      ] Progress: 196/364 forecasts completed (53.8%). KEYS finished in 0.7s. ETA: 29.6s. Rate: 340.46 forecasts/min
[2025-12-24T20:36:15.256876] [DEBUG] [REMOTE    ] ARI: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:15.257975] [DEBUG] [LOCAL     ] Loaded configuration for ARI: 4 features, N/A% accuracy
[2025-12-24T20:36:15.258028] [INFO ] [LOCAL     ] ARI: Loaded 4 optimal features with 61.19% confidence from JSON config
[2025-12-24T20:36:15.258059] [DEBUG] [MAG       ] Building data for symbol: ARI with lookback: 0
[2025-12-24T20:36:15.258828] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:15.258886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:15.263597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:15.265310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:15.265813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:15.266195] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:15.285288] [DEBUG] [MAG       ] MRVL: Last date is validated at 2025-12-24
[2025-12-24T20:36:15.346537] [DEBUG] [MAG       ] SRFM: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:15.351516] [DEBUG] [MAG       ] KPTI: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:15.425340] [INFO ] [LOCAL     ] KPTI: Saved forecast.
[2025-12-24T20:36:15.425419] [INFO ] [main      ] KPTI: Signal=1 (Conf=90.0%), Magnitude=3.73% (Conf=57.2377%)
[2025-12-24T20:36:15.425763] [INFO ] [main      ] Fetching symbol history for SMTC...
[2025-12-24T20:36:15.425817] [DEBUG] [REMOTE    ] SMTC: Fetching historical data.
[2025-12-24T20:36:15.426649] [INFO ] [main      ] Progress: 197/364 forecasts completed (54.1%). KPTI finished in 0.8s. ETA: 29.4s. Rate: 340.41 forecasts/min
[2025-12-24T20:36:15.432675] [INFO ] [LOCAL     ] SRFM: Saved forecast.
[2025-12-24T20:36:15.432747] [INFO ] [main      ] SRFM: Signal=1 (Conf=90.0%), Magnitude=-4.31% (Conf=54.0217%)
[2025-12-24T20:36:15.433102] [INFO ] [main      ] Fetching symbol history for EVSD...
[2025-12-24T20:36:15.433153] [DEBUG] [REMOTE    ] EVSD: Fetching historical data.
[2025-12-24T20:36:15.433641] [INFO ] [main      ] Progress: 198/364 forecasts completed (54.4%). SRFM finished in 0.7s. ETA: 29.1s. Rate: 342.07 forecasts/min
[2025-12-24T20:36:15.438723] [DEBUG] [REMOTE    ] SMTC: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:15.439654] [DEBUG] [LOCAL     ] Loaded configuration for SMTC: 4 features, N/A% accuracy
[2025-12-24T20:36:15.439706] [INFO ] [LOCAL     ] SMTC: Loaded 4 optimal features with 56.72% confidence from JSON config
[2025-12-24T20:36:15.439738] [DEBUG] [MAG       ] Building data for symbol: SMTC with lookback: 0
[2025-12-24T20:36:15.440567] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:15.440646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:15.445509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:15.445631] [DEBUG] [REMOTE    ] EVSD: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:15.446662] [DEBUG] [LOCAL     ] Loaded configuration for EVSD: 7 features, N/A% accuracy
[2025-12-24T20:36:15.446715] [INFO ] [LOCAL     ] EVSD: Loaded 7 optimal features with 27.71% confidence from JSON config
[2025-12-24T20:36:15.446747] [DEBUG] [MAG       ] Building data for symbol: EVSD with lookback: 0
[2025-12-24T20:36:15.447323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:15.447621] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-24T20:36:15.447689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:15.447840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:15.448234] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:15.450384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:36:15.452218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-24T20:36:15.475148] [DEBUG] [MAG       ] MRVL: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:15.503354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-24T20:36:15.508552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-24T20:36:15.524682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-24T20:36:15.526504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-24T20:36:15.528144] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:15.600203] [INFO ] [LOCAL     ] MRVL: Saved forecast.
[2025-12-24T20:36:15.600285] [INFO ] [main      ] MRVL: Signal=1 (Conf=90.0%), Magnitude=-4.64% (Conf=62.3143%)
[2025-12-24T20:36:15.600708] [INFO ] [main      ] Fetching symbol history for PRFZ...
[2025-12-24T20:36:15.600766] [DEBUG] [REMOTE    ] PRFZ: Fetching historical data.
[2025-12-24T20:36:15.601559] [DEBUG] [MAG       ] ARI: Last date is validated at 2025-12-24
[2025-12-24T20:36:15.602607] [INFO ] [main      ] Progress: 199/364 forecasts completed (54.7%). MRVL finished in 0.7s. ETA: 28.9s. Rate: 342.14 forecasts/min
[2025-12-24T20:36:15.613145] [DEBUG] [REMOTE    ] PRFZ: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:15.614453] [DEBUG] [LOCAL     ] Loaded configuration for PRFZ: 5 features, N/A% accuracy
[2025-12-24T20:36:15.614514] [INFO ] [LOCAL     ] PRFZ: Loaded 5 optimal features with 64.03% confidence from JSON config
[2025-12-24T20:36:15.614547] [DEBUG] [MAG       ] Building data for symbol: PRFZ with lookback: 0
[2025-12-24T20:36:15.615408] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:15.615472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-24T20:36:15.616427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-24T20:36:15.670670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-24T20:36:15.672385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-24T20:36:15.674624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-24T20:36:15.677592] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:15.767996] [DEBUG] [MAG       ] ARI: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:15.803881] [DEBUG] [MAG       ] SMTC: Last date is validated at 2025-12-24
[2025-12-24T20:36:15.826016] [INFO ] [LOCAL     ] ARI: Saved forecast.
[2025-12-24T20:36:15.826084] [INFO ] [main      ] ARI: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=61.1927%)
[2025-12-24T20:36:15.826242] [INFO ] [main      ] Fetching symbol history for ULTA...
[2025-12-24T20:36:15.826285] [DEBUG] [REMOTE    ] ULTA: Fetching historical data.
[2025-12-24T20:36:15.827670] [INFO ] [main      ] Progress: 200/364 forecasts completed (54.9%). ARI finished in 0.6s. ETA: 28.8s. Rate: 341.65 forecasts/min
[2025-12-24T20:36:15.838705] [DEBUG] [REMOTE    ] ULTA: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:15.839872] [DEBUG] [LOCAL     ] Loaded configuration for ULTA: 7 features, N/A% accuracy
[2025-12-24T20:36:15.839925] [INFO ] [LOCAL     ] ULTA: Loaded 7 optimal features with 63.56% confidence from JSON config
[2025-12-24T20:36:15.839954] [DEBUG] [MAG       ] Building data for symbol: ULTA with lookback: 0
[2025-12-24T20:36:15.840731] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-24T20:36:15.840792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:15.845469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:15.847213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:15.847701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:15.848083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:15.849117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-24T20:36:15.850273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-24T20:36:15.851077] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:15.886913] [DEBUG] [MAG       ] EVSD: Last date is validated at 2025-12-24
[2025-12-24T20:36:16.006008] [DEBUG] [MAG       ] SMTC: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:16.050928] [DEBUG] [MAG       ] PRFZ: Last date is validated at 2025-12-24
[2025-12-24T20:36:16.060305] [DEBUG] [MAG       ] EVSD: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:16.145837] [INFO ] [LOCAL     ] SMTC: Saved forecast.
[2025-12-24T20:36:16.145921] [INFO ] [main      ] SMTC: Signal=1 (Conf=90.0%), Magnitude=3.23% (Conf=56.7246%)
[2025-12-24T20:36:16.146115] [INFO ] [main      ] Fetching symbol history for PKX...
[2025-12-24T20:36:16.146169] [DEBUG] [REMOTE    ] PKX: Fetching historical data.
[2025-12-24T20:36:16.146862] [INFO ] [main      ] Progress: 201/364 forecasts completed (55.2%). SMTC finished in 0.7s. ETA: 28.7s. Rate: 340.27 forecasts/min
[2025-12-24T20:36:16.158442] [DEBUG] [REMOTE    ] PKX: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:16.159426] [DEBUG] [LOCAL     ] Loaded configuration for PKX: 3 features, N/A% accuracy
[2025-12-24T20:36:16.159484] [INFO ] [LOCAL     ] PKX: Loaded 3 optimal features with 48.58% confidence from JSON config
[2025-12-24T20:36:16.159526] [DEBUG] [MAG       ] Building data for symbol: PKX with lookback: 0
[2025-12-24T20:36:16.160454] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:36:16.160531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:36:16.193258] [DEBUG] [MAG       ] ULTA: Last date is validated at 2025-12-24
[2025-12-24T20:36:16.195357] [INFO ] [LOCAL     ] EVSD: Saved forecast.
[2025-12-24T20:36:16.195429] [INFO ] [main      ] EVSD: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=27.7051%)
[2025-12-24T20:36:16.195631] [INFO ] [main      ] Fetching symbol history for AMGN...
[2025-12-24T20:36:16.195678] [DEBUG] [REMOTE    ] AMGN: Fetching historical data.
[2025-12-24T20:36:16.195822] [INFO ] [main      ] Progress: 202/364 forecasts completed (55.5%). EVSD finished in 0.8s. ETA: 28.5s. Rate: 341.49 forecasts/min
[2025-12-24T20:36:16.205739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-24T20:36:16.207429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-24T20:36:16.208641] [DEBUG] [REMOTE    ] AMGN: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:16.209024] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:16.209701] [DEBUG] [LOCAL     ] Loaded configuration for AMGN: 7 features, N/A% accuracy
[2025-12-24T20:36:16.209760] [INFO ] [LOCAL     ] AMGN: Loaded 7 optimal features with 52.93% confidence from JSON config
[2025-12-24T20:36:16.209792] [DEBUG] [MAG       ] Building data for symbol: AMGN with lookback: 0
[2025-12-24T20:36:16.210669] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-24T20:36:16.210733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:16.212419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:16.212985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:16.213415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:16.214329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:36:16.233380] [DEBUG] [MAG       ] PRFZ: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:16.322962] [INFO ] [LOCAL     ] PRFZ: Saved forecast.
[2025-12-24T20:36:16.323032] [INFO ] [main      ] PRFZ: Signal=1 (Conf=90.0%), Magnitude=-0.68% (Conf=64.0327%)
[2025-12-24T20:36:16.323443] [INFO ] [main      ] Fetching symbol history for DRIO...
[2025-12-24T20:36:16.323518] [DEBUG] [REMOTE    ] DRIO: Fetching historical data.
[2025-12-24T20:36:16.323614] [INFO ] [main      ] Progress: 203/364 forecasts completed (55.8%). PRFZ finished in 0.7s. ETA: 28.2s. Rate: 341.95 forecasts/min
[2025-12-24T20:36:16.329993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-24T20:36:16.332348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-24T20:36:16.333308] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:16.338723] [DEBUG] [REMOTE    ] DRIO: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:16.339708] [DEBUG] [LOCAL     ] Loaded configuration for DRIO: 3 features, N/A% accuracy
[2025-12-24T20:36:16.339770] [INFO ] [LOCAL     ] DRIO: Loaded 3 optimal features with 53.25% confidence from JSON config
[2025-12-24T20:36:16.339803] [DEBUG] [MAG       ] Building data for symbol: DRIO with lookback: 0
[2025-12-24T20:36:16.340631] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:36:16.340692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:16.345705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:36:16.360781] [DEBUG] [MAG       ] ULTA: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:16.468366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-24T20:36:16.470441] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:16.507397] [INFO ] [LOCAL     ] ULTA: Saved forecast.
[2025-12-24T20:36:16.507465] [INFO ] [main      ] ULTA: Signal=1 (Conf=90.0%), Magnitude=-1.60% (Conf=63.5582%)
[2025-12-24T20:36:16.507650] [INFO ] [main      ] Fetching symbol history for HALO...
[2025-12-24T20:36:16.507709] [DEBUG] [REMOTE    ] HALO: Fetching historical data.
[2025-12-24T20:36:16.508722] [INFO ] [main      ] Progress: 204/364 forecasts completed (56.0%). ULTA finished in 0.7s. ETA: 28.1s. Rate: 341.86 forecasts/min
[2025-12-24T20:36:16.519238] [DEBUG] [REMOTE    ] HALO: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:16.520246] [DEBUG] [LOCAL     ] Loaded configuration for HALO: 2 features, N/A% accuracy
[2025-12-24T20:36:16.520295] [INFO ] [LOCAL     ] HALO: Loaded 2 optimal features with 58.17% confidence from JSON config
[2025-12-24T20:36:16.520325] [DEBUG] [MAG       ] Building data for symbol: HALO with lookback: 0
[2025-12-24T20:36:16.521090] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-24T20:36:16.521148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-24T20:36:16.569029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-24T20:36:16.571796] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:16.618208] [DEBUG] [MAG       ] PKX: Last date is validated at 2025-12-24
[2025-12-24T20:36:16.689365] [DEBUG] [MAG       ] AMGN: Last date is validated at 2025-12-24
[2025-12-24T20:36:16.792274] [DEBUG] [MAG       ] PKX: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:16.851297] [DEBUG] [MAG       ] DRIO: Last date is validated at 2025-12-24
[2025-12-24T20:36:16.872907] [DEBUG] [MAG       ] AMGN: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:16.884612] [INFO ] [LOCAL     ] PKX: Saved forecast.
[2025-12-24T20:36:16.888385] [INFO ] [main      ] PKX: Signal=1 (Conf=90.0%), Magnitude=4.19% (Conf=48.5815%)
[2025-12-24T20:36:16.888753] [INFO ] [main      ] Fetching symbol history for TRI...
[2025-12-24T20:36:16.888804] [DEBUG] [REMOTE    ] TRI: Fetching historical data.
[2025-12-24T20:36:16.889790] [INFO ] [main      ] Progress: 205/364 forecasts completed (56.3%). PKX finished in 0.7s. ETA: 28.1s. Rate: 339.91 forecasts/min
[2025-12-24T20:36:16.901666] [DEBUG] [REMOTE    ] TRI: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:16.903523] [DEBUG] [LOCAL     ] Loaded configuration for TRI: 4 features, N/A% accuracy
[2025-12-24T20:36:16.903800] [INFO ] [LOCAL     ] TRI: Loaded 4 optimal features with 57.28% confidence from JSON config
[2025-12-24T20:36:16.903834] [DEBUG] [MAG       ] Building data for symbol: TRI with lookback: 0
[2025-12-24T20:36:16.904801] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:16.904861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:16.906506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:16.907027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-24T20:36:16.908053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-24T20:36:16.909625] [DEBUG] [MAG       ] HALO: Last date is validated at 2025-12-24
[2025-12-24T20:36:16.910121] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:17.007586] [INFO ] [LOCAL     ] AMGN: Saved forecast.
[2025-12-24T20:36:17.007658] [INFO ] [main      ] AMGN: Signal=1 (Conf=90.0%), Magnitude=0.57% (Conf=52.9318%)
[2025-12-24T20:36:17.007815] [INFO ] [main      ] Fetching symbol history for PRAA...
[2025-12-24T20:36:17.007857] [DEBUG] [REMOTE    ] PRAA: Fetching historical data.
[2025-12-24T20:36:17.008890] [INFO ] [main      ] Progress: 206/364 forecasts completed (56.6%). AMGN finished in 0.8s. ETA: 27.8s. Rate: 340.45 forecasts/min
[2025-12-24T20:36:17.020713] [DEBUG] [REMOTE    ] PRAA: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:17.021529] [DEBUG] [LOCAL     ] Loaded configuration for PRAA: 7 features, N/A% accuracy
[2025-12-24T20:36:17.021597] [INFO ] [LOCAL     ] PRAA: Loaded 7 optimal features with 60.88% confidence from JSON config
[2025-12-24T20:36:17.021630] [DEBUG] [MAG       ] Building data for symbol: PRAA with lookback: 0
[2025-12-24T20:36:17.022385] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-24T20:36:17.022446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:17.024099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:17.024607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:17.025037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-24T20:36:17.028987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-24T20:36:17.029725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-24T20:36:17.030835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-24T20:36:17.032918] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:17.042179] [DEBUG] [MAG       ] DRIO: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:17.075064] [DEBUG] [MAG       ] HALO: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:17.128466] [INFO ] [LOCAL     ] DRIO: Saved forecast.
[2025-12-24T20:36:17.128536] [INFO ] [main      ] DRIO: Signal=1 (Conf=90.0%), Magnitude=-7.77% (Conf=53.2489%)
[2025-12-24T20:36:17.129069] [INFO ] [main      ] Fetching symbol history for HBNC...
[2025-12-24T20:36:17.129136] [DEBUG] [REMOTE    ] HBNC: Fetching historical data.
[2025-12-24T20:36:17.129662] [INFO ] [main      ] Progress: 207/364 forecasts completed (56.9%). DRIO finished in 0.8s. ETA: 27.6s. Rate: 340.97 forecasts/min
[2025-12-24T20:36:17.141688] [DEBUG] [REMOTE    ] HBNC: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:17.142652] [DEBUG] [LOCAL     ] Loaded configuration for HBNC: 6 features, N/A% accuracy
[2025-12-24T20:36:17.142711] [INFO ] [LOCAL     ] HBNC: Loaded 6 optimal features with 53.07% confidence from JSON config
[2025-12-24T20:36:17.142743] [DEBUG] [MAG       ] Building data for symbol: HBNC with lookback: 0
[2025-12-24T20:36:17.143633] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:17.143700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:17.145494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:17.146096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:17.146511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:17.147442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:36:17.191659] [INFO ] [LOCAL     ] HALO: Saved forecast.
[2025-12-24T20:36:17.191727] [INFO ] [main      ] HALO: Signal=1 (Conf=90.0%), Magnitude=-1.15% (Conf=58.1687%)
[2025-12-24T20:36:17.191908] [INFO ] [main      ] Fetching symbol history for MGA...
[2025-12-24T20:36:17.191953] [DEBUG] [REMOTE    ] MGA: Fetching historical data.
[2025-12-24T20:36:17.193678] [INFO ] [main      ] Progress: 208/364 forecasts completed (57.1%). HALO finished in 0.7s. ETA: 27.4s. Rate: 342.02 forecasts/min
[2025-12-24T20:36:17.204044] [DEBUG] [REMOTE    ] MGA: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:17.205132] [DEBUG] [LOCAL     ] Loaded configuration for MGA: 4 features, N/A% accuracy
[2025-12-24T20:36:17.205182] [INFO ] [LOCAL     ] MGA: Loaded 4 optimal features with 64.55% confidence from JSON config
[2025-12-24T20:36:17.205212] [DEBUG] [MAG       ] Building data for symbol: MGA with lookback: 0
[2025-12-24T20:36:17.205983] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:17.206042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-24T20:36:17.249648] [DEBUG] [MAG       ] TRI: Last date is validated at 2025-12-24
[2025-12-24T20:36:17.255825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-24T20:36:17.258724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-24T20:36:17.260109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-24T20:36:17.261236] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:17.270389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-24T20:36:17.273956] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:17.397378] [DEBUG] [MAG       ] PRAA: Last date is validated at 2025-12-24
[2025-12-24T20:36:17.416049] [DEBUG] [MAG       ] TRI: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:17.547412] [INFO ] [LOCAL     ] TRI: Saved forecast.
[2025-12-24T20:36:17.547478] [INFO ] [main      ] TRI: Signal=1 (Conf=90.0%), Magnitude=-1.20% (Conf=57.2798%)
[2025-12-24T20:36:17.548039] [INFO ] [main      ] Fetching symbol history for OMEX...
[2025-12-24T20:36:17.548091] [DEBUG] [REMOTE    ] OMEX: Fetching historical data.
[2025-12-24T20:36:17.548652] [INFO ] [main      ] Progress: 209/364 forecasts completed (57.4%). TRI finished in 0.7s. ETA: 27.3s. Rate: 340.35 forecasts/min
[2025-12-24T20:36:17.559110] [DEBUG] [REMOTE    ] OMEX: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:17.560202] [DEBUG] [LOCAL     ] Loaded configuration for OMEX: 2 features, N/A% accuracy
[2025-12-24T20:36:17.560256] [INFO ] [LOCAL     ] OMEX: Loaded 2 optimal features with 52.79% confidence from JSON config
[2025-12-24T20:36:17.560288] [DEBUG] [MAG       ] Building data for symbol: OMEX with lookback: 0
[2025-12-24T20:36:17.561096] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-24T20:36:17.561156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:36:17.562354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-24T20:36:17.567827] [DEBUG] [MAG       ] PRAA: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:17.599835] [DEBUG] [MAG       ] MGA: Last date is validated at 2025-12-24
[2025-12-24T20:36:17.639004] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:17.647486] [DEBUG] [MAG       ] HBNC: Last date is validated at 2025-12-24
[2025-12-24T20:36:17.651801] [INFO ] [LOCAL     ] PRAA: Saved forecast.
[2025-12-24T20:36:17.651867] [INFO ] [main      ] PRAA: Signal=1 (Conf=90.0%), Magnitude=1.14% (Conf=60.8799%)
[2025-12-24T20:36:17.652029] [INFO ] [main      ] Fetching symbol history for UXIN...
[2025-12-24T20:36:17.652072] [DEBUG] [REMOTE    ] UXIN: Fetching historical data.
[2025-12-24T20:36:17.654833] [INFO ] [main      ] Progress: 210/364 forecasts completed (57.7%). PRAA finished in 0.6s. ETA: 27.1s. Rate: 340.99 forecasts/min
[2025-12-24T20:36:17.664301] [DEBUG] [REMOTE    ] UXIN: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:17.665199] [DEBUG] [LOCAL     ] Loaded configuration for UXIN: 8 features, N/A% accuracy
[2025-12-24T20:36:17.665253] [INFO ] [LOCAL     ] UXIN: Loaded 8 optimal features with 50.49% confidence from JSON config
[2025-12-24T20:36:17.665284] [DEBUG] [MAG       ] Building data for symbol: UXIN with lookback: 0
[2025-12-24T20:36:17.666065] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-24T20:36:17.666127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-24T20:36:17.666861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-24T20:36:17.748801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:17.751134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:17.751825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-24T20:36:17.753039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-24T20:36:17.754709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-24T20:36:17.755887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-24T20:36:17.756609] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:17.766141] [DEBUG] [MAG       ] MGA: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:17.825232] [DEBUG] [MAG       ] HBNC: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:17.852516] [INFO ] [LOCAL     ] MGA: Saved forecast.
[2025-12-24T20:36:17.852583] [INFO ] [main      ] MGA: Signal=1 (Conf=90.0%), Magnitude=-0.20% (Conf=64.553%)
[2025-12-24T20:36:17.852946] [INFO ] [main      ] Progress: 211/364 forecasts completed (58.0%). MGA finished in 0.7s. ETA: 26.9s. Rate: 340.79 forecasts/min
[2025-12-24T20:36:17.853074] [INFO ] [main      ] Fetching symbol history for PUBM...
[2025-12-24T20:36:17.853116] [DEBUG] [REMOTE    ] PUBM: Fetching historical data.
[2025-12-24T20:36:17.865504] [DEBUG] [REMOTE    ] PUBM: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:17.866491] [DEBUG] [LOCAL     ] Loaded configuration for PUBM: 4 features, N/A% accuracy
[2025-12-24T20:36:17.866541] [INFO ] [LOCAL     ] PUBM: Loaded 4 optimal features with 44.14% confidence from JSON config
[2025-12-24T20:36:17.866594] [DEBUG] [MAG       ] Building data for symbol: PUBM with lookback: 0
[2025-12-24T20:36:17.867348] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:17.867407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:17.869082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:17.869642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:17.870069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:36:17.896842] [INFO ] [LOCAL     ] HBNC: Saved forecast.
[2025-12-24T20:36:17.896914] [INFO ] [main      ] HBNC: Signal=1 (Conf=90.0%), Magnitude=-1.28% (Conf=53.0749%)
[2025-12-24T20:36:17.897276] [INFO ] [main      ] Fetching symbol history for NFBK...
[2025-12-24T20:36:17.897327] [DEBUG] [REMOTE    ] NFBK: Fetching historical data.
[2025-12-24T20:36:17.898652] [INFO ] [main      ] Progress: 212/364 forecasts completed (58.2%). HBNC finished in 0.8s. ETA: 26.7s. Rate: 341.99 forecasts/min
[2025-12-24T20:36:17.910477] [DEBUG] [REMOTE    ] NFBK: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:17.911303] [DEBUG] [LOCAL     ] Loaded configuration for NFBK: 4 features, N/A% accuracy
[2025-12-24T20:36:17.911363] [INFO ] [LOCAL     ] NFBK: Loaded 4 optimal features with 58.27% confidence from JSON config
[2025-12-24T20:36:17.911394] [DEBUG] [MAG       ] Building data for symbol: NFBK with lookback: 0
[2025-12-24T20:36:17.912167] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:17.912225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:17.913868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:17.914366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:17.914824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-24T20:36:17.915475] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:17.980930] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:17.999196] [DEBUG] [MAG       ] OMEX: Last date is validated at 2025-12-24
[2025-12-24T20:36:18.108480] [DEBUG] [MAG       ] UXIN: Last date is validated at 2025-12-24
[2025-12-24T20:36:18.173275] [DEBUG] [MAG       ] OMEX: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:18.229624] [INFO ] [LOCAL     ] OMEX: Saved forecast.
[2025-12-24T20:36:18.229691] [INFO ] [main      ] OMEX: Signal=1 (Conf=90.0%), Magnitude=2.44% (Conf=52.7865%)
[2025-12-24T20:36:18.229846] [INFO ] [main      ] Fetching symbol history for HOMB...
[2025-12-24T20:36:18.229890] [DEBUG] [REMOTE    ] HOMB: Fetching historical data.
[2025-12-24T20:36:18.230864] [INFO ] [main      ] Progress: 213/364 forecasts completed (58.5%). OMEX finished in 0.7s. ETA: 26.6s. Rate: 340.56 forecasts/min
[2025-12-24T20:36:18.240979] [DEBUG] [REMOTE    ] HOMB: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:18.241802] [DEBUG] [LOCAL     ] Loaded configuration for HOMB: 10 features, N/A% accuracy
[2025-12-24T20:36:18.241858] [INFO ] [LOCAL     ] HOMB: Loaded 10 optimal features with 56.09% confidence from JSON config
[2025-12-24T20:36:18.241890] [DEBUG] [MAG       ] Building data for symbol: HOMB with lookback: 0
[2025-12-24T20:36:18.242665] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-24T20:36:18.242729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:18.243420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:36:18.267113] [DEBUG] [MAG       ] NFBK: Last date is validated at 2025-12-24
[2025-12-24T20:36:18.280715] [DEBUG] [MAG       ] UXIN: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:18.332309] [DEBUG] [MAG       ] PUBM: Last date is validated at 2025-12-24
[2025-12-24T20:36:18.348278] [INFO ] [LOCAL     ] UXIN: Saved forecast.
[2025-12-24T20:36:18.348352] [INFO ] [main      ] UXIN: Signal=1 (Conf=90.0%), Magnitude=1.71% (Conf=50.4859%)
[2025-12-24T20:36:18.348514] [INFO ] [main      ] Fetching symbol history for NAAS...
[2025-12-24T20:36:18.348557] [DEBUG] [REMOTE    ] NAAS: Fetching historical data.
[2025-12-24T20:36:18.348859] [INFO ] [main      ] Progress: 214/364 forecasts completed (58.8%). UXIN finished in 0.7s. ETA: 26.4s. Rate: 341.08 forecasts/min
[2025-12-24T20:36:18.353137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:36:18.354865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:36:18.356253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-24T20:36:18.357426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:18.359296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:18.359983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-24T20:36:18.360481] [DEBUG] [REMOTE    ] NAAS: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:18.361048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-24T20:36:18.361429] [DEBUG] [LOCAL     ] Loaded configuration for NAAS: 5 features, N/A% accuracy
[2025-12-24T20:36:18.361494] [INFO ] [LOCAL     ] NAAS: Loaded 5 optimal features with 43.69% confidence from JSON config
[2025-12-24T20:36:18.361535] [DEBUG] [MAG       ] Building data for symbol: NAAS with lookback: 0
[2025-12-24T20:36:18.362469] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:18.362528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:18.363173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-24T20:36:18.364975] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:18.367687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:18.369787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:18.370246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:18.370663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:18.371493] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:18.439982] [DEBUG] [MAG       ] NFBK: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:18.510049] [INFO ] [LOCAL     ] NFBK: Saved forecast.
[2025-12-24T20:36:18.510122] [INFO ] [main      ] NFBK: Signal=1 (Conf=90.0%), Magnitude=-0.18% (Conf=58.2656%)
[2025-12-24T20:36:18.510480] [INFO ] [main      ] Fetching symbol history for KRNY...
[2025-12-24T20:36:18.510530] [DEBUG] [REMOTE    ] KRNY: Fetching historical data.
[2025-12-24T20:36:18.510820] [INFO ] [main      ] Progress: 215/364 forecasts completed (59.1%). NFBK finished in 0.6s. ETA: 26.2s. Rate: 341.21 forecasts/min
[2025-12-24T20:36:18.524360] [DEBUG] [REMOTE    ] KRNY: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:18.525534] [DEBUG] [LOCAL     ] Loaded configuration for KRNY: 2 features, N/A% accuracy
[2025-12-24T20:36:18.525607] [INFO ] [LOCAL     ] KRNY: Loaded 2 optimal features with 60.95% confidence from JSON config
[2025-12-24T20:36:18.525640] [DEBUG] [MAG       ] Building data for symbol: KRNY with lookback: 0
[2025-12-24T20:36:18.526410] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-24T20:36:18.526475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:18.526861] [DEBUG] [MAG       ] PUBM: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:18.531328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-24T20:36:18.533140] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:18.602322] [INFO ] [LOCAL     ] PUBM: Saved forecast.
[2025-12-24T20:36:18.602412] [INFO ] [main      ] PUBM: Signal=1 (Conf=90.0%), Magnitude=5.77% (Conf=44.1431%)
[2025-12-24T20:36:18.602942] [INFO ] [main      ] Fetching symbol history for MCI...
[2025-12-24T20:36:18.603000] [DEBUG] [REMOTE    ] MCI: Fetching historical data.
[2025-12-24T20:36:18.603656] [INFO ] [main      ] Progress: 216/364 forecasts completed (59.3%). PUBM finished in 0.7s. ETA: 26.0s. Rate: 341.96 forecasts/min
[2025-12-24T20:36:18.616297] [DEBUG] [REMOTE    ] MCI: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:18.617312] [DEBUG] [LOCAL     ] Loaded configuration for MCI: 5 features, N/A% accuracy
[2025-12-24T20:36:18.617368] [INFO ] [LOCAL     ] MCI: Loaded 5 optimal features with 52.41% confidence from JSON config
[2025-12-24T20:36:18.617400] [DEBUG] [MAG       ] Building data for symbol: MCI with lookback: 0
[2025-12-24T20:36:18.618268] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:18.618342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:18.623893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:18.624909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-24T20:36:18.627925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-24T20:36:18.630125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-24T20:36:18.631254] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:18.713900] [DEBUG] [MAG       ] HOMB: Last date is validated at 2025-12-24
[2025-12-24T20:36:18.719605] [DEBUG] [MAG       ] NAAS: Last date is validated at 2025-12-24
[2025-12-24T20:36:18.872348] [DEBUG] [MAG       ] KRNY: Last date is validated at 2025-12-24
[2025-12-24T20:36:18.885247] [DEBUG] [MAG       ] HOMB: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:18.887944] [DEBUG] [MAG       ] NAAS: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:18.969078] [INFO ] [LOCAL     ] HOMB: Saved forecast.
[2025-12-24T20:36:18.969143] [INFO ] [main      ] HOMB: Signal=1 (Conf=90.0%), Magnitude=-1.68% (Conf=56.0922%)
[2025-12-24T20:36:18.969533] [INFO ] [main      ] Progress: 217/364 forecasts completed (59.6%). HOMB finished in 0.7s. ETA: 25.9s. Rate: 340.26 forecasts/min
[2025-12-24T20:36:18.969806] [INFO ] [main      ] Fetching symbol history for SUNS...
[2025-12-24T20:36:18.969865] [DEBUG] [REMOTE    ] SUNS: Fetching historical data.
[2025-12-24T20:36:18.979475] [INFO ] [LOCAL     ] NAAS: Saved forecast.
[2025-12-24T20:36:18.979544] [INFO ] [main      ] NAAS: Signal=1 (Conf=90.0%), Magnitude=16.12% (Conf=43.6884%)
[2025-12-24T20:36:18.979727] [INFO ] [main      ] Fetching symbol history for WBX...
[2025-12-24T20:36:18.979772] [DEBUG] [REMOTE    ] WBX: Fetching historical data.
[2025-12-24T20:36:18.981281] [DEBUG] [REMOTE    ] SUNS: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:18.981779] [INFO ] [main      ] Progress: 218/364 forecasts completed (59.9%). NAAS finished in 0.6s. ETA: 25.6s. Rate: 341.71 forecasts/min
[2025-12-24T20:36:18.982403] [DEBUG] [LOCAL     ] Loaded configuration for SUNS: 3 features, N/A% accuracy
[2025-12-24T20:36:18.982458] [INFO ] [LOCAL     ] SUNS: Loaded 3 optimal features with 62.93% confidence from JSON config
[2025-12-24T20:36:18.982489] [DEBUG] [MAG       ] Building data for symbol: SUNS with lookback: 0
[2025-12-24T20:36:18.983251] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:36:18.983309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:18.986520] [DEBUG] [MAG       ] MCI: Last date is validated at 2025-12-24
[2025-12-24T20:36:18.990851] [DEBUG] [REMOTE    ] WBX: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:18.991072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:18.991913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-24T20:36:18.992343] [DEBUG] [LOCAL     ] Loaded configuration for WBX: 2 features, N/A% accuracy
[2025-12-24T20:36:18.992406] [INFO ] [LOCAL     ] WBX: Loaded 2 optimal features with 65.89% confidence from JSON config
[2025-12-24T20:36:18.992442] [DEBUG] [MAG       ] Building data for symbol: WBX with lookback: 0
[2025-12-24T20:36:18.992477] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:18.993227] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-24T20:36:18.993286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:18.998204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-24T20:36:18.998897] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:19.044378] [DEBUG] [MAG       ] KRNY: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:19.105462] [INFO ] [LOCAL     ] KRNY: Saved forecast.
[2025-12-24T20:36:19.105527] [INFO ] [main      ] KRNY: Signal=1 (Conf=90.0%), Magnitude=-1.23% (Conf=60.9547%)
[2025-12-24T20:36:19.105897] [INFO ] [main      ] Fetching symbol history for NABL...
[2025-12-24T20:36:19.105948] [DEBUG] [REMOTE    ] NABL: Fetching historical data.
[2025-12-24T20:36:19.106866] [INFO ] [main      ] Progress: 219/364 forecasts completed (60.2%). KRNY finished in 0.6s. ETA: 25.4s. Rate: 342.16 forecasts/min
[2025-12-24T20:36:19.118002] [DEBUG] [REMOTE    ] NABL: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:19.119161] [DEBUG] [LOCAL     ] Loaded configuration for NABL: 6 features, N/A% accuracy
[2025-12-24T20:36:19.119212] [INFO ] [LOCAL     ] NABL: Loaded 6 optimal features with 50.17% confidence from JSON config
[2025-12-24T20:36:19.119243] [DEBUG] [MAG       ] Building data for symbol: NABL with lookback: 0
[2025-12-24T20:36:19.120059] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:19.120119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:19.122199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:19.122768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:19.123159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-24T20:36:19.160498] [DEBUG] [MAG       ] MCI: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:19.175202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-24T20:36:19.176464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-24T20:36:19.177144] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:19.232635] [INFO ] [LOCAL     ] MCI: Saved forecast.
[2025-12-24T20:36:19.232710] [INFO ] [main      ] MCI: Signal=1 (Conf=90.0%), Magnitude=2.41% (Conf=52.4144%)
[2025-12-24T20:36:19.233074] [INFO ] [main      ] Progress: 220/364 forecasts completed (60.4%). MCI finished in 0.6s. ETA: 25.2s. Rate: 342.60 forecasts/min
[2025-12-24T20:36:19.233256] [INFO ] [main      ] Fetching symbol history for TSDD...
[2025-12-24T20:36:19.233304] [DEBUG] [REMOTE    ] TSDD: Fetching historical data.
[2025-12-24T20:36:19.244604] [DEBUG] [REMOTE    ] TSDD: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:19.245784] [DEBUG] [LOCAL     ] Loaded configuration for TSDD: 6 features, N/A% accuracy
[2025-12-24T20:36:19.245835] [INFO ] [LOCAL     ] TSDD: Loaded 6 optimal features with 58.58% confidence from JSON config
[2025-12-24T20:36:19.245866] [DEBUG] [MAG       ] Building data for symbol: TSDD with lookback: 0
[2025-12-24T20:36:19.246626] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:19.246879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:19.251845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:19.253550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:19.254233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:19.254828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:19.257290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-24T20:36:19.261634] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:19.337540] [DEBUG] [MAG       ] SUNS: Last date is validated at 2025-12-24
[2025-12-24T20:36:19.346913] [DEBUG] [MAG       ] WBX: Last date is validated at 2025-12-24
[2025-12-24T20:36:19.508605] [DEBUG] [MAG       ] SUNS: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:19.517345] [DEBUG] [MAG       ] WBX: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:19.518422] [DEBUG] [MAG       ] NABL: Last date is validated at 2025-12-24
[2025-12-24T20:36:19.573843] [INFO ] [LOCAL     ] SUNS: Saved forecast.
[2025-12-24T20:36:19.573910] [INFO ] [main      ] SUNS: Signal=1 (Conf=90.0%), Magnitude=0.32% (Conf=62.9295%)
[2025-12-24T20:36:19.574344] [INFO ] [main      ] Fetching symbol history for NLOP...
[2025-12-24T20:36:19.574396] [DEBUG] [REMOTE    ] NLOP: Fetching historical data.
[2025-12-24T20:36:19.574654] [INFO ] [main      ] Progress: 221/364 forecasts completed (60.7%). SUNS finished in 0.6s. ETA: 25.2s. Rate: 341.13 forecasts/min
[2025-12-24T20:36:19.585279] [DEBUG] [REMOTE    ] NLOP: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:19.586334] [DEBUG] [LOCAL     ] Loaded configuration for NLOP: 6 features, N/A% accuracy
[2025-12-24T20:36:19.586386] [INFO ] [LOCAL     ] NLOP: Loaded 6 optimal features with 51.76% confidence from JSON config
[2025-12-24T20:36:19.586417] [DEBUG] [MAG       ] Building data for symbol: NLOP with lookback: 0
[2025-12-24T20:36:19.587217] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:19.587278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:19.588939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:19.592365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:19.592787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:19.593523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:19.593617] [INFO ] [LOCAL     ] WBX: Saved forecast.
[2025-12-24T20:36:19.593691] [INFO ] [main      ] WBX: Signal=1 (Conf=90.0%), Magnitude=-4.32% (Conf=65.8947%)
[2025-12-24T20:36:19.593847] [INFO ] [main      ] Fetching symbol history for SHY...
[2025-12-24T20:36:19.593889] [DEBUG] [REMOTE    ] SHY: Fetching historical data.
[2025-12-24T20:36:19.594341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-24T20:36:19.595727] [INFO ] [main      ] Progress: 222/364 forecasts completed (61.0%). WBX finished in 0.6s. ETA: 24.9s. Rate: 342.49 forecasts/min
[2025-12-24T20:36:19.601814] [DEBUG] [MAG       ] TSDD: Last date is validated at 2025-12-24
[2025-12-24T20:36:19.604979] [DEBUG] [REMOTE    ] SHY: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:19.605717] [DEBUG] [LOCAL     ] Loaded configuration for SHY: 9 features, N/A% accuracy
[2025-12-24T20:36:19.605768] [INFO ] [LOCAL     ] SHY: Loaded 9 optimal features with 44.87% confidence from JSON config
[2025-12-24T20:36:19.605800] [DEBUG] [MAG       ] Building data for symbol: SHY with lookback: 0
[2025-12-24T20:36:19.606549] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-24T20:36:19.606632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:19.608268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:19.608777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-24T20:36:19.609848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-24T20:36:19.613918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-24T20:36:19.614934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-24T20:36:19.615611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-24T20:36:19.616293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-24T20:36:19.617540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-24T20:36:19.619681] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:19.674907] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:19.691391] [DEBUG] [MAG       ] NABL: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:19.756855] [INFO ] [LOCAL     ] NABL: Saved forecast.
[2025-12-24T20:36:19.756921] [INFO ] [main      ] NABL: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=50.1663%)
[2025-12-24T20:36:19.757254] [INFO ] [main      ] Fetching symbol history for WBTN...
[2025-12-24T20:36:19.757303] [DEBUG] [REMOTE    ] WBTN: Fetching historical data.
[2025-12-24T20:36:19.757854] [INFO ] [main      ] Progress: 223/364 forecasts completed (61.3%). NABL finished in 0.7s. ETA: 24.7s. Rate: 342.61 forecasts/min
[2025-12-24T20:36:19.769814] [DEBUG] [REMOTE    ] WBTN: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:19.771414] [DEBUG] [LOCAL     ] Loaded configuration for WBTN: 3 features, N/A% accuracy
[2025-12-24T20:36:19.771528] [INFO ] [LOCAL     ] WBTN: Loaded 3 optimal features with 36.33% confidence from JSON config
[2025-12-24T20:36:19.771647] [DEBUG] [MAG       ] Building data for symbol: WBTN with lookback: 0
[2025-12-24T20:36:19.772777] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:36:19.772838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:19.777512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:19.778322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:19.779130] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:19.781804] [DEBUG] [MAG       ] TSDD: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:19.962172] [DEBUG] [MAG       ] SHY: Last date is validated at 2025-12-24
[2025-12-24T20:36:19.990899] [INFO ] [LOCAL     ] TSDD: Saved forecast.
[2025-12-24T20:36:19.990968] [INFO ] [main      ] TSDD: Signal=1 (Conf=90.0%), Magnitude=-0.73% (Conf=58.5843%)
[2025-12-24T20:36:19.991327] [INFO ] [main      ] Progress: 224/364 forecasts completed (61.5%). TSDD finished in 0.8s. ETA: 24.6s. Rate: 342.10 forecasts/min
[2025-12-24T20:36:19.991458] [INFO ] [main      ] Fetching symbol history for TM...
[2025-12-24T20:36:19.991501] [DEBUG] [REMOTE    ] TM: Fetching historical data.
[2025-12-24T20:36:20.004880] [DEBUG] [REMOTE    ] TM: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:20.005788] [DEBUG] [LOCAL     ] Loaded configuration for TM: 3 features, N/A% accuracy
[2025-12-24T20:36:20.005840] [INFO ] [LOCAL     ] TM: Loaded 3 optimal features with 57.20% confidence from JSON config
[2025-12-24T20:36:20.005872] [DEBUG] [MAG       ] Building data for symbol: TM with lookback: 0
[2025-12-24T20:36:20.006656] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:36:20.006714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:20.011429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:20.012406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:36:20.019266] [DEBUG] [MAG       ] NLOP: Last date is validated at 2025-12-24
[2025-12-24T20:36:20.118888] [DEBUG] [MAG       ] WBTN: Last date is validated at 2025-12-24
[2025-12-24T20:36:20.124362] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:20.134341] [DEBUG] [MAG       ] SHY: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:20.189246] [DEBUG] [MAG       ] NLOP: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:20.196279] [INFO ] [LOCAL     ] SHY: Saved forecast.
[2025-12-24T20:36:20.196347] [INFO ] [main      ] SHY: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=44.8688%)
[2025-12-24T20:36:20.196508] [INFO ] [main      ] Fetching symbol history for SIEB...
[2025-12-24T20:36:20.196551] [DEBUG] [REMOTE    ] SIEB: Fetching historical data.
[2025-12-24T20:36:20.197708] [INFO ] [main      ] Progress: 225/364 forecasts completed (61.8%). SHY finished in 0.6s. ETA: 24.4s. Rate: 341.83 forecasts/min
[2025-12-24T20:36:20.208762] [DEBUG] [REMOTE    ] SIEB: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:20.210639] [DEBUG] [LOCAL     ] Loaded configuration for SIEB: 6 features, N/A% accuracy
[2025-12-24T20:36:20.210700] [INFO ] [LOCAL     ] SIEB: Loaded 6 optimal features with 56.53% confidence from JSON config
[2025-12-24T20:36:20.210731] [DEBUG] [MAG       ] Building data for symbol: SIEB with lookback: 0
[2025-12-24T20:36:20.211550] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:20.211633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:20.217265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:20.219090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:20.219604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:20.220192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:20.223113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-24T20:36:20.226044] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:20.266791] [INFO ] [LOCAL     ] NLOP: Saved forecast.
[2025-12-24T20:36:20.266860] [INFO ] [main      ] NLOP: Signal=1 (Conf=90.0%), Magnitude=-0.50% (Conf=51.7626%)
[2025-12-24T20:36:20.267025] [INFO ] [main      ] Fetching symbol history for NVS...
[2025-12-24T20:36:20.267069] [DEBUG] [REMOTE    ] NVS: Fetching historical data.
[2025-12-24T20:36:20.268033] [INFO ] [main      ] Progress: 226/364 forecasts completed (62.1%). NLOP finished in 0.7s. ETA: 24.2s. Rate: 342.74 forecasts/min
[2025-12-24T20:36:20.280182] [DEBUG] [REMOTE    ] NVS: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:20.280903] [DEBUG] [LOCAL     ] Loaded configuration for NVS: 6 features, N/A% accuracy
[2025-12-24T20:36:20.280954] [INFO ] [LOCAL     ] NVS: Loaded 6 optimal features with 47.22% confidence from JSON config
[2025-12-24T20:36:20.280986] [DEBUG] [MAG       ] Building data for symbol: NVS with lookback: 0
[2025-12-24T20:36:20.281749] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:20.281810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:20.286486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:20.287280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:20.288104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-24T20:36:20.289382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-24T20:36:20.292167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-24T20:36:20.293210] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:20.306006] [DEBUG] [MAG       ] WBTN: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:20.392630] [INFO ] [LOCAL     ] WBTN: Saved forecast.
[2025-12-24T20:36:20.392696] [INFO ] [main      ] WBTN: Signal=1 (Conf=90.0%), Magnitude=3.53% (Conf=36.3287%)
[2025-12-24T20:36:20.393046] [INFO ] [main      ] Fetching symbol history for BOH...
[2025-12-24T20:36:20.393095] [DEBUG] [REMOTE    ] BOH: Fetching historical data.
[2025-12-24T20:36:20.393670] [INFO ] [main      ] Progress: 227/364 forecasts completed (62.4%). WBTN finished in 0.6s. ETA: 24.0s. Rate: 343.16 forecasts/min
[2025-12-24T20:36:20.404835] [DEBUG] [REMOTE    ] BOH: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:20.405793] [DEBUG] [LOCAL     ] Loaded configuration for BOH: 5 features, N/A% accuracy
[2025-12-24T20:36:20.405852] [INFO ] [LOCAL     ] BOH: Loaded 5 optimal features with 56.69% confidence from JSON config
[2025-12-24T20:36:20.405883] [DEBUG] [MAG       ] Building data for symbol: BOH with lookback: 0
[2025-12-24T20:36:20.406657] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:20.406718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:20.411619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:20.412799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:36:20.413935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-24T20:36:20.418264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-24T20:36:20.419328] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:20.467542] [DEBUG] [MAG       ] TM: Last date is validated at 2025-12-24
[2025-12-24T20:36:20.567795] [DEBUG] [MAG       ] SIEB: Last date is validated at 2025-12-24
[2025-12-24T20:36:20.635649] [DEBUG] [MAG       ] TM: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:20.637997] [DEBUG] [MAG       ] NVS: Last date is validated at 2025-12-24
[2025-12-24T20:36:20.739206] [DEBUG] [MAG       ] SIEB: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:20.747884] [INFO ] [LOCAL     ] TM: Saved forecast.
[2025-12-24T20:36:20.747951] [INFO ] [main      ] TM: Signal=1 (Conf=90.0%), Magnitude=1.43% (Conf=57.2026%)
[2025-12-24T20:36:20.748309] [INFO ] [main      ] Fetching symbol history for HOLO...
[2025-12-24T20:36:20.748360] [DEBUG] [REMOTE    ] HOLO: Fetching historical data.
[2025-12-24T20:36:20.748651] [INFO ] [main      ] Progress: 228/364 forecasts completed (62.6%). TM finished in 0.8s. ETA: 23.9s. Rate: 341.62 forecasts/min
[2025-12-24T20:36:20.759963] [DEBUG] [REMOTE    ] HOLO: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:20.761047] [DEBUG] [LOCAL     ] Loaded configuration for HOLO: 5 features, N/A% accuracy
[2025-12-24T20:36:20.761100] [INFO ] [LOCAL     ] HOLO: Loaded 5 optimal features with 37.88% confidence from JSON config
[2025-12-24T20:36:20.761130] [DEBUG] [MAG       ] Building data for symbol: HOLO with lookback: 0
[2025-12-24T20:36:20.762081] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:20.762141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:20.763811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:20.764315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:20.764725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:20.764705] [DEBUG] [MAG       ] BOH: Last date is validated at 2025-12-24
[2025-12-24T20:36:20.765788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-24T20:36:20.767274] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:20.802839] [INFO ] [LOCAL     ] SIEB: Saved forecast.
[2025-12-24T20:36:20.802907] [INFO ] [main      ] SIEB: Signal=1 (Conf=90.0%), Magnitude=-2.53% (Conf=56.5313%)
[2025-12-24T20:36:20.803070] [INFO ] [main      ] Fetching symbol history for ACM...
[2025-12-24T20:36:20.803112] [DEBUG] [REMOTE    ] ACM: Fetching historical data.
[2025-12-24T20:36:20.804671] [INFO ] [main      ] Progress: 229/364 forecasts completed (62.9%). SIEB finished in 0.6s. ETA: 23.6s. Rate: 342.64 forecasts/min
[2025-12-24T20:36:20.809326] [DEBUG] [MAG       ] NVS: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:20.820398] [DEBUG] [REMOTE    ] ACM: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:20.821350] [DEBUG] [LOCAL     ] Loaded configuration for ACM: 3 features, N/A% accuracy
[2025-12-24T20:36:20.821876] [INFO ] [LOCAL     ] ACM: Loaded 3 optimal features with 67.66% confidence from JSON config
[2025-12-24T20:36:20.821915] [DEBUG] [MAG       ] Building data for symbol: ACM with lookback: 0
[2025-12-24T20:36:20.822800] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:36:20.822861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:20.824514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:20.825048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:20.825422] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:20.915493] [INFO ] [LOCAL     ] NVS: Saved forecast.
[2025-12-24T20:36:20.915582] [INFO ] [main      ] NVS: Signal=1 (Conf=90.0%), Magnitude=1.87% (Conf=47.2228%)
[2025-12-24T20:36:20.915754] [INFO ] [main      ] Fetching symbol history for TXRH...
[2025-12-24T20:36:20.915799] [DEBUG] [REMOTE    ] TXRH: Fetching historical data.
[2025-12-24T20:36:20.916788] [INFO ] [main      ] Progress: 230/364 forecasts completed (63.2%). NVS finished in 0.6s. ETA: 23.4s. Rate: 343.18 forecasts/min
[2025-12-24T20:36:20.927041] [DEBUG] [REMOTE    ] TXRH: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:20.927910] [DEBUG] [LOCAL     ] Loaded configuration for TXRH: 5 features, N/A% accuracy
[2025-12-24T20:36:20.927971] [INFO ] [LOCAL     ] TXRH: Loaded 5 optimal features with 60.23% confidence from JSON config
[2025-12-24T20:36:20.928004] [DEBUG] [MAG       ] Building data for symbol: TXRH with lookback: 0
[2025-12-24T20:36:20.928788] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:20.928848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:20.933612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:20.935994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:36:20.950477] [DEBUG] [MAG       ] BOH: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:21.044794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-24T20:36:21.047212] [INFO ] [LOCAL     ] BOH: Saved forecast.
[2025-12-24T20:36:21.047280] [INFO ] [main      ] BOH: Signal=1 (Conf=90.0%), Magnitude=-2.80% (Conf=56.6925%)
[2025-12-24T20:36:21.047641] [INFO ] [main      ] Fetching symbol history for EOG...
[2025-12-24T20:36:21.047694] [DEBUG] [REMOTE    ] EOG: Fetching historical data.
[2025-12-24T20:36:21.047656] [INFO ] [main      ] Progress: 231/364 forecasts completed (63.5%). BOH finished in 0.7s. ETA: 23.2s. Rate: 343.55 forecasts/min
[2025-12-24T20:36:21.060201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-24T20:36:21.061814] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:21.063212] [DEBUG] [REMOTE    ] EOG: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:21.064146] [DEBUG] [LOCAL     ] Loaded configuration for EOG: 4 features, N/A% accuracy
[2025-12-24T20:36:21.064199] [INFO ] [LOCAL     ] EOG: Loaded 4 optimal features with 55.70% confidence from JSON config
[2025-12-24T20:36:21.064231] [DEBUG] [MAG       ] Building data for symbol: EOG with lookback: 0
[2025-12-24T20:36:21.065222] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:21.065283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:21.070402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:21.073293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-24T20:36:21.117992] [DEBUG] [MAG       ] HOLO: Last date is validated at 2025-12-24
[2025-12-24T20:36:21.150012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-24T20:36:21.152232] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:21.186892] [DEBUG] [MAG       ] ACM: Last date is validated at 2025-12-24
[2025-12-24T20:36:21.285483] [DEBUG] [MAG       ] HOLO: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:21.356246] [DEBUG] [MAG       ] ACM: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:21.406209] [DEBUG] [MAG       ] TXRH: Last date is validated at 2025-12-24
[2025-12-24T20:36:21.461009] [INFO ] [LOCAL     ] ACM: Saved forecast.
[2025-12-24T20:36:21.461093] [INFO ] [main      ] ACM: Signal=1 (Conf=90.0%), Magnitude=0.67% (Conf=67.6611%)
[2025-12-24T20:36:21.461249] [INFO ] [main      ] Fetching symbol history for BHFAM...
[2025-12-24T20:36:21.461292] [DEBUG] [REMOTE    ] BHFAM: Fetching historical data.
[2025-12-24T20:36:21.462659] [INFO ] [main      ] Progress: 232/364 forecasts completed (63.7%). ACM finished in 0.7s. ETA: 23.2s. Rate: 341.52 forecasts/min
[2025-12-24T20:36:21.467199] [INFO ] [LOCAL     ] HOLO: Saved forecast.
[2025-12-24T20:36:21.467264] [INFO ] [main      ] HOLO: Signal=1 (Conf=90.0%), Magnitude=0.47% (Conf=37.878%)
[2025-12-24T20:36:21.467613] [INFO ] [main      ] Fetching symbol history for LNZA...
[2025-12-24T20:36:21.467616] [INFO ] [main      ] Progress: 233/364 forecasts completed (64.0%). HOLO finished in 0.7s. ETA: 22.9s. Rate: 342.95 forecasts/min
[2025-12-24T20:36:21.467669] [DEBUG] [REMOTE    ] LNZA: Fetching historical data.
[2025-12-24T20:36:21.473779] [DEBUG] [REMOTE    ] BHFAM: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:21.474862] [DEBUG] [LOCAL     ] Loaded configuration for BHFAM: 7 features, N/A% accuracy
[2025-12-24T20:36:21.474915] [INFO ] [LOCAL     ] BHFAM: Loaded 7 optimal features with 60.72% confidence from JSON config
[2025-12-24T20:36:21.474947] [DEBUG] [MAG       ] Building data for symbol: BHFAM with lookback: 0
[2025-12-24T20:36:21.475885] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-24T20:36:21.475946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:21.477735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:21.478239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:21.478710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:21.479092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-24T20:36:21.480237] [DEBUG] [REMOTE    ] LNZA: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:21.481054] [DEBUG] [LOCAL     ] Loaded configuration for LNZA: 5 features, N/A% accuracy
[2025-12-24T20:36:21.481105] [INFO ] [LOCAL     ] LNZA: Loaded 5 optimal features with 47.77% confidence from JSON config
[2025-12-24T20:36:21.481135] [DEBUG] [MAG       ] Building data for symbol: LNZA with lookback: 0
[2025-12-24T20:36:21.481961] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:21.482021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:21.487094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-24T20:36:21.488141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-24T20:36:21.490053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-24T20:36:21.491178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-24T20:36:21.492376] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:21.512848] [DEBUG] [MAG       ] EOG: Last date is validated at 2025-12-24
[2025-12-24T20:36:21.524259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-24T20:36:21.525381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-24T20:36:21.526945] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:21.572168] [DEBUG] [MAG       ] TXRH: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:21.681530] [DEBUG] [MAG       ] EOG: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:21.793321] [INFO ] [LOCAL     ] TXRH: Saved forecast.
[2025-12-24T20:36:21.793385] [INFO ] [main      ] TXRH: Signal=1 (Conf=90.0%), Magnitude=-0.41% (Conf=60.2298%)
[2025-12-24T20:36:21.793764] [INFO ] [main      ] Progress: 234/364 forecasts completed (64.3%). TXRH finished in 0.9s. ETA: 22.8s. Rate: 341.69 forecasts/min
[2025-12-24T20:36:21.793886] [INFO ] [main      ] Fetching symbol history for ALHC...
[2025-12-24T20:36:21.793929] [DEBUG] [REMOTE    ] ALHC: Fetching historical data.
[2025-12-24T20:36:21.804899] [INFO ] [LOCAL     ] EOG: Saved forecast.
[2025-12-24T20:36:21.804967] [INFO ] [main      ] EOG: Signal=1 (Conf=90.0%), Magnitude=-1.36% (Conf=55.6969%)
[2025-12-24T20:36:21.805289] [INFO ] [main      ] Fetching symbol history for BXSL...
[2025-12-24T20:36:21.805339] [DEBUG] [REMOTE    ] BXSL: Fetching historical data.
[2025-12-24T20:36:21.806212] [INFO ] [main      ] Progress: 235/364 forecasts completed (64.6%). EOG finished in 0.8s. ETA: 22.6s. Rate: 343.05 forecasts/min
[2025-12-24T20:36:21.806078] [DEBUG] [REMOTE    ] ALHC: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:21.807310] [DEBUG] [LOCAL     ] Loaded configuration for ALHC: 4 features, N/A% accuracy
[2025-12-24T20:36:21.807363] [INFO ] [LOCAL     ] ALHC: Loaded 4 optimal features with 45.37% confidence from JSON config
[2025-12-24T20:36:21.807393] [DEBUG] [MAG       ] Building data for symbol: ALHC with lookback: 0
[2025-12-24T20:36:21.808190] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:21.808248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:21.813051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:36:21.817340] [DEBUG] [REMOTE    ] BXSL: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:21.818088] [DEBUG] [LOCAL     ] Loaded configuration for BXSL: 6 features, N/A% accuracy
[2025-12-24T20:36:21.818138] [INFO ] [LOCAL     ] BXSL: Loaded 6 optimal features with 57.43% confidence from JSON config
[2025-12-24T20:36:21.818170] [DEBUG] [MAG       ] Building data for symbol: BXSL with lookback: 0
[2025-12-24T20:36:21.818955] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:21.819015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:21.823966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:21.825916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:21.826394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:21.826795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:21.827636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:36:21.837042] [DEBUG] [MAG       ] LNZA: Last date is validated at 2025-12-24
[2025-12-24T20:36:21.851827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-24T20:36:21.852636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:36:21.853819] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:21.860502] [DEBUG] [MAG       ] BHFAM: Last date is validated at 2025-12-24
[2025-12-24T20:36:21.946518] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:22.011927] [DEBUG] [MAG       ] LNZA: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:22.026521] [DEBUG] [MAG       ] BHFAM: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:22.092245] [INFO ] [LOCAL     ] BHFAM: Saved forecast.
[2025-12-24T20:36:22.092319] [INFO ] [main      ] BHFAM: Signal=1 (Conf=90.0%), Magnitude=-3.10% (Conf=60.7176%)
[2025-12-24T20:36:22.092478] [INFO ] [main      ] Fetching symbol history for SQQQ...
[2025-12-24T20:36:22.092522] [DEBUG] [REMOTE    ] SQQQ: Fetching historical data.
[2025-12-24T20:36:22.092877] [INFO ] [main      ] Progress: 236/364 forecasts completed (64.8%). BHFAM finished in 0.6s. ETA: 22.4s. Rate: 342.12 forecasts/min
[2025-12-24T20:36:22.106127] [DEBUG] [REMOTE    ] SQQQ: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:22.107064] [DEBUG] [LOCAL     ] Loaded configuration for SQQQ: 4 features, N/A% accuracy
[2025-12-24T20:36:22.107115] [INFO ] [LOCAL     ] SQQQ: Loaded 4 optimal features with 51.41% confidence from JSON config
[2025-12-24T20:36:22.107147] [DEBUG] [MAG       ] Building data for symbol: SQQQ with lookback: 0
[2025-12-24T20:36:22.107917] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:22.107976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:22.112733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:22.114456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:22.114937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:36:22.116494] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:22.190200] [DEBUG] [MAG       ] ALHC: Last date is validated at 2025-12-24
[2025-12-24T20:36:22.291341] [DEBUG] [MAG       ] BXSL: Last date is validated at 2025-12-24
[2025-12-24T20:36:22.301778] [INFO ] [LOCAL     ] LNZA: Saved forecast.
[2025-12-24T20:36:22.301853] [INFO ] [main      ] LNZA: Signal=1 (Conf=90.0%), Magnitude=0.66% (Conf=47.7651%)
[2025-12-24T20:36:22.302243] [INFO ] [main      ] Fetching symbol history for VCRB...
[2025-12-24T20:36:22.302293] [DEBUG] [REMOTE    ] VCRB: Fetching historical data.
[2025-12-24T20:36:22.302676] [INFO ] [main      ] Progress: 237/364 forecasts completed (65.1%). LNZA finished in 0.8s. ETA: 22.3s. Rate: 341.84 forecasts/min
[2025-12-24T20:36:22.313876] [DEBUG] [REMOTE    ] VCRB: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:22.314962] [DEBUG] [LOCAL     ] Loaded configuration for VCRB: 4 features, N/A% accuracy
[2025-12-24T20:36:22.315015] [INFO ] [LOCAL     ] VCRB: Loaded 4 optimal features with 61.50% confidence from JSON config
[2025-12-24T20:36:22.315046] [DEBUG] [MAG       ] Building data for symbol: VCRB with lookback: 0
[2025-12-24T20:36:22.315832] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:22.315891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:22.324617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:22.325415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-24T20:36:22.326034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-24T20:36:22.327562] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:22.356125] [DEBUG] [MAG       ] ALHC: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:22.432335] [INFO ] [LOCAL     ] ALHC: Saved forecast.
[2025-12-24T20:36:22.432400] [INFO ] [main      ] ALHC: Signal=1 (Conf=90.0%), Magnitude=1.98% (Conf=45.3705%)
[2025-12-24T20:36:22.432781] [INFO ] [main      ] Fetching symbol history for INDI...
[2025-12-24T20:36:22.432831] [DEBUG] [REMOTE    ] INDI: Fetching historical data.
[2025-12-24T20:36:22.433663] [INFO ] [main      ] Progress: 238/364 forecasts completed (65.4%). ALHC finished in 0.6s. ETA: 22.1s. Rate: 342.20 forecasts/min
[2025-12-24T20:36:22.444472] [DEBUG] [REMOTE    ] INDI: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:22.445336] [DEBUG] [LOCAL     ] Loaded configuration for INDI: 3 features, N/A% accuracy
[2025-12-24T20:36:22.445386] [INFO ] [LOCAL     ] INDI: Loaded 3 optimal features with 58.48% confidence from JSON config
[2025-12-24T20:36:22.445417] [DEBUG] [MAG       ] Building data for symbol: INDI with lookback: 0
[2025-12-24T20:36:22.446185] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:36:22.446242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:22.447894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:22.448384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:22.448840] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:22.454749] [DEBUG] [MAG       ] SQQQ: Last date is validated at 2025-12-24
[2025-12-24T20:36:22.468827] [DEBUG] [MAG       ] BXSL: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:22.538971] [INFO ] [LOCAL     ] BXSL: Saved forecast.
[2025-12-24T20:36:22.539043] [INFO ] [main      ] BXSL: Signal=1 (Conf=90.0%), Magnitude=1.25% (Conf=57.4301%)
[2025-12-24T20:36:22.539455] [INFO ] [main      ] Progress: 239/364 forecasts completed (65.7%). BXSL finished in 0.7s. ETA: 21.9s. Rate: 342.77 forecasts/min
[2025-12-24T20:36:22.539597] [INFO ] [main      ] Fetching symbol history for DVN...
[2025-12-24T20:36:22.539641] [DEBUG] [REMOTE    ] DVN: Fetching historical data.
[2025-12-24T20:36:22.551455] [DEBUG] [REMOTE    ] DVN: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:22.552316] [DEBUG] [LOCAL     ] Loaded configuration for DVN: 2 features, N/A% accuracy
[2025-12-24T20:36:22.552366] [INFO ] [LOCAL     ] DVN: Loaded 2 optimal features with 51.89% confidence from JSON config
[2025-12-24T20:36:22.552396] [DEBUG] [MAG       ] Building data for symbol: DVN with lookback: 0
[2025-12-24T20:36:22.553196] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-24T20:36:22.553456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:22.555151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:22.555694] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:22.621694] [DEBUG] [MAG       ] SQQQ: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:22.665252] [DEBUG] [MAG       ] VCRB: Last date is validated at 2025-12-24
[2025-12-24T20:36:22.767275] [INFO ] [LOCAL     ] SQQQ: Saved forecast.
[2025-12-24T20:36:22.767352] [INFO ] [main      ] SQQQ: Signal=1 (Conf=90.0%), Magnitude=1.55% (Conf=51.4083%)
[2025-12-24T20:36:22.767511] [INFO ] [main      ] Fetching symbol history for MNY...
[2025-12-24T20:36:22.767553] [DEBUG] [REMOTE    ] MNY: Fetching historical data.
[2025-12-24T20:36:22.768090] [INFO ] [main      ] Progress: 240/364 forecasts completed (65.9%). SQQQ finished in 0.7s. ETA: 21.7s. Rate: 342.34 forecasts/min
[2025-12-24T20:36:22.779717] [DEBUG] [REMOTE    ] MNY: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:22.780985] [DEBUG] [LOCAL     ] Loaded configuration for MNY: 1 features, N/A% accuracy
[2025-12-24T20:36:22.781038] [INFO ] [LOCAL     ] MNY: Loaded 1 optimal features with 47.23% confidence from JSON config
[2025-12-24T20:36:22.781069] [DEBUG] [MAG       ] Building data for symbol: MNY with lookback: 0
[2025-12-24T20:36:22.781877] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-24T20:36:22.781935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:22.784925] [DEBUG] [MAG       ] INDI: Last date is validated at 2025-12-24
[2025-12-24T20:36:22.787185] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:22.837500] [DEBUG] [MAG       ] VCRB: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:22.891968] [DEBUG] [MAG       ] DVN: Last date is validated at 2025-12-24
[2025-12-24T20:36:22.905427] [INFO ] [LOCAL     ] VCRB: Saved forecast.
[2025-12-24T20:36:22.905501] [INFO ] [main      ] VCRB: Signal=1 (Conf=90.0%), Magnitude=0.33% (Conf=61.5047%)
[2025-12-24T20:36:22.905854] [INFO ] [main      ] Fetching symbol history for OPAD...
[2025-12-24T20:36:22.905905] [DEBUG] [REMOTE    ] OPAD: Fetching historical data.
[2025-12-24T20:36:22.906654] [INFO ] [main      ] Progress: 241/364 forecasts completed (66.2%). VCRB finished in 0.6s. ETA: 21.5s. Rate: 342.63 forecasts/min
[2025-12-24T20:36:22.918396] [DEBUG] [REMOTE    ] OPAD: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:22.919498] [DEBUG] [LOCAL     ] Loaded configuration for OPAD: 5 features, N/A% accuracy
[2025-12-24T20:36:22.919553] [INFO ] [LOCAL     ] OPAD: Loaded 5 optimal features with 48.73% confidence from JSON config
[2025-12-24T20:36:22.919605] [DEBUG] [MAG       ] Building data for symbol: OPAD with lookback: 0
[2025-12-24T20:36:22.920388] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:22.920450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:22.925980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:22.928045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:22.928532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:22.929093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-24T20:36:22.955329] [DEBUG] [MAG       ] INDI: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:22.976517] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:23.015466] [INFO ] [LOCAL     ] INDI: Saved forecast.
[2025-12-24T20:36:23.015537] [INFO ] [main      ] INDI: Signal=1 (Conf=90.0%), Magnitude=-1.08% (Conf=58.4762%)
[2025-12-24T20:36:23.015906] [INFO ] [main      ] Fetching symbol history for UNMA...
[2025-12-24T20:36:23.015955] [DEBUG] [REMOTE    ] UNMA: Fetching historical data.
[2025-12-24T20:36:23.017658] [INFO ] [main      ] Progress: 242/364 forecasts completed (66.5%). INDI finished in 0.6s. ETA: 21.3s. Rate: 343.15 forecasts/min
[2025-12-24T20:36:23.026920] [DEBUG] [REMOTE    ] UNMA: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:23.028138] [DEBUG] [LOCAL     ] Loaded configuration for UNMA: 6 features, N/A% accuracy
[2025-12-24T20:36:23.028189] [INFO ] [LOCAL     ] UNMA: Loaded 6 optimal features with 64.70% confidence from JSON config
[2025-12-24T20:36:23.028219] [DEBUG] [MAG       ] Building data for symbol: UNMA with lookback: 0
[2025-12-24T20:36:23.028981] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:23.029042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:23.030779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:23.031272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:23.031680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-24T20:36:23.032984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-24T20:36:23.034990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-24T20:36:23.037134] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:23.064305] [DEBUG] [MAG       ] DVN: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:23.128443] [DEBUG] [MAG       ] MNY: Last date is validated at 2025-12-24
[2025-12-24T20:36:23.149372] [INFO ] [LOCAL     ] DVN: Saved forecast.
[2025-12-24T20:36:23.149445] [INFO ] [main      ] DVN: Signal=1 (Conf=90.0%), Magnitude=-0.80% (Conf=51.8864%)
[2025-12-24T20:36:23.149841] [INFO ] [main      ] Fetching symbol history for SWZ...
[2025-12-24T20:36:23.149892] [DEBUG] [REMOTE    ] SWZ: Fetching historical data.
[2025-12-24T20:36:23.150658] [INFO ] [main      ] Progress: 243/364 forecasts completed (66.8%). DVN finished in 0.6s. ETA: 21.1s. Rate: 343.49 forecasts/min
[2025-12-24T20:36:23.161907] [DEBUG] [REMOTE    ] SWZ: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:23.163822] [DEBUG] [LOCAL     ] Loaded configuration for SWZ: 13 features, N/A% accuracy
[2025-12-24T20:36:23.163876] [INFO ] [LOCAL     ] SWZ: Loaded 13 optimal features with 44.54% confidence from JSON config
[2025-12-24T20:36:23.163906] [DEBUG] [MAG       ] Building data for symbol: SWZ with lookback: 0
[2025-12-24T20:36:23.164712] [DEBUG] [FEATURES  ] DataBuilder: Executing 13 feature methods.
[2025-12-24T20:36:23.164777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:23.169592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:23.171449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:23.171961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:23.172374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-24T20:36:23.189910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-24T20:36:23.191010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:23.191506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-24T20:36:23.193237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-24T20:36:23.194304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-24T20:36:23.195024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-24T20:36:23.196625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-24T20:36:23.197841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-24T20:36:23.199979] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:23.295306] [DEBUG] [MAG       ] MNY: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:23.320047] [DEBUG] [MAG       ] OPAD: Last date is validated at 2025-12-24
[2025-12-24T20:36:23.347792] [INFO ] [LOCAL     ] MNY: Saved forecast.
[2025-12-24T20:36:23.347860] [INFO ] [main      ] MNY: Signal=1 (Conf=90.0%), Magnitude=-5.43% (Conf=47.227%)
[2025-12-24T20:36:23.348020] [INFO ] [main      ] Fetching symbol history for VTS...
[2025-12-24T20:36:23.348064] [DEBUG] [REMOTE    ] VTS: Fetching historical data.
[2025-12-24T20:36:23.348886] [INFO ] [main      ] Progress: 244/364 forecasts completed (67.0%). MNY finished in 0.6s. ETA: 21.0s. Rate: 343.30 forecasts/min
[2025-12-24T20:36:23.360318] [DEBUG] [REMOTE    ] VTS: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:23.361300] [DEBUG] [LOCAL     ] Loaded configuration for VTS: 4 features, N/A% accuracy
[2025-12-24T20:36:23.361351] [INFO ] [LOCAL     ] VTS: Loaded 4 optimal features with 64.63% confidence from JSON config
[2025-12-24T20:36:23.361384] [DEBUG] [MAG       ] Building data for symbol: VTS with lookback: 0
[2025-12-24T20:36:23.362202] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:23.362261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:23.366981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:23.368796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:23.369329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:23.369731] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:23.373813] [DEBUG] [MAG       ] UNMA: Last date is validated at 2025-12-24
[2025-12-24T20:36:23.493925] [DEBUG] [MAG       ] OPAD: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:23.545488] [DEBUG] [MAG       ] UNMA: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:23.557886] [DEBUG] [MAG       ] SWZ: Last date is validated at 2025-12-24
[2025-12-24T20:36:23.559907] [INFO ] [LOCAL     ] OPAD: Saved forecast.
[2025-12-24T20:36:23.559980] [INFO ] [main      ] OPAD: Signal=1 (Conf=90.0%), Magnitude=-1.10% (Conf=48.7343%)
[2025-12-24T20:36:23.560375] [INFO ] [main      ] Fetching symbol history for BMEZ...
[2025-12-24T20:36:23.560437] [DEBUG] [REMOTE    ] BMEZ: Fetching historical data.
[2025-12-24T20:36:23.560650] [INFO ] [main      ] Progress: 245/364 forecasts completed (67.3%). OPAD finished in 0.7s. ETA: 20.8s. Rate: 343.01 forecasts/min
[2025-12-24T20:36:23.574483] [DEBUG] [REMOTE    ] BMEZ: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:23.575465] [DEBUG] [LOCAL     ] Loaded configuration for BMEZ: 7 features, N/A% accuracy
[2025-12-24T20:36:23.575524] [INFO ] [LOCAL     ] BMEZ: Loaded 7 optimal features with 47.49% confidence from JSON config
[2025-12-24T20:36:23.575556] [DEBUG] [MAG       ] Building data for symbol: BMEZ with lookback: 0
[2025-12-24T20:36:23.576831] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-24T20:36:23.576897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:23.581807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:23.584009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:23.584521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:23.584978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:23.585369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-24T20:36:23.586392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-24T20:36:23.587134] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:23.614219] [INFO ] [LOCAL     ] UNMA: Saved forecast.
[2025-12-24T20:36:23.614286] [INFO ] [main      ] UNMA: Signal=1 (Conf=90.0%), Magnitude=0.92% (Conf=64.7029%)
[2025-12-24T20:36:23.614900] [INFO ] [main      ] Progress: 246/364 forecasts completed (67.6%). UNMA finished in 0.6s. ETA: 20.6s. Rate: 343.97 forecasts/min
[2025-12-24T20:36:23.615096] [INFO ] [main      ] Fetching symbol history for S...
[2025-12-24T20:36:23.615144] [DEBUG] [REMOTE    ] S: Fetching historical data.
[2025-12-24T20:36:23.627832] [DEBUG] [REMOTE    ] S: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:23.628818] [DEBUG] [LOCAL     ] Loaded configuration for S: 6 features, N/A% accuracy
[2025-12-24T20:36:23.628872] [INFO ] [LOCAL     ] S: Loaded 6 optimal features with 63.38% confidence from JSON config
[2025-12-24T20:36:23.628905] [DEBUG] [MAG       ] Building data for symbol: S with lookback: 0
[2025-12-24T20:36:23.629753] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:23.629816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:23.634710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:23.636531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:23.637051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:23.637501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:23.637919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-24T20:36:23.638945] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:23.712828] [DEBUG] [MAG       ] VTS: Last date is validated at 2025-12-24
[2025-12-24T20:36:23.729669] [DEBUG] [MAG       ] SWZ: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:23.869879] [INFO ] [LOCAL     ] SWZ: Saved forecast.
[2025-12-24T20:36:23.869946] [INFO ] [main      ] SWZ: Signal=1 (Conf=90.0%), Magnitude=-0.24% (Conf=44.5386%)
[2025-12-24T20:36:23.870374] [INFO ] [main      ] Fetching symbol history for ARM...
[2025-12-24T20:36:23.870425] [DEBUG] [REMOTE    ] ARM: Fetching historical data.
[2025-12-24T20:36:23.870661] [INFO ] [main      ] Progress: 247/364 forecasts completed (67.9%). SWZ finished in 0.7s. ETA: 20.4s. Rate: 343.32 forecasts/min
[2025-12-24T20:36:23.878971] [DEBUG] [MAG       ] VTS: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:23.882899] [DEBUG] [REMOTE    ] ARM: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:23.883680] [DEBUG] [LOCAL     ] Loaded configuration for ARM: 8 features, N/A% accuracy
[2025-12-24T20:36:23.883731] [INFO ] [LOCAL     ] ARM: Loaded 8 optimal features with 45.92% confidence from JSON config
[2025-12-24T20:36:23.883763] [DEBUG] [MAG       ] Building data for symbol: ARM with lookback: 0
[2025-12-24T20:36:23.884510] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-24T20:36:23.884570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:23.889282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:23.891042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:23.891528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:23.891981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:23.892368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:23.893226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:23.895890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-24T20:36:23.896902] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:23.935045] [DEBUG] [MAG       ] BMEZ: Last date is validated at 2025-12-24
[2025-12-24T20:36:23.951157] [INFO ] [LOCAL     ] VTS: Saved forecast.
[2025-12-24T20:36:23.951225] [INFO ] [main      ] VTS: Signal=1 (Conf=90.0%), Magnitude=2.73% (Conf=64.626%)
[2025-12-24T20:36:23.951382] [INFO ] [main      ] Fetching symbol history for SSYS...
[2025-12-24T20:36:23.951426] [DEBUG] [REMOTE    ] SSYS: Fetching historical data.
[2025-12-24T20:36:23.953678] [INFO ] [main      ] Progress: 248/364 forecasts completed (68.1%). VTS finished in 0.6s. ETA: 20.2s. Rate: 344.05 forecasts/min
[2025-12-24T20:36:23.963345] [DEBUG] [REMOTE    ] SSYS: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:23.966626] [DEBUG] [LOCAL     ] Loaded configuration for SSYS: 9 features, N/A% accuracy
[2025-12-24T20:36:23.966690] [INFO ] [LOCAL     ] SSYS: Loaded 9 optimal features with 57.61% confidence from JSON config
[2025-12-24T20:36:23.966722] [DEBUG] [MAG       ] Building data for symbol: SSYS with lookback: 0
[2025-12-24T20:36:23.967485] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-24T20:36:23.967547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:23.972959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:23.974985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:23.975443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:23.975836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:36:23.977368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:36:23.979482] [DEBUG] [MAG       ] S: Last date is validated at 2025-12-24
[2025-12-24T20:36:24.015374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-24T20:36:24.064917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-24T20:36:24.065623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-24T20:36:24.067524] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:24.105847] [DEBUG] [MAG       ] BMEZ: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:24.147623] [DEBUG] [MAG       ] S: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:24.167721] [INFO ] [LOCAL     ] BMEZ: Saved forecast.
[2025-12-24T20:36:24.167786] [INFO ] [main      ] BMEZ: Signal=1 (Conf=90.0%), Magnitude=0.59% (Conf=47.4906%)
[2025-12-24T20:36:24.167945] [INFO ] [main      ] Fetching symbol history for DEI...
[2025-12-24T20:36:24.167989] [DEBUG] [REMOTE    ] DEI: Fetching historical data.
[2025-12-24T20:36:24.168977] [INFO ] [main      ] Progress: 249/364 forecasts completed (68.4%). BMEZ finished in 0.6s. ETA: 20.1s. Rate: 343.73 forecasts/min
[2025-12-24T20:36:24.180021] [DEBUG] [REMOTE    ] DEI: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:24.181066] [DEBUG] [LOCAL     ] Loaded configuration for DEI: 4 features, N/A% accuracy
[2025-12-24T20:36:24.181118] [INFO ] [LOCAL     ] DEI: Loaded 4 optimal features with 59.20% confidence from JSON config
[2025-12-24T20:36:24.181148] [DEBUG] [MAG       ] Building data for symbol: DEI with lookback: 0
[2025-12-24T20:36:24.181939] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:24.181999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:24.182875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:36:24.224314] [INFO ] [LOCAL     ] S: Saved forecast.
[2025-12-24T20:36:24.224380] [INFO ] [main      ] S: Signal=1 (Conf=90.0%), Magnitude=-0.08% (Conf=63.3835%)
[2025-12-24T20:36:24.224540] [INFO ] [main      ] Fetching symbol history for WTI...
[2025-12-24T20:36:24.224600] [DEBUG] [REMOTE    ] WTI: Fetching historical data.
[2025-12-24T20:36:24.224843] [INFO ] [main      ] Progress: 250/364 forecasts completed (68.7%). S finished in 0.6s. ETA: 19.8s. Rate: 344.66 forecasts/min
[2025-12-24T20:36:24.234180] [DEBUG] [MAG       ] ARM: Last date is validated at 2025-12-24
[2025-12-24T20:36:24.235972] [DEBUG] [REMOTE    ] WTI: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:24.236945] [DEBUG] [LOCAL     ] Loaded configuration for WTI: 4 features, N/A% accuracy
[2025-12-24T20:36:24.236997] [INFO ] [LOCAL     ] WTI: Loaded 4 optimal features with 60.56% confidence from JSON config
[2025-12-24T20:36:24.237028] [DEBUG] [MAG       ] Building data for symbol: WTI with lookback: 0
[2025-12-24T20:36:24.237816] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:24.237875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-24T20:36:24.240772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-24T20:36:24.241827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-24T20:36:24.244405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-24T20:36:24.245993] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:24.290544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-24T20:36:24.291460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-24T20:36:24.292600] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:24.400659] [DEBUG] [MAG       ] SSYS: Last date is validated at 2025-12-24
[2025-12-24T20:36:24.400925] [DEBUG] [MAG       ] ARM: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:24.530785] [INFO ] [LOCAL     ] ARM: Saved forecast.
[2025-12-24T20:36:24.530849] [INFO ] [main      ] ARM: Signal=1 (Conf=90.0%), Magnitude=-0.53% (Conf=45.9161%)
[2025-12-24T20:36:24.531186] [INFO ] [main      ] Fetching symbol history for ZBH...
[2025-12-24T20:36:24.531235] [DEBUG] [REMOTE    ] ZBH: Fetching historical data.
[2025-12-24T20:36:24.531653] [INFO ] [main      ] Progress: 251/364 forecasts completed (69.0%). ARM finished in 0.7s. ETA: 19.7s. Rate: 343.62 forecasts/min
[2025-12-24T20:36:24.543227] [DEBUG] [REMOTE    ] ZBH: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:24.544155] [DEBUG] [LOCAL     ] Loaded configuration for ZBH: 7 features, N/A% accuracy
[2025-12-24T20:36:24.544205] [INFO ] [LOCAL     ] ZBH: Loaded 7 optimal features with 50.26% confidence from JSON config
[2025-12-24T20:36:24.544235] [DEBUG] [MAG       ] Building data for symbol: ZBH with lookback: 0
[2025-12-24T20:36:24.545001] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-24T20:36:24.545062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:24.546725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:24.547224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:24.547689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:24.548075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:36:24.573319] [DEBUG] [MAG       ] SSYS: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:24.580458] [DEBUG] [MAG       ] WTI: Last date is validated at 2025-12-24
[2025-12-24T20:36:24.631239] [DEBUG] [MAG       ] DEI: Last date is validated at 2025-12-24
[2025-12-24T20:36:24.653248] [INFO ] [LOCAL     ] SSYS: Saved forecast.
[2025-12-24T20:36:24.653324] [INFO ] [main      ] SSYS: Signal=1 (Conf=90.0%), Magnitude=0.66% (Conf=57.6051%)
[2025-12-24T20:36:24.653479] [INFO ] [main      ] Fetching symbol history for MOD...
[2025-12-24T20:36:24.653523] [DEBUG] [REMOTE    ] MOD: Fetching historical data.
[2025-12-24T20:36:24.654313] [INFO ] [main      ] Progress: 252/364 forecasts completed (69.2%). SSYS finished in 0.7s. ETA: 19.5s. Rate: 344.03 forecasts/min
[2025-12-24T20:36:24.656544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-24T20:36:24.657551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-24T20:36:24.659086] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:24.665324] [DEBUG] [REMOTE    ] MOD: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:24.666411] [DEBUG] [LOCAL     ] Loaded configuration for MOD: 2 features, N/A% accuracy
[2025-12-24T20:36:24.666463] [INFO ] [LOCAL     ] MOD: Loaded 2 optimal features with 41.40% confidence from JSON config
[2025-12-24T20:36:24.666494] [DEBUG] [MAG       ] Building data for symbol: MOD with lookback: 0
[2025-12-24T20:36:24.667276] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-24T20:36:24.667335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:24.672422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:24.673434] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:24.745974] [DEBUG] [MAG       ] WTI: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:24.805313] [DEBUG] [MAG       ] DEI: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:24.826029] [INFO ] [LOCAL     ] WTI: Saved forecast.
[2025-12-24T20:36:24.826124] [INFO ] [main      ] WTI: Signal=1 (Conf=90.0%), Magnitude=-0.39% (Conf=60.56%)
[2025-12-24T20:36:24.826651] [INFO ] [main      ] Fetching symbol history for TSLS...
[2025-12-24T20:36:24.826725] [DEBUG] [REMOTE    ] TSLS: Fetching historical data.
[2025-12-24T20:36:24.826676] [INFO ] [main      ] Progress: 253/364 forecasts completed (69.5%). WTI finished in 0.6s. ETA: 19.4s. Rate: 344.04 forecasts/min
[2025-12-24T20:36:24.844049] [DEBUG] [REMOTE    ] TSLS: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:24.845366] [DEBUG] [LOCAL     ] Loaded configuration for TSLS: 6 features, N/A% accuracy
[2025-12-24T20:36:24.845444] [INFO ] [LOCAL     ] TSLS: Loaded 6 optimal features with 53.59% confidence from JSON config
[2025-12-24T20:36:24.845501] [DEBUG] [MAG       ] Building data for symbol: TSLS with lookback: 0
[2025-12-24T20:36:24.847030] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:24.847111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:24.854956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:24.857624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:24.858304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:24.858888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:24.862499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:36:24.876198] [INFO ] [LOCAL     ] DEI: Saved forecast.
[2025-12-24T20:36:24.876264] [INFO ] [main      ] DEI: Signal=1 (Conf=90.0%), Magnitude=0.48% (Conf=59.2048%)
[2025-12-24T20:36:24.876690] [INFO ] [main      ] Fetching symbol history for PSN...
[2025-12-24T20:36:24.876745] [DEBUG] [REMOTE    ] PSN: Fetching historical data.
[2025-12-24T20:36:24.877690] [INFO ] [main      ] Progress: 254/364 forecasts completed (69.8%). DEI finished in 0.7s. ETA: 19.1s. Rate: 345.00 forecasts/min
[2025-12-24T20:36:24.888501] [DEBUG] [REMOTE    ] PSN: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:24.889559] [DEBUG] [LOCAL     ] Loaded configuration for PSN: 4 features, N/A% accuracy
[2025-12-24T20:36:24.889631] [INFO ] [LOCAL     ] PSN: Loaded 4 optimal features with 61.67% confidence from JSON config
[2025-12-24T20:36:24.889662] [DEBUG] [MAG       ] Building data for symbol: PSN with lookback: 0
[2025-12-24T20:36:24.890418] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:24.890478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-24T20:36:24.891387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-24T20:36:24.892207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-24T20:36:24.893233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-24T20:36:24.895247] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:24.927991] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:25.033628] [DEBUG] [MAG       ] MOD: Last date is validated at 2025-12-24
[2025-12-24T20:36:25.157853] [DEBUG] [MAG       ] ZBH: Last date is validated at 2025-12-24
[2025-12-24T20:36:25.205711] [DEBUG] [MAG       ] MOD: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:25.240441] [DEBUG] [MAG       ] PSN: Last date is validated at 2025-12-24
[2025-12-24T20:36:25.334194] [INFO ] [LOCAL     ] MOD: Saved forecast.
[2025-12-24T20:36:25.334262] [INFO ] [main      ] MOD: Signal=1 (Conf=90.0%), Magnitude=-8.10% (Conf=41.4009%)
[2025-12-24T20:36:25.334429] [INFO ] [main      ] Fetching symbol history for SNN...
[2025-12-24T20:36:25.334472] [DEBUG] [REMOTE    ] SNN: Fetching historical data.
[2025-12-24T20:36:25.335655] [INFO ] [main      ] Progress: 255/364 forecasts completed (70.1%). MOD finished in 0.7s. ETA: 19.1s. Rate: 342.81 forecasts/min
[2025-12-24T20:36:25.346622] [DEBUG] [REMOTE    ] SNN: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:25.347843] [DEBUG] [LOCAL     ] Loaded configuration for SNN: 7 features, N/A% accuracy
[2025-12-24T20:36:25.347911] [INFO ] [LOCAL     ] SNN: Loaded 7 optimal features with 38.70% confidence from JSON config
[2025-12-24T20:36:25.347943] [DEBUG] [MAG       ] Building data for symbol: SNN with lookback: 0
[2025-12-24T20:36:25.348860] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-24T20:36:25.348929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:25.354371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:36:25.395193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-24T20:36:25.396238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-24T20:36:25.396920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-24T20:36:25.398709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-24T20:36:25.400683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-24T20:36:25.401412] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:25.406900] [DEBUG] [MAG       ] ZBH: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:25.411166] [DEBUG] [MAG       ] PSN: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:25.452562] [DEBUG] [MAG       ] TSLS: Last date is validated at 2025-12-24
[2025-12-24T20:36:25.513813] [INFO ] [LOCAL     ] ZBH: Saved forecast.
[2025-12-24T20:36:25.514067] [INFO ] [main      ] ZBH: Signal=1 (Conf=90.0%), Magnitude=0.42% (Conf=50.2566%)
[2025-12-24T20:36:25.514411] [INFO ] [main      ] Fetching symbol history for DHX...
[2025-12-24T20:36:25.514460] [DEBUG] [REMOTE    ] DHX: Fetching historical data.
[2025-12-24T20:36:25.514423] [INFO ] [main      ] Progress: 256/364 forecasts completed (70.3%). ZBH finished in 1.0s. ETA: 18.9s. Rate: 342.78 forecasts/min
[2025-12-24T20:36:25.526843] [DEBUG] [REMOTE    ] DHX: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:25.527990] [DEBUG] [LOCAL     ] Loaded configuration for DHX: 6 features, N/A% accuracy
[2025-12-24T20:36:25.528043] [INFO ] [LOCAL     ] DHX: Loaded 6 optimal features with 44.36% confidence from JSON config
[2025-12-24T20:36:25.528073] [DEBUG] [MAG       ] Building data for symbol: DHX with lookback: 0
[2025-12-24T20:36:25.528865] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:25.528926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:25.530625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:25.531154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-24T20:36:25.531841] [INFO ] [LOCAL     ] PSN: Saved forecast.
[2025-12-24T20:36:25.531911] [INFO ] [main      ] PSN: Signal=1 (Conf=90.0%), Magnitude=0.39% (Conf=61.672%)
[2025-12-24T20:36:25.532072] [INFO ] [main      ] Fetching symbol history for GAB...
[2025-12-24T20:36:25.534340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-24T20:36:25.532116] [DEBUG] [REMOTE    ] GAB: Fetching historical data.
[2025-12-24T20:36:25.537222] [INFO ] [main      ] Progress: 257/364 forecasts completed (70.6%). PSN finished in 0.7s. ETA: 18.7s. Rate: 343.94 forecasts/min
[2025-12-24T20:36:25.537258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-24T20:36:25.550596] [DEBUG] [REMOTE    ] GAB: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:25.552640] [DEBUG] [LOCAL     ] Loaded configuration for GAB: 4 features, N/A% accuracy
[2025-12-24T20:36:25.552706] [INFO ] [LOCAL     ] GAB: Loaded 4 optimal features with 35.76% confidence from JSON config
[2025-12-24T20:36:25.552739] [DEBUG] [MAG       ] Building data for symbol: GAB with lookback: 0
[2025-12-24T20:36:25.553490] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:25.553550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:25.554625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:36:25.557489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-24T20:36:25.560282] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:25.641036] [DEBUG] [MAG       ] TSLS: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:25.664502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-24T20:36:25.666675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-24T20:36:25.667889] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:25.726195] [INFO ] [LOCAL     ] TSLS: Saved forecast.
[2025-12-24T20:36:25.726262] [INFO ] [main      ] TSLS: Signal=1 (Conf=90.0%), Magnitude=3.58% (Conf=53.5905%)
[2025-12-24T20:36:25.726612] [INFO ] [main      ] Fetching symbol history for AMPX...
[2025-12-24T20:36:25.726671] [DEBUG] [REMOTE    ] AMPX: Fetching historical data.
[2025-12-24T20:36:25.726628] [INFO ] [main      ] Progress: 258/364 forecasts completed (70.9%). TSLS finished in 0.9s. ETA: 18.5s. Rate: 343.83 forecasts/min
[2025-12-24T20:36:25.738346] [DEBUG] [REMOTE    ] AMPX: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:25.739432] [DEBUG] [LOCAL     ] Loaded configuration for AMPX: 7 features, N/A% accuracy
[2025-12-24T20:36:25.739484] [INFO ] [LOCAL     ] AMPX: Loaded 7 optimal features with 55.49% confidence from JSON config
[2025-12-24T20:36:25.739514] [DEBUG] [MAG       ] Building data for symbol: AMPX with lookback: 0
[2025-12-24T20:36:25.740283] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-24T20:36:25.740345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:25.742186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:25.742885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:25.743310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:25.743715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:36:25.745716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-24T20:36:25.747698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-24T20:36:25.749015] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:25.760532] [DEBUG] [MAG       ] SNN: Last date is validated at 2025-12-24
[2025-12-24T20:36:25.934375] [DEBUG] [MAG       ] SNN: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:26.011628] [DEBUG] [MAG       ] GAB: Last date is validated at 2025-12-24
[2025-12-24T20:36:26.023211] [INFO ] [LOCAL     ] SNN: Saved forecast.
[2025-12-24T20:36:26.023289] [INFO ] [main      ] SNN: Signal=1 (Conf=90.0%), Magnitude=0.70% (Conf=38.7013%)
[2025-12-24T20:36:26.023451] [INFO ] [main      ] Fetching symbol history for SFNC...
[2025-12-24T20:36:26.023496] [DEBUG] [REMOTE    ] SFNC: Fetching historical data.
[2025-12-24T20:36:26.024657] [INFO ] [main      ] Progress: 259/364 forecasts completed (71.2%). SNN finished in 0.7s. ETA: 18.4s. Rate: 342.89 forecasts/min
[2025-12-24T20:36:26.036178] [DEBUG] [REMOTE    ] SFNC: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:26.038240] [DEBUG] [LOCAL     ] Loaded configuration for SFNC: 1 features, N/A% accuracy
[2025-12-24T20:36:26.038302] [INFO ] [LOCAL     ] SFNC: Loaded 1 optimal features with 51.74% confidence from JSON config
[2025-12-24T20:36:26.038343] [DEBUG] [MAG       ] Building data for symbol: SFNC with lookback: 0
[2025-12-24T20:36:26.039198] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-24T20:36:26.039286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:26.040012] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:26.051176] [DEBUG] [MAG       ] DHX: Last date is validated at 2025-12-24
[2025-12-24T20:36:26.089828] [DEBUG] [MAG       ] AMPX: Last date is validated at 2025-12-24
[2025-12-24T20:36:26.180639] [DEBUG] [MAG       ] GAB: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:26.256755] [DEBUG] [MAG       ] AMPX: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:26.303729] [INFO ] [LOCAL     ] GAB: Saved forecast.
[2025-12-24T20:36:26.303796] [INFO ] [main      ] GAB: Signal=1 (Conf=90.0%), Magnitude=-0.08% (Conf=35.7574%)
[2025-12-24T20:36:26.304140] [INFO ] [main      ] Progress: 260/364 forecasts completed (71.4%). GAB finished in 0.8s. ETA: 18.2s. Rate: 342.11 forecasts/min
[2025-12-24T20:36:26.304290] [INFO ] [main      ] Fetching symbol history for PSCE...
[2025-12-24T20:36:26.304334] [DEBUG] [REMOTE    ] PSCE: Fetching historical data.
[2025-12-24T20:36:26.316025] [DEBUG] [REMOTE    ] PSCE: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:26.317215] [DEBUG] [LOCAL     ] Loaded configuration for PSCE: 4 features, N/A% accuracy
[2025-12-24T20:36:26.317265] [INFO ] [LOCAL     ] PSCE: Loaded 4 optimal features with 59.13% confidence from JSON config
[2025-12-24T20:36:26.317295] [DEBUG] [MAG       ] Building data for symbol: PSCE with lookback: 0
[2025-12-24T20:36:26.317684] [DEBUG] [MAG       ] DHX: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:26.318089] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:26.318149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:26.319847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:26.320339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:26.320753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:36:26.321954] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:26.333988] [INFO ] [LOCAL     ] AMPX: Saved forecast.
[2025-12-24T20:36:26.334058] [INFO ] [main      ] AMPX: Signal=1 (Conf=90.0%), Magnitude=0.95% (Conf=55.49%)
[2025-12-24T20:36:26.334470] [INFO ] [main      ] Fetching symbol history for NNI...
[2025-12-24T20:36:26.334524] [DEBUG] [REMOTE    ] NNI: Fetching historical data.
[2025-12-24T20:36:26.334649] [INFO ] [main      ] Progress: 261/364 forecasts completed (71.7%). AMPX finished in 0.6s. ETA: 18.0s. Rate: 343.19 forecasts/min
[2025-12-24T20:36:26.345960] [DEBUG] [REMOTE    ] NNI: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:26.347019] [DEBUG] [LOCAL     ] Loaded configuration for NNI: 7 features, N/A% accuracy
[2025-12-24T20:36:26.347071] [INFO ] [LOCAL     ] NNI: Loaded 7 optimal features with 59.32% confidence from JSON config
[2025-12-24T20:36:26.347101] [DEBUG] [MAG       ] Building data for symbol: NNI with lookback: 0
[2025-12-24T20:36:26.347913] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-24T20:36:26.347973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:26.352702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:26.354424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:26.354925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:26.355354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:26.355765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:36:26.356942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-24T20:36:26.357555] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:26.383910] [DEBUG] [MAG       ] SFNC: Last date is validated at 2025-12-24
[2025-12-24T20:36:26.396618] [INFO ] [LOCAL     ] DHX: Saved forecast.
[2025-12-24T20:36:26.396690] [INFO ] [main      ] DHX: Signal=1 (Conf=90.0%), Magnitude=3.61% (Conf=44.3582%)
[2025-12-24T20:36:26.397234] [INFO ] [main      ] Fetching symbol history for MEI...
[2025-12-24T20:36:26.397294] [DEBUG] [REMOTE    ] MEI: Fetching historical data.
[2025-12-24T20:36:26.398619] [INFO ] [main      ] Progress: 262/364 forecasts completed (72.0%). DHX finished in 0.9s. ETA: 17.8s. Rate: 344.02 forecasts/min
[2025-12-24T20:36:26.414026] [DEBUG] [REMOTE    ] MEI: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:26.416101] [DEBUG] [LOCAL     ] Loaded configuration for MEI: 5 features, N/A% accuracy
[2025-12-24T20:36:26.416179] [INFO ] [LOCAL     ] MEI: Loaded 5 optimal features with 64.79% confidence from JSON config
[2025-12-24T20:36:26.416230] [DEBUG] [MAG       ] Building data for symbol: MEI with lookback: 0
[2025-12-24T20:36:26.417352] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:26.417432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-24T20:36:26.420390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:26.423214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:26.423970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-24T20:36:26.425596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-24T20:36:26.428497] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:26.554497] [DEBUG] [MAG       ] SFNC: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:26.619496] [INFO ] [LOCAL     ] SFNC: Saved forecast.
[2025-12-24T20:36:26.619562] [INFO ] [main      ] SFNC: Signal=1 (Conf=90.0%), Magnitude=-0.08% (Conf=51.7447%)
[2025-12-24T20:36:26.619739] [INFO ] [main      ] Fetching symbol history for BNTX...
[2025-12-24T20:36:26.619783] [DEBUG] [REMOTE    ] BNTX: Fetching historical data.
[2025-12-24T20:36:26.622661] [INFO ] [main      ] Progress: 263/364 forecasts completed (72.3%). SFNC finished in 0.6s. ETA: 17.6s. Rate: 343.65 forecasts/min
[2025-12-24T20:36:26.632734] [DEBUG] [REMOTE    ] BNTX: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:26.634365] [DEBUG] [LOCAL     ] Loaded configuration for BNTX: 2 features, N/A% accuracy
[2025-12-24T20:36:26.634422] [INFO ] [LOCAL     ] BNTX: Loaded 2 optimal features with 50.49% confidence from JSON config
[2025-12-24T20:36:26.634453] [DEBUG] [MAG       ] Building data for symbol: BNTX with lookback: 0
[2025-12-24T20:36:26.635229] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-24T20:36:26.635287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:26.640052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:36:26.641284] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:26.658161] [DEBUG] [MAG       ] PSCE: Last date is validated at 2025-12-24
[2025-12-24T20:36:26.721736] [DEBUG] [MAG       ] NNI: Last date is validated at 2025-12-24
[2025-12-24T20:36:26.827838] [DEBUG] [MAG       ] PSCE: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:26.901510] [DEBUG] [MAG       ] NNI: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:26.915506] [INFO ] [LOCAL     ] PSCE: Saved forecast.
[2025-12-24T20:36:26.915599] [INFO ] [main      ] PSCE: Signal=1 (Conf=90.0%), Magnitude=2.02% (Conf=59.1306%)
[2025-12-24T20:36:26.915766] [INFO ] [main      ] Fetching symbol history for FBIN...
[2025-12-24T20:36:26.915976] [DEBUG] [REMOTE    ] FBIN: Fetching historical data.
[2025-12-24T20:36:26.917646] [INFO ] [main      ] Progress: 264/364 forecasts completed (72.5%). PSCE finished in 0.6s. ETA: 17.5s. Rate: 342.76 forecasts/min
[2025-12-24T20:36:26.929024] [DEBUG] [REMOTE    ] FBIN: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:26.929987] [DEBUG] [LOCAL     ] Loaded configuration for FBIN: 4 features, N/A% accuracy
[2025-12-24T20:36:26.930043] [INFO ] [LOCAL     ] FBIN: Loaded 4 optimal features with 58.57% confidence from JSON config
[2025-12-24T20:36:26.930076] [DEBUG] [MAG       ] Building data for symbol: FBIN with lookback: 0
[2025-12-24T20:36:26.930931] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:26.930993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:26.932792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:26.933314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:26.933930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:26.934715] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:26.947078] [DEBUG] [MAG       ] MEI: Last date is validated at 2025-12-24
[2025-12-24T20:36:26.977427] [DEBUG] [MAG       ] BNTX: Last date is validated at 2025-12-24
[2025-12-24T20:36:27.007319] [INFO ] [LOCAL     ] NNI: Saved forecast.
[2025-12-24T20:36:27.007383] [INFO ] [main      ] NNI: Signal=1 (Conf=90.0%), Magnitude=-0.94% (Conf=59.3173%)
[2025-12-24T20:36:27.007949] [INFO ] [main      ] Fetching symbol history for COLM...
[2025-12-24T20:36:27.008004] [DEBUG] [REMOTE    ] COLM: Fetching historical data.
[2025-12-24T20:36:27.008669] [INFO ] [main      ] Progress: 265/364 forecasts completed (72.8%). NNI finished in 0.7s. ETA: 17.3s. Rate: 343.38 forecasts/min
[2025-12-24T20:36:27.019945] [DEBUG] [REMOTE    ] COLM: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:27.021075] [DEBUG] [LOCAL     ] Loaded configuration for COLM: 8 features, N/A% accuracy
[2025-12-24T20:36:27.021129] [INFO ] [LOCAL     ] COLM: Loaded 8 optimal features with 54.90% confidence from JSON config
[2025-12-24T20:36:27.021162] [DEBUG] [MAG       ] Building data for symbol: COLM with lookback: 0
[2025-12-24T20:36:27.021968] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-24T20:36:27.022032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:36:27.062710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-24T20:36:27.064109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-24T20:36:27.065187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:27.066931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:27.067404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-24T20:36:27.069199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-24T20:36:27.070439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-24T20:36:27.071127] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:27.146917] [DEBUG] [MAG       ] BNTX: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:27.215736] [DEBUG] [MAG       ] MEI: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:27.266671] [INFO ] [LOCAL     ] BNTX: Saved forecast.
[2025-12-24T20:36:27.267088] [INFO ] [main      ] BNTX: Signal=1 (Conf=90.0%), Magnitude=3.48% (Conf=50.4893%)
[2025-12-24T20:36:27.267519] [INFO ] [main      ] Fetching symbol history for PLPC...
[2025-12-24T20:36:27.267586] [DEBUG] [REMOTE    ] PLPC: Fetching historical data.
[2025-12-24T20:36:27.269961] [INFO ] [main      ] Progress: 266/364 forecasts completed (73.1%). BNTX finished in 0.6s. ETA: 17.2s. Rate: 342.74 forecasts/min
[2025-12-24T20:36:27.280025] [DEBUG] [REMOTE    ] PLPC: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:27.280983] [DEBUG] [LOCAL     ] Loaded configuration for PLPC: 4 features, N/A% accuracy
[2025-12-24T20:36:27.281036] [INFO ] [LOCAL     ] PLPC: Loaded 4 optimal features with 48.35% confidence from JSON config
[2025-12-24T20:36:27.281078] [DEBUG] [MAG       ] Building data for symbol: PLPC with lookback: 0
[2025-12-24T20:36:27.281894] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:27.281953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:27.286665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:27.288392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:27.288886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:27.289328] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:27.293315] [DEBUG] [MAG       ] FBIN: Last date is validated at 2025-12-24
[2025-12-24T20:36:27.314220] [INFO ] [LOCAL     ] MEI: Saved forecast.
[2025-12-24T20:36:27.314315] [INFO ] [main      ] MEI: Signal=1 (Conf=90.0%), Magnitude=5.73% (Conf=64.7936%)
[2025-12-24T20:36:27.314775] [INFO ] [main      ] Fetching symbol history for FIXD...
[2025-12-24T20:36:27.314836] [DEBUG] [REMOTE    ] FIXD: Fetching historical data.
[2025-12-24T20:36:27.316645] [INFO ] [main      ] Progress: 267/364 forecasts completed (73.4%). MEI finished in 0.9s. ETA: 16.9s. Rate: 343.68 forecasts/min
[2025-12-24T20:36:27.332505] [DEBUG] [REMOTE    ] FIXD: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:27.333679] [DEBUG] [LOCAL     ] Loaded configuration for FIXD: 4 features, N/A% accuracy
[2025-12-24T20:36:27.333758] [INFO ] [LOCAL     ] FIXD: Loaded 4 optimal features with 63.37% confidence from JSON config
[2025-12-24T20:36:27.333812] [DEBUG] [MAG       ] Building data for symbol: FIXD with lookback: 0
[2025-12-24T20:36:27.335000] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:27.335086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:27.337709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:27.338570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:27.339995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-24T20:36:27.344012] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:27.413496] [DEBUG] [MAG       ] COLM: Last date is validated at 2025-12-24
[2025-12-24T20:36:27.465884] [DEBUG] [MAG       ] FBIN: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:27.563212] [INFO ] [LOCAL     ] FBIN: Saved forecast.
[2025-12-24T20:36:27.563277] [INFO ] [main      ] FBIN: Signal=1 (Conf=90.0%), Magnitude=2.20% (Conf=58.5696%)
[2025-12-24T20:36:27.563454] [INFO ] [main      ] Fetching symbol history for DCOM...
[2025-12-24T20:36:27.563499] [DEBUG] [REMOTE    ] DCOM: Fetching historical data.
[2025-12-24T20:36:27.565654] [INFO ] [main      ] Progress: 268/364 forecasts completed (73.6%). FBIN finished in 0.6s. ETA: 16.8s. Rate: 343.14 forecasts/min
[2025-12-24T20:36:27.576607] [DEBUG] [REMOTE    ] DCOM: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:27.577758] [DEBUG] [LOCAL     ] Loaded configuration for DCOM: 3 features, N/A% accuracy
[2025-12-24T20:36:27.577814] [INFO ] [LOCAL     ] DCOM: Loaded 3 optimal features with 63.89% confidence from JSON config
[2025-12-24T20:36:27.577846] [DEBUG] [MAG       ] Building data for symbol: DCOM with lookback: 0
[2025-12-24T20:36:27.578656] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:36:27.578718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:27.581016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:27.581545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-24T20:36:27.584649] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:27.588528] [DEBUG] [MAG       ] COLM: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:27.626466] [DEBUG] [MAG       ] PLPC: Last date is validated at 2025-12-24
[2025-12-24T20:36:27.698451] [INFO ] [LOCAL     ] COLM: Saved forecast.
[2025-12-24T20:36:27.698527] [INFO ] [main      ] COLM: Signal=1 (Conf=90.0%), Magnitude=-0.99% (Conf=54.8989%)
[2025-12-24T20:36:27.699125] [INFO ] [main      ] Fetching symbol history for TRC...
[2025-12-24T20:36:27.699177] [DEBUG] [REMOTE    ] TRC: Fetching historical data.
[2025-12-24T20:36:27.699649] [INFO ] [main      ] Progress: 269/364 forecasts completed (73.9%). COLM finished in 0.7s. ETA: 16.6s. Rate: 343.44 forecasts/min
[2025-12-24T20:36:27.711961] [DEBUG] [REMOTE    ] TRC: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:27.712960] [DEBUG] [LOCAL     ] Loaded configuration for TRC: 7 features, N/A% accuracy
[2025-12-24T20:36:27.713025] [INFO ] [LOCAL     ] TRC: Loaded 7 optimal features with 64.29% confidence from JSON config
[2025-12-24T20:36:27.713060] [DEBUG] [MAG       ] Building data for symbol: TRC with lookback: 0
[2025-12-24T20:36:27.713968] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-24T20:36:27.714030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:27.715964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:27.716482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:27.716917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-24T20:36:27.718194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-24T20:36:27.719068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-24T20:36:27.722138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-24T20:36:27.725398] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:27.797640] [DEBUG] [MAG       ] PLPC: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:27.917175] [INFO ] [LOCAL     ] PLPC: Saved forecast.
[2025-12-24T20:36:27.917242] [INFO ] [main      ] PLPC: Signal=1 (Conf=90.0%), Magnitude=-3.58% (Conf=48.3497%)
[2025-12-24T20:36:27.917430] [INFO ] [main      ] Fetching symbol history for GSK...
[2025-12-24T20:36:27.917474] [DEBUG] [REMOTE    ] GSK: Fetching historical data.
[2025-12-24T20:36:27.918291] [INFO ] [main      ] Progress: 270/364 forecasts completed (74.2%). PLPC finished in 0.6s. ETA: 16.4s. Rate: 343.12 forecasts/min
[2025-12-24T20:36:27.920500] [DEBUG] [MAG       ] FIXD: Last date is validated at 2025-12-24
[2025-12-24T20:36:27.922820] [DEBUG] [MAG       ] DCOM: Last date is validated at 2025-12-24
[2025-12-24T20:36:27.929412] [DEBUG] [REMOTE    ] GSK: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:27.930595] [DEBUG] [LOCAL     ] Loaded configuration for GSK: 4 features, N/A% accuracy
[2025-12-24T20:36:27.930652] [INFO ] [LOCAL     ] GSK: Loaded 4 optimal features with 61.58% confidence from JSON config
[2025-12-24T20:36:27.930684] [DEBUG] [MAG       ] Building data for symbol: GSK with lookback: 0
[2025-12-24T20:36:27.931610] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:27.931674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:27.933675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:27.934172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:27.934623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:36:27.973009] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:28.079156] [DEBUG] [MAG       ] TRC: Last date is validated at 2025-12-24
[2025-12-24T20:36:28.091250] [DEBUG] [MAG       ] DCOM: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:28.169142] [INFO ] [LOCAL     ] DCOM: Saved forecast.
[2025-12-24T20:36:28.169208] [INFO ] [main      ] DCOM: Signal=1 (Conf=90.0%), Magnitude=0.09% (Conf=63.8913%)
[2025-12-24T20:36:28.169390] [INFO ] [main      ] Fetching symbol history for GHRS...
[2025-12-24T20:36:28.169434] [DEBUG] [REMOTE    ] GHRS: Fetching historical data.
[2025-12-24T20:36:28.171062] [INFO ] [main      ] Progress: 271/364 forecasts completed (74.5%). DCOM finished in 0.6s. ETA: 16.3s. Rate: 342.55 forecasts/min
[2025-12-24T20:36:28.182408] [DEBUG] [REMOTE    ] GHRS: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:28.183756] [DEBUG] [LOCAL     ] Loaded configuration for GHRS: 4 features, N/A% accuracy
[2025-12-24T20:36:28.183808] [INFO ] [LOCAL     ] GHRS: Loaded 4 optimal features with 50.86% confidence from JSON config
[2025-12-24T20:36:28.183839] [DEBUG] [MAG       ] Building data for symbol: GHRS with lookback: 0
[2025-12-24T20:36:28.184619] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:28.184677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:28.185363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:36:28.187006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-24T20:36:28.188002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-24T20:36:28.189793] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:28.212725] [DEBUG] [MAG       ] FIXD: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:28.260149] [DEBUG] [MAG       ] TRC: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:28.293421] [INFO ] [LOCAL     ] FIXD: Saved forecast.
[2025-12-24T20:36:28.293492] [INFO ] [main      ] FIXD: Signal=1 (Conf=90.0%), Magnitude=-0.30% (Conf=63.3698%)
[2025-12-24T20:36:28.293888] [INFO ] [main      ] Fetching symbol history for WNEB...
[2025-12-24T20:36:28.293940] [DEBUG] [REMOTE    ] WNEB: Fetching historical data.
[2025-12-24T20:36:28.294666] [INFO ] [main      ] Progress: 272/364 forecasts completed (74.7%). FIXD finished in 1.0s. ETA: 16.1s. Rate: 342.93 forecasts/min
[2025-12-24T20:36:28.305705] [DEBUG] [REMOTE    ] WNEB: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:28.307136] [DEBUG] [LOCAL     ] Loaded configuration for WNEB: 4 features, N/A% accuracy
[2025-12-24T20:36:28.307191] [INFO ] [LOCAL     ] WNEB: Loaded 4 optimal features with 43.15% confidence from JSON config
[2025-12-24T20:36:28.307222] [DEBUG] [MAG       ] Building data for symbol: WNEB with lookback: 0
[2025-12-24T20:36:28.308066] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:28.308128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:28.309944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:28.310494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:28.310974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:28.311786] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:28.317104] [DEBUG] [MAG       ] GSK: Last date is validated at 2025-12-24
[2025-12-24T20:36:28.333550] [INFO ] [LOCAL     ] TRC: Saved forecast.
[2025-12-24T20:36:28.333641] [INFO ] [main      ] TRC: Signal=1 (Conf=90.0%), Magnitude=-1.38% (Conf=64.291%)
[2025-12-24T20:36:28.334090] [INFO ] [main      ] Fetching symbol history for SKRE...
[2025-12-24T20:36:28.334144] [DEBUG] [REMOTE    ] SKRE: Fetching historical data.
[2025-12-24T20:36:28.334661] [INFO ] [main      ] Progress: 273/364 forecasts completed (75.0%). TRC finished in 0.6s. ETA: 15.9s. Rate: 343.90 forecasts/min
[2025-12-24T20:36:28.346378] [DEBUG] [REMOTE    ] SKRE: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:28.347414] [DEBUG] [LOCAL     ] Loaded configuration for SKRE: 9 features, N/A% accuracy
[2025-12-24T20:36:28.347471] [INFO ] [LOCAL     ] SKRE: Loaded 9 optimal features with 61.22% confidence from JSON config
[2025-12-24T20:36:28.347502] [DEBUG] [MAG       ] Building data for symbol: SKRE with lookback: 0
[2025-12-24T20:36:28.348320] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-24T20:36:28.348385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:28.350181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:28.350716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:28.351128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:28.351905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-24T20:36:28.352663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-24T20:36:28.432296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-24T20:36:28.434445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-24T20:36:28.435669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-24T20:36:28.436355] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:28.490211] [DEBUG] [MAG       ] GSK: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:28.527410] [DEBUG] [MAG       ] GHRS: Last date is validated at 2025-12-24
[2025-12-24T20:36:28.570036] [INFO ] [LOCAL     ] GSK: Saved forecast.
[2025-12-24T20:36:28.570104] [INFO ] [main      ] GSK: Signal=1 (Conf=90.0%), Magnitude=-0.53% (Conf=61.5832%)
[2025-12-24T20:36:28.570425] [INFO ] [main      ] Fetching symbol history for HELE...
[2025-12-24T20:36:28.570476] [DEBUG] [REMOTE    ] HELE: Fetching historical data.
[2025-12-24T20:36:28.571304] [INFO ] [main      ] Progress: 274/364 forecasts completed (75.3%). GSK finished in 0.7s. ETA: 15.7s. Rate: 343.45 forecasts/min
[2025-12-24T20:36:28.583272] [DEBUG] [REMOTE    ] HELE: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:28.584471] [DEBUG] [LOCAL     ] Loaded configuration for HELE: 3 features, N/A% accuracy
[2025-12-24T20:36:28.584526] [INFO ] [LOCAL     ] HELE: Loaded 3 optimal features with 55.36% confidence from JSON config
[2025-12-24T20:36:28.584559] [DEBUG] [MAG       ] Building data for symbol: HELE with lookback: 0
[2025-12-24T20:36:28.585349] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:36:28.585407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:28.590979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-24T20:36:28.666638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-24T20:36:28.668389] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:28.697417] [DEBUG] [MAG       ] GHRS: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:28.784635] [DEBUG] [MAG       ] SKRE: Last date is validated at 2025-12-24
[2025-12-24T20:36:28.795969] [INFO ] [LOCAL     ] GHRS: Saved forecast.
[2025-12-24T20:36:28.796035] [INFO ] [main      ] GHRS: Signal=1 (Conf=90.0%), Magnitude=-3.37% (Conf=50.8551%)
[2025-12-24T20:36:28.796204] [INFO ] [main      ] Fetching symbol history for HRMY...
[2025-12-24T20:36:28.796597] [DEBUG] [REMOTE    ] HRMY: Fetching historical data.
[2025-12-24T20:36:28.799393] [INFO ] [main      ] Progress: 275/364 forecasts completed (75.5%). GHRS finished in 0.6s. ETA: 15.6s. Rate: 343.07 forecasts/min
[2025-12-24T20:36:28.812018] [DEBUG] [REMOTE    ] HRMY: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:28.813083] [DEBUG] [LOCAL     ] Loaded configuration for HRMY: 5 features, N/A% accuracy
[2025-12-24T20:36:28.813142] [INFO ] [LOCAL     ] HRMY: Loaded 5 optimal features with 61.39% confidence from JSON config
[2025-12-24T20:36:28.813176] [DEBUG] [MAG       ] Building data for symbol: HRMY with lookback: 0
[2025-12-24T20:36:28.814238] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:28.814299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:28.819553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:28.821615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:28.822101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:28.822492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-24T20:36:28.823617] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:28.854454] [DEBUG] [MAG       ] WNEB: Last date is validated at 2025-12-24
[2025-12-24T20:36:28.955770] [DEBUG] [MAG       ] SKRE: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:29.007568] [DEBUG] [MAG       ] HELE: Last date is validated at 2025-12-24
[2025-12-24T20:36:29.044045] [INFO ] [LOCAL     ] SKRE: Saved forecast.
[2025-12-24T20:36:29.044113] [INFO ] [main      ] SKRE: Signal=1 (Conf=90.0%), Magnitude=1.26% (Conf=61.2197%)
[2025-12-24T20:36:29.044452] [INFO ] [main      ] Fetching symbol history for WB...
[2025-12-24T20:36:29.044503] [DEBUG] [REMOTE    ] WB: Fetching historical data.
[2025-12-24T20:36:29.044665] [INFO ] [main      ] Progress: 276/364 forecasts completed (75.8%). SKRE finished in 0.7s. ETA: 15.4s. Rate: 342.57 forecasts/min
[2025-12-24T20:36:29.056316] [DEBUG] [REMOTE    ] WB: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:29.057330] [DEBUG] [LOCAL     ] Loaded configuration for WB: 5 features, N/A% accuracy
[2025-12-24T20:36:29.057388] [INFO ] [LOCAL     ] WB: Loaded 5 optimal features with 61.34% confidence from JSON config
[2025-12-24T20:36:29.057420] [DEBUG] [MAG       ] Building data for symbol: WB with lookback: 0
[2025-12-24T20:36:29.058433] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:29.058495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:29.060430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:29.061147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:29.062085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-24T20:36:29.063682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-24T20:36:29.065188] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:29.124417] [DEBUG] [MAG       ] WNEB: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:29.175305] [DEBUG] [MAG       ] HRMY: Last date is validated at 2025-12-24
[2025-12-24T20:36:29.175672] [DEBUG] [MAG       ] HELE: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:29.205638] [INFO ] [LOCAL     ] WNEB: Saved forecast.
[2025-12-24T20:36:29.205706] [INFO ] [main      ] WNEB: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=43.1452%)
[2025-12-24T20:36:29.205864] [INFO ] [main      ] Fetching symbol history for SMFG...
[2025-12-24T20:36:29.205907] [DEBUG] [REMOTE    ] SMFG: Fetching historical data.
[2025-12-24T20:36:29.207006] [INFO ] [main      ] Progress: 277/364 forecasts completed (76.1%). WNEB finished in 0.9s. ETA: 15.2s. Rate: 342.66 forecasts/min
[2025-12-24T20:36:29.218678] [DEBUG] [REMOTE    ] SMFG: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:29.219680] [DEBUG] [LOCAL     ] Loaded configuration for SMFG: 10 features, N/A% accuracy
[2025-12-24T20:36:29.219745] [INFO ] [LOCAL     ] SMFG: Loaded 10 optimal features with 48.64% confidence from JSON config
[2025-12-24T20:36:29.219785] [DEBUG] [MAG       ] Building data for symbol: SMFG with lookback: 0
[2025-12-24T20:36:29.220840] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-24T20:36:29.220923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:29.227898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:29.230752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:29.231488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:29.232114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:29.233239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:29.234421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:36:29.272078] [INFO ] [LOCAL     ] HELE: Saved forecast.
[2025-12-24T20:36:29.272147] [INFO ] [main      ] HELE: Signal=1 (Conf=90.0%), Magnitude=-1.22% (Conf=55.3642%)
[2025-12-24T20:36:29.272513] [INFO ] [main      ] Progress: 278/364 forecasts completed (76.4%). HELE finished in 0.7s. ETA: 15.0s. Rate: 343.43 forecasts/min
[2025-12-24T20:36:29.272658] [INFO ] [main      ] Fetching symbol history for ASML...
[2025-12-24T20:36:29.272700] [DEBUG] [REMOTE    ] ASML: Fetching historical data.
[2025-12-24T20:36:29.285134] [DEBUG] [REMOTE    ] ASML: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:29.286269] [DEBUG] [LOCAL     ] Loaded configuration for ASML: 4 features, N/A% accuracy
[2025-12-24T20:36:29.286319] [INFO ] [LOCAL     ] ASML: Loaded 4 optimal features with 48.39% confidence from JSON config
[2025-12-24T20:36:29.286349] [DEBUG] [MAG       ] Building data for symbol: ASML with lookback: 0
[2025-12-24T20:36:29.287149] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:29.287208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:29.291918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:36:29.298957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-24T20:36:29.303730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-24T20:36:29.304531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-24T20:36:29.305448] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:29.350050] [DEBUG] [MAG       ] HRMY: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:29.400231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-24T20:36:29.403413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-24T20:36:29.404535] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:29.413310] [DEBUG] [MAG       ] WB: Last date is validated at 2025-12-24
[2025-12-24T20:36:29.438167] [INFO ] [LOCAL     ] HRMY: Saved forecast.
[2025-12-24T20:36:29.438243] [INFO ] [main      ] HRMY: Signal=1 (Conf=90.0%), Magnitude=0.56% (Conf=61.39%)
[2025-12-24T20:36:29.438697] [INFO ] [main      ] Progress: 279/364 forecasts completed (76.6%). HRMY finished in 0.6s. ETA: 14.8s. Rate: 343.49 forecasts/min
[2025-12-24T20:36:29.438838] [INFO ] [main      ] Fetching symbol history for NTB...
[2025-12-24T20:36:29.438884] [DEBUG] [REMOTE    ] NTB: Fetching historical data.
[2025-12-24T20:36:29.452535] [DEBUG] [REMOTE    ] NTB: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:29.454590] [DEBUG] [LOCAL     ] Loaded configuration for NTB: 2 features, N/A% accuracy
[2025-12-24T20:36:29.454650] [INFO ] [LOCAL     ] NTB: Loaded 2 optimal features with 47.83% confidence from JSON config
[2025-12-24T20:36:29.454683] [DEBUG] [MAG       ] Building data for symbol: NTB with lookback: 0
[2025-12-24T20:36:29.455467] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-24T20:36:29.455527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:29.461332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:29.464044] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:29.591498] [DEBUG] [MAG       ] WB: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:29.713378] [INFO ] [LOCAL     ] WB: Saved forecast.
[2025-12-24T20:36:29.713445] [INFO ] [main      ] WB: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=61.3405%)
[2025-12-24T20:36:29.713823] [INFO ] [main      ] Fetching symbol history for KTB...
[2025-12-24T20:36:29.713874] [DEBUG] [REMOTE    ] KTB: Fetching historical data.
[2025-12-24T20:36:29.714662] [INFO ] [main      ] Progress: 280/364 forecasts completed (76.9%). WB finished in 0.7s. ETA: 14.7s. Rate: 342.78 forecasts/min
[2025-12-24T20:36:29.724871] [DEBUG] [REMOTE    ] KTB: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:29.725890] [DEBUG] [LOCAL     ] Loaded configuration for KTB: 7 features, N/A% accuracy
[2025-12-24T20:36:29.725942] [INFO ] [LOCAL     ] KTB: Loaded 7 optimal features with 48.39% confidence from JSON config
[2025-12-24T20:36:29.725972] [DEBUG] [MAG       ] Building data for symbol: KTB with lookback: 0
[2025-12-24T20:36:29.726761] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-24T20:36:29.726822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:29.728468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:29.728983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:29.730307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:29.732860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:36:29.747432] [DEBUG] [MAG       ] ASML: Last date is validated at 2025-12-24
[2025-12-24T20:36:29.803646] [DEBUG] [MAG       ] NTB: Last date is validated at 2025-12-24
[2025-12-24T20:36:29.839181] [DEBUG] [MAG       ] SMFG: Last date is validated at 2025-12-24
[2025-12-24T20:36:29.847312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-24T20:36:29.848343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-24T20:36:29.848996] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:29.915392] [DEBUG] [MAG       ] ASML: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:29.979863] [DEBUG] [MAG       ] NTB: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:30.058850] [INFO ] [LOCAL     ] NTB: Saved forecast.
[2025-12-24T20:36:30.058916] [INFO ] [main      ] NTB: Signal=1 (Conf=90.0%), Magnitude=0.16% (Conf=47.8289%)
[2025-12-24T20:36:30.059074] [INFO ] [main      ] Fetching symbol history for TBI...
[2025-12-24T20:36:30.059117] [DEBUG] [REMOTE    ] TBI: Fetching historical data.
[2025-12-24T20:36:30.063883] [INFO ] [main      ] Progress: 281/364 forecasts completed (77.2%). NTB finished in 0.6s. ETA: 14.6s. Rate: 341.57 forecasts/min
[2025-12-24T20:36:30.072823] [INFO ] [LOCAL     ] ASML: Saved forecast.
[2025-12-24T20:36:30.072892] [INFO ] [main      ] ASML: Signal=1 (Conf=90.0%), Magnitude=0.42% (Conf=48.3918%)
[2025-12-24T20:36:30.073051] [INFO ] [main      ] Fetching symbol history for JLL...
[2025-12-24T20:36:30.073093] [DEBUG] [REMOTE    ] JLL: Fetching historical data.
[2025-12-24T20:36:30.074535] [DEBUG] [REMOTE    ] TBI: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:30.074817] [INFO ] [main      ] Progress: 282/364 forecasts completed (77.5%). ASML finished in 0.8s. ETA: 14.4s. Rate: 342.71 forecasts/min
[2025-12-24T20:36:30.075461] [DEBUG] [LOCAL     ] Loaded configuration for TBI: 0 features, N/A% accuracy
[2025-12-24T20:36:30.075521] [INFO ] [LOCAL     ] TBI: Loaded 0 optimal features with 56.92% confidence from JSON config
[2025-12-24T20:36:30.075553] [DEBUG] [MAG       ] Building data for symbol: TBI with lookback: 0
[2025-12-24T20:36:30.076356] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-24T20:36:30.084939] [DEBUG] [REMOTE    ] JLL: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:30.085832] [DEBUG] [LOCAL     ] Loaded configuration for JLL: 3 features, N/A% accuracy
[2025-12-24T20:36:30.086041] [INFO ] [LOCAL     ] JLL: Loaded 3 optimal features with 45.30% confidence from JSON config
[2025-12-24T20:36:30.086073] [DEBUG] [MAG       ] Building data for symbol: JLL with lookback: 0
[2025-12-24T20:36:30.086865] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:36:30.086923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:30.091688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:30.092483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-24T20:36:30.095047] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:30.102899] [DEBUG] [MAG       ] SMFG: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:30.196764] [DEBUG] [MAG       ] KTB: Last date is validated at 2025-12-24
[2025-12-24T20:36:30.202683] [INFO ] [LOCAL     ] SMFG: Saved forecast.
[2025-12-24T20:36:30.202761] [INFO ] [main      ] SMFG: Signal=1 (Conf=90.0%), Magnitude=0.61% (Conf=48.6359%)
[2025-12-24T20:36:30.203125] [INFO ] [main      ] Fetching symbol history for HPQ...
[2025-12-24T20:36:30.203178] [DEBUG] [REMOTE    ] HPQ: Fetching historical data.
[2025-12-24T20:36:30.203653] [INFO ] [main      ] Progress: 283/364 forecasts completed (77.7%). SMFG finished in 1.0s. ETA: 14.2s. Rate: 343.03 forecasts/min
[2025-12-24T20:36:30.214338] [DEBUG] [REMOTE    ] HPQ: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:30.215424] [DEBUG] [LOCAL     ] Loaded configuration for HPQ: 1 features, N/A% accuracy
[2025-12-24T20:36:30.215478] [INFO ] [LOCAL     ] HPQ: Loaded 1 optimal features with 48.77% confidence from JSON config
[2025-12-24T20:36:30.215510] [DEBUG] [MAG       ] Building data for symbol: HPQ with lookback: 0
[2025-12-24T20:36:30.216300] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-24T20:36:30.216359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:36:30.277746] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:30.365448] [DEBUG] [MAG       ] KTB: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:30.414709] [DEBUG] [MAG       ] TBI: Last date is validated at 2025-12-24
[2025-12-24T20:36:30.428680] [DEBUG] [MAG       ] JLL: Last date is validated at 2025-12-24
[2025-12-24T20:36:30.477190] [INFO ] [LOCAL     ] KTB: Saved forecast.
[2025-12-24T20:36:30.477260] [INFO ] [main      ] KTB: Signal=1 (Conf=90.0%), Magnitude=1.29% (Conf=48.3931%)
[2025-12-24T20:36:30.477664] [INFO ] [main      ] Fetching symbol history for CHCO...
[2025-12-24T20:36:30.477715] [DEBUG] [REMOTE    ] CHCO: Fetching historical data.
[2025-12-24T20:36:30.478647] [INFO ] [main      ] Progress: 284/364 forecasts completed (78.0%). KTB finished in 0.8s. ETA: 14.0s. Rate: 342.34 forecasts/min
[2025-12-24T20:36:30.491206] [DEBUG] [REMOTE    ] CHCO: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:30.492435] [DEBUG] [LOCAL     ] Loaded configuration for CHCO: 5 features, N/A% accuracy
[2025-12-24T20:36:30.492512] [INFO ] [LOCAL     ] CHCO: Loaded 5 optimal features with 56.18% confidence from JSON config
[2025-12-24T20:36:30.492564] [DEBUG] [MAG       ] Building data for symbol: CHCO with lookback: 0
[2025-12-24T20:36:30.493723] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:30.493801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:30.495022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-24T20:36:30.495720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-24T20:36:30.496415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-24T20:36:30.500898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-24T20:36:30.502392] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:30.583525] [DEBUG] [MAG       ] TBI: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:30.598876] [DEBUG] [MAG       ] JLL: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:30.644341] [INFO ] [LOCAL     ] TBI: Saved forecast.
[2025-12-24T20:36:30.644408] [INFO ] [main      ] TBI: Signal=1 (Conf=90.0%), Magnitude=2.85% (Conf=56.916%)
[2025-12-24T20:36:30.644780] [INFO ] [main      ] Fetching symbol history for NCLH...
[2025-12-24T20:36:30.644832] [DEBUG] [REMOTE    ] NCLH: Fetching historical data.
[2025-12-24T20:36:30.645013] [INFO ] [main      ] Progress: 285/364 forecasts completed (78.3%). TBI finished in 0.6s. ETA: 13.8s. Rate: 342.40 forecasts/min
[2025-12-24T20:36:30.645610] [DEBUG] [MAG       ] HPQ: Last date is validated at 2025-12-24
[2025-12-24T20:36:30.656746] [DEBUG] [REMOTE    ] NCLH: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:30.657662] [DEBUG] [LOCAL     ] Loaded configuration for NCLH: 10 features, N/A% accuracy
[2025-12-24T20:36:30.657713] [INFO ] [LOCAL     ] NCLH: Loaded 10 optimal features with 46.17% confidence from JSON config
[2025-12-24T20:36:30.657744] [DEBUG] [MAG       ] Building data for symbol: NCLH with lookback: 0
[2025-12-24T20:36:30.658512] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-24T20:36:30.658597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:30.660256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:30.660790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:30.661176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-24T20:36:30.661942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-24T20:36:30.662623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:30.663051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-24T20:36:30.664068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-24T20:36:30.665701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-24T20:36:30.666694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-24T20:36:30.667352] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:30.723755] [INFO ] [LOCAL     ] JLL: Saved forecast.
[2025-12-24T20:36:30.723824] [INFO ] [main      ] JLL: Signal=1 (Conf=90.0%), Magnitude=0.30% (Conf=45.2981%)
[2025-12-24T20:36:30.723984] [INFO ] [main      ] Fetching symbol history for FCF...
[2025-12-24T20:36:30.724026] [DEBUG] [REMOTE    ] FCF: Fetching historical data.
[2025-12-24T20:36:30.724831] [INFO ] [main      ] Progress: 286/364 forecasts completed (78.6%). JLL finished in 0.7s. ETA: 13.6s. Rate: 343.06 forecasts/min
[2025-12-24T20:36:30.736790] [DEBUG] [REMOTE    ] FCF: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:30.737798] [DEBUG] [LOCAL     ] Loaded configuration for FCF: 5 features, N/A% accuracy
[2025-12-24T20:36:30.737856] [INFO ] [LOCAL     ] FCF: Loaded 5 optimal features with 57.25% confidence from JSON config
[2025-12-24T20:36:30.737888] [DEBUG] [MAG       ] Building data for symbol: FCF with lookback: 0
[2025-12-24T20:36:30.738678] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:30.738740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:30.743586] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:30.745524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:30.746048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:36:30.784279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-24T20:36:30.785172] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:30.812230] [DEBUG] [MAG       ] HPQ: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:30.856971] [DEBUG] [MAG       ] CHCO: Last date is validated at 2025-12-24
[2025-12-24T20:36:30.889770] [INFO ] [LOCAL     ] HPQ: Saved forecast.
[2025-12-24T20:36:30.889838] [INFO ] [main      ] HPQ: Signal=1 (Conf=90.0%), Magnitude=-4.73% (Conf=48.7735%)
[2025-12-24T20:36:30.890173] [INFO ] [main      ] Fetching symbol history for MBWM...
[2025-12-24T20:36:30.890222] [DEBUG] [REMOTE    ] MBWM: Fetching historical data.
[2025-12-24T20:36:30.890657] [INFO ] [main      ] Progress: 287/364 forecasts completed (78.8%). HPQ finished in 0.7s. ETA: 13.5s. Rate: 343.12 forecasts/min
[2025-12-24T20:36:30.901514] [DEBUG] [REMOTE    ] MBWM: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:30.902477] [DEBUG] [LOCAL     ] Loaded configuration for MBWM: 0 features, N/A% accuracy
[2025-12-24T20:36:30.902533] [INFO ] [LOCAL     ] MBWM: Loaded 0 optimal features with 46.87% confidence from JSON config
[2025-12-24T20:36:30.902565] [DEBUG] [MAG       ] Building data for symbol: MBWM with lookback: 0
[2025-12-24T20:36:30.903342] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-24T20:36:31.001813] [DEBUG] [MAG       ] NCLH: Last date is validated at 2025-12-24
[2025-12-24T20:36:31.027460] [DEBUG] [MAG       ] CHCO: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:31.117978] [DEBUG] [MAG       ] FCF: Last date is validated at 2025-12-24
[2025-12-24T20:36:31.131099] [INFO ] [LOCAL     ] CHCO: Saved forecast.
[2025-12-24T20:36:31.131167] [INFO ] [main      ] CHCO: Signal=1 (Conf=90.0%), Magnitude=2.00% (Conf=56.1825%)
[2025-12-24T20:36:31.131622] [INFO ] [main      ] Fetching symbol history for SPOK...
[2025-12-24T20:36:31.131621] [INFO ] [main      ] Progress: 288/364 forecasts completed (79.1%). CHCO finished in 0.7s. ETA: 13.3s. Rate: 342.67 forecasts/min
[2025-12-24T20:36:31.131675] [DEBUG] [REMOTE    ] SPOK: Fetching historical data.
[2025-12-24T20:36:31.143399] [DEBUG] [REMOTE    ] SPOK: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:31.144412] [DEBUG] [LOCAL     ] Loaded configuration for SPOK: 7 features, N/A% accuracy
[2025-12-24T20:36:31.144462] [INFO ] [LOCAL     ] SPOK: Loaded 7 optimal features with 51.15% confidence from JSON config
[2025-12-24T20:36:31.144495] [DEBUG] [MAG       ] Building data for symbol: SPOK with lookback: 0
[2025-12-24T20:36:31.145408] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-24T20:36:31.145486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:31.150454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:31.152266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:31.152779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:31.153512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:36:31.170417] [DEBUG] [MAG       ] NCLH: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:31.237691] [DEBUG] [MAG       ] MBWM: Last date is validated at 2025-12-24
[2025-12-24T20:36:31.254611] [INFO ] [LOCAL     ] NCLH: Saved forecast.
[2025-12-24T20:36:31.254683] [INFO ] [main      ] NCLH: Signal=1 (Conf=90.0%), Magnitude=-0.44% (Conf=46.1699%)
[2025-12-24T20:36:31.255278] [INFO ] [main      ] Fetching symbol history for TAYD...
[2025-12-24T20:36:31.255340] [DEBUG] [REMOTE    ] TAYD: Fetching historical data.
[2025-12-24T20:36:31.255653] [INFO ] [main      ] Progress: 289/364 forecasts completed (79.4%). NCLH finished in 0.6s. ETA: 13.1s. Rate: 343.02 forecasts/min
[2025-12-24T20:36:31.266669] [DEBUG] [REMOTE    ] TAYD: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:31.268346] [DEBUG] [LOCAL     ] Loaded configuration for TAYD: 6 features, N/A% accuracy
[2025-12-24T20:36:31.268401] [INFO ] [LOCAL     ] TAYD: Loaded 6 optimal features with 48.53% confidence from JSON config
[2025-12-24T20:36:31.268433] [DEBUG] [MAG       ] Building data for symbol: TAYD with lookback: 0
[2025-12-24T20:36:31.269235] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:31.269337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:31.270831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-24T20:36:31.271011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:31.271504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:31.271910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:31.272343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-24T20:36:31.274277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-24T20:36:31.274415] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:31.275230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-24T20:36:31.279425] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:31.285464] [DEBUG] [MAG       ] FCF: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:31.354790] [INFO ] [LOCAL     ] FCF: Saved forecast.
[2025-12-24T20:36:31.354856] [INFO ] [main      ] FCF: Signal=1 (Conf=90.0%), Magnitude=0.57% (Conf=57.251%)
[2025-12-24T20:36:31.355014] [INFO ] [main      ] Fetching symbol history for AMBA...
[2025-12-24T20:36:31.355057] [DEBUG] [REMOTE    ] AMBA: Fetching historical data.
[2025-12-24T20:36:31.355855] [INFO ] [main      ] Progress: 290/364 forecasts completed (79.7%). FCF finished in 0.6s. ETA: 12.9s. Rate: 343.52 forecasts/min
[2025-12-24T20:36:31.367363] [DEBUG] [REMOTE    ] AMBA: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:31.368634] [DEBUG] [LOCAL     ] Loaded configuration for AMBA: 8 features, N/A% accuracy
[2025-12-24T20:36:31.368692] [INFO ] [LOCAL     ] AMBA: Loaded 8 optimal features with 55.15% confidence from JSON config
[2025-12-24T20:36:31.368724] [DEBUG] [MAG       ] Building data for symbol: AMBA with lookback: 0
[2025-12-24T20:36:31.369525] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-24T20:36:31.369603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:31.374841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:31.376607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:31.377081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:31.377459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-24T20:36:31.410969] [DEBUG] [MAG       ] MBWM: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:31.432051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-24T20:36:31.434184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-24T20:36:31.436826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-24T20:36:31.438899] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:31.494994] [INFO ] [LOCAL     ] MBWM: Saved forecast.
[2025-12-24T20:36:31.495059] [INFO ] [main      ] MBWM: Signal=1 (Conf=90.0%), Magnitude=2.56% (Conf=46.8737%)
[2025-12-24T20:36:31.495435] [INFO ] [main      ] Fetching symbol history for CCNE...
[2025-12-24T20:36:31.495485] [DEBUG] [REMOTE    ] CCNE: Fetching historical data.
[2025-12-24T20:36:31.495652] [INFO ] [main      ] Progress: 291/364 forecasts completed (79.9%). MBWM finished in 0.6s. ETA: 12.7s. Rate: 343.76 forecasts/min
[2025-12-24T20:36:31.507138] [DEBUG] [REMOTE    ] CCNE: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:31.508131] [DEBUG] [LOCAL     ] Loaded configuration for CCNE: 3 features, N/A% accuracy
[2025-12-24T20:36:31.508182] [INFO ] [LOCAL     ] CCNE: Loaded 3 optimal features with 54.34% confidence from JSON config
[2025-12-24T20:36:31.508214] [DEBUG] [MAG       ] Building data for symbol: CCNE with lookback: 0
[2025-12-24T20:36:31.508988] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:36:31.509046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:31.510726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:31.511242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:31.511643] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:31.629999] [DEBUG] [MAG       ] TAYD: Last date is validated at 2025-12-24
[2025-12-24T20:36:31.664863] [DEBUG] [MAG       ] SPOK: Last date is validated at 2025-12-24
[2025-12-24T20:36:31.777938] [DEBUG] [MAG       ] AMBA: Last date is validated at 2025-12-24
[2025-12-24T20:36:31.808633] [DEBUG] [MAG       ] TAYD: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:31.840290] [DEBUG] [MAG       ] SPOK: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:31.849110] [DEBUG] [MAG       ] CCNE: Last date is validated at 2025-12-24
[2025-12-24T20:36:31.908397] [INFO ] [LOCAL     ] TAYD: Saved forecast.
[2025-12-24T20:36:31.908465] [INFO ] [main      ] TAYD: Signal=1 (Conf=90.0%), Magnitude=-2.30% (Conf=48.5296%)
[2025-12-24T20:36:31.908857] [INFO ] [main      ] Fetching symbol history for YSG...
[2025-12-24T20:36:31.908909] [DEBUG] [REMOTE    ] YSG: Fetching historical data.
[2025-12-24T20:36:31.909657] [INFO ] [main      ] Progress: 292/364 forecasts completed (80.2%). TAYD finished in 0.7s. ETA: 12.6s. Rate: 342.15 forecasts/min
[2025-12-24T20:36:31.913700] [INFO ] [LOCAL     ] SPOK: Saved forecast.
[2025-12-24T20:36:31.913766] [INFO ] [main      ] SPOK: Signal=1 (Conf=90.0%), Magnitude=3.51% (Conf=51.1477%)
[2025-12-24T20:36:31.913939] [INFO ] [main      ] Fetching symbol history for VFC...
[2025-12-24T20:36:31.913985] [DEBUG] [REMOTE    ] VFC: Fetching historical data.
[2025-12-24T20:36:31.915678] [INFO ] [main      ] Progress: 293/364 forecasts completed (80.5%). SPOK finished in 0.8s. ETA: 12.4s. Rate: 343.28 forecasts/min
[2025-12-24T20:36:31.920869] [DEBUG] [REMOTE    ] YSG: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:31.922655] [DEBUG] [LOCAL     ] Loaded configuration for YSG: 10 features, N/A% accuracy
[2025-12-24T20:36:31.922712] [INFO ] [LOCAL     ] YSG: Loaded 10 optimal features with 53.64% confidence from JSON config
[2025-12-24T20:36:31.922744] [DEBUG] [MAG       ] Building data for symbol: YSG with lookback: 0
[2025-12-24T20:36:31.923520] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-24T20:36:31.923602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:31.926697] [DEBUG] [REMOTE    ] VFC: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:31.927490] [DEBUG] [LOCAL     ] Loaded configuration for VFC: 3 features, N/A% accuracy
[2025-12-24T20:36:31.927547] [INFO ] [LOCAL     ] VFC: Loaded 3 optimal features with 42.54% confidence from JSON config
[2025-12-24T20:36:31.927602] [DEBUG] [MAG       ] Building data for symbol: VFC with lookback: 0
[2025-12-24T20:36:31.928545] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:36:31.928620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:31.928655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:31.930632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:31.931119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:31.931706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-24T20:36:31.933889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:31.933889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:31.934323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-24T20:36:31.934823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:36:31.935340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-24T20:36:31.936436] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:31.936937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-24T20:36:31.937964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-24T20:36:31.938645] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:31.947511] [DEBUG] [MAG       ] AMBA: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:32.015138] [DEBUG] [MAG       ] CCNE: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:32.065729] [INFO ] [LOCAL     ] AMBA: Saved forecast.
[2025-12-24T20:36:32.065799] [INFO ] [main      ] AMBA: Signal=1 (Conf=90.0%), Magnitude=0.40% (Conf=55.1466%)
[2025-12-24T20:36:32.066183] [INFO ] [main      ] Fetching symbol history for MRX...
[2025-12-24T20:36:32.066227] [DEBUG] [REMOTE    ] MRX: Fetching historical data.
[2025-12-24T20:36:32.067665] [INFO ] [main      ] Progress: 294/364 forecasts completed (80.8%). AMBA finished in 0.7s. ETA: 12.2s. Rate: 343.43 forecasts/min
[2025-12-24T20:36:32.078598] [DEBUG] [REMOTE    ] MRX: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:32.079522] [DEBUG] [LOCAL     ] Loaded configuration for MRX: 1 features, N/A% accuracy
[2025-12-24T20:36:32.079596] [INFO ] [LOCAL     ] MRX: Loaded 1 optimal features with 62.06% confidence from JSON config
[2025-12-24T20:36:32.079635] [DEBUG] [MAG       ] Building data for symbol: MRX with lookback: 0
[2025-12-24T20:36:32.080426] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-24T20:36:32.080485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:32.081595] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:32.088542] [INFO ] [LOCAL     ] CCNE: Saved forecast.
[2025-12-24T20:36:32.088624] [INFO ] [main      ] CCNE: Signal=1 (Conf=90.0%), Magnitude=0.57% (Conf=54.3409%)
[2025-12-24T20:36:32.088985] [INFO ] [main      ] Fetching symbol history for VUZI...
[2025-12-24T20:36:32.089034] [DEBUG] [REMOTE    ] VUZI: Fetching historical data.
[2025-12-24T20:36:32.089657] [INFO ] [main      ] Progress: 295/364 forecasts completed (81.0%). CCNE finished in 0.6s. ETA: 12.0s. Rate: 344.46 forecasts/min
[2025-12-24T20:36:32.102591] [DEBUG] [REMOTE    ] VUZI: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:32.103569] [DEBUG] [LOCAL     ] Loaded configuration for VUZI: 4 features, N/A% accuracy
[2025-12-24T20:36:32.103982] [INFO ] [LOCAL     ] VUZI: Loaded 4 optimal features with 58.54% confidence from JSON config
[2025-12-24T20:36:32.104017] [DEBUG] [MAG       ] Building data for symbol: VUZI with lookback: 0
[2025-12-24T20:36:32.104791] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:32.104849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:32.106494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:32.107008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-24T20:36:32.108982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-24T20:36:32.109743] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:32.282873] [DEBUG] [MAG       ] VFC: Last date is validated at 2025-12-24
[2025-12-24T20:36:32.289245] [DEBUG] [MAG       ] YSG: Last date is validated at 2025-12-24
[2025-12-24T20:36:32.422174] [DEBUG] [MAG       ] MRX: Last date is validated at 2025-12-24
[2025-12-24T20:36:32.446130] [DEBUG] [MAG       ] VUZI: Last date is validated at 2025-12-24
[2025-12-24T20:36:32.454878] [DEBUG] [MAG       ] VFC: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:32.464620] [DEBUG] [MAG       ] YSG: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:32.537702] [INFO ] [LOCAL     ] VFC: Saved forecast.
[2025-12-24T20:36:32.537771] [INFO ] [main      ] VFC: Signal=1 (Conf=90.0%), Magnitude=2.62% (Conf=42.5431%)
[2025-12-24T20:36:32.538352] [INFO ] [main      ] Progress: 296/364 forecasts completed (81.3%). VFC finished in 0.6s. ETA: 11.9s. Rate: 342.63 forecasts/min
[2025-12-24T20:36:32.538507] [INFO ] [main      ] Fetching symbol history for LPTH...
[2025-12-24T20:36:32.538549] [DEBUG] [REMOTE    ] LPTH: Fetching historical data.
[2025-12-24T20:36:32.539650] [INFO ] [LOCAL     ] YSG: Saved forecast.
[2025-12-24T20:36:32.539720] [INFO ] [main      ] YSG: Signal=1 (Conf=90.0%), Magnitude=1.31% (Conf=53.6419%)
[2025-12-24T20:36:32.540245] [INFO ] [main      ] Fetching symbol history for TPL...
[2025-12-24T20:36:32.540302] [DEBUG] [REMOTE    ] TPL: Fetching historical data.
[2025-12-24T20:36:32.541257] [INFO ] [main      ] Progress: 297/364 forecasts completed (81.6%). YSG finished in 0.6s. ETA: 11.7s. Rate: 343.77 forecasts/min
[2025-12-24T20:36:32.550471] [DEBUG] [REMOTE    ] LPTH: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:32.551503] [DEBUG] [LOCAL     ] Loaded configuration for LPTH: 4 features, N/A% accuracy
[2025-12-24T20:36:32.551552] [INFO ] [LOCAL     ] LPTH: Loaded 4 optimal features with 67.22% confidence from JSON config
[2025-12-24T20:36:32.551601] [DEBUG] [MAG       ] Building data for symbol: LPTH with lookback: 0
[2025-12-24T20:36:32.552565] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:32.552640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:32.553074] [DEBUG] [REMOTE    ] TPL: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:32.554082] [DEBUG] [LOCAL     ] Loaded configuration for TPL: 4 features, N/A% accuracy
[2025-12-24T20:36:32.554133] [INFO ] [LOCAL     ] TPL: Loaded 4 optimal features with 56.96% confidence from JSON config
[2025-12-24T20:36:32.554164] [DEBUG] [MAG       ] Building data for symbol: TPL with lookback: 0
[2025-12-24T20:36:32.554964] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:32.555026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:32.556746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:32.557232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:32.557361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:32.557720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:32.558495] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:32.559914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-24T20:36:32.560709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-24T20:36:32.562655] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:32.593137] [DEBUG] [MAG       ] MRX: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:32.616313] [DEBUG] [MAG       ] VUZI: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:32.674818] [INFO ] [LOCAL     ] MRX: Saved forecast.
[2025-12-24T20:36:32.674885] [INFO ] [main      ] MRX: Signal=1 (Conf=90.0%), Magnitude=2.01% (Conf=62.0649%)
[2025-12-24T20:36:32.675234] [INFO ] [main      ] Fetching symbol history for EB...
[2025-12-24T20:36:32.675283] [DEBUG] [REMOTE    ] EB: Fetching historical data.
[2025-12-24T20:36:32.675655] [INFO ] [main      ] Progress: 298/364 forecasts completed (81.9%). MRX finished in 0.6s. ETA: 11.5s. Rate: 344.03 forecasts/min
[2025-12-24T20:36:32.679220] [INFO ] [LOCAL     ] VUZI: Saved forecast.
[2025-12-24T20:36:32.679307] [INFO ] [main      ] VUZI: Signal=1 (Conf=90.0%), Magnitude=-18.37% (Conf=58.5395%)
[2025-12-24T20:36:32.679698] [INFO ] [main      ] Fetching symbol history for GLBS...
[2025-12-24T20:36:32.679750] [DEBUG] [REMOTE    ] GLBS: Fetching historical data.
[2025-12-24T20:36:32.680615] [INFO ] [main      ] Progress: 299/364 forecasts completed (82.1%). VUZI finished in 0.6s. ETA: 11.3s. Rate: 345.16 forecasts/min
[2025-12-24T20:36:32.688098] [DEBUG] [REMOTE    ] EB: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:32.689366] [DEBUG] [LOCAL     ] Loaded configuration for EB: 2 features, N/A% accuracy
[2025-12-24T20:36:32.689421] [INFO ] [LOCAL     ] EB: Loaded 2 optimal features with 56.41% confidence from JSON config
[2025-12-24T20:36:32.689452] [DEBUG] [MAG       ] Building data for symbol: EB with lookback: 0
[2025-12-24T20:36:32.690345] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-24T20:36:32.690407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:36:32.690866] [DEBUG] [REMOTE    ] GLBS: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:32.691560] [DEBUG] [LOCAL     ] Loaded configuration for GLBS: 6 features, N/A% accuracy
[2025-12-24T20:36:32.691634] [INFO ] [LOCAL     ] GLBS: Loaded 6 optimal features with 23.87% confidence from JSON config
[2025-12-24T20:36:32.691666] [DEBUG] [MAG       ] Building data for symbol: GLBS with lookback: 0
[2025-12-24T20:36:32.692429] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:32.692488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:32.694154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:32.694679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:32.695075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-24T20:36:32.697087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-24T20:36:32.699453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-24T20:36:32.700828] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:32.735369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-24T20:36:32.814532] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:32.919843] [DEBUG] [MAG       ] LPTH: Last date is validated at 2025-12-24
[2025-12-24T20:36:32.921622] [DEBUG] [MAG       ] TPL: Last date is validated at 2025-12-24
[2025-12-24T20:36:33.038200] [DEBUG] [MAG       ] GLBS: Last date is validated at 2025-12-24
[2025-12-24T20:36:33.088524] [DEBUG] [MAG       ] LPTH: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:33.088614] [DEBUG] [MAG       ] TPL: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:33.159760] [INFO ] [LOCAL     ] LPTH: Saved forecast.
[2025-12-24T20:36:33.159828] [INFO ] [main      ] LPTH: Signal=1 (Conf=90.0%), Magnitude=-4.53% (Conf=67.2233%)
[2025-12-24T20:36:33.160299] [INFO ] [main      ] Progress: 300/364 forecasts completed (82.4%). LPTH finished in 0.6s. ETA: 11.2s. Rate: 343.14 forecasts/min
[2025-12-24T20:36:33.160433] [INFO ] [main      ] Fetching symbol history for LWAY...
[2025-12-24T20:36:33.160486] [DEBUG] [REMOTE    ] LWAY: Fetching historical data.
[2025-12-24T20:36:33.169814] [DEBUG] [MAG       ] EB: Last date is validated at 2025-12-24
[2025-12-24T20:36:33.172065] [DEBUG] [REMOTE    ] LWAY: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:33.173245] [DEBUG] [LOCAL     ] Loaded configuration for LWAY: 6 features, N/A% accuracy
[2025-12-24T20:36:33.173302] [INFO ] [LOCAL     ] LWAY: Loaded 6 optimal features with 67.75% confidence from JSON config
[2025-12-24T20:36:33.173335] [DEBUG] [MAG       ] Building data for symbol: LWAY with lookback: 0
[2025-12-24T20:36:33.174159] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:33.174222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:33.179043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:33.180892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:33.181384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:33.181860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:33.184204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-24T20:36:33.185528] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:33.205869] [DEBUG] [MAG       ] GLBS: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:33.263830] [INFO ] [LOCAL     ] GLBS: Saved forecast.
[2025-12-24T20:36:33.263897] [INFO ] [main      ] GLBS: Signal=1 (Conf=90.0%), Magnitude=-1.58% (Conf=23.8657%)
[2025-12-24T20:36:33.264252] [INFO ] [main      ] Fetching symbol history for FLWS...
[2025-12-24T20:36:33.264302] [DEBUG] [REMOTE    ] FLWS: Fetching historical data.
[2025-12-24T20:36:33.265641] [INFO ] [main      ] Progress: 301/364 forecasts completed (82.7%). GLBS finished in 0.6s. ETA: 11.0s. Rate: 343.60 forecasts/min
[2025-12-24T20:36:33.275876] [DEBUG] [REMOTE    ] FLWS: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:33.276924] [DEBUG] [LOCAL     ] Loaded configuration for FLWS: 5 features, N/A% accuracy
[2025-12-24T20:36:33.276977] [INFO ] [LOCAL     ] FLWS: Loaded 5 optimal features with 51.67% confidence from JSON config
[2025-12-24T20:36:33.277008] [DEBUG] [MAG       ] Building data for symbol: FLWS with lookback: 0
[2025-12-24T20:36:33.277790] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:33.277850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:33.282509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:33.284257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:33.284758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-24T20:36:33.287306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-24T20:36:33.288691] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:33.297864] [INFO ] [LOCAL     ] TPL: Saved forecast.
[2025-12-24T20:36:33.297930] [INFO ] [main      ] TPL: Signal=1 (Conf=90.0%), Magnitude=111.61% (Conf=56.96%)
[2025-12-24T20:36:33.298286] [INFO ] [main      ] Fetching symbol history for OFS...
[2025-12-24T20:36:33.298335] [DEBUG] [REMOTE    ] OFS: Fetching historical data.
[2025-12-24T20:36:33.298621] [INFO ] [main      ] Progress: 302/364 forecasts completed (83.0%). TPL finished in 0.8s. ETA: 10.8s. Rate: 344.52 forecasts/min
[2025-12-24T20:36:33.309241] [DEBUG] [REMOTE    ] OFS: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:33.310887] [DEBUG] [LOCAL     ] Loaded configuration for OFS: 6 features, N/A% accuracy
[2025-12-24T20:36:33.310940] [INFO ] [LOCAL     ] OFS: Loaded 6 optimal features with 48.82% confidence from JSON config
[2025-12-24T20:36:33.310971] [DEBUG] [MAG       ] Building data for symbol: OFS with lookback: 0
[2025-12-24T20:36:33.311749] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:33.311808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:33.313445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:33.313969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:33.314407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:33.314813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:36:33.338370] [DEBUG] [MAG       ] EB: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:33.353074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-24T20:36:33.353963] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:33.396684] [INFO ] [LOCAL     ] EB: Saved forecast.
[2025-12-24T20:36:33.396752] [INFO ] [main      ] EB: Signal=1 (Conf=90.0%), Magnitude=2.47% (Conf=56.4107%)
[2025-12-24T20:36:33.396940] [INFO ] [main      ] Fetching symbol history for DRMA...
[2025-12-24T20:36:33.396994] [DEBUG] [REMOTE    ] DRMA: Fetching historical data.
[2025-12-24T20:36:33.398630] [INFO ] [main      ] Progress: 303/364 forecasts completed (83.2%). EB finished in 0.7s. ETA: 10.6s. Rate: 345.01 forecasts/min
[2025-12-24T20:36:33.409283] [DEBUG] [REMOTE    ] DRMA: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:33.410173] [DEBUG] [LOCAL     ] Loaded configuration for DRMA: 4 features, N/A% accuracy
[2025-12-24T20:36:33.410225] [INFO ] [LOCAL     ] DRMA: Loaded 4 optimal features with 57.17% confidence from JSON config
[2025-12-24T20:36:33.410257] [DEBUG] [MAG       ] Building data for symbol: DRMA with lookback: 0
[2025-12-24T20:36:33.411047] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:33.411107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:33.416108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:33.417918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:33.418396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-24T20:36:33.420362] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:33.525489] [DEBUG] [MAG       ] LWAY: Last date is validated at 2025-12-24
[2025-12-24T20:36:33.635198] [DEBUG] [MAG       ] FLWS: Last date is validated at 2025-12-24
[2025-12-24T20:36:33.700438] [DEBUG] [MAG       ] OFS: Last date is validated at 2025-12-24
[2025-12-24T20:36:33.704940] [DEBUG] [MAG       ] LWAY: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:33.767612] [DEBUG] [MAG       ] DRMA: Last date is validated at 2025-12-24
[2025-12-24T20:36:33.791322] [INFO ] [LOCAL     ] LWAY: Saved forecast.
[2025-12-24T20:36:33.791388] [INFO ] [main      ] LWAY: Signal=1 (Conf=90.0%), Magnitude=-2.43% (Conf=67.7545%)
[2025-12-24T20:36:33.791749] [INFO ] [main      ] Progress: 304/364 forecasts completed (83.5%). LWAY finished in 0.6s. ETA: 10.5s. Rate: 343.58 forecasts/min
[2025-12-24T20:36:33.791875] [INFO ] [main      ] Fetching symbol history for MLAB...
[2025-12-24T20:36:33.791916] [DEBUG] [REMOTE    ] MLAB: Fetching historical data.
[2025-12-24T20:36:33.802799] [DEBUG] [REMOTE    ] MLAB: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:33.804111] [DEBUG] [LOCAL     ] Loaded configuration for MLAB: 4 features, N/A% accuracy
[2025-12-24T20:36:33.804162] [INFO ] [LOCAL     ] MLAB: Loaded 4 optimal features with 44.57% confidence from JSON config
[2025-12-24T20:36:33.804192] [DEBUG] [MAG       ] Building data for symbol: MLAB with lookback: 0
[2025-12-24T20:36:33.804239] [DEBUG] [MAG       ] FLWS: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:33.804961] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:33.805211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:33.806208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:36:33.878883] [DEBUG] [MAG       ] OFS: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:33.916994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-24T20:36:33.918304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-24T20:36:33.919703] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:33.936975] [DEBUG] [MAG       ] DRMA: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:33.939607] [INFO ] [LOCAL     ] OFS: Saved forecast.
[2025-12-24T20:36:33.939677] [INFO ] [main      ] OFS: Signal=1 (Conf=90.0%), Magnitude=-0.28% (Conf=48.8237%)
[2025-12-24T20:36:33.940043] [INFO ] [main      ] Fetching symbol history for GAIN...
[2025-12-24T20:36:33.940092] [DEBUG] [REMOTE    ] GAIN: Fetching historical data.
[2025-12-24T20:36:33.941640] [INFO ] [main      ] Progress: 305/364 forecasts completed (83.8%). OFS finished in 0.6s. ETA: 10.3s. Rate: 343.74 forecasts/min
[2025-12-24T20:36:33.943552] [INFO ] [LOCAL     ] FLWS: Saved forecast.
[2025-12-24T20:36:33.943644] [INFO ] [main      ] FLWS: Signal=1 (Conf=90.0%), Magnitude=2.64% (Conf=51.6714%)
[2025-12-24T20:36:33.944021] [INFO ] [main      ] Fetching symbol history for CSX...
[2025-12-24T20:36:33.944071] [DEBUG] [REMOTE    ] CSX: Fetching historical data.
[2025-12-24T20:36:33.944407] [INFO ] [main      ] Progress: 306/364 forecasts completed (84.1%). FLWS finished in 0.7s. ETA: 10.1s. Rate: 344.85 forecasts/min
[2025-12-24T20:36:33.954141] [DEBUG] [REMOTE    ] GAIN: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:33.955299] [DEBUG] [LOCAL     ] Loaded configuration for GAIN: 7 features, N/A% accuracy
[2025-12-24T20:36:33.955353] [INFO ] [LOCAL     ] GAIN: Loaded 7 optimal features with 73.67% confidence from JSON config
[2025-12-24T20:36:33.955396] [DEBUG] [MAG       ] Building data for symbol: GAIN with lookback: 0
[2025-12-24T20:36:33.956184] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-24T20:36:33.956246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:33.956888] [DEBUG] [REMOTE    ] CSX: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:33.957812] [DEBUG] [LOCAL     ] Loaded configuration for CSX: 10 features, N/A% accuracy
[2025-12-24T20:36:33.957868] [INFO ] [LOCAL     ] CSX: Loaded 10 optimal features with 64.55% confidence from JSON config
[2025-12-24T20:36:33.957899] [DEBUG] [MAG       ] Building data for symbol: CSX with lookback: 0
[2025-12-24T20:36:33.958856] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-24T20:36:33.958918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:33.960778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:33.961282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:33.961620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:33.961744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:33.962136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:33.962891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-24T20:36:33.963350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:33.963444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-24T20:36:33.963831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:33.964696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-24T20:36:33.964785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-24T20:36:33.966605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-24T20:36:33.967548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-24T20:36:33.969858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-24T20:36:33.970900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-24T20:36:33.972399] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:33.972519] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:34.014340] [INFO ] [LOCAL     ] DRMA: Saved forecast.
[2025-12-24T20:36:34.014408] [INFO ] [main      ] DRMA: Signal=1 (Conf=90.0%), Magnitude=-6.75% (Conf=57.1727%)
[2025-12-24T20:36:34.014570] [INFO ] [main      ] Fetching symbol history for PAGS...
[2025-12-24T20:36:34.014632] [DEBUG] [REMOTE    ] PAGS: Fetching historical data.
[2025-12-24T20:36:34.015425] [INFO ] [main      ] Progress: 307/364 forecasts completed (84.3%). DRMA finished in 0.6s. ETA: 9.9s. Rate: 345.52 forecasts/min
[2025-12-24T20:36:34.027883] [DEBUG] [REMOTE    ] PAGS: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:34.028858] [DEBUG] [LOCAL     ] Loaded configuration for PAGS: 3 features, N/A% accuracy
[2025-12-24T20:36:34.028914] [INFO ] [LOCAL     ] PAGS: Loaded 3 optimal features with 47.31% confidence from JSON config
[2025-12-24T20:36:34.028946] [DEBUG] [MAG       ] Building data for symbol: PAGS with lookback: 0
[2025-12-24T20:36:34.033819] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:36:34.034034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:34.035849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:34.036371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:36:34.150646] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:34.261062] [DEBUG] [MAG       ] MLAB: Last date is validated at 2025-12-24
[2025-12-24T20:36:34.314523] [DEBUG] [MAG       ] CSX: Last date is validated at 2025-12-24
[2025-12-24T20:36:34.321200] [DEBUG] [MAG       ] GAIN: Last date is validated at 2025-12-24
[2025-12-24T20:36:34.429593] [DEBUG] [MAG       ] MLAB: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:34.482928] [DEBUG] [MAG       ] CSX: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:34.497785] [DEBUG] [MAG       ] GAIN: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:34.511282] [DEBUG] [MAG       ] PAGS: Last date is validated at 2025-12-24
[2025-12-24T20:36:34.535858] [INFO ] [LOCAL     ] MLAB: Saved forecast.
[2025-12-24T20:36:34.535926] [INFO ] [main      ] MLAB: Signal=1 (Conf=90.0%), Magnitude=1.14% (Conf=44.5659%)
[2025-12-24T20:36:34.536259] [INFO ] [main      ] Fetching symbol history for AGX...
[2025-12-24T20:36:34.536309] [DEBUG] [REMOTE    ] AGX: Fetching historical data.
[2025-12-24T20:36:34.536664] [INFO ] [main      ] Progress: 308/364 forecasts completed (84.6%). MLAB finished in 0.7s. ETA: 9.8s. Rate: 343.29 forecasts/min
[2025-12-24T20:36:34.547799] [DEBUG] [REMOTE    ] AGX: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:34.548837] [DEBUG] [LOCAL     ] Loaded configuration for AGX: 6 features, N/A% accuracy
[2025-12-24T20:36:34.548889] [INFO ] [LOCAL     ] AGX: Loaded 6 optimal features with 59.73% confidence from JSON config
[2025-12-24T20:36:34.548919] [DEBUG] [MAG       ] Building data for symbol: AGX with lookback: 0
[2025-12-24T20:36:34.549864] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:34.549929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:34.551690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:34.552196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:34.552612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:36:34.554631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-24T20:36:34.555779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-24T20:36:34.556464] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:34.565994] [INFO ] [LOCAL     ] GAIN: Saved forecast.
[2025-12-24T20:36:34.566058] [INFO ] [main      ] GAIN: Signal=1 (Conf=90.0%), Magnitude=1.27% (Conf=73.6705%)
[2025-12-24T20:36:34.566545] [INFO ] [main      ] Fetching symbol history for SY...
[2025-12-24T20:36:34.566606] [DEBUG] [REMOTE    ] SY: Fetching historical data.
[2025-12-24T20:36:34.568672] [INFO ] [main      ] Progress: 309/364 forecasts completed (84.9%). GAIN finished in 0.6s. ETA: 9.6s. Rate: 344.20 forecasts/min
[2025-12-24T20:36:34.569967] [INFO ] [LOCAL     ] CSX: Saved forecast.
[2025-12-24T20:36:34.570025] [INFO ] [main      ] CSX: Signal=1 (Conf=90.0%), Magnitude=-0.91% (Conf=64.5468%)
[2025-12-24T20:36:34.570272] [INFO ] [main      ] Fetching symbol history for FIZZ...
[2025-12-24T20:36:34.570320] [DEBUG] [REMOTE    ] FIZZ: Fetching historical data.
[2025-12-24T20:36:34.570621] [INFO ] [main      ] Progress: 310/364 forecasts completed (85.2%). CSX finished in 0.6s. ETA: 9.4s. Rate: 345.30 forecasts/min
[2025-12-24T20:36:34.579922] [DEBUG] [REMOTE    ] SY: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:34.580744] [DEBUG] [LOCAL     ] Loaded configuration for SY: 7 features, N/A% accuracy
[2025-12-24T20:36:34.580801] [INFO ] [LOCAL     ] SY: Loaded 7 optimal features with 42.69% confidence from JSON config
[2025-12-24T20:36:34.580832] [DEBUG] [MAG       ] Building data for symbol: SY with lookback: 0
[2025-12-24T20:36:34.581833] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-24T20:36:34.581802] [DEBUG] [REMOTE    ] FIZZ: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:34.581895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:34.582509] [DEBUG] [LOCAL     ] Loaded configuration for FIZZ: 7 features, N/A% accuracy
[2025-12-24T20:36:34.582596] [INFO ] [LOCAL     ] FIZZ: Loaded 7 optimal features with 52.48% confidence from JSON config
[2025-12-24T20:36:34.582631] [DEBUG] [MAG       ] Building data for symbol: FIZZ with lookback: 0
[2025-12-24T20:36:34.583416] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-24T20:36:34.583479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:34.584198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:34.586245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:34.586780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-24T20:36:34.587840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-24T20:36:34.588900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:34.589850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-24T20:36:34.589950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-24T20:36:34.590868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-24T20:36:34.591525] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:34.592738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:34.594862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:34.595325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-24T20:36:34.596404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-24T20:36:34.598404] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:34.682420] [DEBUG] [MAG       ] PAGS: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:34.743336] [INFO ] [LOCAL     ] PAGS: Saved forecast.
[2025-12-24T20:36:34.743404] [INFO ] [main      ] PAGS: Signal=1 (Conf=90.0%), Magnitude=-1.57% (Conf=47.3066%)
[2025-12-24T20:36:34.743583] [INFO ] [main      ] Fetching symbol history for RBLX...
[2025-12-24T20:36:34.743630] [DEBUG] [REMOTE    ] RBLX: Fetching historical data.
[2025-12-24T20:36:34.744404] [INFO ] [main      ] Progress: 311/364 forecasts completed (85.4%). PAGS finished in 0.7s. ETA: 9.2s. Rate: 345.30 forecasts/min
[2025-12-24T20:36:34.755322] [DEBUG] [REMOTE    ] RBLX: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:34.756531] [DEBUG] [LOCAL     ] Loaded configuration for RBLX: 2 features, N/A% accuracy
[2025-12-24T20:36:34.756634] [INFO ] [LOCAL     ] RBLX: Loaded 2 optimal features with 63.92% confidence from JSON config
[2025-12-24T20:36:34.756674] [DEBUG] [MAG       ] Building data for symbol: RBLX with lookback: 0
[2025-12-24T20:36:34.757479] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-24T20:36:34.757540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:34.762507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-24T20:36:34.777192] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:34.891437] [DEBUG] [MAG       ] AGX: Last date is validated at 2025-12-24
[2025-12-24T20:36:34.935176] [DEBUG] [MAG       ] FIZZ: Last date is validated at 2025-12-24
[2025-12-24T20:36:34.935254] [DEBUG] [MAG       ] SY: Last date is validated at 2025-12-24
[2025-12-24T20:36:35.057192] [DEBUG] [MAG       ] AGX: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:35.104139] [DEBUG] [MAG       ] SY: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:35.105513] [DEBUG] [MAG       ] FIZZ: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:35.123549] [DEBUG] [MAG       ] RBLX: Last date is validated at 2025-12-24
[2025-12-24T20:36:35.166687] [INFO ] [LOCAL     ] SY: Saved forecast.
[2025-12-24T20:36:35.166753] [INFO ] [main      ] SY: Signal=1 (Conf=90.0%), Magnitude=0.90% (Conf=42.6868%)
[2025-12-24T20:36:35.167296] [INFO ] [main      ] Fetching symbol history for AWRE...
[2025-12-24T20:36:35.167346] [DEBUG] [REMOTE    ] AWRE: Fetching historical data.
[2025-12-24T20:36:35.167661] [INFO ] [main      ] Progress: 312/364 forecasts completed (85.7%). SY finished in 0.6s. ETA: 9.1s. Rate: 343.72 forecasts/min
[2025-12-24T20:36:35.179435] [DEBUG] [REMOTE    ] AWRE: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:35.180371] [DEBUG] [LOCAL     ] Loaded configuration for AWRE: 7 features, N/A% accuracy
[2025-12-24T20:36:35.180426] [INFO ] [LOCAL     ] AWRE: Loaded 7 optimal features with 53.43% confidence from JSON config
[2025-12-24T20:36:35.180459] [DEBUG] [MAG       ] Building data for symbol: AWRE with lookback: 0
[2025-12-24T20:36:35.181303] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-24T20:36:35.181370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:35.186398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:35.187406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:36:35.187798] [INFO ] [LOCAL     ] AGX: Saved forecast.
[2025-12-24T20:36:35.187869] [INFO ] [main      ] AGX: Signal=1 (Conf=90.0%), Magnitude=-5.26% (Conf=59.7344%)
[2025-12-24T20:36:35.188240] [INFO ] [main      ] Fetching symbol history for AVDL...
[2025-12-24T20:36:35.188290] [DEBUG] [REMOTE    ] AVDL: Fetching historical data.
[2025-12-24T20:36:35.188650] [INFO ] [main      ] Progress: 313/364 forecasts completed (86.0%). AGX finished in 0.7s. ETA: 8.9s. Rate: 344.69 forecasts/min
[2025-12-24T20:36:35.190100] [INFO ] [LOCAL     ] FIZZ: Saved forecast.
[2025-12-24T20:36:35.190162] [INFO ] [main      ] FIZZ: Signal=1 (Conf=90.0%), Magnitude=-1.18% (Conf=52.4799%)
[2025-12-24T20:36:35.190521] [INFO ] [main      ] Fetching symbol history for PHUN...
[2025-12-24T20:36:35.190592] [DEBUG] [REMOTE    ] PHUN: Fetching historical data.
[2025-12-24T20:36:35.190627] [INFO ] [main      ] Progress: 314/364 forecasts completed (86.3%). FIZZ finished in 0.6s. ETA: 8.7s. Rate: 345.77 forecasts/min
[2025-12-24T20:36:35.199450] [DEBUG] [REMOTE    ] AVDL: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:35.200187] [DEBUG] [LOCAL     ] Loaded configuration for AVDL: 3 features, N/A% accuracy
[2025-12-24T20:36:35.200237] [INFO ] [LOCAL     ] AVDL: Loaded 3 optimal features with 36.97% confidence from JSON config
[2025-12-24T20:36:35.200269] [DEBUG] [MAG       ] Building data for symbol: AVDL with lookback: 0
[2025-12-24T20:36:35.201042] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:36:35.201100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:35.201699] [DEBUG] [REMOTE    ] PHUN: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:35.201812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:35.202525] [DEBUG] [LOCAL     ] Loaded configuration for PHUN: 6 features, N/A% accuracy
[2025-12-24T20:36:35.202595] [INFO ] [LOCAL     ] PHUN: Loaded 6 optimal features with 61.96% confidence from JSON config
[2025-12-24T20:36:35.202629] [DEBUG] [MAG       ] Building data for symbol: PHUN with lookback: 0
[2025-12-24T20:36:35.202660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-24T20:36:35.203378] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:35.203438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:35.204475] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:35.208475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:35.209298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-24T20:36:35.210489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-24T20:36:35.212439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-24T20:36:35.213177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-24T20:36:35.215211] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:35.226947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:36:35.228284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-24T20:36:35.229022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-24T20:36:35.230873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-24T20:36:35.233900] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:35.302182] [DEBUG] [MAG       ] RBLX: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:35.422516] [INFO ] [LOCAL     ] RBLX: Saved forecast.
[2025-12-24T20:36:35.422616] [INFO ] [main      ] RBLX: Signal=1 (Conf=90.0%), Magnitude=1.01% (Conf=63.9205%)
[2025-12-24T20:36:35.422804] [INFO ] [main      ] Fetching symbol history for BGRN...
[2025-12-24T20:36:35.422851] [DEBUG] [REMOTE    ] BGRN: Fetching historical data.
[2025-12-24T20:36:35.423847] [INFO ] [main      ] Progress: 315/364 forecasts completed (86.5%). RBLX finished in 0.7s. ETA: 8.5s. Rate: 345.40 forecasts/min
[2025-12-24T20:36:35.435206] [DEBUG] [REMOTE    ] BGRN: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:35.436121] [DEBUG] [LOCAL     ] Loaded configuration for BGRN: 3 features, N/A% accuracy
[2025-12-24T20:36:35.436172] [INFO ] [LOCAL     ] BGRN: Loaded 3 optimal features with 54.95% confidence from JSON config
[2025-12-24T20:36:35.436205] [DEBUG] [MAG       ] Building data for symbol: BGRN with lookback: 0
[2025-12-24T20:36:35.437024] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:36:35.437086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:35.437831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-24T20:36:35.439895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-24T20:36:35.456521] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:35.559927] [DEBUG] [MAG       ] PHUN: Last date is validated at 2025-12-24
[2025-12-24T20:36:35.561410] [DEBUG] [MAG       ] AVDL: Last date is validated at 2025-12-24
[2025-12-24T20:36:35.602669] [DEBUG] [MAG       ] AWRE: Last date is validated at 2025-12-24
[2025-12-24T20:36:35.731049] [DEBUG] [MAG       ] PHUN: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:35.731825] [DEBUG] [MAG       ] AVDL: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:35.786034] [DEBUG] [MAG       ] AWRE: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:35.806887] [INFO ] [LOCAL     ] AVDL: Saved forecast.
[2025-12-24T20:36:35.807154] [INFO ] [main      ] AVDL: Signal=1 (Conf=90.0%), Magnitude=-2.52% (Conf=36.9669%)
[2025-12-24T20:36:35.807496] [INFO ] [main      ] Fetching symbol history for IPGP...
[2025-12-24T20:36:35.807545] [DEBUG] [REMOTE    ] IPGP: Fetching historical data.
[2025-12-24T20:36:35.807629] [INFO ] [main      ] Progress: 316/364 forecasts completed (86.8%). AVDL finished in 0.6s. ETA: 8.4s. Rate: 344.08 forecasts/min
[2025-12-24T20:36:35.816973] [INFO ] [LOCAL     ] PHUN: Saved forecast.
[2025-12-24T20:36:35.817040] [INFO ] [main      ] PHUN: Signal=1 (Conf=90.0%), Magnitude=-2.38% (Conf=61.9557%)
[2025-12-24T20:36:35.817668] [INFO ] [main      ] Fetching symbol history for IGIC...
[2025-12-24T20:36:35.817721] [DEBUG] [REMOTE    ] IGIC: Fetching historical data.
[2025-12-24T20:36:35.818644] [INFO ] [main      ] Progress: 317/364 forecasts completed (87.1%). PHUN finished in 0.6s. ETA: 8.2s. Rate: 345.10 forecasts/min
[2025-12-24T20:36:35.818912] [DEBUG] [REMOTE    ] IPGP: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:35.820034] [DEBUG] [LOCAL     ] Loaded configuration for IPGP: 3 features, N/A% accuracy
[2025-12-24T20:36:35.820096] [INFO ] [LOCAL     ] IPGP: Loaded 3 optimal features with 53.22% confidence from JSON config
[2025-12-24T20:36:35.820128] [DEBUG] [MAG       ] Building data for symbol: IPGP with lookback: 0
[2025-12-24T20:36:35.820893] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:36:35.820953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:35.821855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:35.824341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-24T20:36:35.825390] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:35.825430] [DEBUG] [MAG       ] BGRN: Last date is validated at 2025-12-24
[2025-12-24T20:36:35.829734] [DEBUG] [REMOTE    ] IGIC: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:35.830495] [DEBUG] [LOCAL     ] Loaded configuration for IGIC: 5 features, N/A% accuracy
[2025-12-24T20:36:35.830552] [INFO ] [LOCAL     ] IGIC: Loaded 5 optimal features with 65.47% confidence from JSON config
[2025-12-24T20:36:35.830605] [DEBUG] [MAG       ] Building data for symbol: IGIC with lookback: 0
[2025-12-24T20:36:35.831371] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:35.831430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:35.836127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:35.837861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:35.838330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:36:35.839931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:36:35.854255] [INFO ] [LOCAL     ] AWRE: Saved forecast.
[2025-12-24T20:36:35.854324] [INFO ] [main      ] AWRE: Signal=1 (Conf=90.0%), Magnitude=-3.13% (Conf=53.4311%)
[2025-12-24T20:36:35.854715] [INFO ] [main      ] Fetching symbol history for SHEN...
[2025-12-24T20:36:35.854767] [DEBUG] [REMOTE    ] SHEN: Fetching historical data.
[2025-12-24T20:36:35.855590] [INFO ] [main      ] Progress: 318/364 forecasts completed (87.4%). AWRE finished in 0.7s. ETA: 8.0s. Rate: 345.96 forecasts/min
[2025-12-24T20:36:35.866358] [DEBUG] [REMOTE    ] SHEN: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:35.867802] [DEBUG] [LOCAL     ] Loaded configuration for SHEN: 3 features, N/A% accuracy
[2025-12-24T20:36:35.867857] [INFO ] [LOCAL     ] SHEN: Loaded 3 optimal features with 67.68% confidence from JSON config
[2025-12-24T20:36:35.867888] [DEBUG] [MAG       ] Building data for symbol: SHEN with lookback: 0
[2025-12-24T20:36:35.868669] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:36:35.868727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:35.870387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:35.870910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:36:35.872520] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:35.878870] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:35.993417] [DEBUG] [MAG       ] BGRN: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:36.055119] [INFO ] [LOCAL     ] BGRN: Saved forecast.
[2025-12-24T20:36:36.055183] [INFO ] [main      ] BGRN: Signal=1 (Conf=90.0%), Magnitude=-0.14% (Conf=54.9535%)
[2025-12-24T20:36:36.055338] [INFO ] [main      ] Fetching symbol history for SANM...
[2025-12-24T20:36:36.055402] [DEBUG] [REMOTE    ] SANM: Fetching historical data.
[2025-12-24T20:36:36.056354] [INFO ] [main      ] Progress: 319/364 forecasts completed (87.6%). BGRN finished in 0.6s. ETA: 7.8s. Rate: 345.79 forecasts/min
[2025-12-24T20:36:36.066860] [DEBUG] [REMOTE    ] SANM: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:36.068459] [DEBUG] [LOCAL     ] Loaded configuration for SANM: 6 features, N/A% accuracy
[2025-12-24T20:36:36.068526] [INFO ] [LOCAL     ] SANM: Loaded 6 optimal features with 46.81% confidence from JSON config
[2025-12-24T20:36:36.068558] [DEBUG] [MAG       ] Building data for symbol: SANM with lookback: 0
[2025-12-24T20:36:36.069343] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:36.069405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:36.071051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:36.071541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:36.071971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:36:36.114020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-24T20:36:36.115044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:36:36.116598] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:36.167867] [DEBUG] [MAG       ] IPGP: Last date is validated at 2025-12-24
[2025-12-24T20:36:36.219068] [DEBUG] [MAG       ] SHEN: Last date is validated at 2025-12-24
[2025-12-24T20:36:36.326269] [DEBUG] [MAG       ] IGIC: Last date is validated at 2025-12-24
[2025-12-24T20:36:36.336956] [DEBUG] [MAG       ] IPGP: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:36.396595] [DEBUG] [MAG       ] SHEN: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:36.438945] [INFO ] [LOCAL     ] IPGP: Saved forecast.
[2025-12-24T20:36:36.439013] [INFO ] [main      ] IPGP: Signal=1 (Conf=90.0%), Magnitude=3.23% (Conf=53.2185%)
[2025-12-24T20:36:36.439377] [INFO ] [main      ] Fetching symbol history for BYD...
[2025-12-24T20:36:36.439427] [DEBUG] [REMOTE    ] BYD: Fetching historical data.
[2025-12-24T20:36:36.440257] [INFO ] [main      ] Progress: 320/364 forecasts completed (87.9%). IPGP finished in 0.6s. ETA: 7.7s. Rate: 344.48 forecasts/min
[2025-12-24T20:36:36.450932] [DEBUG] [REMOTE    ] BYD: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:36.451850] [DEBUG] [LOCAL     ] Loaded configuration for BYD: 4 features, N/A% accuracy
[2025-12-24T20:36:36.451902] [INFO ] [LOCAL     ] BYD: Loaded 4 optimal features with 41.62% confidence from JSON config
[2025-12-24T20:36:36.451932] [DEBUG] [MAG       ] Building data for symbol: BYD with lookback: 0
[2025-12-24T20:36:36.452704] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:36.452762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:36.457462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:36.459635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:36.460111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:36.460499] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:36.462000] [INFO ] [LOCAL     ] SHEN: Saved forecast.
[2025-12-24T20:36:36.462067] [INFO ] [main      ] SHEN: Signal=1 (Conf=90.0%), Magnitude=-0.13% (Conf=67.6768%)
[2025-12-24T20:36:36.462226] [INFO ] [main      ] Fetching symbol history for ING...
[2025-12-24T20:36:36.462270] [DEBUG] [REMOTE    ] ING: Fetching historical data.
[2025-12-24T20:36:36.462838] [INFO ] [main      ] Progress: 321/364 forecasts completed (88.2%). SHEN finished in 0.6s. ETA: 7.5s. Rate: 345.42 forecasts/min
[2025-12-24T20:36:36.474440] [DEBUG] [REMOTE    ] ING: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:36.475501] [DEBUG] [LOCAL     ] Loaded configuration for ING: 7 features, N/A% accuracy
[2025-12-24T20:36:36.475554] [INFO ] [LOCAL     ] ING: Loaded 7 optimal features with 55.69% confidence from JSON config
[2025-12-24T20:36:36.475602] [DEBUG] [MAG       ] Building data for symbol: ING with lookback: 0
[2025-12-24T20:36:36.476360] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-24T20:36:36.476424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:36.481281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-24T20:36:36.484194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-24T20:36:36.484843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:36.486499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:36.486963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-24T20:36:36.487971] [DEBUG] [MAG       ] SANM: Last date is validated at 2025-12-24
[2025-12-24T20:36:36.488017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-24T20:36:36.490046] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:36.498907] [DEBUG] [MAG       ] IGIC: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:36.580454] [INFO ] [LOCAL     ] IGIC: Saved forecast.
[2025-12-24T20:36:36.580521] [INFO ] [main      ] IGIC: Signal=1 (Conf=90.0%), Magnitude=-1.45% (Conf=65.4739%)
[2025-12-24T20:36:36.580875] [INFO ] [main      ] Fetching symbol history for TFIN...
[2025-12-24T20:36:36.580926] [DEBUG] [REMOTE    ] TFIN: Fetching historical data.
[2025-12-24T20:36:36.581653] [INFO ] [main      ] Progress: 322/364 forecasts completed (88.5%). IGIC finished in 0.8s. ETA: 7.3s. Rate: 345.76 forecasts/min
[2025-12-24T20:36:36.592276] [DEBUG] [REMOTE    ] TFIN: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:36.593116] [DEBUG] [LOCAL     ] Loaded configuration for TFIN: 5 features, N/A% accuracy
[2025-12-24T20:36:36.593171] [INFO ] [LOCAL     ] TFIN: Loaded 5 optimal features with 48.68% confidence from JSON config
[2025-12-24T20:36:36.593203] [DEBUG] [MAG       ] Building data for symbol: TFIN with lookback: 0
[2025-12-24T20:36:36.593985] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:36.594044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:36.595712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:36.596202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:36.596609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:36:36.636546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-24T20:36:36.658325] [DEBUG] [MAG       ] SANM: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:36.686921] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:36.796013] [INFO ] [LOCAL     ] SANM: Saved forecast.
[2025-12-24T20:36:36.796277] [INFO ] [main      ] SANM: Signal=1 (Conf=90.0%), Magnitude=-1.55% (Conf=46.8081%)
[2025-12-24T20:36:36.796445] [INFO ] [main      ] Fetching symbol history for MKL...
[2025-12-24T20:36:36.796491] [DEBUG] [REMOTE    ] MKL: Fetching historical data.
[2025-12-24T20:36:36.799345] [INFO ] [main      ] Progress: 323/364 forecasts completed (88.7%). SANM finished in 0.7s. ETA: 7.1s. Rate: 345.48 forecasts/min
[2025-12-24T20:36:36.808765] [DEBUG] [REMOTE    ] MKL: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:36.809979] [DEBUG] [LOCAL     ] Loaded configuration for MKL: 2 features, N/A% accuracy
[2025-12-24T20:36:36.810035] [INFO ] [LOCAL     ] MKL: Loaded 2 optimal features with 56.08% confidence from JSON config
[2025-12-24T20:36:36.810066] [DEBUG] [MAG       ] Building data for symbol: MKL with lookback: 0
[2025-12-24T20:36:36.810848] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-24T20:36:36.810907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-24T20:36:36.813236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-24T20:36:36.817651] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:36.824272] [DEBUG] [MAG       ] BYD: Last date is validated at 2025-12-24
[2025-12-24T20:36:36.838910] [DEBUG] [MAG       ] ING: Last date is validated at 2025-12-24
[2025-12-24T20:36:37.004959] [DEBUG] [MAG       ] BYD: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:37.016318] [DEBUG] [MAG       ] ING: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:37.029655] [DEBUG] [MAG       ] TFIN: Last date is validated at 2025-12-24
[2025-12-24T20:36:37.094854] [INFO ] [LOCAL     ] ING: Saved forecast.
[2025-12-24T20:36:37.094922] [INFO ] [main      ] ING: Signal=1 (Conf=90.0%), Magnitude=-0.95% (Conf=55.6873%)
[2025-12-24T20:36:37.095284] [INFO ] [main      ] Fetching symbol history for SRI...
[2025-12-24T20:36:37.095335] [DEBUG] [REMOTE    ] SRI: Fetching historical data.
[2025-12-24T20:36:37.095624] [INFO ] [main      ] Progress: 324/364 forecasts completed (89.0%). ING finished in 0.6s. ETA: 7.0s. Rate: 344.73 forecasts/min
[2025-12-24T20:36:37.103561] [INFO ] [LOCAL     ] BYD: Saved forecast.
[2025-12-24T20:36:37.103702] [INFO ] [main      ] BYD: Signal=1 (Conf=90.0%), Magnitude=-2.73% (Conf=41.621%)
[2025-12-24T20:36:37.103874] [INFO ] [main      ] Fetching symbol history for DTIL...
[2025-12-24T20:36:37.103920] [DEBUG] [REMOTE    ] DTIL: Fetching historical data.
[2025-12-24T20:36:37.105749] [INFO ] [main      ] Progress: 325/364 forecasts completed (89.3%). BYD finished in 0.7s. ETA: 6.8s. Rate: 345.73 forecasts/min
[2025-12-24T20:36:37.107949] [DEBUG] [REMOTE    ] SRI: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:37.108827] [DEBUG] [LOCAL     ] Loaded configuration for SRI: 5 features, N/A% accuracy
[2025-12-24T20:36:37.108891] [INFO ] [LOCAL     ] SRI: Loaded 5 optimal features with 48.84% confidence from JSON config
[2025-12-24T20:36:37.109733] [DEBUG] [MAG       ] Building data for symbol: SRI with lookback: 0
[2025-12-24T20:36:37.111407] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:37.111476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:37.114535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:36:37.116505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:36:37.116751] [DEBUG] [REMOTE    ] DTIL: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:37.117669] [DEBUG] [LOCAL     ] Loaded configuration for DTIL: 2 features, N/A% accuracy
[2025-12-24T20:36:37.117728] [INFO ] [LOCAL     ] DTIL: Loaded 2 optimal features with 55.74% confidence from JSON config
[2025-12-24T20:36:37.117761] [DEBUG] [MAG       ] Building data for symbol: DTIL with lookback: 0
[2025-12-24T20:36:37.118554] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-24T20:36:37.118631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:37.123847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:36:37.125131] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:37.159663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-24T20:36:37.162593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-24T20:36:37.164910] [DEBUG] [MAG       ] MKL: Last date is validated at 2025-12-24
[2025-12-24T20:36:37.181352] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:37.217841] [DEBUG] [MAG       ] TFIN: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:37.334991] [DEBUG] [MAG       ] MKL: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:37.373536] [INFO ] [LOCAL     ] TFIN: Saved forecast.
[2025-12-24T20:36:37.373642] [INFO ] [main      ] TFIN: Signal=1 (Conf=90.0%), Magnitude=3.97% (Conf=48.6796%)
[2025-12-24T20:36:37.374077] [INFO ] [main      ] Fetching symbol history for RES...
[2025-12-24T20:36:37.374141] [DEBUG] [REMOTE    ] RES: Fetching historical data.
[2025-12-24T20:36:37.374134] [INFO ] [main      ] Progress: 326/364 forecasts completed (89.6%). TFIN finished in 0.8s. ETA: 6.6s. Rate: 345.16 forecasts/min
[2025-12-24T20:36:37.389817] [DEBUG] [REMOTE    ] RES: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:37.390902] [DEBUG] [LOCAL     ] Loaded configuration for RES: 4 features, N/A% accuracy
[2025-12-24T20:36:37.390968] [INFO ] [LOCAL     ] RES: Loaded 4 optimal features with 47.36% confidence from JSON config
[2025-12-24T20:36:37.391007] [DEBUG] [MAG       ] Building data for symbol: RES with lookback: 0
[2025-12-24T20:36:37.391954] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:37.392027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:37.394186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:37.394861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:37.395357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-24T20:36:37.402543] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:37.476090] [DEBUG] [MAG       ] DTIL: Last date is validated at 2025-12-24
[2025-12-24T20:36:37.521840] [DEBUG] [MAG       ] SRI: Last date is validated at 2025-12-24
[2025-12-24T20:36:37.533866] [INFO ] [LOCAL     ] MKL: Saved forecast.
[2025-12-24T20:36:37.533932] [INFO ] [main      ] MKL: Signal=1 (Conf=90.0%), Magnitude=-2.17% (Conf=56.081%)
[2025-12-24T20:36:37.534087] [INFO ] [main      ] Fetching symbol history for TBB...
[2025-12-24T20:36:37.534131] [DEBUG] [REMOTE    ] TBB: Fetching historical data.
[2025-12-24T20:36:37.534875] [INFO ] [main      ] Progress: 327/364 forecasts completed (89.8%). MKL finished in 0.7s. ETA: 6.4s. Rate: 345.24 forecasts/min
[2025-12-24T20:36:37.545649] [DEBUG] [REMOTE    ] TBB: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:37.546823] [DEBUG] [LOCAL     ] Loaded configuration for TBB: 7 features, N/A% accuracy
[2025-12-24T20:36:37.546935] [INFO ] [LOCAL     ] TBB: Loaded 7 optimal features with 56.08% confidence from JSON config
[2025-12-24T20:36:37.546997] [DEBUG] [MAG       ] Building data for symbol: TBB with lookback: 0
[2025-12-24T20:36:37.548167] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-24T20:36:37.548229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:37.552969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:37.554715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:37.555179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:37.555552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:37.556457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:37.558796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-24T20:36:37.559450] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:37.655548] [DEBUG] [MAG       ] DTIL: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:37.688363] [DEBUG] [MAG       ] SRI: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:37.719474] [INFO ] [LOCAL     ] DTIL: Saved forecast.
[2025-12-24T20:36:37.719539] [INFO ] [main      ] DTIL: Signal=1 (Conf=90.0%), Magnitude=-3.67% (Conf=55.7434%)
[2025-12-24T20:36:37.719905] [INFO ] [main      ] Fetching symbol history for AMZD...
[2025-12-24T20:36:37.719956] [DEBUG] [REMOTE    ] AMZD: Fetching historical data.
[2025-12-24T20:36:37.720630] [INFO ] [main      ] Progress: 328/364 forecasts completed (90.1%). DTIL finished in 0.6s. ETA: 6.3s. Rate: 345.16 forecasts/min
[2025-12-24T20:36:37.731483] [DEBUG] [REMOTE    ] AMZD: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:37.732804] [DEBUG] [LOCAL     ] Loaded configuration for AMZD: 9 features, N/A% accuracy
[2025-12-24T20:36:37.732865] [INFO ] [LOCAL     ] AMZD: Loaded 9 optimal features with 56.97% confidence from JSON config
[2025-12-24T20:36:37.732898] [DEBUG] [MAG       ] Building data for symbol: AMZD with lookback: 0
[2025-12-24T20:36:37.733906] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-24T20:36:37.733982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:37.739075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:37.740976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:37.741821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:37.742268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:37.742682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:37.743494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:37.744425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:36:37.748843] [DEBUG] [MAG       ] RES: Last date is validated at 2025-12-24
[2025-12-24T20:36:37.764073] [INFO ] [LOCAL     ] SRI: Saved forecast.
[2025-12-24T20:36:37.764148] [INFO ] [main      ] SRI: Signal=1 (Conf=90.0%), Magnitude=1.69% (Conf=48.8376%)
[2025-12-24T20:36:37.764584] [INFO ] [main      ] Fetching symbol history for QVCC...
[2025-12-24T20:36:37.764637] [DEBUG] [REMOTE    ] QVCC: Fetching historical data.
[2025-12-24T20:36:37.764652] [INFO ] [main      ] Progress: 329/364 forecasts completed (90.4%). SRI finished in 0.7s. ETA: 6.1s. Rate: 345.95 forecasts/min
[2025-12-24T20:36:37.775720] [DEBUG] [REMOTE    ] QVCC: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:37.776761] [DEBUG] [LOCAL     ] Loaded configuration for QVCC: 6 features, N/A% accuracy
[2025-12-24T20:36:37.776815] [INFO ] [LOCAL     ] QVCC: Loaded 6 optimal features with 55.81% confidence from JSON config
[2025-12-24T20:36:37.776846] [DEBUG] [MAG       ] Building data for symbol: QVCC with lookback: 0
[2025-12-24T20:36:37.777803] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:37.777864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:37.778891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:36:37.780160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-24T20:36:37.781325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-24T20:36:37.784152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-24T20:36:37.786482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-24T20:36:37.788102] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:37.862649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-24T20:36:37.864967] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:37.897992] [DEBUG] [MAG       ] TBB: Last date is validated at 2025-12-24
[2025-12-24T20:36:37.914866] [DEBUG] [MAG       ] RES: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:37.972025] [INFO ] [LOCAL     ] RES: Saved forecast.
[2025-12-24T20:36:37.972090] [INFO ] [main      ] RES: Signal=1 (Conf=90.0%), Magnitude=0.31% (Conf=47.3624%)
[2025-12-24T20:36:37.972654] [INFO ] [main      ] Progress: 330/364 forecasts completed (90.7%). RES finished in 0.6s. ETA: 5.9s. Rate: 345.74 forecasts/min
[2025-12-24T20:36:37.973040] [INFO ] [main      ] Fetching symbol history for BRZE...
[2025-12-24T20:36:37.973096] [DEBUG] [REMOTE    ] BRZE: Fetching historical data.
[2025-12-24T20:36:37.986263] [DEBUG] [REMOTE    ] BRZE: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:37.987181] [DEBUG] [LOCAL     ] Loaded configuration for BRZE: 6 features, N/A% accuracy
[2025-12-24T20:36:37.987237] [INFO ] [LOCAL     ] BRZE: Loaded 6 optimal features with 56.40% confidence from JSON config
[2025-12-24T20:36:37.987269] [DEBUG] [MAG       ] Building data for symbol: BRZE with lookback: 0
[2025-12-24T20:36:37.988069] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:37.988130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:37.996063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:36:37.997808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-24T20:36:37.998591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-24T20:36:37.999889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-24T20:36:38.002310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-24T20:36:38.003883] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:38.068161] [DEBUG] [MAG       ] TBB: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:38.127698] [DEBUG] [MAG       ] QVCC: Last date is validated at 2025-12-24
[2025-12-24T20:36:38.130260] [INFO ] [LOCAL     ] TBB: Saved forecast.
[2025-12-24T20:36:38.130349] [INFO ] [main      ] TBB: Signal=1 (Conf=90.0%), Magnitude=0.88% (Conf=56.0761%)
[2025-12-24T20:36:38.130556] [INFO ] [main      ] Fetching symbol history for EG...
[2025-12-24T20:36:38.130635] [DEBUG] [REMOTE    ] EG: Fetching historical data.
[2025-12-24T20:36:38.131362] [INFO ] [main      ] Progress: 331/364 forecasts completed (90.9%). TBB finished in 0.6s. ETA: 5.7s. Rate: 345.83 forecasts/min
[2025-12-24T20:36:38.142696] [DEBUG] [REMOTE    ] EG: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:38.143699] [DEBUG] [LOCAL     ] Loaded configuration for EG: 3 features, N/A% accuracy
[2025-12-24T20:36:38.143773] [INFO ] [LOCAL     ] EG: Loaded 3 optimal features with 56.48% confidence from JSON config
[2025-12-24T20:36:38.143805] [DEBUG] [MAG       ] Building data for symbol: EG with lookback: 0
[2025-12-24T20:36:38.144640] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:36:38.144700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:38.149514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:38.150400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:36:38.151984] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:38.216810] [DEBUG] [MAG       ] AMZD: Last date is validated at 2025-12-24
[2025-12-24T20:36:38.300569] [DEBUG] [MAG       ] QVCC: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:38.341309] [DEBUG] [MAG       ] BRZE: Last date is validated at 2025-12-24
[2025-12-24T20:36:38.368948] [INFO ] [LOCAL     ] QVCC: Saved forecast.
[2025-12-24T20:36:38.369015] [INFO ] [main      ] QVCC: Signal=1 (Conf=90.0%), Magnitude=-2.89% (Conf=55.8061%)
[2025-12-24T20:36:38.369397] [INFO ] [main      ] Fetching symbol history for SUPN...
[2025-12-24T20:36:38.369449] [DEBUG] [REMOTE    ] SUPN: Fetching historical data.
[2025-12-24T20:36:38.369660] [INFO ] [main      ] Progress: 332/364 forecasts completed (91.2%). QVCC finished in 0.6s. ETA: 5.6s. Rate: 345.44 forecasts/min
[2025-12-24T20:36:38.382339] [DEBUG] [REMOTE    ] SUPN: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:38.383311] [DEBUG] [MAG       ] AMZD: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:38.383499] [DEBUG] [LOCAL     ] Loaded configuration for SUPN: 9 features, N/A% accuracy
[2025-12-24T20:36:38.383560] [INFO ] [LOCAL     ] SUPN: Loaded 9 optimal features with 54.04% confidence from JSON config
[2025-12-24T20:36:38.383618] [DEBUG] [MAG       ] Building data for symbol: SUPN with lookback: 0
[2025-12-24T20:36:38.384421] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-24T20:36:38.384486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:38.389309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:38.391118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:38.391633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:38.392048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:38.392793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:36:38.432498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-24T20:36:38.434259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-24T20:36:38.437058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-24T20:36:38.438734] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:38.456406] [INFO ] [LOCAL     ] AMZD: Saved forecast.
[2025-12-24T20:36:38.456473] [INFO ] [main      ] AMZD: Signal=1 (Conf=90.0%), Magnitude=0.27% (Conf=56.9688%)
[2025-12-24T20:36:38.456666] [INFO ] [main      ] Fetching symbol history for XRX...
[2025-12-24T20:36:38.456938] [DEBUG] [REMOTE    ] XRX: Fetching historical data.
[2025-12-24T20:36:38.457622] [INFO ] [main      ] Progress: 333/364 forecasts completed (91.5%). AMZD finished in 0.7s. ETA: 5.4s. Rate: 345.95 forecasts/min
[2025-12-24T20:36:38.468545] [DEBUG] [REMOTE    ] XRX: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:38.469655] [DEBUG] [LOCAL     ] Loaded configuration for XRX: 6 features, N/A% accuracy
[2025-12-24T20:36:38.469708] [INFO ] [LOCAL     ] XRX: Loaded 6 optimal features with 67.99% confidence from JSON config
[2025-12-24T20:36:38.469739] [DEBUG] [MAG       ] Building data for symbol: XRX with lookback: 0
[2025-12-24T20:36:38.470479] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:38.470539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:38.472190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:38.472688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:38.473120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:38.473497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:38.474379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-24T20:36:38.475078] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:38.488702] [DEBUG] [MAG       ] EG: Last date is validated at 2025-12-24
[2025-12-24T20:36:38.509614] [DEBUG] [MAG       ] BRZE: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:38.604647] [INFO ] [LOCAL     ] BRZE: Saved forecast.
[2025-12-24T20:36:38.604714] [INFO ] [main      ] BRZE: Signal=1 (Conf=90.0%), Magnitude=2.84% (Conf=56.3953%)
[2025-12-24T20:36:38.604870] [INFO ] [main      ] Fetching symbol history for LAES...
[2025-12-24T20:36:38.604912] [DEBUG] [REMOTE    ] LAES: Fetching historical data.
[2025-12-24T20:36:38.606651] [INFO ] [main      ] Progress: 334/364 forecasts completed (91.8%). BRZE finished in 0.6s. ETA: 5.2s. Rate: 346.10 forecasts/min
[2025-12-24T20:36:38.616650] [DEBUG] [REMOTE    ] LAES: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:38.617658] [DEBUG] [LOCAL     ] Loaded configuration for LAES: 5 features, N/A% accuracy
[2025-12-24T20:36:38.617715] [INFO ] [LOCAL     ] LAES: Loaded 5 optimal features with 56.01% confidence from JSON config
[2025-12-24T20:36:38.617747] [DEBUG] [MAG       ] Building data for symbol: LAES with lookback: 0
[2025-12-24T20:36:38.618728] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:38.618787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:38.620867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:38.621546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:38.621999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:38.622591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-24T20:36:38.623542] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:38.658099] [DEBUG] [MAG       ] EG: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:38.801161] [DEBUG] [MAG       ] SUPN: Last date is validated at 2025-12-24
[2025-12-24T20:36:38.804938] [INFO ] [LOCAL     ] EG: Saved forecast.
[2025-12-24T20:36:38.805005] [INFO ] [main      ] EG: Signal=1 (Conf=90.0%), Magnitude=1.86% (Conf=56.4812%)
[2025-12-24T20:36:38.805159] [INFO ] [main      ] Fetching symbol history for HOG...
[2025-12-24T20:36:38.805203] [DEBUG] [REMOTE    ] HOG: Fetching historical data.
[2025-12-24T20:36:38.805867] [INFO ] [main      ] Progress: 335/364 forecasts completed (92.0%). EG finished in 0.7s. ETA: 5.0s. Rate: 345.94 forecasts/min
[2025-12-24T20:36:38.816932] [DEBUG] [REMOTE    ] HOG: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:38.817896] [DEBUG] [LOCAL     ] Loaded configuration for HOG: 6 features, N/A% accuracy
[2025-12-24T20:36:38.817950] [INFO ] [LOCAL     ] HOG: Loaded 6 optimal features with 59.38% confidence from JSON config
[2025-12-24T20:36:38.817981] [DEBUG] [MAG       ] Building data for symbol: HOG with lookback: 0
[2025-12-24T20:36:38.818757] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:38.818818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:38.819309] [DEBUG] [MAG       ] XRX: Last date is validated at 2025-12-24
[2025-12-24T20:36:38.823527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:38.825277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:38.825748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:36:38.863904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-24T20:36:38.864910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-24T20:36:38.866501] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:38.963519] [DEBUG] [MAG       ] LAES: Last date is validated at 2025-12-24
[2025-12-24T20:36:38.976307] [DEBUG] [MAG       ] SUPN: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:38.984884] [DEBUG] [MAG       ] XRX: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:39.048640] [INFO ] [LOCAL     ] XRX: Saved forecast.
[2025-12-24T20:36:39.048706] [INFO ] [main      ] XRX: Signal=1 (Conf=90.0%), Magnitude=-0.70% (Conf=67.991%)
[2025-12-24T20:36:39.049043] [INFO ] [main      ] Fetching symbol history for CVEO...
[2025-12-24T20:36:39.049094] [DEBUG] [REMOTE    ] CVEO: Fetching historical data.
[2025-12-24T20:36:39.049662] [INFO ] [main      ] Progress: 336/364 forecasts completed (92.3%). XRX finished in 0.6s. ETA: 4.9s. Rate: 345.53 forecasts/min
[2025-12-24T20:36:39.060826] [DEBUG] [REMOTE    ] CVEO: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:39.061868] [DEBUG] [LOCAL     ] Loaded configuration for CVEO: 2 features, N/A% accuracy
[2025-12-24T20:36:39.061928] [INFO ] [LOCAL     ] CVEO: Loaded 2 optimal features with 53.43% confidence from JSON config
[2025-12-24T20:36:39.061961] [DEBUG] [MAG       ] Building data for symbol: CVEO with lookback: 0
[2025-12-24T20:36:39.062747] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-24T20:36:39.062805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:39.067466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:39.068399] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:39.076948] [INFO ] [LOCAL     ] SUPN: Saved forecast.
[2025-12-24T20:36:39.077015] [INFO ] [main      ] SUPN: Signal=1 (Conf=90.0%), Magnitude=-1.41% (Conf=54.0423%)
[2025-12-24T20:36:39.077388] [INFO ] [main      ] Fetching symbol history for VGSH...
[2025-12-24T20:36:39.077438] [DEBUG] [REMOTE    ] VGSH: Fetching historical data.
[2025-12-24T20:36:39.077619] [INFO ] [main      ] Progress: 337/364 forecasts completed (92.6%). SUPN finished in 0.7s. ETA: 4.7s. Rate: 346.39 forecasts/min
[2025-12-24T20:36:39.089186] [DEBUG] [REMOTE    ] VGSH: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:39.090387] [DEBUG] [LOCAL     ] Loaded configuration for VGSH: 1 features, N/A% accuracy
[2025-12-24T20:36:39.090444] [INFO ] [LOCAL     ] VGSH: Loaded 1 optimal features with 23.69% confidence from JSON config
[2025-12-24T20:36:39.090475] [DEBUG] [MAG       ] Building data for symbol: VGSH with lookback: 0
[2025-12-24T20:36:39.091467] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-24T20:36:39.091525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:39.092261] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:39.132096] [DEBUG] [MAG       ] LAES: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:39.206064] [DEBUG] [MAG       ] HOG: Last date is validated at 2025-12-24
[2025-12-24T20:36:39.208242] [INFO ] [LOCAL     ] LAES: Saved forecast.
[2025-12-24T20:36:39.208311] [INFO ] [main      ] LAES: Signal=1 (Conf=90.0%), Magnitude=-3.47% (Conf=56.0055%)
[2025-12-24T20:36:39.208689] [INFO ] [main      ] Fetching symbol history for SDA...
[2025-12-24T20:36:39.208739] [DEBUG] [REMOTE    ] SDA: Fetching historical data.
[2025-12-24T20:36:39.209608] [INFO ] [main      ] Progress: 338/364 forecasts completed (92.9%). LAES finished in 0.6s. ETA: 4.5s. Rate: 346.63 forecasts/min
[2025-12-24T20:36:39.220027] [DEBUG] [REMOTE    ] SDA: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:39.221042] [DEBUG] [LOCAL     ] Loaded configuration for SDA: 2 features, N/A% accuracy
[2025-12-24T20:36:39.221094] [INFO ] [LOCAL     ] SDA: Loaded 2 optimal features with 52.26% confidence from JSON config
[2025-12-24T20:36:39.221126] [DEBUG] [MAG       ] Building data for symbol: SDA with lookback: 0
[2025-12-24T20:36:39.222105] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-24T20:36:39.222163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:39.227029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-24T20:36:39.229037] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:39.378622] [DEBUG] [MAG       ] HOG: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:39.406055] [DEBUG] [MAG       ] CVEO: Last date is validated at 2025-12-24
[2025-12-24T20:36:39.431791] [DEBUG] [MAG       ] VGSH: Last date is validated at 2025-12-24
[2025-12-24T20:36:39.463282] [INFO ] [LOCAL     ] HOG: Saved forecast.
[2025-12-24T20:36:39.463350] [INFO ] [main      ] HOG: Signal=1 (Conf=90.0%), Magnitude=6.17% (Conf=59.3805%)
[2025-12-24T20:36:39.463535] [INFO ] [main      ] Fetching symbol history for PX...
[2025-12-24T20:36:39.463598] [DEBUG] [REMOTE    ] PX: Fetching historical data.
[2025-12-24T20:36:39.463855] [INFO ] [main      ] Progress: 339/364 forecasts completed (93.1%). HOG finished in 0.7s. ETA: 4.3s. Rate: 346.16 forecasts/min
[2025-12-24T20:36:39.477007] [DEBUG] [REMOTE    ] PX: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:39.478307] [DEBUG] [LOCAL     ] Loaded configuration for PX: 5 features, N/A% accuracy
[2025-12-24T20:36:39.478367] [INFO ] [LOCAL     ] PX: Loaded 5 optimal features with 54.06% confidence from JSON config
[2025-12-24T20:36:39.478399] [DEBUG] [MAG       ] Building data for symbol: PX with lookback: 0
[2025-12-24T20:36:39.479523] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:39.479605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:39.484330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-24T20:36:39.485151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-24T20:36:39.487852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-24T20:36:39.491711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-24T20:36:39.494449] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:39.567379] [DEBUG] [MAG       ] SDA: Last date is validated at 2025-12-24
[2025-12-24T20:36:39.569969] [DEBUG] [MAG       ] CVEO: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:39.599446] [DEBUG] [MAG       ] VGSH: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:39.648870] [INFO ] [LOCAL     ] CVEO: Saved forecast.
[2025-12-24T20:36:39.648937] [INFO ] [main      ] CVEO: Signal=1 (Conf=90.0%), Magnitude=-0.45% (Conf=53.4251%)
[2025-12-24T20:36:39.649299] [INFO ] [main      ] Fetching symbol history for CXDO...
[2025-12-24T20:36:39.649349] [DEBUG] [REMOTE    ] CXDO: Fetching historical data.
[2025-12-24T20:36:39.649658] [INFO ] [main      ] Progress: 340/364 forecasts completed (93.4%). CVEO finished in 0.6s. ETA: 4.2s. Rate: 346.08 forecasts/min
[2025-12-24T20:36:39.652412] [INFO ] [LOCAL     ] VGSH: Saved forecast.
[2025-12-24T20:36:39.652481] [INFO ] [main      ] VGSH: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=23.6865%)
[2025-12-24T20:36:39.652673] [INFO ] [main      ] Fetching symbol history for SCM...
[2025-12-24T20:36:39.652720] [DEBUG] [REMOTE    ] SCM: Fetching historical data.
[2025-12-24T20:36:39.653815] [INFO ] [main      ] Progress: 341/364 forecasts completed (93.7%). VGSH finished in 0.6s. ETA: 4.0s. Rate: 347.08 forecasts/min
[2025-12-24T20:36:39.661567] [DEBUG] [REMOTE    ] CXDO: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:39.663599] [DEBUG] [LOCAL     ] Loaded configuration for CXDO: 8 features, N/A% accuracy
[2025-12-24T20:36:39.663660] [INFO ] [LOCAL     ] CXDO: Loaded 8 optimal features with 38.37% confidence from JSON config
[2025-12-24T20:36:39.663693] [DEBUG] [MAG       ] Building data for symbol: CXDO with lookback: 0
[2025-12-24T20:36:39.664729] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-24T20:36:39.664795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:39.666801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:39.667296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:39.667307] [DEBUG] [REMOTE    ] SCM: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:39.667716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-24T20:36:39.668738] [DEBUG] [LOCAL     ] Loaded configuration for SCM: 7 features, N/A% accuracy
[2025-12-24T20:36:39.668795] [INFO ] [LOCAL     ] SCM: Loaded 7 optimal features with 59.74% confidence from JSON config
[2025-12-24T20:36:39.668826] [DEBUG] [MAG       ] Building data for symbol: SCM with lookback: 0
[2025-12-24T20:36:39.669848] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-24T20:36:39.669911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:39.671660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:39.672182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:39.672614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-24T20:36:39.705957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-24T20:36:39.706772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-24T20:36:39.711169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-24T20:36:39.712657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-24T20:36:39.713261] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:39.736675] [DEBUG] [MAG       ] SDA: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:39.750705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-24T20:36:39.755222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-24T20:36:39.757347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-24T20:36:39.758794] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:39.806123] [INFO ] [LOCAL     ] SDA: Saved forecast.
[2025-12-24T20:36:39.806186] [INFO ] [main      ] SDA: Signal=1 (Conf=90.0%), Magnitude=-3.35% (Conf=52.2565%)
[2025-12-24T20:36:39.806516] [INFO ] [main      ] Progress: 342/364 forecasts completed (94.0%). SDA finished in 0.6s. ETA: 3.8s. Rate: 347.19 forecasts/min
[2025-12-24T20:36:39.806654] [INFO ] [main      ] Fetching symbol history for CASS...
[2025-12-24T20:36:39.806696] [DEBUG] [REMOTE    ] CASS: Fetching historical data.
[2025-12-24T20:36:39.818679] [DEBUG] [REMOTE    ] CASS: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:39.819665] [DEBUG] [LOCAL     ] Loaded configuration for CASS: 5 features, N/A% accuracy
[2025-12-24T20:36:39.819717] [INFO ] [LOCAL     ] CASS: Loaded 5 optimal features with 53.63% confidence from JSON config
[2025-12-24T20:36:39.819749] [DEBUG] [MAG       ] Building data for symbol: CASS with lookback: 0
[2025-12-24T20:36:39.820495] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:39.820554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-24T20:36:39.821147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-24T20:36:39.824358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-24T20:36:39.826471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-24T20:36:39.828663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-24T20:36:39.830250] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:39.842508] [DEBUG] [MAG       ] PX: Last date is validated at 2025-12-24
[2025-12-24T20:36:40.013045] [DEBUG] [MAG       ] PX: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:40.046722] [DEBUG] [MAG       ] CXDO: Last date is validated at 2025-12-24
[2025-12-24T20:36:40.084006] [INFO ] [LOCAL     ] PX: Saved forecast.
[2025-12-24T20:36:40.084074] [INFO ] [main      ] PX: Signal=1 (Conf=90.0%), Magnitude=3.07% (Conf=54.0617%)
[2025-12-24T20:36:40.084233] [INFO ] [main      ] Fetching symbol history for RARE...
[2025-12-24T20:36:40.084275] [DEBUG] [REMOTE    ] RARE: Fetching historical data.
[2025-12-24T20:36:40.084835] [INFO ] [main      ] Progress: 343/364 forecasts completed (94.2%). PX finished in 0.6s. ETA: 3.6s. Rate: 346.58 forecasts/min
[2025-12-24T20:36:40.097553] [DEBUG] [REMOTE    ] RARE: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:40.098686] [DEBUG] [LOCAL     ] Loaded configuration for RARE: 8 features, N/A% accuracy
[2025-12-24T20:36:40.098739] [INFO ] [LOCAL     ] RARE: Loaded 8 optimal features with 56.29% confidence from JSON config
[2025-12-24T20:36:40.098770] [DEBUG] [MAG       ] Building data for symbol: RARE with lookback: 0
[2025-12-24T20:36:40.099207] [DEBUG] [MAG       ] SCM: Last date is validated at 2025-12-24
[2025-12-24T20:36:40.099556] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-24T20:36:40.099662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:40.101347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:40.105100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:40.105669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-24T20:36:40.107345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-24T20:36:40.108133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:36:40.109339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-24T20:36:40.110060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-24T20:36:40.111184] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:40.167959] [DEBUG] [MAG       ] CASS: Last date is validated at 2025-12-24
[2025-12-24T20:36:40.221750] [DEBUG] [MAG       ] CXDO: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:40.264517] [DEBUG] [MAG       ] SCM: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:40.291875] [INFO ] [LOCAL     ] CXDO: Saved forecast.
[2025-12-24T20:36:40.291941] [INFO ] [main      ] CXDO: Signal=1 (Conf=90.0%), Magnitude=0.21% (Conf=38.3656%)
[2025-12-24T20:36:40.292280] [INFO ] [main      ] Fetching symbol history for GLTO...
[2025-12-24T20:36:40.292330] [DEBUG] [REMOTE    ] GLTO: Fetching historical data.
[2025-12-24T20:36:40.292659] [INFO ] [main      ] Progress: 344/364 forecasts completed (94.5%). CXDO finished in 0.6s. ETA: 3.5s. Rate: 346.38 forecasts/min
[2025-12-24T20:36:40.303259] [DEBUG] [REMOTE    ] GLTO: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:40.304295] [DEBUG] [LOCAL     ] Loaded configuration for GLTO: 9 features, N/A% accuracy
[2025-12-24T20:36:40.304347] [INFO ] [LOCAL     ] GLTO: Loaded 9 optimal features with 61.92% confidence from JSON config
[2025-12-24T20:36:40.304378] [DEBUG] [MAG       ] Building data for symbol: GLTO with lookback: 0
[2025-12-24T20:36:40.305149] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-24T20:36:40.305212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:40.309951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-24T20:36:40.310751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:40.311548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-24T20:36:40.325688] [INFO ] [LOCAL     ] SCM: Saved forecast.
[2025-12-24T20:36:40.325754] [INFO ] [main      ] SCM: Signal=1 (Conf=90.0%), Magnitude=0.27% (Conf=59.7414%)
[2025-12-24T20:36:40.325909] [INFO ] [main      ] Fetching symbol history for CMI...
[2025-12-24T20:36:40.325956] [DEBUG] [REMOTE    ] CMI: Fetching historical data.
[2025-12-24T20:36:40.328652] [INFO ] [main      ] Progress: 345/364 forecasts completed (94.8%). SCM finished in 0.7s. ETA: 3.3s. Rate: 347.17 forecasts/min
[2025-12-24T20:36:40.334766] [DEBUG] [MAG       ] CASS: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:40.337054] [DEBUG] [REMOTE    ] CMI: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:40.337933] [DEBUG] [LOCAL     ] Loaded configuration for CMI: 5 features, N/A% accuracy
[2025-12-24T20:36:40.337984] [INFO ] [LOCAL     ] CMI: Loaded 5 optimal features with 57.39% confidence from JSON config
[2025-12-24T20:36:40.338015] [DEBUG] [MAG       ] Building data for symbol: CMI with lookback: 0
[2025-12-24T20:36:40.338793] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:40.338854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:40.343603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:40.345345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:40.345833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-24T20:36:40.346504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-24T20:36:40.348524] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:40.357060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:36:40.358315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-24T20:36:40.360340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-24T20:36:40.361684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-24T20:36:40.365653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-24T20:36:40.368367] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:40.415989] [INFO ] [LOCAL     ] CASS: Saved forecast.
[2025-12-24T20:36:40.416054] [INFO ] [main      ] CASS: Signal=1 (Conf=90.0%), Magnitude=2.70% (Conf=53.6314%)
[2025-12-24T20:36:40.416216] [INFO ] [main      ] Fetching symbol history for DRLL...
[2025-12-24T20:36:40.416265] [DEBUG] [REMOTE    ] DRLL: Fetching historical data.
[2025-12-24T20:36:40.416929] [INFO ] [main      ] Progress: 346/364 forecasts completed (95.1%). CASS finished in 0.6s. ETA: 3.1s. Rate: 347.66 forecasts/min
[2025-12-24T20:36:40.428517] [DEBUG] [REMOTE    ] DRLL: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:40.429336] [DEBUG] [LOCAL     ] Loaded configuration for DRLL: 3 features, N/A% accuracy
[2025-12-24T20:36:40.429387] [INFO ] [LOCAL     ] DRLL: Loaded 3 optimal features with 55.38% confidence from JSON config
[2025-12-24T20:36:40.429418] [DEBUG] [MAG       ] Building data for symbol: DRLL with lookback: 0
[2025-12-24T20:36:40.430203] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-24T20:36:40.430262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-24T20:36:40.430991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-24T20:36:40.433079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-24T20:36:40.434272] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:40.450642] [DEBUG] [MAG       ] RARE: Last date is validated at 2025-12-24
[2025-12-24T20:36:40.619815] [DEBUG] [MAG       ] RARE: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:40.689070] [DEBUG] [MAG       ] CMI: Last date is validated at 2025-12-24
[2025-12-24T20:36:40.709524] [DEBUG] [MAG       ] GLTO: Last date is validated at 2025-12-24
[2025-12-24T20:36:40.721481] [INFO ] [LOCAL     ] RARE: Saved forecast.
[2025-12-24T20:36:40.721550] [INFO ] [main      ] RARE: Signal=1 (Conf=90.0%), Magnitude=-5.06% (Conf=56.2885%)
[2025-12-24T20:36:40.721738] [INFO ] [main      ] Fetching symbol history for GME...
[2025-12-24T20:36:40.721783] [DEBUG] [REMOTE    ] GME: Fetching historical data.
[2025-12-24T20:36:40.723687] [INFO ] [main      ] Progress: 347/364 forecasts completed (95.3%). RARE finished in 0.6s. ETA: 2.9s. Rate: 346.89 forecasts/min
[2025-12-24T20:36:40.734466] [DEBUG] [REMOTE    ] GME: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:40.735414] [DEBUG] [LOCAL     ] Loaded configuration for GME: 4 features, N/A% accuracy
[2025-12-24T20:36:40.735470] [INFO ] [LOCAL     ] GME: Loaded 4 optimal features with 51.00% confidence from JSON config
[2025-12-24T20:36:40.735500] [DEBUG] [MAG       ] Building data for symbol: GME with lookback: 0
[2025-12-24T20:36:40.736282] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:40.736340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:40.741333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:40.743084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:40.743599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:40.744004] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:40.777412] [DEBUG] [MAG       ] DRLL: Last date is validated at 2025-12-24
[2025-12-24T20:36:40.862407] [DEBUG] [MAG       ] CMI: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:40.877907] [DEBUG] [MAG       ] GLTO: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:40.946096] [DEBUG] [MAG       ] DRLL: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:40.995524] [INFO ] [LOCAL     ] CMI: Saved forecast.
[2025-12-24T20:36:40.995608] [INFO ] [main      ] CMI: Signal=1 (Conf=90.0%), Magnitude=-0.07% (Conf=57.3855%)
[2025-12-24T20:36:40.995768] [INFO ] [main      ] Fetching symbol history for ENVX...
[2025-12-24T20:36:40.995811] [DEBUG] [REMOTE    ] ENVX: Fetching historical data.
[2025-12-24T20:36:40.996911] [INFO ] [main      ] Progress: 348/364 forecasts completed (95.6%). CMI finished in 0.7s. ETA: 2.8s. Rate: 346.31 forecasts/min
[2025-12-24T20:36:41.002904] [INFO ] [LOCAL     ] GLTO: Saved forecast.
[2025-12-24T20:36:41.002975] [INFO ] [main      ] GLTO: Signal=1 (Conf=90.0%), Magnitude=-4.92% (Conf=61.9164%)
[2025-12-24T20:36:41.003272] [INFO ] [main      ] Fetching symbol history for AVK...
[2025-12-24T20:36:41.003323] [DEBUG] [REMOTE    ] AVK: Fetching historical data.
[2025-12-24T20:36:41.003286] [INFO ] [main      ] Progress: 349/364 forecasts completed (95.9%). GLTO finished in 0.7s. ETA: 2.6s. Rate: 347.27 forecasts/min
[2025-12-24T20:36:41.007399] [DEBUG] [REMOTE    ] ENVX: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:41.008621] [DEBUG] [LOCAL     ] Loaded configuration for ENVX: 5 features, N/A% accuracy
[2025-12-24T20:36:41.008677] [INFO ] [LOCAL     ] ENVX: Loaded 5 optimal features with 61.85% confidence from JSON config
[2025-12-24T20:36:41.008708] [DEBUG] [MAG       ] Building data for symbol: ENVX with lookback: 0
[2025-12-24T20:36:41.009505] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:41.009564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:41.011420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:41.013473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-24T20:36:41.016547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-24T20:36:41.017514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-24T20:36:41.018305] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:41.019544] [DEBUG] [REMOTE    ] AVK: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:41.021247] [DEBUG] [LOCAL     ] Loaded configuration for AVK: 1 features, N/A% accuracy
[2025-12-24T20:36:41.021299] [INFO ] [LOCAL     ] AVK: Loaded 1 optimal features with 46.06% confidence from JSON config
[2025-12-24T20:36:41.021331] [DEBUG] [MAG       ] Building data for symbol: AVK with lookback: 0
[2025-12-24T20:36:41.022125] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-24T20:36:41.022182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:41.026867] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:41.091923] [DEBUG] [MAG       ] GME: Last date is validated at 2025-12-24
[2025-12-24T20:36:41.099013] [INFO ] [LOCAL     ] DRLL: Saved forecast.
[2025-12-24T20:36:41.099079] [INFO ] [main      ] DRLL: Signal=1 (Conf=90.0%), Magnitude=-0.83% (Conf=55.3794%)
[2025-12-24T20:36:41.099493] [INFO ] [main      ] Progress: 350/364 forecasts completed (96.2%). DRLL finished in 0.7s. ETA: 2.4s. Rate: 347.71 forecasts/min
[2025-12-24T20:36:41.099638] [INFO ] [main      ] Fetching symbol history for BDSX...
[2025-12-24T20:36:41.099681] [DEBUG] [REMOTE    ] BDSX: Fetching historical data.
[2025-12-24T20:36:41.112694] [DEBUG] [REMOTE    ] BDSX: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:41.113613] [DEBUG] [LOCAL     ] Loaded configuration for BDSX: 6 features, N/A% accuracy
[2025-12-24T20:36:41.113664] [INFO ] [LOCAL     ] BDSX: Loaded 6 optimal features with 50.12% confidence from JSON config
[2025-12-24T20:36:41.113696] [DEBUG] [MAG       ] Building data for symbol: BDSX with lookback: 0
[2025-12-24T20:36:41.114449] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:41.114509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:41.119438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:41.121444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:41.121939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:41.122379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:41.122785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-24T20:36:41.125440] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:41.277514] [DEBUG] [MAG       ] GME: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:41.357421] [DEBUG] [MAG       ] ENVX: Last date is validated at 2025-12-24
[2025-12-24T20:36:41.369523] [INFO ] [LOCAL     ] GME: Saved forecast.
[2025-12-24T20:36:41.369621] [INFO ] [main      ] GME: Signal=1 (Conf=90.0%), Magnitude=-1.33% (Conf=51.0035%)
[2025-12-24T20:36:41.370006] [INFO ] [main      ] Fetching symbol history for PSQH...
[2025-12-24T20:36:41.370057] [DEBUG] [REMOTE    ] PSQH: Fetching historical data.
[2025-12-24T20:36:41.371662] [INFO ] [main      ] Progress: 351/364 forecasts completed (96.4%). GME finished in 0.6s. ETA: 2.2s. Rate: 347.14 forecasts/min
[2025-12-24T20:36:41.382993] [DEBUG] [REMOTE    ] PSQH: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:41.384864] [DEBUG] [LOCAL     ] Loaded configuration for PSQH: 6 features, N/A% accuracy
[2025-12-24T20:36:41.384920] [INFO ] [LOCAL     ] PSQH: Loaded 6 optimal features with 51.31% confidence from JSON config
[2025-12-24T20:36:41.384951] [DEBUG] [MAG       ] Building data for symbol: PSQH with lookback: 0
[2025-12-24T20:36:41.385785] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:41.385848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-24T20:36:41.387176] [DEBUG] [MAG       ] AVK: Last date is validated at 2025-12-24
[2025-12-24T20:36:41.390688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:41.392408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:41.392906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-24T20:36:41.396990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-24T20:36:41.398481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-24T20:36:41.401243] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:41.463016] [DEBUG] [MAG       ] BDSX: Last date is validated at 2025-12-24
[2025-12-24T20:36:41.528851] [DEBUG] [MAG       ] ENVX: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:41.557280] [DEBUG] [MAG       ] AVK: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:41.607943] [INFO ] [LOCAL     ] ENVX: Saved forecast.
[2025-12-24T20:36:41.608009] [INFO ] [main      ] ENVX: Signal=1 (Conf=90.0%), Magnitude=2.47% (Conf=61.8475%)
[2025-12-24T20:36:41.608164] [INFO ] [main      ] Fetching symbol history for PUK...
[2025-12-24T20:36:41.608205] [DEBUG] [REMOTE    ] PUK: Fetching historical data.
[2025-12-24T20:36:41.608845] [INFO ] [main      ] Progress: 352/364 forecasts completed (96.7%). ENVX finished in 0.6s. ETA: 2.1s. Rate: 346.77 forecasts/min
[2025-12-24T20:36:41.614195] [INFO ] [LOCAL     ] AVK: Saved forecast.
[2025-12-24T20:36:41.614257] [INFO ] [main      ] AVK: Signal=1 (Conf=90.0%), Magnitude=-0.18% (Conf=46.0566%)
[2025-12-24T20:36:41.614545] [INFO ] [main      ] Fetching symbol history for FCX...
[2025-12-24T20:36:41.614612] [DEBUG] [REMOTE    ] FCX: Fetching historical data.
[2025-12-24T20:36:41.614619] [INFO ] [main      ] Progress: 353/364 forecasts completed (97.0%). AVK finished in 0.6s. ETA: 1.9s. Rate: 347.72 forecasts/min
[2025-12-24T20:36:41.621408] [DEBUG] [REMOTE    ] PUK: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:41.622636] [DEBUG] [LOCAL     ] Loaded configuration for PUK: 4 features, N/A% accuracy
[2025-12-24T20:36:41.622690] [INFO ] [LOCAL     ] PUK: Loaded 4 optimal features with 47.51% confidence from JSON config
[2025-12-24T20:36:41.622911] [DEBUG] [MAG       ] Building data for symbol: PUK with lookback: 0
[2025-12-24T20:36:41.623929] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-24T20:36:41.623993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:41.626021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:41.626724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:41.627036] [DEBUG] [REMOTE    ] FCX: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:41.627107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-24T20:36:41.628825] [DEBUG] [LOCAL     ] Loaded configuration for FCX: 8 features, N/A% accuracy
[2025-12-24T20:36:41.628877] [INFO ] [LOCAL     ] FCX: Loaded 8 optimal features with 66.14% confidence from JSON config
[2025-12-24T20:36:41.628908] [DEBUG] [MAG       ] Building data for symbol: FCX with lookback: 0
[2025-12-24T20:36:41.629703] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-24T20:36:41.629764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:41.631397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:41.631908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:41.632298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:36:41.637968] [DEBUG] [MAG       ] BDSX: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:41.705786] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:41.728940] [INFO ] [LOCAL     ] BDSX: Saved forecast.
[2025-12-24T20:36:41.729003] [INFO ] [main      ] BDSX: Signal=1 (Conf=90.0%), Magnitude=7.36% (Conf=50.1219%)
[2025-12-24T20:36:41.729373] [INFO ] [main      ] Fetching symbol history for XOMA...
[2025-12-24T20:36:41.729423] [DEBUG] [REMOTE    ] XOMA: Fetching historical data.
[2025-12-24T20:36:41.730630] [INFO ] [main      ] Progress: 354/364 forecasts completed (97.3%). BDSX finished in 0.6s. ETA: 1.7s. Rate: 348.05 forecasts/min
[2025-12-24T20:36:41.740250] [DEBUG] [REMOTE    ] XOMA: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:41.741394] [DEBUG] [LOCAL     ] Loaded configuration for XOMA: 6 features, N/A% accuracy
[2025-12-24T20:36:41.741444] [INFO ] [LOCAL     ] XOMA: Loaded 6 optimal features with 41.11% confidence from JSON config
[2025-12-24T20:36:41.741475] [DEBUG] [MAG       ] Building data for symbol: XOMA with lookback: 0
[2025-12-24T20:36:41.742434] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-24T20:36:41.742494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:41.744138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:41.744850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-24T20:36:41.746493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-24T20:36:41.747686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-24T20:36:41.748370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-24T20:36:41.751235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-24T20:36:41.753095] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:41.755588] [DEBUG] [MAG       ] PSQH: Last date is validated at 2025-12-24
[2025-12-24T20:36:41.851539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-24T20:36:41.852523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-24T20:36:41.853497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-24T20:36:41.871759] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:41.932728] [DEBUG] [MAG       ] PSQH: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:42.006325] [INFO ] [LOCAL     ] PSQH: Saved forecast.
[2025-12-24T20:36:42.006389] [INFO ] [main      ] PSQH: Signal=1 (Conf=90.0%), Magnitude=43.65% (Conf=51.3107%)
[2025-12-24T20:36:42.006549] [INFO ] [main      ] Fetching symbol history for WH...
[2025-12-24T20:36:42.006608] [DEBUG] [REMOTE    ] WH: Fetching historical data.
[2025-12-24T20:36:42.007239] [INFO ] [main      ] Progress: 355/364 forecasts completed (97.5%). PSQH finished in 0.6s. ETA: 1.6s. Rate: 347.45 forecasts/min
[2025-12-24T20:36:42.020406] [DEBUG] [REMOTE    ] WH: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:42.021716] [DEBUG] [LOCAL     ] Loaded configuration for WH: 2 features, N/A% accuracy
[2025-12-24T20:36:42.021779] [INFO ] [LOCAL     ] WH: Loaded 2 optimal features with 66.55% confidence from JSON config
[2025-12-24T20:36:42.021811] [DEBUG] [MAG       ] Building data for symbol: WH with lookback: 0
[2025-12-24T20:36:42.022779] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-24T20:36:42.022837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-24T20:36:42.023399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-24T20:36:42.025404] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:42.077305] [DEBUG] [MAG       ] PUK: Last date is validated at 2025-12-24
[2025-12-24T20:36:42.097174] [DEBUG] [MAG       ] FCX: Last date is validated at 2025-12-24
[2025-12-24T20:36:42.215150] [DEBUG] [MAG       ] XOMA: Last date is validated at 2025-12-24
[2025-12-24T20:36:42.252657] [DEBUG] [MAG       ] PUK: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:42.264940] [DEBUG] [MAG       ] FCX: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:42.332309] [INFO ] [LOCAL     ] PUK: Saved forecast.
[2025-12-24T20:36:42.332402] [INFO ] [main      ] PUK: Signal=1 (Conf=90.0%), Magnitude=-0.13% (Conf=47.5106%)
[2025-12-24T20:36:42.332862] [INFO ] [main      ] Fetching symbol history for CZWI...
[2025-12-24T20:36:42.332932] [DEBUG] [REMOTE    ] CZWI: Fetching historical data.
[2025-12-24T20:36:42.333658] [INFO ] [main      ] Progress: 356/364 forecasts completed (97.8%). PUK finished in 0.7s. ETA: 1.4s. Rate: 346.59 forecasts/min
[2025-12-24T20:36:42.348791] [DEBUG] [REMOTE    ] CZWI: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:42.350540] [DEBUG] [LOCAL     ] Loaded configuration for CZWI: 5 features, N/A% accuracy
[2025-12-24T20:36:42.350620] [INFO ] [LOCAL     ] CZWI: Loaded 5 optimal features with 52.49% confidence from JSON config
[2025-12-24T20:36:42.350654] [DEBUG] [MAG       ] Building data for symbol: CZWI with lookback: 0
[2025-12-24T20:36:42.351652] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-24T20:36:42.351713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:42.353365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:42.353910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:42.354472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-24T20:36:42.355712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-24T20:36:42.357112] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:42.371587] [DEBUG] [MAG       ] WH: Last date is validated at 2025-12-24
[2025-12-24T20:36:42.377861] [INFO ] [LOCAL     ] FCX: Saved forecast.
[2025-12-24T20:36:42.377924] [INFO ] [main      ] FCX: Signal=1 (Conf=90.0%), Magnitude=2.86% (Conf=66.1376%)
[2025-12-24T20:36:42.378301] [INFO ] [main      ] Fetching symbol history for PLRX...
[2025-12-24T20:36:42.378351] [DEBUG] [REMOTE    ] PLRX: Fetching historical data.
[2025-12-24T20:36:42.378625] [INFO ] [main      ] Progress: 357/364 forecasts completed (98.1%). FCX finished in 0.8s. ETA: 1.2s. Rate: 347.31 forecasts/min
[2025-12-24T20:36:42.384320] [DEBUG] [MAG       ] XOMA: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:42.389481] [DEBUG] [REMOTE    ] PLRX: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:42.390461] [DEBUG] [LOCAL     ] Loaded configuration for PLRX: 1 features, N/A% accuracy
[2025-12-24T20:36:42.390519] [INFO ] [LOCAL     ] PLRX: Loaded 1 optimal features with 37.30% confidence from JSON config
[2025-12-24T20:36:42.390551] [DEBUG] [MAG       ] Building data for symbol: PLRX with lookback: 0
[2025-12-24T20:36:42.391329] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-24T20:36:42.391388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-24T20:36:42.392409] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:42.473472] [INFO ] [LOCAL     ] XOMA: Saved forecast.
[2025-12-24T20:36:42.473540] [INFO ] [main      ] XOMA: Signal=1 (Conf=90.0%), Magnitude=-0.31% (Conf=41.1081%)
[2025-12-24T20:36:42.473722] [INFO ] [main      ] Fetching symbol history for ETSY...
[2025-12-24T20:36:42.473766] [DEBUG] [REMOTE    ] ETSY: Fetching historical data.
[2025-12-24T20:36:42.475644] [INFO ] [main      ] Progress: 358/364 forecasts completed (98.4%). XOMA finished in 0.7s. ETA: 1.0s. Rate: 347.73 forecasts/min
[2025-12-24T20:36:42.485002] [DEBUG] [REMOTE    ] ETSY: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:42.485765] [DEBUG] [LOCAL     ] Loaded configuration for ETSY: 2 features, N/A% accuracy
[2025-12-24T20:36:42.485817] [INFO ] [LOCAL     ] ETSY: Loaded 2 optimal features with 56.70% confidence from JSON config
[2025-12-24T20:36:42.485848] [DEBUG] [MAG       ] Building data for symbol: ETSY with lookback: 0
[2025-12-24T20:36:42.486619] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-24T20:36:42.486677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-24T20:36:42.487244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-24T20:36:42.488851] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:42.541834] [DEBUG] [MAG       ] WH: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:42.644105] [INFO ] [LOCAL     ] WH: Saved forecast.
[2025-12-24T20:36:42.644176] [INFO ] [main      ] WH: Signal=1 (Conf=90.0%), Magnitude=-0.39% (Conf=66.5492%)
[2025-12-24T20:36:42.644522] [INFO ] [main      ] Fetching symbol history for OPP...
[2025-12-24T20:36:42.644566] [DEBUG] [REMOTE    ] OPP: Fetching historical data.
[2025-12-24T20:36:42.645452] [INFO ] [main      ] Progress: 359/364 forecasts completed (98.6%). WH finished in 0.6s. ETA: 0.9s. Rate: 347.75 forecasts/min
[2025-12-24T20:36:42.655997] [DEBUG] [REMOTE    ] OPP: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:42.656948] [DEBUG] [LOCAL     ] Loaded configuration for OPP: 9 features, N/A% accuracy
[2025-12-24T20:36:42.657004] [INFO ] [LOCAL     ] OPP: Loaded 9 optimal features with 42.67% confidence from JSON config
[2025-12-24T20:36:42.657036] [DEBUG] [MAG       ] Building data for symbol: OPP with lookback: 0
[2025-12-24T20:36:42.657810] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-24T20:36:42.657874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-24T20:36:42.659528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-24T20:36:42.660044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-24T20:36:42.660422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-24T20:36:42.662426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-24T20:36:42.663006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-24T20:36:42.664093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-24T20:36:42.665745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-24T20:36:42.666794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-24T20:36:42.667627] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:42.724595] [DEBUG] [MAG       ] CZWI: Last date is validated at 2025-12-24
[2025-12-24T20:36:42.735519] [DEBUG] [MAG       ] PLRX: Last date is validated at 2025-12-24
[2025-12-24T20:36:42.829999] [DEBUG] [MAG       ] ETSY: Last date is validated at 2025-12-24
[2025-12-24T20:36:42.901213] [DEBUG] [MAG       ] CZWI: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:42.905268] [DEBUG] [MAG       ] PLRX: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:42.964876] [INFO ] [LOCAL     ] CZWI: Saved forecast.
[2025-12-24T20:36:42.964952] [INFO ] [main      ] CZWI: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=52.4915%)
[2025-12-24T20:36:42.965114] [INFO ] [main      ] Fetching symbol history for GBDC...
[2025-12-24T20:36:42.965158] [DEBUG] [REMOTE    ] GBDC: Fetching historical data.
[2025-12-24T20:36:42.965964] [INFO ] [main      ] Progress: 360/364 forecasts completed (98.9%). CZWI finished in 0.6s. ETA: 0.7s. Rate: 346.92 forecasts/min
[2025-12-24T20:36:42.978558] [DEBUG] [REMOTE    ] GBDC: Successfully parsed 300 rows of historical data.
[2025-12-24T20:36:42.979516] [DEBUG] [LOCAL     ] Loaded configuration for GBDC: 1 features, N/A% accuracy
[2025-12-24T20:36:42.979569] [INFO ] [LOCAL     ] GBDC: Loaded 1 optimal features with 55.92% confidence from JSON config
[2025-12-24T20:36:42.979624] [DEBUG] [MAG       ] Building data for symbol: GBDC with lookback: 0
[2025-12-24T20:36:42.983170] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-24T20:36:42.983234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-24T20:36:42.984111] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-24T20:36:42.999594] [DEBUG] [MAG       ] ETSY: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:43.014441] [DEBUG] [MAG       ] OPP: Last date is validated at 2025-12-24
[2025-12-24T20:36:43.059803] [INFO ] [LOCAL     ] PLRX: Saved forecast.
[2025-12-24T20:36:43.059866] [INFO ] [main      ] PLRX: Signal=1 (Conf=90.0%), Magnitude=33.67% (Conf=37.298%)
[2025-12-24T20:36:43.060247] [INFO ] [main      ] Progress: 361/364 forecasts completed (99.2%). PLRX finished in 0.7s. ETA: 0.5s. Rate: 347.36 forecasts/min
[2025-12-24T20:36:43.096283] [INFO ] [LOCAL     ] ETSY: Saved forecast.
[2025-12-24T20:36:43.096350] [INFO ] [main      ] ETSY: Signal=1 (Conf=90.0%), Magnitude=2.05% (Conf=56.7039%)
[2025-12-24T20:36:43.096810] [INFO ] [main      ] Progress: 362/364 forecasts completed (99.5%). ETSY finished in 0.6s. ETA: 0.3s. Rate: 348.12 forecasts/min
[2025-12-24T20:36:43.191923] [DEBUG] [MAG       ] OPP: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:43.254894] [INFO ] [LOCAL     ] OPP: Saved forecast.
[2025-12-24T20:36:43.254960] [INFO ] [main      ] OPP: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=42.6694%)
[2025-12-24T20:36:43.255326] [INFO ] [main      ] Progress: 363/364 forecasts completed (99.7%). OPP finished in 0.6s. ETA: 0.2s. Rate: 348.19 forecasts/min
[2025-12-24T20:36:43.345705] [DEBUG] [MAG       ] GBDC: Last date is validated at 2025-12-24
[2025-12-24T20:36:43.523255] [DEBUG] [MAG       ] GBDC: Forecast date (T1) determined as 2025-12-26
[2025-12-24T20:36:43.582871] [INFO ] [LOCAL     ] GBDC: Saved forecast.
[2025-12-24T20:36:43.582939] [INFO ] [main      ] GBDC: Signal=1 (Conf=90.0%), Magnitude=-0.26% (Conf=55.9223%)
[2025-12-24T20:36:43.583659] [INFO ] [main      ] Progress: 364/364 forecasts completed (100.0%). GBDC finished in 0.6s. ETA: 0.0s. Rate: 347.33 forecasts/min
[2025-12-24T20:36:43.610775] [INFO ] [main      ] Parallel forecast generation completed in 1m 3s. Processed 364 forecasts.
[2025-12-24T20:36:43.610921] [INFO ] [main      ] Generated and saved 364 forecast pairs.
[2025-12-24T20:36:44.126518] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Generation Completed (364/364 @ 100.00%)'
[2025-12-24T20:36:44.127925] [INFO ] [MODE      ] Ignoring multithreaded flag for report generation
[2025-12-24T20:36:44.128004] [INFO ] [main      ] Fetching available MAG forecast dates...
[2025-12-24T20:36:44.128283] [INFO ] [main      ] Found 28 forecast dates
[2025-12-24T20:36:44.128321] [INFO ] [main      ] Processing forecast date: 2025-11-17
[2025-12-24T20:36:44.240036] [INFO ] [main      ] Overwriting existing report for 2025-11-17
[2025-12-24T20:36:44.244505] [INFO ] [main      ] Generated forecast report for 2025-11-17: 472 forecasts
[2025-12-24T20:36:44.244639] [INFO ] [main      ] Processing forecast date: 2025-11-18
[2025-12-24T20:36:44.338946] [INFO ] [main      ] Overwriting existing report for 2025-11-18
[2025-12-24T20:36:44.340491] [INFO ] [main      ] Generated forecast report for 2025-11-18: 421 forecasts
[2025-12-24T20:36:44.340601] [INFO ] [main      ] Processing forecast date: 2025-11-19
[2025-12-24T20:36:44.468365] [INFO ] [main      ] Overwriting existing report for 2025-11-19
[2025-12-24T20:36:44.471002] [INFO ] [main      ] Generated forecast report for 2025-11-19: 480 forecasts
[2025-12-24T20:36:44.471199] [INFO ] [main      ] Processing forecast date: 2025-11-20
[2025-12-24T20:36:44.569373] [INFO ] [main      ] Overwriting existing report for 2025-11-20
[2025-12-24T20:36:44.570995] [INFO ] [main      ] Generated forecast report for 2025-11-20: 423 forecasts
[2025-12-24T20:36:44.571103] [INFO ] [main      ] Processing forecast date: 2025-11-21
[2025-12-24T20:36:44.673180] [INFO ] [main      ] Overwriting existing report for 2025-11-21
[2025-12-24T20:36:44.694599] [INFO ] [main      ] Generated forecast report for 2025-11-21: 368 forecasts
[2025-12-24T20:36:44.694769] [INFO ] [main      ] Processing forecast date: 2025-11-24
[2025-12-24T20:36:44.838555] [INFO ] [main      ] Overwriting existing report for 2025-11-24
[2025-12-24T20:36:44.840481] [INFO ] [main      ] Generated forecast report for 2025-11-24: 527 forecasts
[2025-12-24T20:36:44.840599] [INFO ] [main      ] Processing forecast date: 2025-11-25
[2025-12-24T20:36:44.978218] [INFO ] [main      ] Overwriting existing report for 2025-11-25
[2025-12-24T20:36:44.981332] [INFO ] [main      ] Generated forecast report for 2025-11-25: 524 forecasts
[2025-12-24T20:36:44.981453] [INFO ] [main      ] Processing forecast date: 2025-11-26
[2025-12-24T20:36:45.086343] [INFO ] [main      ] Overwriting existing report for 2025-11-26
[2025-12-24T20:36:45.088027] [INFO ] [main      ] Generated forecast report for 2025-11-26: 452 forecasts
[2025-12-24T20:36:45.088151] [INFO ] [main      ] Processing forecast date: 2025-11-28
[2025-12-24T20:36:45.309723] [INFO ] [main      ] Overwriting existing report for 2025-11-28
[2025-12-24T20:36:45.313140] [INFO ] [main      ] Generated forecast report for 2025-11-28: 1002 forecasts
[2025-12-24T20:36:45.313313] [INFO ] [main      ] Processing forecast date: 2025-12-01
[2025-12-24T20:36:45.509916] [INFO ] [main      ] Overwriting existing report for 2025-12-01
[2025-12-24T20:36:45.512844] [INFO ] [main      ] Generated forecast report for 2025-12-01: 835 forecasts
[2025-12-24T20:36:45.512997] [INFO ] [main      ] Processing forecast date: 2025-12-02
[2025-12-24T20:36:45.717051] [INFO ] [main      ] Overwriting existing report for 2025-12-02
[2025-12-24T20:36:45.720164] [INFO ] [main      ] Generated forecast report for 2025-12-02: 769 forecasts
[2025-12-24T20:36:45.720324] [INFO ] [main      ] Processing forecast date: 2025-12-03
[2025-12-24T20:36:45.945202] [INFO ] [main      ] Overwriting existing report for 2025-12-03
[2025-12-24T20:36:45.948902] [INFO ] [main      ] Generated forecast report for 2025-12-03: 965 forecasts
[2025-12-24T20:36:45.949076] [INFO ] [main      ] Processing forecast date: 2025-12-04
[2025-12-24T20:36:46.196253] [INFO ] [main      ] Overwriting existing report for 2025-12-04
[2025-12-24T20:36:46.199622] [INFO ] [main      ] Generated forecast report for 2025-12-04: 965 forecasts
[2025-12-24T20:36:46.199789] [INFO ] [main      ] Processing forecast date: 2025-12-05
[2025-12-24T20:36:46.405699] [INFO ] [main      ] Overwriting existing report for 2025-12-05
[2025-12-24T20:36:46.409106] [INFO ] [main      ] Generated forecast report for 2025-12-05: 970 forecasts
[2025-12-24T20:36:46.409495] [INFO ] [main      ] Processing forecast date: 2025-12-08
[2025-12-24T20:36:46.626722] [INFO ] [main      ] Overwriting existing report for 2025-12-08
[2025-12-24T20:36:46.630085] [INFO ] [main      ] Generated forecast report for 2025-12-08: 935 forecasts
[2025-12-24T20:36:46.630278] [INFO ] [main      ] Processing forecast date: 2025-12-09
[2025-12-24T20:36:46.845986] [INFO ] [main      ] Overwriting existing report for 2025-12-09
[2025-12-24T20:36:46.849525] [INFO ] [main      ] Generated forecast report for 2025-12-09: 970 forecasts
[2025-12-24T20:36:46.849691] [INFO ] [main      ] Processing forecast date: 2025-12-10
[2025-12-24T20:36:46.947254] [INFO ] [main      ] Overwriting existing report for 2025-12-10
[2025-12-24T20:36:46.948983] [INFO ] [main      ] Generated forecast report for 2025-12-10: 438 forecasts
[2025-12-24T20:36:46.949081] [INFO ] [main      ] Processing forecast date: 2025-12-11
[2025-12-24T20:36:47.044434] [INFO ] [main      ] Overwriting existing report for 2025-12-11
[2025-12-24T20:36:47.045998] [INFO ] [main      ] Generated forecast report for 2025-12-11: 430 forecasts
[2025-12-24T20:36:47.046102] [INFO ] [main      ] Processing forecast date: 2025-12-12
[2025-12-24T20:36:47.140393] [INFO ] [main      ] Overwriting existing report for 2025-12-12
[2025-12-24T20:36:47.141866] [INFO ] [main      ] Generated forecast report for 2025-12-12: 412 forecasts
[2025-12-24T20:36:47.141955] [INFO ] [main      ] Processing forecast date: 2025-12-15
[2025-12-24T20:36:47.235102] [INFO ] [main      ] Overwriting existing report for 2025-12-15
[2025-12-24T20:36:47.236845] [INFO ] [main      ] Generated forecast report for 2025-12-15: 415 forecasts
[2025-12-24T20:36:47.236941] [INFO ] [main      ] Processing forecast date: 2025-12-16
[2025-12-24T20:36:47.332269] [INFO ] [main      ] Overwriting existing report for 2025-12-16
[2025-12-24T20:36:47.333868] [INFO ] [main      ] Generated forecast report for 2025-12-16: 429 forecasts
[2025-12-24T20:36:47.333966] [INFO ] [main      ] Processing forecast date: 2025-12-17
[2025-12-24T20:36:47.446974] [INFO ] [main      ] Overwriting existing report for 2025-12-17
[2025-12-24T20:36:47.448655] [INFO ] [main      ] Generated forecast report for 2025-12-17: 434 forecasts
[2025-12-24T20:36:47.448759] [INFO ] [main      ] Processing forecast date: 2025-12-18
[2025-12-24T20:36:47.561739] [INFO ] [main      ] Overwriting existing report for 2025-12-18
[2025-12-24T20:36:47.563421] [INFO ] [main      ] Generated forecast report for 2025-12-18: 430 forecasts
[2025-12-24T20:36:47.563522] [INFO ] [main      ] Processing forecast date: 2025-12-19
[2025-12-24T20:36:47.667959] [INFO ] [main      ] Overwriting existing report for 2025-12-19
[2025-12-24T20:36:47.670628] [INFO ] [main      ] Generated forecast report for 2025-12-19: 421 forecasts
[2025-12-24T20:36:47.670736] [INFO ] [main      ] Processing forecast date: 2025-12-22
[2025-12-24T20:36:47.771347] [INFO ] [main      ] Overwriting existing report for 2025-12-22
[2025-12-24T20:36:47.773040] [INFO ] [main      ] Generated forecast report for 2025-12-22: 455 forecasts
[2025-12-24T20:36:47.773146] [INFO ] [main      ] Processing forecast date: 2025-12-23
[2025-12-24T20:36:47.862491] [INFO ] [main      ] Overwriting existing report for 2025-12-23
[2025-12-24T20:36:47.864088] [INFO ] [main      ] Generated forecast report for 2025-12-23: 426 forecasts
[2025-12-24T20:36:47.864195] [INFO ] [main      ] Processing forecast date: 2025-12-24
[2025-12-24T20:36:47.947612] [INFO ] [main      ] Overwriting existing report for 2025-12-24
[2025-12-24T20:36:47.949218] [INFO ] [main      ] Generated forecast report for 2025-12-24: 403 forecasts
[2025-12-24T20:36:47.949318] [INFO ] [main      ] Processing forecast date: 2025-12-26
[2025-12-24T20:36:47.957681] [INFO ] [main      ] Generated forecast report for 2025-12-26: 364 forecasts
[2025-12-24T20:36:47.957763] [INFO ] [main      ] Generated 28/28 forecast reports
[2025-12-24T20:36:47.957810] [INFO ] [main      ] Reading forecast report for email: ./output/forecasts/full/2025-12-26.txt
[2025-12-24T20:36:48.495474] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Report - 2025-12-26'
[2025-12-24T20:36:48.495762] [INFO ] [main      ] Forecast report email sent for 2025-12-26
[2025-12-24T20:36:48.495864] [INFO ] [MAG       ] MAG operation completed successfully
[2025-12-24T20:36:48.496166] [WARN ] [STATE     ] State set to: COMPLETED_OK
[2025-12-24T20:36:48.496331] [INFO ] [STATE     ] Last completion updated: 2025-12-24T20:36:48.496227