[2025-12-01T20:30:03.190026] [INFO ] [MAG       ] Starting MAG operation...
[2025-12-01T20:30:03.359768] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2025-12-01T20:30:03.558348] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2025-12-01T20:30:03.721929] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2025-12-01T20:30:03.908537] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2025-12-01T20:30:03.908855] [WARN ] [STATE     ] State set to: WAITING
[2025-12-01T20:30:03.908914] [INFO ] [STATE     ] Checking service statuses...
[2025-12-01T20:30:03.946909] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:30:03.951632] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:30:03.986233] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:30:04.020813] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:30:04.055929] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:30:04.056036] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:30:07.061346] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:30:07.065758] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:30:07.070403] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:30:07.074169] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:30:07.078267] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:30:07.078456] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:30:10.083972] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:30:10.087518] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:30:10.090902] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:30:10.094174] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:30:10.097485] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:30:10.097555] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:30:13.102343] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:30:13.106073] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:30:13.109488] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:30:13.113253] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:30:13.116565] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:30:13.116657] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:30:16.121405] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:30:16.124804] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:30:16.127987] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:30:16.131266] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:30:16.135112] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:30:16.135215] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:30:19.140796] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:30:19.144291] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:30:19.147470] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:30:19.150664] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:30:19.153786] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:30:19.153849] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:30:22.158329] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:30:22.161564] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:30:22.164708] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:30:22.167787] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:30:22.170994] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:30:22.171078] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:30:25.177779] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:30:25.183383] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:30:25.188456] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:30:25.193256] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:30:25.197462] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:30:25.197560] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:30:28.201431] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:30:28.205445] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:30:28.209254] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:30:28.212585] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:30:28.216075] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:30:28.216143] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:30:31.220799] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:30:31.224487] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:30:31.228388] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:30:31.232543] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:30:31.236368] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:30:31.236463] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:30:34.241105] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:30:34.244548] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:30:34.284978] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:30:34.321556] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:30:34.355328] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:30:34.355444] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:30:37.360400] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:30:37.363885] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:30:37.367291] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:30:37.370597] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:30:37.373832] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:30:37.373916] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:30:40.378496] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:30:40.381919] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:30:40.385217] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:30:40.388691] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:30:40.392196] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:30:40.392283] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:30:43.397152] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:30:43.400438] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:30:43.403589] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:30:43.406745] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:30:43.409950] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:30:43.410019] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:30:46.414943] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:30:46.418165] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:30:46.421290] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:30:46.424365] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:30:46.427460] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:30:46.427528] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:30:49.431990] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:30:49.435413] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:30:49.438776] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:30:49.442033] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:30:49.445306] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:30:49.445383] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:30:52.450367] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:30:52.453880] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:30:52.457648] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:30:52.461230] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:30:52.464611] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:30:52.464683] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:30:55.469100] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:30:55.472328] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:30:55.475477] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:30:55.478608] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:30:55.481744] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:30:55.481809] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:30:58.486506] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:30:58.489777] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:30:58.492933] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:30:58.496041] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:30:58.499186] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:30:58.499254] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:31:01.504145] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:31:01.509949] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:31:01.515201] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:31:01.520802] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:31:01.525777] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:31:01.525955] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:31:04.530273] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:31:04.533755] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:31:04.537673] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:31:04.541300] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:31:04.545049] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:31:04.545141] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:31:07.549373] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:31:07.552649] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:31:07.556356] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:31:07.559952] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:31:07.563536] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:31:07.563619] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:31:10.568264] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:31:10.571816] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:31:10.575156] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:31:10.578509] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:31:10.581906] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:31:10.581981] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:31:13.586607] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:31:13.589979] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:31:13.593296] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:31:13.596795] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:31:13.600269] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:31:13.600342] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:31:16.604974] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:31:16.608265] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:31:16.611534] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:31:16.614779] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:31:16.617928] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:31:16.617996] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:31:19.623206] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:31:19.627154] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:31:19.630895] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:31:19.634339] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:31:19.637988] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:31:19.638071] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:31:22.642450] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:31:22.646051] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:31:22.649901] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:31:22.653457] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:31:22.656695] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:31:22.656764] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:31:25.662214] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:31:25.666902] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:31:25.670353] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:31:25.673969] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:31:25.677368] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:31:25.677436] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:31:28.682020] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:31:28.685362] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:31:28.688546] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:31:28.691834] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:31:28.695010] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:31:28.695077] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:31:31.699930] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:31:31.703266] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:31:31.706536] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:31:31.709897] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:31:31.713075] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:31:31.713142] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:31:34.717898] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:31:34.721352] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:31:34.724903] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:31:34.728281] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:31:34.731898] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:31:34.731971] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:31:37.736926] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:31:37.741087] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:31:37.775285] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:31:37.809620] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:31:37.844147] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:31:37.844267] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:31:40.849214] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:31:40.852980] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:31:40.856628] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:31:40.859973] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:31:40.863138] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:31:40.863202] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:31:43.868096] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:31:43.871764] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:31:43.875373] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:31:43.879038] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:31:43.882344] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:31:43.882416] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:31:46.887023] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:31:46.890637] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:31:46.894231] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:31:46.898476] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:31:46.901893] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:31:46.901959] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:31:49.907972] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:31:49.912810] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:31:49.917442] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:31:49.922082] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:31:49.926482] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:31:49.926569] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:31:52.931444] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:31:52.934715] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:31:52.937984] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:31:52.941233] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:31:52.946153] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:31:52.946255] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:31:55.950687] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:31:55.954027] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:31:55.957496] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:31:55.960709] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:31:55.963863] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:31:55.963933] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:31:58.968741] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:31:58.972041] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:31:58.975206] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:31:58.978370] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:31:58.981531] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:31:58.981614] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:32:01.986230] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:32:01.989986] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:32:01.993442] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:32:01.997145] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:32:02.001175] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:32:02.001259] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:32:05.006049] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:32:05.009759] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:32:05.013140] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:32:05.017081] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:32:05.020863] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:32:05.020966] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:32:08.025632] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:32:08.029179] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:32:08.033285] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:32:08.037385] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:32:08.041297] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:32:08.041374] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:32:11.046156] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:32:11.049454] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:32:11.052649] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:32:11.055782] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:32:11.058923] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:32:11.058988] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:32:14.063836] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:32:14.067642] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:32:14.070942] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:32:14.074132] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:32:14.077353] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:32:14.077419] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:32:17.082909] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:32:17.087374] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:32:17.091425] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:32:17.096494] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:32:17.100921] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:32:17.101016] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:32:20.106851] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:32:20.111809] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:32:20.116342] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:32:20.119826] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:32:20.123359] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:32:20.123435] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:32:23.127977] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:32:23.131643] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:32:23.135238] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:32:23.138743] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:32:23.142188] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:32:23.142283] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:32:26.147645] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:32:26.151347] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:32:26.154533] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:32:26.157730] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:32:26.160910] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:32:26.160974] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:32:29.165847] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:32:29.170056] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:32:29.173675] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:32:29.177417] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:32:29.180908] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:32:29.180995] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:32:32.185703] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:32:32.189448] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:32:32.192792] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:32:32.196342] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:32:32.199805] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:32:32.199878] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:32:35.204333] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:32:35.207636] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:32:35.210797] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:32:35.213890] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:32:35.216980] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:32:35.217047] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:32:38.222148] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:32:38.225431] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:32:38.229767] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:32:38.234213] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:32:38.238266] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:32:38.238400] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:32:41.242814] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:32:41.246290] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:32:41.249618] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:32:41.252825] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:32:41.256019] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:32:41.256087] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:32:44.261190] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:32:44.265622] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:32:44.269411] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:32:44.273492] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:32:44.278494] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:32:44.278667] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:32:47.283447] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:32:47.286987] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:32:47.290359] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:32:47.293752] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:32:47.297135] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:32:47.297219] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:32:50.302125] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:32:50.306057] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:32:50.309598] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:32:50.313061] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:32:50.316694] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:32:50.316787] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:32:53.321332] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:32:53.324786] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:32:53.328014] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:32:53.331377] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:32:53.334638] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:32:53.334708] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:32:56.339568] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:32:56.343079] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:32:56.346214] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:32:56.349387] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:32:56.352715] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:32:56.352813] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:32:59.357780] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:32:59.361877] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:32:59.366091] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:32:59.370170] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:32:59.373781] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:32:59.373867] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:33:02.380044] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:33:02.385087] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:33:02.389848] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:33:02.393370] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:33:02.396543] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:33:02.396623] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:33:05.401099] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:33:05.404459] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:33:05.407992] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:33:05.411587] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:33:05.415082] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:33:05.415166] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:33:08.420279] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:33:08.424207] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:33:08.428418] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:33:08.432556] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:33:08.436277] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:33:08.436346] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:33:11.441297] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:33:11.444908] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:33:11.448425] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:33:11.452064] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:33:11.455509] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:33:11.455622] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:33:14.460886] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:33:14.464758] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:33:14.467923] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:33:14.471148] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:33:14.474290] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:33:14.474353] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:33:17.481325] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:33:17.487837] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:33:17.492145] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:33:17.496057] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:33:17.500468] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:33:17.500618] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:33:20.505247] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:33:20.508675] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:33:20.512341] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:33:20.516267] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:33:20.520058] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:33:20.520140] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:33:23.525361] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:33:23.529767] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:33:23.533477] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:33:23.536777] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:33:23.541096] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:33:23.541246] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:33:26.546063] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:33:26.549512] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:33:26.552740] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:33:26.555864] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:33:26.559113] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:33:26.559182] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:33:29.564219] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:33:29.568134] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:33:29.571766] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:33:29.575284] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:33:29.578753] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:33:29.578825] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:33:32.583731] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:33:32.586965] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:33:32.590118] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:33:32.593226] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:33:32.596346] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:33:32.596410] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:33:35.601411] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:33:35.605067] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:33:35.608563] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:33:35.612341] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:33:35.616020] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:33:35.616112] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:33:38.620940] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:33:38.624485] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:33:38.637978] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:33:38.641944] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:33:38.645993] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:33:38.646068] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:33:41.650632] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:33:41.653856] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:33:41.657070] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:33:41.660327] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:33:41.663555] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:33:41.663635] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:33:44.668504] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:33:44.672128] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:33:44.675534] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:33:44.678968] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:33:44.682304] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:33:44.682381] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:33:47.687070] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:33:47.690686] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:33:47.694131] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:33:47.697552] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:33:47.700921] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:33:47.700989] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:33:50.705552] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:33:50.709235] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:33:50.712756] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:33:50.716148] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:33:50.719656] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:33:50.719734] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:33:53.724111] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:33:53.727596] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:33:53.731004] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:33:53.734430] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:33:53.737848] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:33:53.737929] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:33:56.742125] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:33:56.745488] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:33:56.748820] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:33:56.752014] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:33:56.755176] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:33:56.755246] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:33:59.759489] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:33:59.763079] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:33:59.766488] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:33:59.769835] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:33:59.773115] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:33:59.773204] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:34:02.779693] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:34:02.784493] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:34:02.788963] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:34:02.793310] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:34:02.797597] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:34:02.797675] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:34:05.803871] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:34:05.809596] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:34:05.814854] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:34:05.820725] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:34:05.826332] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:34:05.826472] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:34:08.831335] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:34:08.835409] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:34:08.839842] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:34:08.844132] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:34:08.850342] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:34:08.850536] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:34:11.857349] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:34:11.862425] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:34:11.866116] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:34:11.869362] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:34:11.872688] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:34:11.872757] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:34:14.877804] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:34:14.881101] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:34:14.884257] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:34:14.887428] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:34:14.890695] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:34:14.890764] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:34:17.895540] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:34:17.898791] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:34:17.901936] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:34:17.905416] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:34:17.908751] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:34:17.908815] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:34:20.914277] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:34:20.918355] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:34:20.922098] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:34:20.925598] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:34:20.929583] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:34:20.929689] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:34:23.934378] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:34:23.937866] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:34:23.941340] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:34:23.945205] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:34:23.948988] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:34:23.949067] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:34:26.955052] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:34:26.959991] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:34:26.963778] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:34:26.967270] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:34:26.970971] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:34:26.971081] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:34:29.975704] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:34:29.979031] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:34:29.982155] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:34:29.985366] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:34:29.988591] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:34:29.988659] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:34:32.993064] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:34:32.996586] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:34:33.000117] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:34:33.003728] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:34:33.007161] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:34:33.007234] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:34:36.013660] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:34:36.017925] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:34:36.021176] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:34:36.024383] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:34:36.027569] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:34:36.027646] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:34:39.033620] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:34:39.038735] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:34:39.072947] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:34:39.107114] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:34:39.144924] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:34:39.145055] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:34:42.149718] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:34:42.153065] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:34:42.156373] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:34:42.159870] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:34:42.163288] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:34:42.163373] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:34:45.168127] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:34:45.171748] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:34:45.175235] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:34:45.178701] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:34:45.182253] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:34:45.182354] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:34:48.187190] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:34:48.190895] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:34:48.195279] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:34:48.199440] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:34:48.203351] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:34:48.203451] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:34:51.208084] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:34:51.211723] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:34:51.215198] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:34:51.218740] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:34:51.222027] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:34:51.222114] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:34:54.228049] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:34:54.232764] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:34:54.237569] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:34:54.242790] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:34:54.247365] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:34:54.247464] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:34:57.252432] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:34:57.255985] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:34:57.259247] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:34:57.262419] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:34:57.265819] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:34:57.265893] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:35:00.272089] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:35:00.275856] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:35:00.280258] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:35:00.284023] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:35:00.287723] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:35:00.287790] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:35:03.293972] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:35:03.298129] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:35:03.301861] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:35:03.305822] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:35:03.309884] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:35:03.309970] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:35:06.316963] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:35:06.322327] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:35:06.327414] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:35:06.332600] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:35:06.337271] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:35:06.337387] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:35:09.342066] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:35:09.345713] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:35:09.349804] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:35:09.353715] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:35:09.357656] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:35:09.357736] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:35:12.363111] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:35:12.366748] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:35:12.370161] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:35:12.374737] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:35:12.379759] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:35:12.379904] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:35:15.384665] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:35:15.388486] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:35:15.392366] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:35:15.395822] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:35:15.399286] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:35:15.399366] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:35:18.405196] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:35:18.410214] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:35:18.414988] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:35:18.419741] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:35:18.424459] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:35:18.424554] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:35:21.429752] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:35:21.434075] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:35:21.438085] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:35:21.441906] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:35:21.445791] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:35:21.445910] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:35:24.451142] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:35:24.454943] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:35:24.459098] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:35:24.462592] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:35:24.465777] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:35:24.465839] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:35:27.470651] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:35:27.474294] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:35:27.477666] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:35:27.480948] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:35:27.484206] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:35:27.484271] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:35:30.489454] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:35:30.493211] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:35:30.496749] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:35:30.500401] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:35:30.503925] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:35:30.503999] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:35:33.509133] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:35:33.512509] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:35:33.515681] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:35:33.518767] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:35:33.521964] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:35:33.522039] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:35:36.526318] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:35:36.529730] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:35:36.533080] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:35:36.536357] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:35:36.539701] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:35:36.539771] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:35:39.544399] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:35:39.548217] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:35:39.552689] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:35:39.556919] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:35:39.560899] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:35:39.560986] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:35:42.565685] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:35:42.569155] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:35:42.572514] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:35:42.575782] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:35:42.579307] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:35:42.579415] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:35:45.584237] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:35:45.587905] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:35:45.591548] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:35:45.595054] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:35:45.599238] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:35:45.599361] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:35:48.604062] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:35:48.607509] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:35:48.610823] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:35:48.614162] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:35:48.617338] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:35:48.617404] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:35:51.622395] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:35:51.626012] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:35:51.629378] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:35:51.632637] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:35:51.635981] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:35:51.636051] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:35:54.641190] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:35:54.644606] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:35:54.647850] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:35:54.651079] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:35:54.654396] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:35:54.654480] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:35:57.659456] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:35:57.663166] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:35:57.666777] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:35:57.670280] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:35:57.673794] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:35:57.673868] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:36:00.680767] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:36:00.684858] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:36:00.694066] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:36:00.698120] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:36:00.703104] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:36:00.703216] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:36:03.708112] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:36:03.711785] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:36:03.714941] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:36:03.718092] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:36:03.721422] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:36:03.721488] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:36:06.726287] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:36:06.729585] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:36:06.732829] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:36:06.735978] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:36:06.739253] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:36:06.739326] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:36:09.743820] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:36:09.747304] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:36:09.751165] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:36:09.754898] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:36:09.758639] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:36:09.758732] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:36:12.763261] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:36:12.766608] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:36:12.769882] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:36:12.773139] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:36:12.776387] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:36:12.776457] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:36:15.780828] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:36:15.784198] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:36:15.787426] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:36:15.790755] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:36:15.793978] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:36:15.794051] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:36:18.799777] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:36:18.804451] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:36:18.809087] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:36:18.813633] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:36:18.818112] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:36:18.818214] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:36:21.822852] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:36:21.826049] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:36:21.829517] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:36:21.832605] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:36:21.835697] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:36:21.835779] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:36:24.840717] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:36:24.844282] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:36:24.847463] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:36:24.850913] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:36:24.854127] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:36:24.854196] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:36:27.858455] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:36:27.862059] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:36:27.865496] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:36:27.868869] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:36:27.872048] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:36:27.872116] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:36:30.876505] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:36:30.880059] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:36:30.883448] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:36:30.886830] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:36:30.890216] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:36:30.890290] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:36:33.896079] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:36:33.900564] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:36:33.905120] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:36:33.909742] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:36:33.914142] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:36:33.914228] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:36:36.918939] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:36:36.922351] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:36:36.925808] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:36:36.929450] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:36:36.933335] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:36:36.933431] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:36:39.938165] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:36:39.941767] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:36:39.945729] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:36:39.949592] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:36:39.953442] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:36:39.953516] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:36:42.958111] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:36:42.962223] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:36:42.965849] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:36:42.968945] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:36:42.972054] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:36:42.972118] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:36:45.976740] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:36:45.980514] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:36:45.984078] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:36:45.987533] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:36:45.991122] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:36:45.991204] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:36:48.995890] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:36:48.999752] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:36:49.003357] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:36:49.006899] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:36:49.010467] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:36:49.010546] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:36:52.015273] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:36:52.018927] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:36:52.022315] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:36:52.025606] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:36:52.028915] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:36:52.029002] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:36:55.033486] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:36:55.036819] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:36:55.040212] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:36:55.043412] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:36:55.046547] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:36:55.046633] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:36:58.051385] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:36:58.054858] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:36:58.058374] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:36:58.061613] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:36:58.064851] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:36:58.064918] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:37:01.070491] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:37:01.075098] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:37:01.079066] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:37:01.083716] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:37:01.087752] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:37:01.087940] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:37:04.092160] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:37:04.095435] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:37:04.098709] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:37:04.101960] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:37:04.106285] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:37:04.106387] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:37:07.111474] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:37:07.115479] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:37:07.119914] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:37:07.123617] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:37:07.127104] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:37:07.127203] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:37:10.131923] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:37:10.135234] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:37:10.168854] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:37:10.203030] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:37:10.236698] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:37:10.236775] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:37:13.241448] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:37:13.245113] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:37:13.248667] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:37:13.251952] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:37:13.255343] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:37:13.255432] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:37:16.260620] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:37:16.264053] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:37:16.267454] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:37:16.270845] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:37:16.274134] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:37:16.274212] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:37:19.279262] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:37:19.282717] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:37:19.286189] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:37:19.289600] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:37:19.292890] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:37:19.292962] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:37:22.297740] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:37:22.301247] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:37:22.304615] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:37:22.307926] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:37:22.311471] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:37:22.311548] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:37:25.317891] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:37:25.322555] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:37:25.326481] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:37:25.330452] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:37:25.333909] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:37:25.333982] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:37:28.339068] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:37:28.342741] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:37:28.346422] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:37:28.349950] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:37:28.353365] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:37:28.353460] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:37:31.358150] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:37:31.361449] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:37:31.364566] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:37:31.367660] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:37:31.370743] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:37:31.370809] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:37:34.375514] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:37:34.378789] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:37:34.381927] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:37:34.385012] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:37:34.388143] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:37:34.388208] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:37:37.392806] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:37:37.396016] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:37:37.399245] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:37:37.402366] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:37:37.405586] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:37:37.405658] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:37:40.410404] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:37:40.413740] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:37:40.418227] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:37:40.422447] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:37:40.426203] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:37:40.426270] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:37:43.431460] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:37:43.435283] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:37:43.439078] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:37:43.443070] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:37:43.446656] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:37:43.446749] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:37:46.451324] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:37:46.455293] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:37:46.458957] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:37:46.462265] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:37:46.465505] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:37:46.465601] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:37:49.471623] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:37:49.476188] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:37:49.480433] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:37:49.484609] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:37:49.488831] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:37:49.488951] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:37:52.493463] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:37:52.498091] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:37:52.501829] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:37:52.505539] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:37:52.509124] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:37:52.509209] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:37:55.513780] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:37:55.517282] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:37:55.520661] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:37:55.523900] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:37:55.527089] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:37:55.527157] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:37:58.531767] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:37:58.535295] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:37:58.539243] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:37:58.542749] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:37:58.545928] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:37:58.545996] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:38:01.552420] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:38:01.557772] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:38:01.562590] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:38:01.567093] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:38:01.571594] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:38:01.571685] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:38:04.576208] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:38:04.579486] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:38:04.582726] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:38:04.585916] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:38:04.589124] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:38:04.589192] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:38:07.593377] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:38:07.597434] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:38:07.601408] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:38:07.605203] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:38:07.608590] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:38:07.608662] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:38:10.612842] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:38:10.616049] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:38:10.622058] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:38:10.625851] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:38:10.629534] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:38:10.629619] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:38:13.633948] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:38:13.637253] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:38:13.640437] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:38:13.643532] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:38:13.646639] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:38:13.646706] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:38:16.652184] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:38:16.656065] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:38:16.659785] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:38:16.663129] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:38:16.666403] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:38:16.666476] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:38:19.671146] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:38:19.674611] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:38:19.677768] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:38:19.680883] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:38:19.683935] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:38:19.684002] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:38:22.688351] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:38:22.691552] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:38:22.694735] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:38:22.697854] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:38:22.700998] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:38:22.701063] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:38:25.705230] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:38:25.708544] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:38:25.711766] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:38:25.714947] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:38:25.718124] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:38:25.718210] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:38:28.723502] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:38:28.727751] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:38:28.731269] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:38:28.734793] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:38:28.739770] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:38:28.739948] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:38:31.744746] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:38:31.747999] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:38:31.751247] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:38:31.755304] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:38:31.758741] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:38:31.758806] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:38:34.762816] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:38:34.766058] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:38:34.769236] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:38:34.772403] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:38:34.775834] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:38:34.775907] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:38:37.780114] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:38:37.783596] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:38:37.787026] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:38:37.790500] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:38:37.793933] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:38:37.794015] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:38:40.798544] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:38:40.801791] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:38:40.805650] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:38:40.809415] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:38:40.813123] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:38:40.813190] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:38:43.818741] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:38:43.823395] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:38:43.827672] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:38:43.832098] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:38:43.836408] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:38:43.836510] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:38:46.842058] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:38:46.847245] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:38:46.851928] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:38:46.856808] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:38:46.860726] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:38:46.860837] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:38:49.865232] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:38:49.868506] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:38:49.871777] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:38:49.875238] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:38:49.878797] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:38:49.878867] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:38:52.883612] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:38:52.887137] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:38:52.891056] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:38:52.894805] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:38:52.898369] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:38:52.898456] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:38:55.902898] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:38:55.906304] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:38:55.909626] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:38:55.912896] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:38:55.916090] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:38:55.916160] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:38:58.920893] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:38:58.924277] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:38:58.927621] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:38:58.931136] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:38:58.934652] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:38:58.934738] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:39:01.939481] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:39:01.943201] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:39:01.946739] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:39:01.950252] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:39:01.954137] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:39:01.954253] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:39:04.958899] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:39:04.962289] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:39:04.965524] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:39:04.968774] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:39:04.972056] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:39:04.972124] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:39:07.977266] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:39:07.980923] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:39:07.984283] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:39:07.987604] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:39:07.990980] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:39:07.991055] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:39:10.996389] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:39:11.000113] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:39:11.004024] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:39:11.007948] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:39:11.042714] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:39:11.042900] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:39:14.047652] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:39:14.050972] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:39:14.054107] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:39:14.057478] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:39:14.061177] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:39:14.061276] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:39:17.066008] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:39:17.069624] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:39:17.072985] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:39:17.076392] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:39:17.079980] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:39:17.080062] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:39:20.087510] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:39:20.092767] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:39:20.097769] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:39:20.102387] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:39:20.106788] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:39:20.106931] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:39:23.111781] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:39:23.114985] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:39:23.118048] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:39:23.121131] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:39:23.124164] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:39:23.124229] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:39:26.129075] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:39:26.132408] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:39:26.135702] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:39:26.139045] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:39:26.142511] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:39:26.142617] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:39:29.146980] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:39:29.150280] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:39:29.153413] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:39:29.156525] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:39:29.159662] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:39:29.159726] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:39:32.164084] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:39:32.167653] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:39:32.171132] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:39:32.174752] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:39:32.178303] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:39:32.178419] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:39:35.183258] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:39:35.187216] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:39:35.190682] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:39:35.193989] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:39:35.197237] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:39:35.197317] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:39:38.202312] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:39:38.206382] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:39:38.210044] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:39:38.213466] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:39:38.216675] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:39:38.216755] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:39:41.221829] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:39:41.225458] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:39:41.229619] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:39:41.234258] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:39:41.240059] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:39:41.240158] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:39:44.244716] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:39:44.248172] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:39:44.251631] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:39:44.254949] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:39:44.258179] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:39:44.258265] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:39:47.263011] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:39:47.266880] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:39:47.270203] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:39:47.273497] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:39:47.276694] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:39:47.276762] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:39:50.281647] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:39:50.284972] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:39:50.288152] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:39:50.291470] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:39:50.295109] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:39:50.295183] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:39:53.299716] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:39:53.303150] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:39:53.306429] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:39:53.309860] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:39:53.313228] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:39:53.313312] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:39:56.318495] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:39:56.322200] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:39:56.325738] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:39:56.329261] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:39:56.332560] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:39:56.332670] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:39:59.337613] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:39:59.341610] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:39:59.345239] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:39:59.348527] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:39:59.351921] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:39:59.352006] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:40:02.356930] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:40:02.360899] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:40:02.365012] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:40:02.368631] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:40:02.373140] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:40:02.373221] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:40:05.378551] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:40:05.383145] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:40:05.425516] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:40:05.474686] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:40:05.512768] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:40:05.512870] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:40:08.519131] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:40:08.523987] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:40:08.528586] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:40:08.533025] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:40:08.537358] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:40:08.537461] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:40:11.542846] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:40:11.547551] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:40:11.552166] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:40:11.556274] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:40:11.560222] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:40:11.560296] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:40:14.564892] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:40:14.568251] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:40:14.571651] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:40:14.575691] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:40:14.579624] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:40:14.579777] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:40:17.584306] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:40:17.587986] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:40:17.591555] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:40:17.595154] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:40:17.598633] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:40:17.598710] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:40:20.603398] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:40:20.607301] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:40:20.610952] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:40:20.614796] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:40:20.618419] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:40:20.618497] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:40:23.623278] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:40:23.626531] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:40:23.629879] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:40:23.633075] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:40:23.636238] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:40:23.636303] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:40:26.641027] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:40:26.644303] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:40:26.647509] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:40:26.650849] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:40:26.654334] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:40:26.654407] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:40:29.658989] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:40:29.663550] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:40:29.668151] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:40:29.672523] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:40:29.676788] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:40:29.676890] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:40:32.681674] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:40:32.685344] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:40:32.688904] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:40:32.692345] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:40:32.695797] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:40:32.695881] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:40:35.700682] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:40:35.704321] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:40:35.708058] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:40:35.711503] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:40:35.714755] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:40:35.714836] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:40:38.719522] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:40:38.722927] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:40:38.726196] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:40:38.729406] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:40:38.732645] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:40:38.732717] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:40:41.737798] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:40:41.742270] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:40:41.746789] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:40:41.752690] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:40:41.758261] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:40:41.760048] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:40:44.765185] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:40:44.768734] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:40:44.772451] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:40:44.776701] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:40:44.780288] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:40:44.780355] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:40:47.784784] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:40:47.788436] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:40:47.792046] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:40:47.795846] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:40:47.799686] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:40:47.799785] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:40:50.804714] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:40:50.808014] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:40:50.811431] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:40:50.815145] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:40:50.819199] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:40:50.819293] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:40:53.823984] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:40:53.827496] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:40:53.830867] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:40:53.834216] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:40:53.837455] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:40:53.837540] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:40:56.841673] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:40:56.845198] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:40:56.849492] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:40:56.854703] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:40:56.858992] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:40:56.859071] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:40:59.863730] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:40:59.867295] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:40:59.870681] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:40:59.873939] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:40:59.877170] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:40:59.877234] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:41:02.881667] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:41:02.885013] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:41:02.888337] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:41:02.891627] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:41:02.894920] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:41:02.895005] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:41:05.899634] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:41:05.903137] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:41:05.906934] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:41:05.910681] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:41:05.914285] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:41:05.914405] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:41:08.919300] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:41:08.922804] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:41:08.926157] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:41:08.929563] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:41:08.932977] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:41:08.933061] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:41:11.937729] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:41:11.941167] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:41:11.945033] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:41:11.948769] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:41:11.952410] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:41:11.952479] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:41:14.957629] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:41:14.961112] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:41:14.964339] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:41:14.968367] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:41:14.972513] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:41:14.972608] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:41:17.978641] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:41:17.983379] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:41:17.987942] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:41:17.992413] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:41:17.995698] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:41:17.995761] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:41:21.000396] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:41:21.004115] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:41:21.007889] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:41:21.011707] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:41:21.014931] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:41:21.014999] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:41:24.019937] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:41:24.023225] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:41:24.026333] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:41:24.029558] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:41:24.032756] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:41:24.032824] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:41:27.037630] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:41:27.041372] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:41:27.044770] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:41:27.048014] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:41:27.051317] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:41:27.051410] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:41:30.056651] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:41:30.061066] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:41:30.065240] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:41:30.070466] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:41:30.076366] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:41:30.076508] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:41:33.081608] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:41:33.085117] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:41:33.088431] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:41:33.091692] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:41:33.094900] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:41:33.094966] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:41:36.100053] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:41:36.103394] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:41:36.106765] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:41:36.110023] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:41:36.113228] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:41:36.113293] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:41:39.118904] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:41:39.122982] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:41:39.126780] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:41:39.130637] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:41:39.134295] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:41:39.134382] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:41:42.140059] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:41:42.143708] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:41:42.178343] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:41:42.211960] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:41:42.245477] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:41:42.245547] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:41:45.250346] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:41:45.254168] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:41:45.257818] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:41:45.260980] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:41:45.264183] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:41:45.264252] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:41:48.268568] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:41:48.271947] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:41:48.275206] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:41:48.278395] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:41:48.281556] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:41:48.281641] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:41:51.286639] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:41:51.290134] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:41:51.293491] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:41:51.296759] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:41:51.300301] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:41:51.300380] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:41:54.304813] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:41:54.308274] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:41:54.311619] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:41:54.314905] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:41:54.318557] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:41:54.318646] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:41:57.323048] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:41:57.326835] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:41:57.330058] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:41:57.333196] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:41:57.336435] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:41:57.336503] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:42:00.342366] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:42:00.346970] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:42:00.351240] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:42:00.355715] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:42:00.360144] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:42:00.360236] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:42:03.366537] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:42:03.371254] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:42:03.375726] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:42:03.379935] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:42:03.383208] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:42:03.383273] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:42:06.387752] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:42:06.391285] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:42:06.394631] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:42:06.398089] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:42:06.401480] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:42:06.401555] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:42:09.406423] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:42:09.409871] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:42:09.413241] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:42:09.416562] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:42:09.419852] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:42:09.419922] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:42:12.425248] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:42:12.429735] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:42:12.448260] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:42:12.453416] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:42:12.458254] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:42:12.458383] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:42:15.462881] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:42:15.466227] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:42:15.469420] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:42:15.472636] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:42:15.475817] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:42:15.475885] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:42:18.481459] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:42:18.484984] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:42:18.488331] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:42:18.491606] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:42:18.494838] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:42:18.494905] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:42:21.499517] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:42:21.502913] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:42:21.506194] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:42:21.509476] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:42:21.512721] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:42:21.512789] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:42:24.517521] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:42:24.521430] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:42:24.526259] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:42:24.531486] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:42:24.536822] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:42:24.536941] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:42:27.541195] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:42:27.544803] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:42:27.548205] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:42:27.551555] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:42:27.554905] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:42:27.554977] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:42:30.559889] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:42:30.563413] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:42:30.566824] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:42:30.570399] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:42:30.573896] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:42:30.573981] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:42:33.579070] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:42:33.582505] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:42:33.585848] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:42:33.589166] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:42:33.592394] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:42:33.592463] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:42:36.597389] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:42:36.601795] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:42:36.606525] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:42:36.610588] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:42:36.614723] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:42:36.614814] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:42:39.619472] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:42:39.623310] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:42:39.627302] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:42:39.631140] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:42:39.635245] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:42:39.635380] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:42:42.640596] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:42:42.644374] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:42:42.648466] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:42:42.652065] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:42:42.658478] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:42:42.658546] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:42:45.663344] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:42:45.666938] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:42:45.670402] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:42:45.673717] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:42:45.677069] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:42:45.677162] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:42:48.681868] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:42:48.685459] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:42:48.689074] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:42:48.692430] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:42:48.695735] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:42:48.695818] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:42:51.701445] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:42:51.705842] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:42:51.710059] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:42:51.714246] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:42:51.718505] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:42:51.718605] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:42:54.723441] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:42:54.727255] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:42:54.730820] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:42:54.734241] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:42:54.737852] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:42:54.737936] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:42:57.742380] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:42:57.745671] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:42:57.748894] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:42:57.752025] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:42:57.755219] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:42:57.755290] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:43:00.759760] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:43:00.763376] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:43:00.766938] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:43:00.770813] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:43:00.774615] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:43:00.774729] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:43:03.779546] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:43:03.783026] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:43:03.787640] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:43:03.791193] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:43:03.794410] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:43:03.794473] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:43:06.799052] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:43:06.802517] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:43:06.805754] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:43:06.808907] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:43:06.812043] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:43:06.812107] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:43:09.816744] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:43:09.820808] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:43:09.824826] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:43:09.828149] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:43:09.831339] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:43:09.831402] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:43:12.837261] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:43:12.842248] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:43:12.846932] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:43:12.851448] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:43:12.857006] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:43:12.857159] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:43:15.861980] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:43:15.865329] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:43:15.868640] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:43:15.872188] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:43:15.875602] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:43:15.875686] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:43:18.880469] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:43:18.884062] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:43:18.887364] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:43:18.890753] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:43:18.894280] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:43:18.894378] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:43:21.899300] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:43:21.902931] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:43:21.906384] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:43:21.909786] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:43:21.913249] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:43:21.913346] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:43:24.919233] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:43:24.924089] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:43:24.928750] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:43:24.933383] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:43:24.937964] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:43:24.938061] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:43:27.943187] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:43:27.947734] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:43:27.952215] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:43:27.956789] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:43:27.961792] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:43:27.961925] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:43:30.966719] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:43:30.970141] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:43:30.973300] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:43:30.976421] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:43:30.979548] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:43:30.979645] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:43:33.984234] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:43:33.987552] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:43:33.990782] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:43:33.993875] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:43:33.996994] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:43:33.997058] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:43:37.002855] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:43:37.007455] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:43:37.012200] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:43:37.016492] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:43:37.020662] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:43:37.020740] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:43:40.025727] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:43:40.029005] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:43:40.032144] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:43:40.035311] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:43:40.038416] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:43:40.038480] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:43:43.043832] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:43:43.048070] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:43:43.084318] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:43:43.118108] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:43:43.152661] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:43:43.152729] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:43:46.157841] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:43:46.161258] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:43:46.164395] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:43:46.167535] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:43:46.170684] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:43:46.170746] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:43:49.175291] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:43:49.179060] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:43:49.182254] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:43:49.185862] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:43:49.189320] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:43:49.189389] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:43:52.193980] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:43:52.197186] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:43:52.200345] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:43:52.203644] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:43:52.206919] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:43:52.206986] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:43:55.211651] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:43:55.214894] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:43:55.218158] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:43:55.221547] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:43:55.224949] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:43:55.225017] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:43:58.230685] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:43:58.234301] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:43:58.238176] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:43:58.242013] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:43:58.245633] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:43:58.245754] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:44:01.250272] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:44:01.253687] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:44:01.257589] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:44:01.261720] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:44:01.265308] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:44:01.265372] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:44:04.269819] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:44:04.273379] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:44:04.277236] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:44:04.281332] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:44:04.284853] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:44:04.284928] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:44:07.290189] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:44:07.293743] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:44:07.297505] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:44:07.300954] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:44:07.304738] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:44:07.304824] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:44:10.310665] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:44:10.315379] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:44:10.319920] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:44:10.324339] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:44:10.328736] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:44:10.328816] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:44:13.333457] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:44:13.336879] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:44:13.342340] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:44:13.346809] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:44:13.351339] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:44:13.351441] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:44:16.355834] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:44:16.359530] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:44:16.363045] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:44:16.366538] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:44:16.370234] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:44:16.370315] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:44:19.374402] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:44:19.377646] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:44:19.380802] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:44:19.383937] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:44:19.387040] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:44:19.387105] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:44:22.391296] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:44:22.394682] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:44:22.397972] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:44:22.401288] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:44:22.404654] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:44:22.404732] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:44:25.409518] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:44:25.412747] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:44:25.415837] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:44:25.418953] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:44:25.422063] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:44:25.422127] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:44:28.426618] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:44:28.429922] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:44:28.432983] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:44:28.436033] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:44:28.439163] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:44:28.439229] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:44:31.443451] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:44:31.446814] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:44:31.450100] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:44:31.453268] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:44:31.456459] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:44:31.456526] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:44:34.461360] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:44:34.465063] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:44:34.468608] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:44:34.472404] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:44:34.475735] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:44:34.475803] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:44:37.479683] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:44:37.483022] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:44:37.486235] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:44:37.489496] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:44:37.492741] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:44:37.492808] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:44:40.497811] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:44:40.502503] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:44:40.506003] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:44:40.509683] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:44:40.513202] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:44:40.513288] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:44:43.518213] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:44:43.521920] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:44:43.525856] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:44:43.530041] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:44:43.533810] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:44:43.533885] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:44:46.539151] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:44:46.542703] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:44:46.545900] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:44:46.549825] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:44:46.553623] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:44:46.553703] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:44:49.558753] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:44:49.562357] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:44:49.565899] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:44:49.569297] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:44:49.572895] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:44:49.572997] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:44:52.578279] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:44:52.582255] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:44:52.585978] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:44:52.589738] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:44:52.593437] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:44:52.593526] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:44:55.598527] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:44:55.601912] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:44:55.605211] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:44:55.608542] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:44:55.611842] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:44:55.612005] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:44:58.616586] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:44:58.619993] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:44:58.623179] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:44:58.626403] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:44:58.629704] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:44:58.629769] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:45:01.634147] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:45:01.637335] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:45:01.640484] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:45:01.643543] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:45:01.646632] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:45:01.646698] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:45:04.651466] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:45:04.655316] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:45:04.659188] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:45:04.663087] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:45:04.666920] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:45:04.667009] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:45:07.671984] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:45:07.675614] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:45:07.678883] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:45:07.682100] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:45:07.685326] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:45:07.685395] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:45:10.691292] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:45:10.696118] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:45:10.701441] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:45:10.706415] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:45:10.710919] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:45:10.711025] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:45:13.716654] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:45:13.722081] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:45:13.727963] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:45:13.734384] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:45:13.740338] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:45:13.740481] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:45:16.744933] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:45:16.748447] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:45:16.751849] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:45:16.755217] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:45:16.758533] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:45:16.758626] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:45:19.763086] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:45:19.766312] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:45:19.769496] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:45:19.772618] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:45:19.775877] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:45:19.775948] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:45:22.781121] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:45:22.785184] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:45:22.789071] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:45:22.792874] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:45:22.796521] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:45:22.796636] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:45:25.802893] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:45:25.807741] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:45:25.812427] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:45:25.817150] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:45:25.821867] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:45:25.821984] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:45:28.826059] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:45:28.829298] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:45:28.832461] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:45:28.835737] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:45:28.839065] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:45:28.839150] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:45:31.843382] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:45:31.846802] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:45:31.850161] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:45:31.853496] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:45:31.856776] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:45:31.856845] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:45:34.862542] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:45:34.866445] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:45:34.869865] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:45:34.873192] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:45:34.877059] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:45:34.877170] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:45:37.881872] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:45:37.885206] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:45:37.888429] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:45:37.891842] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:45:37.895226] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:45:37.895306] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:45:40.900074] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:45:40.903843] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:45:40.907387] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:45:40.911032] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:45:40.914523] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:45:40.914636] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:45:43.919973] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:45:43.923646] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:45:43.927533] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:45:43.931434] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:45:43.938915] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:45:43.939020] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:45:46.944209] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:45:46.947959] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:45:46.951402] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:45:46.954616] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:45:46.957853] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:45:46.957922] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:45:49.963362] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:45:49.967177] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:45:49.971375] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:45:49.975256] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:45:49.978843] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:45:49.978919] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:45:52.983708] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:45:52.987434] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:45:52.991213] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:45:52.994816] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:45:52.998303] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:45:52.998398] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:45:56.003216] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:45:56.006475] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:45:56.009864] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:45:56.012968] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:45:56.016268] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:45:56.016333] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:45:59.021416] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:45:59.025335] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:45:59.029509] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:45:59.033167] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:45:59.036538] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:45:59.036647] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:46:02.041194] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:46:02.044587] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:46:02.047872] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:46:02.051159] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:46:02.054838] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:46:02.054950] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:46:05.059913] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:46:05.063369] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:46:05.066708] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:46:05.070025] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:46:05.073279] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:46:05.073350] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:46:08.077922] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:46:08.081278] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:46:08.084524] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:46:08.087939] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:46:08.091391] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:46:08.091462] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:46:11.096029] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:46:11.099410] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:46:11.102564] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:46:11.105761] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:46:11.109041] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:46:11.109116] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:46:14.114087] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:46:14.118111] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:46:14.152520] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:46:14.187423] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:46:14.222315] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:46:14.222436] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:46:17.227103] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:46:17.231179] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:46:17.235550] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:46:17.239928] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:46:17.244097] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:46:17.244217] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:46:20.249082] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:46:20.252713] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:46:20.256039] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:46:20.259451] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:46:20.262758] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:46:20.262829] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:46:23.267516] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:46:23.271051] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:46:23.274448] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:46:23.277790] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:46:23.281157] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:46:23.281249] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:46:26.286199] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:46:26.289758] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:46:26.294012] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:46:26.298696] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:46:26.303106] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:46:26.303197] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:46:29.308755] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:46:29.313076] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:46:29.317266] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:46:29.321704] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:46:29.325954] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:46:29.326041] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:46:32.330498] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:46:32.334052] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:46:32.337307] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:46:32.340482] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:46:32.343663] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:46:32.343726] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:46:35.349170] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:46:35.352761] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:46:35.356041] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:46:35.359181] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:46:35.362602] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:46:35.362670] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:46:38.367375] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:46:38.370985] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:46:38.374232] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:46:38.377710] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:46:38.381098] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:46:38.381166] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:46:41.385473] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:46:41.389120] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:46:41.392681] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:46:41.396015] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:46:41.399495] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:46:41.399563] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:46:44.404502] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:46:44.408006] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:46:44.415695] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:46:44.420777] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:46:44.425137] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:46:44.425244] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:46:47.430283] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:46:47.434620] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:46:47.438838] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:46:47.443022] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:46:47.447024] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:46:47.447114] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:46:50.451035] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:46:50.454336] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:46:50.457715] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:46:50.461241] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:46:50.464478] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:46:50.464556] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:46:53.472453] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:46:53.479017] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:46:53.485477] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:46:53.490990] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:46:53.496088] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:46:53.496242] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:46:56.501001] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:46:56.504686] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:46:56.508153] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:46:56.511851] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:46:56.515618] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:46:56.515692] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:46:59.522299] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:46:59.526176] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:46:59.529717] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:46:59.533004] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:46:59.536318] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:46:59.536392] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:47:02.541014] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:47:02.545487] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:47:02.549264] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:47:02.552567] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:47:02.555767] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:47:02.555837] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:47:05.560542] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:47:05.564686] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:47:05.568487] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:47:05.572275] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:47:05.575988] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:47:05.576078] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:47:08.580812] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:47:08.584517] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:47:08.588140] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:47:08.591668] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:47:08.595314] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:47:08.595411] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:47:11.602010] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:47:11.605486] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:47:11.608783] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:47:11.611994] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:47:11.615161] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:47:11.615228] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:47:14.620202] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:47:14.623860] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:47:14.628691] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:47:14.633510] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:47:14.639383] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:47:14.639447] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:47:17.644090] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:47:17.647720] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:47:17.651096] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:47:17.654476] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:47:17.657709] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:47:17.657794] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:47:20.663705] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:47:20.668399] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:47:20.672307] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:47:20.675532] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:47:20.678708] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:47:20.678776] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:47:23.683482] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:47:23.686844] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:47:23.690189] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:47:23.693535] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:47:23.696779] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:47:23.696848] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:47:26.702130] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:47:26.706023] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:47:26.709689] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:47:26.713266] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:47:26.716831] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:47:26.716917] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:47:29.721167] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:47:29.724909] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:47:29.728368] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:47:29.731858] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:47:29.735338] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:47:29.735412] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:47:32.740089] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:47:32.743834] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:47:32.747376] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:47:32.750900] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:47:32.754514] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:47:32.754611] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:47:35.759164] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:47:35.762901] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:47:35.766366] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:47:35.769712] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:47:35.772911] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:47:35.772979] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:47:38.777596] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:47:38.781186] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:47:38.785486] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:47:38.789110] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:47:38.792531] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:47:38.792617] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:47:41.797218] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:47:41.800705] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:47:41.803981] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:47:41.807860] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:47:41.811678] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:47:41.811762] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:47:44.816685] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:47:44.820114] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:47:44.826067] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:47:44.831440] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:47:44.836225] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:47:44.836341] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:47:47.841052] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:47:47.844278] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:47:47.847937] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:47:47.851439] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:47:47.854613] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:47:47.854679] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:47:50.860921] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:47:50.865538] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:47:50.870114] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:47:50.874417] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:47:50.878661] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:47:50.878778] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:47:53.883396] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:47:53.886634] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:47:53.889899] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:47:53.893044] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:47:53.896220] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:47:53.896284] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:47:56.901681] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:47:56.905248] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:47:56.908608] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:47:56.911907] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:47:56.915107] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:47:56.915176] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:47:59.919487] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:47:59.923010] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:47:59.926289] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:47:59.930081] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:47:59.933599] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:47:59.933665] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:48:02.939253] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:48:02.943749] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:48:02.948094] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:48:02.952228] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:48:02.956347] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:48:02.956441] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:48:05.962781] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:48:05.968026] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:48:05.972926] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:48:05.976752] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:48:05.980765] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:48:05.980851] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:48:08.985696] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:48:08.989469] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:48:08.992965] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:48:08.996326] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:48:08.999959] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:48:09.000055] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:48:12.005171] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:48:12.008910] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:48:12.012732] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:48:12.016089] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:48:12.019230] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:48:12.019294] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:48:15.024273] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:48:15.028676] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:48:15.065166] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:48:15.100443] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:48:15.136080] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:48:15.136254] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:48:18.142299] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:48:18.145932] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:48:18.149288] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:48:18.153189] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:48:18.157052] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:48:18.157129] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:48:21.162146] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:48:21.165764] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:48:21.169031] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:48:21.172193] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:48:21.175341] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:48:21.175405] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:48:24.180041] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:48:24.183433] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:48:24.186706] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:48:24.189993] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:48:24.193220] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:48:24.193287] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:48:27.197611] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:48:27.201780] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:48:27.205246] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:48:27.208792] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:48:27.212879] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:48:27.213009] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:48:30.217586] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:48:30.220791] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:48:30.223971] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:48:30.227108] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:48:30.230268] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:48:30.230332] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:48:33.236052] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:48:33.240554] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:48:33.244933] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:48:33.249218] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:48:33.253363] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:48:33.253451] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:48:36.258261] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:48:36.261764] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:48:36.265063] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:48:36.268240] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:48:36.271618] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:48:36.271695] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:48:39.277419] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:48:39.281953] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:48:39.286451] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:48:39.290859] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:48:39.295157] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:48:39.295242] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:48:42.299952] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:48:42.303388] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:48:42.306699] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:48:42.310021] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:48:42.313355] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:48:42.313458] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:48:45.318255] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:48:45.321701] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:48:45.325689] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:48:45.329916] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:48:45.333971] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:48:45.334050] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:48:48.338551] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:48:48.342003] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:48:48.345267] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:48:48.348543] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:48:48.351758] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:48:48.351825] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:48:51.357730] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:48:51.362545] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:48:51.367233] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:48:51.371975] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:48:51.376555] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:48:51.376667] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:48:54.381498] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:48:54.385496] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:48:54.389280] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:48:54.393006] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:48:54.397362] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:48:54.397464] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:48:57.401967] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:48:57.405797] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:48:57.409412] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:48:57.412701] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:48:57.416173] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:48:57.416245] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:49:00.421716] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:49:00.426387] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:49:00.431311] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:49:00.436188] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:49:00.440901] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:49:00.441064] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:49:03.445812] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:49:03.449366] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:49:03.452881] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:49:03.456349] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:49:03.459675] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:49:03.459746] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:49:06.465458] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:49:06.470146] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:49:06.474618] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:49:06.479098] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:49:06.483506] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:49:06.483611] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:49:09.488424] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:49:09.492493] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:49:09.496022] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:49:09.499280] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:49:09.502535] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:49:09.502623] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:49:12.508249] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:49:12.511833] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:49:12.516524] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:49:12.521298] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:49:12.525809] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:49:12.525941] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:49:15.530711] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:49:15.534259] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:49:15.538309] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:49:15.542471] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:49:15.546534] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:49:15.546651] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:49:18.552219] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:49:18.555794] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:49:18.559206] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:49:18.562513] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:49:18.565759] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:49:18.565825] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:49:21.570153] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:49:21.573440] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:49:21.576740] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:49:21.580105] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:49:21.583372] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:49:21.583441] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:49:24.588435] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:49:24.591779] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:49:24.595446] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:49:24.599095] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:49:24.602411] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:49:24.602475] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:49:27.607144] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:49:27.610976] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:49:27.614332] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:49:27.617701] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:49:27.620962] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:49:27.621029] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:49:30.625958] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:49:30.629683] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:49:30.633343] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:49:30.636943] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:49:30.640402] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:49:30.640483] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:49:33.645616] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:49:33.649201] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:49:33.652585] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:49:33.655937] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:49:33.659226] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:49:33.659298] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:49:36.664153] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:49:36.667470] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:49:36.671762] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:49:36.675166] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:49:36.678245] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:49:36.678335] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:49:39.683510] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:49:39.686927] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:49:39.690097] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:49:39.693373] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:49:39.697193] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:49:39.697318] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:49:42.701937] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:49:42.705505] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:49:42.708965] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:49:42.712392] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:49:42.715843] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:49:42.715924] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:49:45.720744] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:49:45.724067] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:49:45.728742] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:49:45.733823] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:49:45.739605] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:49:45.739765] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:49:48.745445] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:49:48.750253] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:49:48.754734] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:49:48.759132] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:49:48.763558] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:49:48.763660] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:49:51.769593] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:49:51.774780] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:49:51.779104] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:49:51.782650] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:49:51.785908] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:49:51.786000] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:49:54.790888] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:49:54.794095] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:49:54.797361] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:49:54.800601] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:49:54.803815] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:49:54.803878] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:49:57.808681] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:49:57.812286] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:49:57.815705] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:49:57.819065] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:49:57.822303] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:49:57.822386] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:50:00.827190] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:50:00.830951] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:50:00.834462] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:50:00.837867] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:50:00.841384] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:50:00.841554] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:50:03.846437] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:50:03.849875] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:50:03.853183] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:50:03.856455] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:50:03.860680] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:50:03.860804] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:50:06.865677] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:50:06.869110] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:50:06.907472] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:50:06.948408] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:50:06.994057] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:50:06.994194] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:50:09.998593] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:50:10.002701] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:50:10.007020] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:50:10.010685] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:50:10.014689] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:50:10.014793] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:50:13.019063] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:50:13.022288] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:50:13.025455] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:50:13.028601] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:50:13.031734] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:50:13.031797] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:50:16.036558] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:50:16.040055] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:50:16.089671] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:50:16.125288] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:50:16.161397] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:50:16.161501] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:50:19.166286] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:50:19.169669] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:50:19.172796] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:50:19.175907] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:50:19.179133] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:50:19.179202] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:50:22.183681] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:50:22.187530] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:50:22.191035] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:50:22.194247] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:50:22.197429] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:50:22.197494] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:50:25.202194] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:50:25.205587] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:50:25.208888] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:50:25.212478] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:50:25.216256] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:50:25.216362] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:50:28.221093] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:50:28.224449] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:50:28.227760] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:50:28.231176] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:50:28.234550] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:50:28.234653] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:50:31.239522] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:50:31.242868] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:50:31.246141] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-01T20:50:31.249335] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:50:31.252470] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:50:31.252535] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-01T20:50:34.257932] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-01T20:50:34.261411] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:50:34.264612] [WARN ] [sig-status] Service 'sig' is not running.
[2025-12-01T20:50:34.267737] [WARN ] [sig-status] Service 'sig' is not running, has completed successfully since the last trading day (2025-12-01), and is a dependency of this service.
[2025-12-01T20:50:34.270919] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-01T20:50:34.274028] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-01T20:50:34.274244] [WARN ] [STATE     ] State set to: RUNNING
[2025-12-01T20:50:34.274303] [INFO ] [MODE      ] Using multithreaded
[2025-12-01T20:50:34.274344] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-01T20:50:34.278880] [DEBUG] [REMOTE    ] Found 35 available forecast dates.
[2025-12-01T20:50:34.279052] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-02.txt'.
[2025-12-01T20:50:34.284611] [DEBUG] [REMOTE    ] Fetched 2837 signal forecasts for 2025-12-02.
[2025-12-01T20:50:34.307274] [INFO ] [main      ] Starting parallel forecast configuration with 4 worker processes for 0 symbols
[2025-12-01T20:50:34.308449] [INFO ] [main      ] Parallel configuration completed in 0.0s. Processed 0 symbols.
[2025-12-01T20:50:34.308515] [INFO ] [main      ] Configuration success rate: 0.0% (0/0 symbols)
[2025-12-01T20:50:35.130327] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: MAG Forecast Configuration Completed (0/0 @ 0.00%)'
[2025-12-01T20:50:35.141098] [INFO ] [MODE      ] Using multithreaded
[2025-12-01T20:50:35.141262] [INFO ] [main      ] Fetching signal forecasts...
[2025-12-01T20:50:35.141345] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-01T20:50:35.150017] [DEBUG] [REMOTE    ] Found 35 available forecast dates.
[2025-12-01T20:50:35.150284] [INFO ] [main      ] Found available forecast date (2025-12-02).
[2025-12-01T20:50:35.150369] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-02.txt'.
[2025-12-01T20:50:35.159853] [DEBUG] [REMOTE    ] Fetched 2837 signal forecasts for 2025-12-02.
[2025-12-01T20:50:35.160146] [INFO ] [main      ] Fetched 2837 forecasts.
[2025-12-01T20:50:35.160498] [INFO ] [main      ] Found 769 high-confidence bullish forecasts (>= 80.0%).
[2025-12-01T20:50:35.160615] [INFO ] [main      ] Starting parallel forecast generation with 4 worker processes for 769 symbols
[2025-12-01T20:50:35.203012] [INFO ] [main      ] Fetching symbol history for PCN...
[2025-12-01T20:50:35.202875] [INFO ] [main      ] Fetching symbol history for SEDG...
[2025-12-01T20:50:35.203299] [DEBUG] [REMOTE    ] PCN: Fetching historical data.
[2025-12-01T20:50:35.203309] [DEBUG] [REMOTE    ] SEDG: Fetching historical data.
[2025-12-01T20:50:35.203135] [INFO ] [main      ] Fetching symbol history for DGRE...
[2025-12-01T20:50:35.203951] [DEBUG] [REMOTE    ] DGRE: Fetching historical data.
[2025-12-01T20:50:35.205109] [INFO ] [main      ] Fetching symbol history for TSQ...
[2025-12-01T20:50:35.205480] [DEBUG] [REMOTE    ] TSQ: Fetching historical data.
[2025-12-01T20:50:35.229612] [DEBUG] [REMOTE    ] PCN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:35.230802] [DEBUG] [LOCAL     ] Loaded configuration for PCN: 4 features, N/A% accuracy
[2025-12-01T20:50:35.230898] [INFO ] [LOCAL     ] PCN: Loaded 4 optimal features with 56.27% confidence from JSON config
[2025-12-01T20:50:35.230937] [DEBUG] [MAG       ] Building data for symbol: PCN with lookback: 0
[2025-12-01T20:50:35.231024] [DEBUG] [REMOTE    ] DGRE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:35.232323] [DEBUG] [LOCAL     ] Loaded configuration for DGRE: 2 features, N/A% accuracy
[2025-12-01T20:50:35.232388] [INFO ] [LOCAL     ] DGRE: Loaded 2 optimal features with 51.96% confidence from JSON config
[2025-12-01T20:50:35.232426] [DEBUG] [MAG       ] Building data for symbol: DGRE with lookback: 0
[2025-12-01T20:50:35.232899] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:50:35.233006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:35.234279] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:50:35.234369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:35.237916] [DEBUG] [REMOTE    ] TSQ: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:35.239511] [DEBUG] [LOCAL     ] Loaded configuration for TSQ: 4 features, N/A% accuracy
[2025-12-01T20:50:35.239633] [INFO ] [LOCAL     ] TSQ: Loaded 4 optimal features with 55.88% confidence from JSON config
[2025-12-01T20:50:35.239691] [DEBUG] [MAG       ] Building data for symbol: TSQ with lookback: 0
[2025-12-01T20:50:35.240315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:35.242412] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:50:35.242542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:35.242886] [DEBUG] [REMOTE    ] SEDG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:35.243535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:35.244026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:50:35.244287] [DEBUG] [LOCAL     ] Loaded configuration for SEDG: 1 features, N/A% accuracy
[2025-12-01T20:50:35.244378] [INFO ] [LOCAL     ] SEDG: Loaded 1 optimal features with 37.78% confidence from JSON config
[2025-12-01T20:50:35.244446] [DEBUG] [MAG       ] Building data for symbol: SEDG with lookback: 0
[2025-12-01T20:50:35.244644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:50:35.245555] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:35.247059] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:50:35.247175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:35.248723] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:35.252460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:50:35.256073] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:35.257997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:50:35.260509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:50:35.261500] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:35.592793] [DEBUG] [MAG       ] PCN: Last date is validated at 2025-12-01
[2025-12-01T20:50:35.677850] [DEBUG] [MAG       ] DGRE: Last date is validated at 2025-12-01
[2025-12-01T20:50:35.696934] [DEBUG] [MAG       ] TSQ: Last date is validated at 2025-12-01
[2025-12-01T20:50:35.700232] [DEBUG] [MAG       ] SEDG: Last date is validated at 2025-12-01
[2025-12-01T20:50:35.778438] [DEBUG] [MAG       ] PCN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:35.849879] [INFO ] [LOCAL     ] PCN: Saved forecast.
[2025-12-01T20:50:35.849955] [INFO ] [main      ] PCN: Signal=1 (Conf=100.0%), Magnitude=-0.47% (Conf=56.2675%)
[2025-12-01T20:50:35.850232] [INFO ] [main      ] Fetching symbol history for CNK...
[2025-12-01T20:50:35.850283] [DEBUG] [REMOTE    ] CNK: Fetching historical data.
[2025-12-01T20:50:35.851674] [INFO ] [main      ] Progress: 1/769 forecasts completed (0.1%). PCN finished in 0.6s. ETA: 8m 51s. Rate: 86.83 forecasts/min
[2025-12-01T20:50:35.852535] [DEBUG] [MAG       ] DGRE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:35.861139] [DEBUG] [REMOTE    ] CNK: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:35.862265] [DEBUG] [LOCAL     ] Loaded configuration for CNK: 6 features, N/A% accuracy
[2025-12-01T20:50:35.862320] [INFO ] [LOCAL     ] CNK: Loaded 6 optimal features with 53.39% confidence from JSON config
[2025-12-01T20:50:35.862352] [DEBUG] [MAG       ] Building data for symbol: CNK with lookback: 0
[2025-12-01T20:50:35.863178] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:50:35.863239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:35.865063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:35.865685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:35.866129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:35.866562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:50:35.874699] [DEBUG] [MAG       ] TSQ: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:35.897215] [DEBUG] [MAG       ] SEDG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:35.918429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:50:35.919962] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:35.933735] [INFO ] [LOCAL     ] DGRE: Saved forecast.
[2025-12-01T20:50:35.933818] [INFO ] [main      ] DGRE: Signal=1 (Conf=100.0%), Magnitude=0.54% (Conf=51.9643%)
[2025-12-01T20:50:35.934330] [INFO ] [main      ] Fetching symbol history for STEM...
[2025-12-01T20:50:35.934389] [DEBUG] [REMOTE    ] STEM: Fetching historical data.
[2025-12-01T20:50:35.934694] [INFO ] [main      ] Progress: 2/769 forecasts completed (0.3%). DGRE finished in 0.7s. ETA: 4m 57s. Rate: 155.04 forecasts/min
[2025-12-01T20:50:35.946858] [DEBUG] [REMOTE    ] STEM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:35.948060] [DEBUG] [LOCAL     ] Loaded configuration for STEM: 5 features, N/A% accuracy
[2025-12-01T20:50:35.948116] [INFO ] [LOCAL     ] STEM: Loaded 5 optimal features with 59.84% confidence from JSON config
[2025-12-01T20:50:35.948149] [DEBUG] [MAG       ] Building data for symbol: STEM with lookback: 0
[2025-12-01T20:50:35.949167] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:50:35.949230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:35.954448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:50:35.955457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:50:35.956619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:50:35.958570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:50:35.959349] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:35.966963] [INFO ] [LOCAL     ] TSQ: Saved forecast.
[2025-12-01T20:50:35.967048] [INFO ] [main      ] TSQ: Signal=1 (Conf=100.0%), Magnitude=-3.02% (Conf=55.8827%)
[2025-12-01T20:50:35.967639] [INFO ] [main      ] Progress: 3/769 forecasts completed (0.4%). TSQ finished in 0.8s. ETA: 3m 26s. Rate: 223.06 forecasts/min
[2025-12-01T20:50:35.967780] [INFO ] [main      ] Fetching symbol history for RRGB...
[2025-12-01T20:50:35.967831] [DEBUG] [REMOTE    ] RRGB: Fetching historical data.
[2025-12-01T20:50:35.979112] [DEBUG] [REMOTE    ] RRGB: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:35.980300] [DEBUG] [LOCAL     ] Loaded configuration for RRGB: 6 features, N/A% accuracy
[2025-12-01T20:50:35.980372] [INFO ] [LOCAL     ] RRGB: Loaded 6 optimal features with 56.01% confidence from JSON config
[2025-12-01T20:50:35.980404] [DEBUG] [MAG       ] Building data for symbol: RRGB with lookback: 0
[2025-12-01T20:50:35.981341] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:50:35.981411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:35.986756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:35.989018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:35.989693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:35.990144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:50:35.991379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-01T20:50:35.992114] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:36.017198] [INFO ] [LOCAL     ] SEDG: Saved forecast.
[2025-12-01T20:50:36.017295] [INFO ] [main      ] SEDG: Signal=1 (Conf=100.0%), Magnitude=-5.67% (Conf=37.7786%)
[2025-12-01T20:50:36.017862] [INFO ] [main      ] Fetching symbol history for TS...
[2025-12-01T20:50:36.017934] [DEBUG] [REMOTE    ] TS: Fetching historical data.
[2025-12-01T20:50:36.019164] [INFO ] [main      ] Progress: 4/769 forecasts completed (0.5%). SEDG finished in 0.8s. ETA: 2m 44s. Rate: 279.57 forecasts/min
[2025-12-01T20:50:36.033613] [DEBUG] [REMOTE    ] TS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:36.034974] [DEBUG] [LOCAL     ] Loaded configuration for TS: 1 features, N/A% accuracy
[2025-12-01T20:50:36.035051] [INFO ] [LOCAL     ] TS: Loaded 1 optimal features with 63.90% confidence from JSON config
[2025-12-01T20:50:36.035095] [DEBUG] [MAG       ] Building data for symbol: TS with lookback: 0
[2025-12-01T20:50:36.036337] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:50:36.036437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:36.043602] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:36.287473] [DEBUG] [MAG       ] CNK: Last date is validated at 2025-12-01
[2025-12-01T20:50:36.330968] [DEBUG] [MAG       ] STEM: Last date is validated at 2025-12-01
[2025-12-01T20:50:36.378958] [DEBUG] [MAG       ] RRGB: Last date is validated at 2025-12-01
[2025-12-01T20:50:36.396899] [DEBUG] [MAG       ] TS: Last date is validated at 2025-12-01
[2025-12-01T20:50:36.465125] [DEBUG] [MAG       ] CNK: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:36.497272] [DEBUG] [MAG       ] STEM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:36.545476] [DEBUG] [MAG       ] RRGB: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:36.548178] [INFO ] [LOCAL     ] CNK: Saved forecast.
[2025-12-01T20:50:36.548237] [INFO ] [main      ] CNK: Signal=1 (Conf=100.0%), Magnitude=-3.05% (Conf=53.3928%)
[2025-12-01T20:50:36.548753] [INFO ] [main      ] Fetching symbol history for SOJC...
[2025-12-01T20:50:36.548805] [DEBUG] [REMOTE    ] SOJC: Fetching historical data.
[2025-12-01T20:50:36.549629] [INFO ] [main      ] Progress: 5/769 forecasts completed (0.7%). CNK finished in 0.7s. ETA: 3m 32s. Rate: 215.99 forecasts/min
[2025-12-01T20:50:36.560422] [DEBUG] [REMOTE    ] SOJC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:36.561447] [DEBUG] [LOCAL     ] Loaded configuration for SOJC: 4 features, N/A% accuracy
[2025-12-01T20:50:36.561499] [INFO ] [LOCAL     ] SOJC: Loaded 4 optimal features with 51.36% confidence from JSON config
[2025-12-01T20:50:36.561531] [DEBUG] [MAG       ] Building data for symbol: SOJC with lookback: 0
[2025-12-01T20:50:36.562310] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:50:36.562370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:36.564733] [DEBUG] [MAG       ] TS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:36.567151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:36.569050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:36.569558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:50:36.605778] [INFO ] [LOCAL     ] STEM: Saved forecast.
[2025-12-01T20:50:36.605846] [INFO ] [main      ] STEM: Signal=1 (Conf=100.0%), Magnitude=-16.29% (Conf=59.8362%)
[2025-12-01T20:50:36.606312] [INFO ] [main      ] Fetching symbol history for NVO...
[2025-12-01T20:50:36.606364] [DEBUG] [REMOTE    ] NVO: Fetching historical data.
[2025-12-01T20:50:36.606348] [INFO ] [main      ] Progress: 6/769 forecasts completed (0.8%). STEM finished in 0.7s. ETA: 3m 4s. Rate: 249.02 forecasts/min
[2025-12-01T20:50:36.610589] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:36.617111] [DEBUG] [REMOTE    ] NVO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:36.617537] [INFO ] [LOCAL     ] RRGB: Saved forecast.
[2025-12-01T20:50:36.617621] [INFO ] [main      ] RRGB: Signal=1 (Conf=100.0%), Magnitude=-5.01% (Conf=56.0096%)
[2025-12-01T20:50:36.617981] [INFO ] [main      ] Fetching symbol history for PVL...
[2025-12-01T20:50:36.618031] [DEBUG] [REMOTE    ] PVL: Fetching historical data.
[2025-12-01T20:50:36.618181] [DEBUG] [LOCAL     ] Loaded configuration for NVO: 6 features, N/A% accuracy
[2025-12-01T20:50:36.618235] [INFO ] [LOCAL     ] NVO: Loaded 6 optimal features with 56.02% confidence from JSON config
[2025-12-01T20:50:36.618265] [DEBUG] [MAG       ] Building data for symbol: NVO with lookback: 0
[2025-12-01T20:50:36.617973] [INFO ] [main      ] Progress: 7/769 forecasts completed (0.9%). RRGB finished in 0.6s. ETA: 2m 39s. Rate: 288.21 forecasts/min
[2025-12-01T20:50:36.619141] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:50:36.619206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:36.621319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:36.622158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:36.622905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:50:36.625132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:50:36.625965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-01T20:50:36.626825] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:36.629419] [DEBUG] [REMOTE    ] PVL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:36.630137] [DEBUG] [LOCAL     ] Loaded configuration for PVL: 7 features, N/A% accuracy
[2025-12-01T20:50:36.630187] [INFO ] [LOCAL     ] PVL: Loaded 7 optimal features with 40.39% confidence from JSON config
[2025-12-01T20:50:36.630229] [DEBUG] [MAG       ] Building data for symbol: PVL with lookback: 0
[2025-12-01T20:50:36.630990] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:50:36.631051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:36.636067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-01T20:50:36.637297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:36.639259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:36.639772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:50:36.641362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-01T20:50:36.643320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-01T20:50:36.646092] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:36.649100] [INFO ] [LOCAL     ] TS: Saved forecast.
[2025-12-01T20:50:36.649155] [INFO ] [main      ] TS: Signal=1 (Conf=100.0%), Magnitude=0.37% (Conf=63.9039%)
[2025-12-01T20:50:36.649322] [INFO ] [main      ] Fetching symbol history for NKSH...
[2025-12-01T20:50:36.649365] [DEBUG] [REMOTE    ] NKSH: Fetching historical data.
[2025-12-01T20:50:36.650322] [INFO ] [main      ] Progress: 8/769 forecasts completed (1.0%). TS finished in 0.6s. ETA: 2m 22s. Rate: 322.23 forecasts/min
[2025-12-01T20:50:36.659875] [DEBUG] [REMOTE    ] NKSH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:36.660853] [DEBUG] [LOCAL     ] Loaded configuration for NKSH: 3 features, N/A% accuracy
[2025-12-01T20:50:36.660913] [INFO ] [LOCAL     ] NKSH: Loaded 3 optimal features with 55.28% confidence from JSON config
[2025-12-01T20:50:36.660944] [DEBUG] [MAG       ] Building data for symbol: NKSH with lookback: 0
[2025-12-01T20:50:36.661701] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:50:36.661770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:50:36.662867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:50:36.663616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:50:36.666401] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:36.944794] [DEBUG] [MAG       ] SOJC: Last date is validated at 2025-12-01
[2025-12-01T20:50:36.955989] [DEBUG] [MAG       ] NVO: Last date is validated at 2025-12-01
[2025-12-01T20:50:36.977049] [DEBUG] [MAG       ] PVL: Last date is validated at 2025-12-01
[2025-12-01T20:50:36.994175] [DEBUG] [MAG       ] NKSH: Last date is validated at 2025-12-01
[2025-12-01T20:50:37.110282] [DEBUG] [MAG       ] SOJC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:37.120914] [DEBUG] [MAG       ] NVO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:37.144504] [DEBUG] [MAG       ] PVL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:37.161526] [DEBUG] [MAG       ] NKSH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:37.171645] [INFO ] [LOCAL     ] SOJC: Saved forecast.
[2025-12-01T20:50:37.171709] [INFO ] [main      ] SOJC: Signal=1 (Conf=100.0%), Magnitude=-0.31% (Conf=51.3622%)
[2025-12-01T20:50:37.172031] [INFO ] [main      ] Fetching symbol history for RUSHB...
[2025-12-01T20:50:37.172080] [DEBUG] [REMOTE    ] RUSHB: Fetching historical data.
[2025-12-01T20:50:37.172636] [INFO ] [main      ] Progress: 9/769 forecasts completed (1.2%). SOJC finished in 0.6s. ETA: 2m 50s. Rate: 268.40 forecasts/min
[2025-12-01T20:50:37.183453] [DEBUG] [REMOTE    ] RUSHB: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:37.184647] [DEBUG] [LOCAL     ] Loaded configuration for RUSHB: 3 features, N/A% accuracy
[2025-12-01T20:50:37.184696] [INFO ] [LOCAL     ] RUSHB: Loaded 3 optimal features with 54.82% confidence from JSON config
[2025-12-01T20:50:37.184727] [DEBUG] [MAG       ] Building data for symbol: RUSHB with lookback: 0
[2025-12-01T20:50:37.185481] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:50:37.185539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:37.187230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:37.187824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:50:37.189258] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:37.234658] [INFO ] [LOCAL     ] NKSH: Saved forecast.
[2025-12-01T20:50:37.234729] [INFO ] [main      ] NKSH: Signal=1 (Conf=100.0%), Magnitude=-2.00% (Conf=55.2775%)
[2025-12-01T20:50:37.234881] [INFO ] [main      ] Fetching symbol history for PSCH...
[2025-12-01T20:50:37.234923] [DEBUG] [REMOTE    ] PSCH: Fetching historical data.
[2025-12-01T20:50:37.235891] [INFO ] [main      ] Progress: 10/769 forecasts completed (1.3%). NKSH finished in 0.6s. ETA: 2m 38s. Rate: 289.13 forecasts/min
[2025-12-01T20:50:37.245663] [DEBUG] [REMOTE    ] PSCH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:37.246644] [DEBUG] [LOCAL     ] Loaded configuration for PSCH: 0 features, N/A% accuracy
[2025-12-01T20:50:37.246695] [INFO ] [LOCAL     ] PSCH: Loaded 0 optimal features with 64.82% confidence from JSON config
[2025-12-01T20:50:37.246725] [DEBUG] [MAG       ] Building data for symbol: PSCH with lookback: 0
[2025-12-01T20:50:37.247451] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-01T20:50:37.258330] [INFO ] [LOCAL     ] PVL: Saved forecast.
[2025-12-01T20:50:37.258402] [INFO ] [main      ] PVL: Signal=1 (Conf=100.0%), Magnitude=0.41% (Conf=40.3916%)
[2025-12-01T20:50:37.258452] [INFO ] [LOCAL     ] NVO: Saved forecast.
[2025-12-01T20:50:37.258521] [INFO ] [main      ] NVO: Signal=1 (Conf=100.0%), Magnitude=-2.80% (Conf=56.0234%)
[2025-12-01T20:50:37.258772] [INFO ] [main      ] Fetching symbol history for BFK...
[2025-12-01T20:50:37.258823] [DEBUG] [REMOTE    ] BFK: Fetching historical data.
[2025-12-01T20:50:37.259000] [INFO ] [main      ] Fetching symbol history for XYL...
[2025-12-01T20:50:37.259051] [DEBUG] [REMOTE    ] XYL: Fetching historical data.
[2025-12-01T20:50:37.259794] [INFO ] [main      ] Progress: 11/769 forecasts completed (1.4%). PVL finished in 0.6s. ETA: 2m 25s. Rate: 314.42 forecasts/min
[2025-12-01T20:50:37.259875] [INFO ] [main      ] Progress: 12/769 forecasts completed (1.6%). NVO finished in 0.7s. ETA: 2m 12s. Rate: 342.99 forecasts/min
[2025-12-01T20:50:37.268868] [DEBUG] [REMOTE    ] BFK: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:37.269496] [DEBUG] [REMOTE    ] XYL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:37.269666] [DEBUG] [LOCAL     ] Loaded configuration for BFK: 3 features, N/A% accuracy
[2025-12-01T20:50:37.269719] [INFO ] [LOCAL     ] BFK: Loaded 3 optimal features with 46.11% confidence from JSON config
[2025-12-01T20:50:37.269781] [DEBUG] [MAG       ] Building data for symbol: BFK with lookback: 0
[2025-12-01T20:50:37.270270] [DEBUG] [LOCAL     ] Loaded configuration for XYL: 6 features, N/A% accuracy
[2025-12-01T20:50:37.270329] [INFO ] [LOCAL     ] XYL: Loaded 6 optimal features with 66.98% confidence from JSON config
[2025-12-01T20:50:37.270360] [DEBUG] [MAG       ] Building data for symbol: XYL with lookback: 0
[2025-12-01T20:50:37.270561] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:50:37.270638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:50:37.271117] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:50:37.271175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:37.271343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:50:37.273311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:50:37.274037] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:37.276120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:50:37.276965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:50:37.279310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:50:37.317280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:50:37.318297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:50:37.319357] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:37.520040] [DEBUG] [MAG       ] RUSHB: Last date is validated at 2025-12-01
[2025-12-01T20:50:37.577755] [DEBUG] [MAG       ] PSCH: Last date is validated at 2025-12-01
[2025-12-01T20:50:37.599957] [DEBUG] [MAG       ] BFK: Last date is validated at 2025-12-01
[2025-12-01T20:50:37.647610] [DEBUG] [MAG       ] XYL: Last date is validated at 2025-12-01
[2025-12-01T20:50:37.682778] [DEBUG] [MAG       ] RUSHB: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:37.743023] [DEBUG] [MAG       ] PSCH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:37.760973] [DEBUG] [MAG       ] BFK: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:37.763399] [INFO ] [LOCAL     ] RUSHB: Saved forecast.
[2025-12-01T20:50:37.763462] [INFO ] [main      ] RUSHB: Signal=1 (Conf=100.0%), Magnitude=-0.10% (Conf=54.8245%)
[2025-12-01T20:50:37.763813] [INFO ] [main      ] Fetching symbol history for IBM...
[2025-12-01T20:50:37.763863] [DEBUG] [REMOTE    ] IBM: Fetching historical data.
[2025-12-01T20:50:37.764656] [INFO ] [main      ] Progress: 13/769 forecasts completed (1.7%). RUSHB finished in 0.6s. ETA: 2m 31s. Rate: 299.54 forecasts/min
[2025-12-01T20:50:37.774723] [DEBUG] [REMOTE    ] IBM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:37.775592] [DEBUG] [LOCAL     ] Loaded configuration for IBM: 3 features, N/A% accuracy
[2025-12-01T20:50:37.775641] [INFO ] [LOCAL     ] IBM: Loaded 3 optimal features with 72.49% confidence from JSON config
[2025-12-01T20:50:37.775672] [DEBUG] [MAG       ] Building data for symbol: IBM with lookback: 0
[2025-12-01T20:50:37.776399] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:50:37.776456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:50:37.777158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:50:37.778019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:50:37.779766] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:37.812787] [DEBUG] [MAG       ] XYL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:37.813021] [INFO ] [LOCAL     ] BFK: Saved forecast.
[2025-12-01T20:50:37.813086] [INFO ] [main      ] BFK: Signal=1 (Conf=100.0%), Magnitude=-0.27% (Conf=46.1078%)
[2025-12-01T20:50:37.813240] [INFO ] [main      ] Fetching symbol history for RAIL...
[2025-12-01T20:50:37.813282] [DEBUG] [REMOTE    ] RAIL: Fetching historical data.
[2025-12-01T20:50:37.813817] [INFO ] [main      ] Progress: 14/769 forecasts completed (1.8%). BFK finished in 0.6s. ETA: 2m 23s. Rate: 316.61 forecasts/min
[2025-12-01T20:50:37.816977] [INFO ] [LOCAL     ] PSCH: Saved forecast.
[2025-12-01T20:50:37.817039] [INFO ] [main      ] PSCH: Signal=1 (Conf=100.0%), Magnitude=0.67% (Conf=64.8248%)
[2025-12-01T20:50:37.817363] [INFO ] [main      ] Fetching symbol history for VLO...
[2025-12-01T20:50:37.817410] [DEBUG] [REMOTE    ] VLO: Fetching historical data.
[2025-12-01T20:50:37.817416] [INFO ] [main      ] Progress: 15/769 forecasts completed (2.0%). PSCH finished in 0.6s. ETA: 2m 14s. Rate: 338.76 forecasts/min
[2025-12-01T20:50:37.825141] [DEBUG] [REMOTE    ] RAIL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:37.826160] [DEBUG] [LOCAL     ] Loaded configuration for RAIL: 1 features, N/A% accuracy
[2025-12-01T20:50:37.826212] [INFO ] [LOCAL     ] RAIL: Loaded 1 optimal features with 49.20% confidence from JSON config
[2025-12-01T20:50:37.826243] [DEBUG] [MAG       ] Building data for symbol: RAIL with lookback: 0
[2025-12-01T20:50:37.827003] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:50:37.827060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:50:37.830133] [DEBUG] [REMOTE    ] VLO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:37.831124] [DEBUG] [LOCAL     ] Loaded configuration for VLO: 4 features, N/A% accuracy
[2025-12-01T20:50:37.831174] [INFO ] [LOCAL     ] VLO: Loaded 4 optimal features with 52.81% confidence from JSON config
[2025-12-01T20:50:37.831203] [DEBUG] [MAG       ] Building data for symbol: VLO with lookback: 0
[2025-12-01T20:50:37.831267] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:37.834384] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:50:37.834441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:37.836113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:37.836708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:37.837151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:37.837556] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:37.925958] [INFO ] [LOCAL     ] XYL: Saved forecast.
[2025-12-01T20:50:37.926024] [INFO ] [main      ] XYL: Signal=1 (Conf=100.0%), Magnitude=1.67% (Conf=66.98%)
[2025-12-01T20:50:37.926190] [INFO ] [main      ] Fetching symbol history for IEF...
[2025-12-01T20:50:37.926233] [DEBUG] [REMOTE    ] IEF: Fetching historical data.
[2025-12-01T20:50:37.927659] [INFO ] [main      ] Progress: 16/769 forecasts completed (2.1%). XYL finished in 0.7s. ETA: 2m 10s. Rate: 346.95 forecasts/min
[2025-12-01T20:50:37.939181] [DEBUG] [REMOTE    ] IEF: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:37.939928] [DEBUG] [LOCAL     ] Loaded configuration for IEF: 8 features, N/A% accuracy
[2025-12-01T20:50:37.939978] [INFO ] [LOCAL     ] IEF: Loaded 8 optimal features with 48.79% confidence from JSON config
[2025-12-01T20:50:37.940008] [DEBUG] [MAG       ] Building data for symbol: IEF with lookback: 0
[2025-12-01T20:50:37.940817] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:50:37.940879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:37.945652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:37.947832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:37.948854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:37.949332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:50:37.950362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:37.950846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:50:37.952112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-01T20:50:37.954127] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:38.110878] [DEBUG] [MAG       ] IBM: Last date is validated at 2025-12-01
[2025-12-01T20:50:38.159510] [DEBUG] [MAG       ] RAIL: Last date is validated at 2025-12-01
[2025-12-01T20:50:38.173606] [DEBUG] [MAG       ] VLO: Last date is validated at 2025-12-01
[2025-12-01T20:50:38.277569] [DEBUG] [MAG       ] IBM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:38.284125] [DEBUG] [MAG       ] IEF: Last date is validated at 2025-12-01
[2025-12-01T20:50:38.320005] [DEBUG] [MAG       ] RAIL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:38.343191] [DEBUG] [MAG       ] VLO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:38.392254] [INFO ] [LOCAL     ] RAIL: Saved forecast.
[2025-12-01T20:50:38.392319] [INFO ] [main      ] RAIL: Signal=1 (Conf=100.0%), Magnitude=2.53% (Conf=49.2043%)
[2025-12-01T20:50:38.392680] [INFO ] [main      ] Fetching symbol history for LPSN...
[2025-12-01T20:50:38.392730] [DEBUG] [REMOTE    ] LPSN: Fetching historical data.
[2025-12-01T20:50:38.393528] [INFO ] [main      ] Progress: 17/769 forecasts completed (2.2%). RAIL finished in 0.6s. ETA: 2m 23s. Rate: 315.51 forecasts/min
[2025-12-01T20:50:38.403432] [DEBUG] [REMOTE    ] LPSN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:38.404406] [DEBUG] [LOCAL     ] Loaded configuration for LPSN: 2 features, N/A% accuracy
[2025-12-01T20:50:38.404461] [INFO ] [LOCAL     ] LPSN: Loaded 2 optimal features with 48.89% confidence from JSON config
[2025-12-01T20:50:38.404491] [DEBUG] [MAG       ] Building data for symbol: LPSN with lookback: 0
[2025-12-01T20:50:38.405250] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:50:38.405305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:50:38.406003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-01T20:50:38.406152] [INFO ] [LOCAL     ] IBM: Saved forecast.
[2025-12-01T20:50:38.406215] [INFO ] [main      ] IBM: Signal=1 (Conf=100.0%), Magnitude=0.24% (Conf=72.4875%)
[2025-12-01T20:50:38.406555] [INFO ] [main      ] Fetching symbol history for SO...
[2025-12-01T20:50:38.406622] [DEBUG] [REMOTE    ] SO: Fetching historical data.
[2025-12-01T20:50:38.406651] [INFO ] [main      ] Progress: 18/769 forecasts completed (2.3%). IBM finished in 0.6s. ETA: 2m 15s. Rate: 332.72 forecasts/min
[2025-12-01T20:50:38.406808] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:38.417791] [DEBUG] [REMOTE    ] SO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:38.418840] [DEBUG] [LOCAL     ] Loaded configuration for SO: 2 features, N/A% accuracy
[2025-12-01T20:50:38.418889] [INFO ] [LOCAL     ] SO: Loaded 2 optimal features with 46.66% confidence from JSON config
[2025-12-01T20:50:38.418918] [DEBUG] [MAG       ] Building data for symbol: SO with lookback: 0
[2025-12-01T20:50:38.419685] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:50:38.419740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:50:38.421258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-01T20:50:38.422035] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:38.452233] [DEBUG] [MAG       ] IEF: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:38.463725] [INFO ] [LOCAL     ] VLO: Saved forecast.
[2025-12-01T20:50:38.463790] [INFO ] [main      ] VLO: Signal=1 (Conf=100.0%), Magnitude=-2.41% (Conf=52.8113%)
[2025-12-01T20:50:38.464149] [INFO ] [main      ] Fetching symbol history for ECPG...
[2025-12-01T20:50:38.464199] [DEBUG] [REMOTE    ] ECPG: Fetching historical data.
[2025-12-01T20:50:38.464622] [INFO ] [main      ] Progress: 19/769 forecasts completed (2.5%). VLO finished in 0.6s. ETA: 2m 10s. Rate: 345.04 forecasts/min
[2025-12-01T20:50:38.476343] [DEBUG] [REMOTE    ] ECPG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:38.477259] [DEBUG] [LOCAL     ] Loaded configuration for ECPG: 7 features, N/A% accuracy
[2025-12-01T20:50:38.477327] [INFO ] [LOCAL     ] ECPG: Loaded 7 optimal features with 51.10% confidence from JSON config
[2025-12-01T20:50:38.477358] [DEBUG] [MAG       ] Building data for symbol: ECPG with lookback: 0
[2025-12-01T20:50:38.478184] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:50:38.478245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:38.483014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:38.487229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:38.487750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:50:38.488541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:50:38.525537] [INFO ] [LOCAL     ] IEF: Saved forecast.
[2025-12-01T20:50:38.525651] [INFO ] [main      ] IEF: Signal=1 (Conf=100.0%), Magnitude=-0.33% (Conf=48.7917%)
[2025-12-01T20:50:38.525809] [INFO ] [main      ] Fetching symbol history for BAM...
[2025-12-01T20:50:38.525852] [DEBUG] [REMOTE    ] BAM: Fetching historical data.
[2025-12-01T20:50:38.527630] [INFO ] [main      ] Progress: 20/769 forecasts completed (2.6%). IEF finished in 0.6s. ETA: 2m 6s. Rate: 356.41 forecasts/min
[2025-12-01T20:50:38.537223] [DEBUG] [REMOTE    ] BAM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:38.538030] [DEBUG] [LOCAL     ] Loaded configuration for BAM: 9 features, N/A% accuracy
[2025-12-01T20:50:38.538079] [INFO ] [LOCAL     ] BAM: Loaded 9 optimal features with 68.32% confidence from JSON config
[2025-12-01T20:50:38.538108] [DEBUG] [MAG       ] Building data for symbol: BAM with lookback: 0
[2025-12-01T20:50:38.538937] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:50:38.539007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:38.543682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:38.545402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:38.545880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:50:38.546615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:50:38.547382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:50:38.548156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:50:38.550770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-01T20:50:38.551471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:50:38.552466] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:38.601006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:50:38.605915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-01T20:50:38.606788] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:38.735058] [DEBUG] [MAG       ] LPSN: Last date is validated at 2025-12-01
[2025-12-01T20:50:38.752823] [DEBUG] [MAG       ] SO: Last date is validated at 2025-12-01
[2025-12-01T20:50:38.881454] [DEBUG] [MAG       ] BAM: Last date is validated at 2025-12-01
[2025-12-01T20:50:38.897620] [DEBUG] [MAG       ] LPSN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:38.917480] [DEBUG] [MAG       ] SO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:38.971917] [DEBUG] [MAG       ] ECPG: Last date is validated at 2025-12-01
[2025-12-01T20:50:38.989762] [INFO ] [LOCAL     ] LPSN: Saved forecast.
[2025-12-01T20:50:38.989826] [INFO ] [main      ] LPSN: Signal=1 (Conf=100.0%), Magnitude=10.49% (Conf=48.8904%)
[2025-12-01T20:50:38.990156] [INFO ] [main      ] Progress: 21/769 forecasts completed (2.7%). LPSN finished in 0.6s. ETA: 2m 16s. Rate: 329.03 forecasts/min
[2025-12-01T20:50:38.990273] [INFO ] [main      ] Fetching symbol history for AEMD...
[2025-12-01T20:50:38.990315] [DEBUG] [REMOTE    ] AEMD: Fetching historical data.
[2025-12-01T20:50:39.000312] [INFO ] [LOCAL     ] SO: Saved forecast.
[2025-12-01T20:50:39.000387] [INFO ] [main      ] SO: Signal=1 (Conf=100.0%), Magnitude=-0.64% (Conf=46.663%)
[2025-12-01T20:50:39.000773] [INFO ] [main      ] Fetching symbol history for AGNCO...
[2025-12-01T20:50:39.000822] [DEBUG] [REMOTE    ] AGNCO: Fetching historical data.
[2025-12-01T20:50:39.002059] [INFO ] [main      ] Progress: 22/769 forecasts completed (2.9%). SO finished in 0.6s. ETA: 2m 10s. Rate: 343.63 forecasts/min
[2025-12-01T20:50:39.002361] [DEBUG] [REMOTE    ] AEMD: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:39.003303] [DEBUG] [LOCAL     ] Loaded configuration for AEMD: 3 features, N/A% accuracy
[2025-12-01T20:50:39.003349] [INFO ] [LOCAL     ] AEMD: Loaded 3 optimal features with 55.37% confidence from JSON config
[2025-12-01T20:50:39.003379] [DEBUG] [MAG       ] Building data for symbol: AEMD with lookback: 0
[2025-12-01T20:50:39.004136] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:50:39.004192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:50:39.013505] [DEBUG] [REMOTE    ] AGNCO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:39.014287] [DEBUG] [LOCAL     ] Loaded configuration for AGNCO: 8 features, N/A% accuracy
[2025-12-01T20:50:39.014341] [INFO ] [LOCAL     ] AGNCO: Loaded 8 optimal features with 26.73% confidence from JSON config
[2025-12-01T20:50:39.014372] [DEBUG] [MAG       ] Building data for symbol: AGNCO with lookback: 0
[2025-12-01T20:50:39.015127] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:50:39.015186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:39.019850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:39.021530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:39.022005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:39.022385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:50:39.023934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:39.024349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:50:39.025494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-01T20:50:39.027497] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:39.046645] [DEBUG] [MAG       ] BAM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:39.110786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:50:39.111499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-01T20:50:39.116951] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:39.137876] [DEBUG] [MAG       ] ECPG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:39.145549] [INFO ] [LOCAL     ] BAM: Saved forecast.
[2025-12-01T20:50:39.145630] [INFO ] [main      ] BAM: Signal=1 (Conf=100.0%), Magnitude=-2.86% (Conf=68.3196%)
[2025-12-01T20:50:39.146003] [INFO ] [main      ] Fetching symbol history for NRDS...
[2025-12-01T20:50:39.146052] [DEBUG] [REMOTE    ] NRDS: Fetching historical data.
[2025-12-01T20:50:39.147663] [INFO ] [main      ] Progress: 23/769 forecasts completed (3.0%). BAM finished in 0.6s. ETA: 2m 9s. Rate: 346.13 forecasts/min
[2025-12-01T20:50:39.159779] [DEBUG] [REMOTE    ] NRDS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:39.160849] [DEBUG] [LOCAL     ] Loaded configuration for NRDS: 6 features, N/A% accuracy
[2025-12-01T20:50:39.160906] [INFO ] [LOCAL     ] NRDS: Loaded 6 optimal features with 56.58% confidence from JSON config
[2025-12-01T20:50:39.160938] [DEBUG] [MAG       ] Building data for symbol: NRDS with lookback: 0
[2025-12-01T20:50:39.161822] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:50:39.161891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:39.163645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:39.164186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:39.164595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:50:39.165348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:50:39.166517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:50:39.167732] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:39.240386] [INFO ] [LOCAL     ] ECPG: Saved forecast.
[2025-12-01T20:50:39.240452] [INFO ] [main      ] ECPG: Signal=1 (Conf=100.0%), Magnitude=-1.90% (Conf=51.1049%)
[2025-12-01T20:50:39.240909] [INFO ] [main      ] Fetching symbol history for IONS...
[2025-12-01T20:50:39.240959] [DEBUG] [REMOTE    ] IONS: Fetching historical data.
[2025-12-01T20:50:39.241673] [INFO ] [main      ] Progress: 24/769 forecasts completed (3.1%). ECPG finished in 0.8s. ETA: 2m 7s. Rate: 352.86 forecasts/min
[2025-12-01T20:50:39.252985] [DEBUG] [REMOTE    ] IONS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:39.253832] [DEBUG] [LOCAL     ] Loaded configuration for IONS: 9 features, N/A% accuracy
[2025-12-01T20:50:39.253886] [INFO ] [LOCAL     ] IONS: Loaded 9 optimal features with 53.82% confidence from JSON config
[2025-12-01T20:50:39.253916] [DEBUG] [MAG       ] Building data for symbol: IONS with lookback: 0
[2025-12-01T20:50:39.254682] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:50:39.254743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:39.259464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:39.261280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:39.261876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:39.262412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:50:39.263226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:50:39.359072] [DEBUG] [MAG       ] AGNCO: Last date is validated at 2025-12-01
[2025-12-01T20:50:39.372462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:50:39.411775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:50:39.413150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:50:39.414209] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:39.441924] [DEBUG] [MAG       ] AEMD: Last date is validated at 2025-12-01
[2025-12-01T20:50:39.512461] [DEBUG] [MAG       ] NRDS: Last date is validated at 2025-12-01
[2025-12-01T20:50:39.523950] [DEBUG] [MAG       ] AGNCO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:39.581518] [INFO ] [LOCAL     ] AGNCO: Saved forecast.
[2025-12-01T20:50:39.581600] [INFO ] [main      ] AGNCO: Signal=1 (Conf=100.0%), Magnitude=0.03% (Conf=26.7284%)
[2025-12-01T20:50:39.582064] [INFO ] [main      ] Fetching symbol history for VTMX...
[2025-12-01T20:50:39.582114] [DEBUG] [REMOTE    ] VTMX: Fetching historical data.
[2025-12-01T20:50:39.582082] [INFO ] [main      ] Progress: 25/769 forecasts completed (3.3%). AGNCO finished in 0.6s. ETA: 2m 12s. Rate: 339.26 forecasts/min
[2025-12-01T20:50:39.593732] [DEBUG] [REMOTE    ] VTMX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:39.594854] [DEBUG] [LOCAL     ] Loaded configuration for VTMX: 2 features, N/A% accuracy
[2025-12-01T20:50:39.594905] [INFO ] [LOCAL     ] VTMX: Loaded 2 optimal features with 55.13% confidence from JSON config
[2025-12-01T20:50:39.594936] [DEBUG] [MAG       ] Building data for symbol: VTMX with lookback: 0
[2025-12-01T20:50:39.595689] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:50:39.595745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:39.600338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:50:39.604962] [DEBUG] [MAG       ] AEMD: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:39.639338] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:39.684828] [DEBUG] [MAG       ] NRDS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:39.702788] [INFO ] [LOCAL     ] AEMD: Saved forecast.
[2025-12-01T20:50:39.702856] [INFO ] [main      ] AEMD: Signal=1 (Conf=100.0%), Magnitude=18.14% (Conf=55.3669%)
[2025-12-01T20:50:39.703215] [INFO ] [main      ] Fetching symbol history for VIRC...
[2025-12-01T20:50:39.703264] [DEBUG] [REMOTE    ] VIRC: Fetching historical data.
[2025-12-01T20:50:39.704649] [INFO ] [main      ] Progress: 26/769 forecasts completed (3.4%). AEMD finished in 0.7s. ETA: 2m 10s. Rate: 343.31 forecasts/min
[2025-12-01T20:50:39.713768] [DEBUG] [REMOTE    ] VIRC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:39.714751] [DEBUG] [LOCAL     ] Loaded configuration for VIRC: 7 features, N/A% accuracy
[2025-12-01T20:50:39.714808] [INFO ] [LOCAL     ] VIRC: Loaded 7 optimal features with 45.91% confidence from JSON config
[2025-12-01T20:50:39.714839] [DEBUG] [MAG       ] Building data for symbol: VIRC with lookback: 0
[2025-12-01T20:50:39.715599] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:50:39.715657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:39.720209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:39.721917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:39.722388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:39.722830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:39.723216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:50:39.724065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:50:39.726364] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:39.750399] [DEBUG] [MAG       ] IONS: Last date is validated at 2025-12-01
[2025-12-01T20:50:39.756640] [INFO ] [LOCAL     ] NRDS: Saved forecast.
[2025-12-01T20:50:39.756708] [INFO ] [main      ] NRDS: Signal=1 (Conf=100.0%), Magnitude=7.25% (Conf=56.5781%)
[2025-12-01T20:50:39.757078] [INFO ] [main      ] Progress: 27/769 forecasts completed (3.5%). NRDS finished in 0.6s. ETA: 2m 6s. Rate: 352.45 forecasts/min
[2025-12-01T20:50:39.757216] [INFO ] [main      ] Fetching symbol history for NAC...
[2025-12-01T20:50:39.757259] [DEBUG] [REMOTE    ] NAC: Fetching historical data.
[2025-12-01T20:50:39.769966] [DEBUG] [REMOTE    ] NAC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:39.770989] [DEBUG] [LOCAL     ] Loaded configuration for NAC: 6 features, N/A% accuracy
[2025-12-01T20:50:39.771044] [INFO ] [LOCAL     ] NAC: Loaded 6 optimal features with 32.57% confidence from JSON config
[2025-12-01T20:50:39.771078] [DEBUG] [MAG       ] Building data for symbol: NAC with lookback: 0
[2025-12-01T20:50:39.771874] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:50:39.771935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:39.776868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:50:39.777814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:50:39.780131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:50:39.819071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:50:39.821354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:50:39.822127] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:39.916695] [DEBUG] [MAG       ] IONS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:39.973108] [DEBUG] [MAG       ] VTMX: Last date is validated at 2025-12-01
[2025-12-01T20:50:40.037307] [INFO ] [LOCAL     ] IONS: Saved forecast.
[2025-12-01T20:50:40.037375] [INFO ] [main      ] IONS: Signal=1 (Conf=100.0%), Magnitude=1.17% (Conf=53.8161%)
[2025-12-01T20:50:40.037761] [INFO ] [main      ] Fetching symbol history for OVLY...
[2025-12-01T20:50:40.037815] [DEBUG] [REMOTE    ] OVLY: Fetching historical data.
[2025-12-01T20:50:40.038691] [INFO ] [main      ] Progress: 28/769 forecasts completed (3.6%). IONS finished in 0.8s. ETA: 2m 9s. Rate: 344.40 forecasts/min
[2025-12-01T20:50:40.049254] [DEBUG] [REMOTE    ] OVLY: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:40.050229] [DEBUG] [LOCAL     ] Loaded configuration for OVLY: 7 features, N/A% accuracy
[2025-12-01T20:50:40.050281] [INFO ] [LOCAL     ] OVLY: Loaded 7 optimal features with 47.12% confidence from JSON config
[2025-12-01T20:50:40.050312] [DEBUG] [MAG       ] Building data for symbol: OVLY with lookback: 0
[2025-12-01T20:50:40.051137] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:50:40.051200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:40.056236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:40.056262] [DEBUG] [MAG       ] VIRC: Last date is validated at 2025-12-01
[2025-12-01T20:50:40.058156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:40.058765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:40.059182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:50:40.061763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-01T20:50:40.064228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:50:40.082800] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:40.138972] [DEBUG] [MAG       ] VTMX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:40.165198] [DEBUG] [MAG       ] NAC: Last date is validated at 2025-12-01
[2025-12-01T20:50:40.211383] [INFO ] [LOCAL     ] VTMX: Saved forecast.
[2025-12-01T20:50:40.211453] [INFO ] [main      ] VTMX: Signal=1 (Conf=100.0%), Magnitude=-0.40% (Conf=55.1319%)
[2025-12-01T20:50:40.211818] [INFO ] [main      ] Fetching symbol history for WEX...
[2025-12-01T20:50:40.211869] [DEBUG] [REMOTE    ] WEX: Fetching historical data.
[2025-12-01T20:50:40.213088] [INFO ] [main      ] Progress: 29/769 forecasts completed (3.8%). VTMX finished in 0.6s. ETA: 2m 9s. Rate: 344.39 forecasts/min
[2025-12-01T20:50:40.219067] [DEBUG] [MAG       ] VIRC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:40.225421] [DEBUG] [REMOTE    ] WEX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:40.226600] [DEBUG] [LOCAL     ] Loaded configuration for WEX: 3 features, N/A% accuracy
[2025-12-01T20:50:40.226664] [INFO ] [LOCAL     ] WEX: Loaded 3 optimal features with 53.29% confidence from JSON config
[2025-12-01T20:50:40.226700] [DEBUG] [MAG       ] Building data for symbol: WEX with lookback: 0
[2025-12-01T20:50:40.227519] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:50:40.227598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:40.232397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:50:40.233098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:40.234929] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:40.289397] [INFO ] [LOCAL     ] VIRC: Saved forecast.
[2025-12-01T20:50:40.289461] [INFO ] [main      ] VIRC: Signal=1 (Conf=100.0%), Magnitude=-1.65% (Conf=45.9051%)
[2025-12-01T20:50:40.289823] [INFO ] [main      ] Fetching symbol history for VNQI...
[2025-12-01T20:50:40.289873] [DEBUG] [REMOTE    ] VNQI: Fetching historical data.
[2025-12-01T20:50:40.291074] [INFO ] [main      ] Progress: 30/769 forecasts completed (3.9%). VIRC finished in 0.6s. ETA: 2m 6s. Rate: 350.85 forecasts/min
[2025-12-01T20:50:40.300423] [DEBUG] [REMOTE    ] VNQI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:40.301498] [DEBUG] [LOCAL     ] Loaded configuration for VNQI: 2 features, N/A% accuracy
[2025-12-01T20:50:40.301554] [INFO ] [LOCAL     ] VNQI: Loaded 2 optimal features with 63.20% confidence from JSON config
[2025-12-01T20:50:40.301610] [DEBUG] [MAG       ] Building data for symbol: VNQI with lookback: 0
[2025-12-01T20:50:40.302344] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:50:40.302399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:50:40.303946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:50:40.304910] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:40.337370] [DEBUG] [MAG       ] NAC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:40.400539] [INFO ] [LOCAL     ] NAC: Saved forecast.
[2025-12-01T20:50:40.400687] [INFO ] [main      ] NAC: Signal=1 (Conf=100.0%), Magnitude=-0.32% (Conf=32.5736%)
[2025-12-01T20:50:40.401034] [INFO ] [main      ] Fetching symbol history for QDEL...
[2025-12-01T20:50:40.401083] [DEBUG] [REMOTE    ] QDEL: Fetching historical data.
[2025-12-01T20:50:40.402690] [INFO ] [main      ] Progress: 31/769 forecasts completed (4.0%). NAC finished in 0.6s. ETA: 2m 5s. Rate: 354.83 forecasts/min
[2025-12-01T20:50:40.413149] [DEBUG] [REMOTE    ] QDEL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:40.414229] [DEBUG] [LOCAL     ] Loaded configuration for QDEL: 3 features, N/A% accuracy
[2025-12-01T20:50:40.414278] [INFO ] [LOCAL     ] QDEL: Loaded 3 optimal features with 57.30% confidence from JSON config
[2025-12-01T20:50:40.414308] [DEBUG] [MAG       ] Building data for symbol: QDEL with lookback: 0
[2025-12-01T20:50:40.415079] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:50:40.415136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:40.417491] [DEBUG] [MAG       ] OVLY: Last date is validated at 2025-12-01
[2025-12-01T20:50:40.419906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:50:40.494030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:50:40.497013] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:40.569344] [DEBUG] [MAG       ] WEX: Last date is validated at 2025-12-01
[2025-12-01T20:50:40.584698] [DEBUG] [MAG       ] OVLY: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:40.632622] [DEBUG] [MAG       ] VNQI: Last date is validated at 2025-12-01
[2025-12-01T20:50:40.665769] [INFO ] [LOCAL     ] OVLY: Saved forecast.
[2025-12-01T20:50:40.665832] [INFO ] [main      ] OVLY: Signal=1 (Conf=100.0%), Magnitude=0.29% (Conf=47.1172%)
[2025-12-01T20:50:40.665988] [INFO ] [main      ] Fetching symbol history for IEP...
[2025-12-01T20:50:40.666031] [DEBUG] [REMOTE    ] IEP: Fetching historical data.
[2025-12-01T20:50:40.667656] [INFO ] [main      ] Progress: 32/769 forecasts completed (4.2%). OVLY finished in 0.6s. ETA: 2m 7s. Rate: 348.65 forecasts/min
[2025-12-01T20:50:40.677191] [DEBUG] [REMOTE    ] IEP: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:40.678274] [DEBUG] [LOCAL     ] Loaded configuration for IEP: 4 features, N/A% accuracy
[2025-12-01T20:50:40.678350] [INFO ] [LOCAL     ] IEP: Loaded 4 optimal features with 56.75% confidence from JSON config
[2025-12-01T20:50:40.678384] [DEBUG] [MAG       ] Building data for symbol: IEP with lookback: 0
[2025-12-01T20:50:40.679177] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:50:40.679235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:40.680968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:40.681455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:40.681860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:50:40.741649] [DEBUG] [MAG       ] WEX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:40.788789] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:40.796029] [DEBUG] [MAG       ] VNQI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:40.827501] [DEBUG] [MAG       ] QDEL: Last date is validated at 2025-12-01
[2025-12-01T20:50:40.862380] [INFO ] [LOCAL     ] VNQI: Saved forecast.
[2025-12-01T20:50:40.862449] [INFO ] [main      ] VNQI: Signal=1 (Conf=100.0%), Magnitude=-0.32% (Conf=63.1963%)
[2025-12-01T20:50:40.862802] [INFO ] [main      ] Fetching symbol history for ATLO...
[2025-12-01T20:50:40.862852] [DEBUG] [REMOTE    ] ATLO: Fetching historical data.
[2025-12-01T20:50:40.863669] [INFO ] [main      ] Progress: 33/769 forecasts completed (4.3%). VNQI finished in 0.6s. ETA: 2m 7s. Rate: 347.19 forecasts/min
[2025-12-01T20:50:40.865217] [INFO ] [LOCAL     ] WEX: Saved forecast.
[2025-12-01T20:50:40.865295] [INFO ] [main      ] WEX: Signal=1 (Conf=100.0%), Magnitude=4.36% (Conf=53.2942%)
[2025-12-01T20:50:40.865692] [INFO ] [main      ] Fetching symbol history for UPLD...
[2025-12-01T20:50:40.865743] [DEBUG] [REMOTE    ] UPLD: Fetching historical data.
[2025-12-01T20:50:40.866619] [INFO ] [main      ] Progress: 34/769 forecasts completed (4.4%). WEX finished in 0.7s. ETA: 2m 3s. Rate: 357.52 forecasts/min
[2025-12-01T20:50:40.873395] [DEBUG] [REMOTE    ] ATLO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:40.874530] [DEBUG] [LOCAL     ] Loaded configuration for ATLO: 5 features, N/A% accuracy
[2025-12-01T20:50:40.874617] [INFO ] [LOCAL     ] ATLO: Loaded 5 optimal features with 41.69% confidence from JSON config
[2025-12-01T20:50:40.874656] [DEBUG] [MAG       ] Building data for symbol: ATLO with lookback: 0
[2025-12-01T20:50:40.875403] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:50:40.875461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:40.878044] [DEBUG] [REMOTE    ] UPLD: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:40.878876] [DEBUG] [LOCAL     ] Loaded configuration for UPLD: 8 features, N/A% accuracy
[2025-12-01T20:50:40.878932] [INFO ] [LOCAL     ] UPLD: Loaded 8 optimal features with 72.51% confidence from JSON config
[2025-12-01T20:50:40.878964] [DEBUG] [MAG       ] Building data for symbol: UPLD with lookback: 0
[2025-12-01T20:50:40.879817] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:50:40.879879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:40.880194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:40.881668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:40.881942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:40.882161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:50:40.882399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:40.882789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:50:40.884083] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:40.884646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:50:40.991198] [DEBUG] [MAG       ] QDEL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:41.000252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:50:41.002190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:50:41.040706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-01T20:50:41.042935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:50:41.043982] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:41.091299] [INFO ] [LOCAL     ] QDEL: Saved forecast.
[2025-12-01T20:50:41.091363] [INFO ] [main      ] QDEL: Signal=1 (Conf=100.0%), Magnitude=-1.77% (Conf=57.2988%)
[2025-12-01T20:50:41.091678] [INFO ] [main      ] Fetching symbol history for AGNCM...
[2025-12-01T20:50:41.091727] [DEBUG] [REMOTE    ] AGNCM: Fetching historical data.
[2025-12-01T20:50:41.092513] [INFO ] [main      ] Progress: 35/769 forecasts completed (4.6%). QDEL finished in 0.7s. ETA: 2m 4s. Rate: 354.02 forecasts/min
[2025-12-01T20:50:41.102696] [DEBUG] [REMOTE    ] AGNCM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:41.103764] [DEBUG] [LOCAL     ] Loaded configuration for AGNCM: 1 features, N/A% accuracy
[2025-12-01T20:50:41.103815] [INFO ] [LOCAL     ] AGNCM: Loaded 1 optimal features with 42.04% confidence from JSON config
[2025-12-01T20:50:41.103846] [DEBUG] [MAG       ] Building data for symbol: AGNCM with lookback: 0
[2025-12-01T20:50:41.104622] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:50:41.104678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-01T20:50:41.107306] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:41.127919] [DEBUG] [MAG       ] IEP: Last date is validated at 2025-12-01
[2025-12-01T20:50:41.213794] [DEBUG] [MAG       ] ATLO: Last date is validated at 2025-12-01
[2025-12-01T20:50:41.292909] [DEBUG] [MAG       ] IEP: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:41.350995] [INFO ] [LOCAL     ] IEP: Saved forecast.
[2025-12-01T20:50:41.351064] [INFO ] [main      ] IEP: Signal=1 (Conf=100.0%), Magnitude=1.26% (Conf=56.7485%)
[2025-12-01T20:50:41.351381] [INFO ] [main      ] Fetching symbol history for TEL...
[2025-12-01T20:50:41.351428] [DEBUG] [REMOTE    ] TEL: Fetching historical data.
[2025-12-01T20:50:41.351667] [INFO ] [main      ] Progress: 36/769 forecasts completed (4.7%). IEP finished in 0.7s. ETA: 2m 6s. Rate: 348.90 forecasts/min
[2025-12-01T20:50:41.363406] [DEBUG] [REMOTE    ] TEL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:41.364519] [DEBUG] [LOCAL     ] Loaded configuration for TEL: 3 features, N/A% accuracy
[2025-12-01T20:50:41.364569] [INFO ] [LOCAL     ] TEL: Loaded 3 optimal features with 62.06% confidence from JSON config
[2025-12-01T20:50:41.364618] [DEBUG] [MAG       ] Building data for symbol: TEL with lookback: 0
[2025-12-01T20:50:41.365355] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:50:41.365412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:41.370106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:50:41.371051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-01T20:50:41.372550] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:41.377702] [DEBUG] [MAG       ] UPLD: Last date is validated at 2025-12-01
[2025-12-01T20:50:41.378800] [DEBUG] [MAG       ] ATLO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:41.439657] [INFO ] [LOCAL     ] ATLO: Saved forecast.
[2025-12-01T20:50:41.439566] [DEBUG] [MAG       ] AGNCM: Last date is validated at 2025-12-01
[2025-12-01T20:50:41.439726] [INFO ] [main      ] ATLO: Signal=1 (Conf=100.0%), Magnitude=-0.12% (Conf=41.6922%)
[2025-12-01T20:50:41.440065] [INFO ] [main      ] Fetching symbol history for FTHY...
[2025-12-01T20:50:41.440114] [DEBUG] [REMOTE    ] FTHY: Fetching historical data.
[2025-12-01T20:50:41.441650] [INFO ] [main      ] Progress: 37/769 forecasts completed (4.8%). ATLO finished in 0.6s. ETA: 2m 4s. Rate: 353.45 forecasts/min
[2025-12-01T20:50:41.451996] [DEBUG] [REMOTE    ] FTHY: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:41.453069] [DEBUG] [LOCAL     ] Loaded configuration for FTHY: 3 features, N/A% accuracy
[2025-12-01T20:50:41.453121] [INFO ] [LOCAL     ] FTHY: Loaded 3 optimal features with 48.12% confidence from JSON config
[2025-12-01T20:50:41.453152] [DEBUG] [MAG       ] Building data for symbol: FTHY with lookback: 0
[2025-12-01T20:50:41.453941] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:50:41.453997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:41.455692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:41.456184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:41.456558] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:41.543827] [DEBUG] [MAG       ] UPLD: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:41.607776] [INFO ] [LOCAL     ] UPLD: Saved forecast.
[2025-12-01T20:50:41.607840] [INFO ] [main      ] UPLD: Signal=1 (Conf=100.0%), Magnitude=2.35% (Conf=72.5113%)
[2025-12-01T20:50:41.608275] [INFO ] [main      ] Fetching symbol history for AMG...
[2025-12-01T20:50:41.608350] [DEBUG] [REMOTE    ] AMG: Fetching historical data.
[2025-12-01T20:50:41.608669] [INFO ] [main      ] Progress: 38/769 forecasts completed (4.9%). UPLD finished in 0.7s. ETA: 2m 4s. Rate: 353.60 forecasts/min
[2025-12-01T20:50:41.611804] [DEBUG] [MAG       ] AGNCM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:41.620883] [DEBUG] [REMOTE    ] AMG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:41.622117] [DEBUG] [LOCAL     ] Loaded configuration for AMG: 5 features, N/A% accuracy
[2025-12-01T20:50:41.622173] [INFO ] [LOCAL     ] AMG: Loaded 5 optimal features with 52.99% confidence from JSON config
[2025-12-01T20:50:41.622215] [DEBUG] [MAG       ] Building data for symbol: AMG with lookback: 0
[2025-12-01T20:50:41.623020] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:50:41.623079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:50:41.623955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:50:41.625001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:50:41.626260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:50:41.626977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-01T20:50:41.627698] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:41.666761] [INFO ] [LOCAL     ] AGNCM: Saved forecast.
[2025-12-01T20:50:41.666825] [INFO ] [main      ] AGNCM: Signal=1 (Conf=100.0%), Magnitude=0.11% (Conf=42.0371%)
[2025-12-01T20:50:41.667139] [INFO ] [main      ] Fetching symbol history for EVGO...
[2025-12-01T20:50:41.667190] [DEBUG] [REMOTE    ] EVGO: Fetching historical data.
[2025-12-01T20:50:41.668021] [INFO ] [main      ] Progress: 39/769 forecasts completed (5.1%). AGNCM finished in 0.6s. ETA: 2m 2s. Rate: 359.59 forecasts/min
[2025-12-01T20:50:41.679207] [DEBUG] [REMOTE    ] EVGO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:41.680332] [DEBUG] [LOCAL     ] Loaded configuration for EVGO: 7 features, N/A% accuracy
[2025-12-01T20:50:41.680389] [INFO ] [LOCAL     ] EVGO: Loaded 7 optimal features with 58.50% confidence from JSON config
[2025-12-01T20:50:41.680423] [DEBUG] [MAG       ] Building data for symbol: EVGO with lookback: 0
[2025-12-01T20:50:41.681275] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:50:41.681349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:41.686312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:41.688081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:41.688600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:41.688985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:50:41.689834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:50:41.691424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-01T20:50:41.692147] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:41.704714] [DEBUG] [MAG       ] TEL: Last date is validated at 2025-12-01
[2025-12-01T20:50:41.791896] [DEBUG] [MAG       ] FTHY: Last date is validated at 2025-12-01
[2025-12-01T20:50:41.869590] [DEBUG] [MAG       ] TEL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:41.955684] [DEBUG] [MAG       ] FTHY: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:41.963422] [DEBUG] [MAG       ] AMG: Last date is validated at 2025-12-01
[2025-12-01T20:50:41.981856] [INFO ] [LOCAL     ] TEL: Saved forecast.
[2025-12-01T20:50:41.981922] [INFO ] [main      ] TEL: Signal=1 (Conf=100.0%), Magnitude=-1.19% (Conf=62.0592%)
[2025-12-01T20:50:41.982252] [INFO ] [main      ] Fetching symbol history for BKD...
[2025-12-01T20:50:41.982301] [DEBUG] [REMOTE    ] BKD: Fetching historical data.
[2025-12-01T20:50:41.982665] [INFO ] [main      ] Progress: 40/769 forecasts completed (5.2%). TEL finished in 0.6s. ETA: 2m 4s. Rate: 351.80 forecasts/min
[2025-12-01T20:50:41.993698] [DEBUG] [REMOTE    ] BKD: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:41.994650] [DEBUG] [LOCAL     ] Loaded configuration for BKD: 9 features, N/A% accuracy
[2025-12-01T20:50:41.994702] [INFO ] [LOCAL     ] BKD: Loaded 9 optimal features with 45.35% confidence from JSON config
[2025-12-01T20:50:41.994732] [DEBUG] [MAG       ] Building data for symbol: BKD with lookback: 0
[2025-12-01T20:50:41.995646] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:50:41.995725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:42.000449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:42.002233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:42.002744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:42.003164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:42.003546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:50:42.004386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:50:42.006127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:50:42.010743] [INFO ] [LOCAL     ] FTHY: Saved forecast.
[2025-12-01T20:50:42.010823] [INFO ] [main      ] FTHY: Signal=1 (Conf=100.0%), Magnitude=-0.69% (Conf=48.1242%)
[2025-12-01T20:50:42.011209] [INFO ] [main      ] Fetching symbol history for GPRK...
[2025-12-01T20:50:42.011264] [DEBUG] [REMOTE    ] GPRK: Fetching historical data.
[2025-12-01T20:50:42.012648] [INFO ] [main      ] Progress: 41/769 forecasts completed (5.3%). FTHY finished in 0.6s. ETA: 2m 2s. Rate: 359.02 forecasts/min
[2025-12-01T20:50:42.024184] [DEBUG] [REMOTE    ] GPRK: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:42.025026] [DEBUG] [LOCAL     ] Loaded configuration for GPRK: 1 features, N/A% accuracy
[2025-12-01T20:50:42.025082] [INFO ] [LOCAL     ] GPRK: Loaded 1 optimal features with 39.86% confidence from JSON config
[2025-12-01T20:50:42.025122] [DEBUG] [MAG       ] Building data for symbol: GPRK with lookback: 0
[2025-12-01T20:50:42.026011] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:50:42.026069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:50:42.026747] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:42.031083] [DEBUG] [MAG       ] EVGO: Last date is validated at 2025-12-01
[2025-12-01T20:50:42.046840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:50:42.048073] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:42.130867] [DEBUG] [MAG       ] AMG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:42.200057] [DEBUG] [MAG       ] EVGO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:42.237813] [INFO ] [LOCAL     ] AMG: Saved forecast.
[2025-12-01T20:50:42.237876] [INFO ] [main      ] AMG: Signal=1 (Conf=100.0%), Magnitude=1.47% (Conf=52.9908%)
[2025-12-01T20:50:42.238241] [INFO ] [main      ] Fetching symbol history for AMRX...
[2025-12-01T20:50:42.238291] [DEBUG] [REMOTE    ] AMRX: Fetching historical data.
[2025-12-01T20:50:42.238332] [INFO ] [main      ] Progress: 42/769 forecasts completed (5.5%). AMG finished in 0.6s. ETA: 2m 3s. Rate: 356.05 forecasts/min
[2025-12-01T20:50:42.250809] [DEBUG] [REMOTE    ] AMRX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:42.251667] [DEBUG] [LOCAL     ] Loaded configuration for AMRX: 6 features, N/A% accuracy
[2025-12-01T20:50:42.251718] [INFO ] [LOCAL     ] AMRX: Loaded 6 optimal features with 52.93% confidence from JSON config
[2025-12-01T20:50:42.251749] [DEBUG] [MAG       ] Building data for symbol: AMRX with lookback: 0
[2025-12-01T20:50:42.252496] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:50:42.252556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:42.254205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:42.254703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:50:42.272556] [INFO ] [LOCAL     ] EVGO: Saved forecast.
[2025-12-01T20:50:42.272639] [INFO ] [main      ] EVGO: Signal=1 (Conf=100.0%), Magnitude=-6.26% (Conf=58.5049%)
[2025-12-01T20:50:42.272935] [INFO ] [main      ] Fetching symbol history for NVD...
[2025-12-01T20:50:42.272992] [DEBUG] [REMOTE    ] NVD: Fetching historical data.
[2025-12-01T20:50:42.273953] [INFO ] [main      ] Progress: 43/769 forecasts completed (5.6%). EVGO finished in 0.6s. ETA: 2m 0s. Rate: 362.70 forecasts/min
[2025-12-01T20:50:42.286137] [DEBUG] [REMOTE    ] NVD: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:42.287031] [DEBUG] [LOCAL     ] Loaded configuration for NVD: 4 features, N/A% accuracy
[2025-12-01T20:50:42.287086] [INFO ] [LOCAL     ] NVD: Loaded 4 optimal features with 62.99% confidence from JSON config
[2025-12-01T20:50:42.287118] [DEBUG] [MAG       ] Building data for symbol: NVD with lookback: 0
[2025-12-01T20:50:42.288028] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:50:42.288106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:42.292049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:50:42.293123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:50:42.293232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:42.294339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:50:42.295198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:42.295749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:50:42.296346] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:42.296513] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:42.366486] [DEBUG] [MAG       ] GPRK: Last date is validated at 2025-12-01
[2025-12-01T20:50:42.390187] [DEBUG] [MAG       ] BKD: Last date is validated at 2025-12-01
[2025-12-01T20:50:42.529610] [DEBUG] [MAG       ] GPRK: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:42.562071] [DEBUG] [MAG       ] BKD: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:42.589718] [INFO ] [LOCAL     ] GPRK: Saved forecast.
[2025-12-01T20:50:42.589785] [INFO ] [main      ] GPRK: Signal=1 (Conf=100.0%), Magnitude=-3.27% (Conf=39.8611%)
[2025-12-01T20:50:42.590117] [INFO ] [main      ] Fetching symbol history for KNTK...
[2025-12-01T20:50:42.590165] [DEBUG] [REMOTE    ] KNTK: Fetching historical data.
[2025-12-01T20:50:42.590674] [INFO ] [main      ] Progress: 44/769 forecasts completed (5.7%). GPRK finished in 0.6s. ETA: 2m 2s. Rate: 355.32 forecasts/min
[2025-12-01T20:50:42.601137] [DEBUG] [REMOTE    ] KNTK: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:42.602196] [DEBUG] [LOCAL     ] Loaded configuration for KNTK: 5 features, N/A% accuracy
[2025-12-01T20:50:42.602253] [INFO ] [LOCAL     ] KNTK: Loaded 5 optimal features with 58.08% confidence from JSON config
[2025-12-01T20:50:42.602284] [DEBUG] [MAG       ] Building data for symbol: KNTK with lookback: 0
[2025-12-01T20:50:42.603055] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:50:42.603121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:50:42.603870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:50:42.628604] [DEBUG] [MAG       ] AMRX: Last date is validated at 2025-12-01
[2025-12-01T20:50:42.629432] [INFO ] [LOCAL     ] BKD: Saved forecast.
[2025-12-01T20:50:42.629498] [INFO ] [main      ] BKD: Signal=1 (Conf=100.0%), Magnitude=-0.54% (Conf=45.348%)
[2025-12-01T20:50:42.629942] [INFO ] [main      ] Fetching symbol history for UONE...
[2025-12-01T20:50:42.629995] [DEBUG] [REMOTE    ] UONE: Fetching historical data.
[2025-12-01T20:50:42.630688] [INFO ] [main      ] Progress: 45/769 forecasts completed (5.9%). BKD finished in 0.6s. ETA: 2m 0s. Rate: 361.45 forecasts/min
[2025-12-01T20:50:42.640822] [DEBUG] [REMOTE    ] UONE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:42.641823] [DEBUG] [LOCAL     ] Loaded configuration for UONE: 14 features, N/A% accuracy
[2025-12-01T20:50:42.641885] [INFO ] [LOCAL     ] UONE: Loaded 14 optimal features with 30.92% confidence from JSON config
[2025-12-01T20:50:42.641917] [DEBUG] [MAG       ] Building data for symbol: UONE with lookback: 0
[2025-12-01T20:50:42.642683] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2025-12-01T20:50:42.642747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:42.644390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:42.644937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:42.645350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:42.645744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:50:42.657465] [DEBUG] [MAG       ] NVD: Last date is validated at 2025-12-01
[2025-12-01T20:50:42.677037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-01T20:50:42.678660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:50:42.679652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-01T20:50:42.683479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:50:42.684504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:50:42.685090] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:42.686428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:50:42.688708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:50:42.689765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:50:42.692377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-01T20:50:42.693954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:50:42.694953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:50:42.696616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-01T20:50:42.697272] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:42.797066] [DEBUG] [MAG       ] AMRX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:42.828705] [DEBUG] [MAG       ] NVD: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:42.865544] [INFO ] [LOCAL     ] AMRX: Saved forecast.
[2025-12-01T20:50:42.865627] [INFO ] [main      ] AMRX: Signal=1 (Conf=100.0%), Magnitude=-0.86% (Conf=52.9259%)
[2025-12-01T20:50:42.865987] [INFO ] [main      ] Fetching symbol history for AMRC...
[2025-12-01T20:50:42.866037] [DEBUG] [REMOTE    ] AMRC: Fetching historical data.
[2025-12-01T20:50:42.866011] [INFO ] [main      ] Progress: 46/769 forecasts completed (6.0%). AMRX finished in 0.6s. ETA: 2m 1s. Rate: 358.19 forecasts/min
[2025-12-01T20:50:42.878261] [DEBUG] [REMOTE    ] AMRC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:42.879430] [DEBUG] [LOCAL     ] Loaded configuration for AMRC: 5 features, N/A% accuracy
[2025-12-01T20:50:42.879485] [INFO ] [LOCAL     ] AMRC: Loaded 5 optimal features with 55.30% confidence from JSON config
[2025-12-01T20:50:42.879518] [DEBUG] [MAG       ] Building data for symbol: AMRC with lookback: 0
[2025-12-01T20:50:42.880319] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:50:42.880381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:50:42.919452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:50:42.921210] [INFO ] [LOCAL     ] NVD: Saved forecast.
[2025-12-01T20:50:42.921271] [INFO ] [main      ] NVD: Signal=1 (Conf=100.0%), Magnitude=-7.24% (Conf=62.9905%)
[2025-12-01T20:50:42.921527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:50:42.921667] [INFO ] [main      ] Progress: 47/769 forecasts completed (6.1%). NVD finished in 0.6s. ETA: 1m 59s. Rate: 363.36 forecasts/min
[2025-12-01T20:50:42.921869] [INFO ] [main      ] Fetching symbol history for RMBS...
[2025-12-01T20:50:42.921915] [DEBUG] [REMOTE    ] RMBS: Fetching historical data.
[2025-12-01T20:50:42.926432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:50:42.928613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-01T20:50:42.929330] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:42.934100] [DEBUG] [REMOTE    ] RMBS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:42.935145] [DEBUG] [LOCAL     ] Loaded configuration for RMBS: 8 features, N/A% accuracy
[2025-12-01T20:50:42.935195] [INFO ] [LOCAL     ] RMBS: Loaded 8 optimal features with 48.47% confidence from JSON config
[2025-12-01T20:50:42.935224] [DEBUG] [MAG       ] Building data for symbol: RMBS with lookback: 0
[2025-12-01T20:50:42.935991] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:50:42.936051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:42.940748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:42.942468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:42.942951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:42.943323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:50:42.944040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:50:42.944888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:50:42.946052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:50:42.950181] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:43.011705] [DEBUG] [MAG       ] KNTK: Last date is validated at 2025-12-01
[2025-12-01T20:50:43.029682] [DEBUG] [MAG       ] UONE: Last date is validated at 2025-12-01
[2025-12-01T20:50:43.173149] [DEBUG] [MAG       ] KNTK: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:43.193175] [DEBUG] [MAG       ] UONE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:43.260358] [INFO ] [LOCAL     ] KNTK: Saved forecast.
[2025-12-01T20:50:43.260422] [INFO ] [main      ] KNTK: Signal=1 (Conf=100.0%), Magnitude=4.03% (Conf=58.0805%)
[2025-12-01T20:50:43.260771] [INFO ] [main      ] Fetching symbol history for WMS...
[2025-12-01T20:50:43.260821] [DEBUG] [REMOTE    ] WMS: Fetching historical data.
[2025-12-01T20:50:43.262641] [INFO ] [main      ] Progress: 48/769 forecasts completed (6.2%). KNTK finished in 0.7s. ETA: 2m 2s. Rate: 355.47 forecasts/min
[2025-12-01T20:50:43.265914] [INFO ] [LOCAL     ] UONE: Saved forecast.
[2025-12-01T20:50:43.265976] [INFO ] [main      ] UONE: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=30.9248%)
[2025-12-01T20:50:43.266308] [INFO ] [main      ] Fetching symbol history for BELFB...
[2025-12-01T20:50:43.266318] [INFO ] [main      ] Progress: 49/769 forecasts completed (6.4%). UONE finished in 0.6s. ETA: 1m 59s. Rate: 362.71 forecasts/min
[2025-12-01T20:50:43.266357] [DEBUG] [REMOTE    ] BELFB: Fetching historical data.
[2025-12-01T20:50:43.272915] [DEBUG] [REMOTE    ] WMS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:43.273784] [DEBUG] [LOCAL     ] Loaded configuration for WMS: 1 features, N/A% accuracy
[2025-12-01T20:50:43.273840] [INFO ] [LOCAL     ] WMS: Loaded 1 optimal features with 49.97% confidence from JSON config
[2025-12-01T20:50:43.273871] [DEBUG] [MAG       ] Building data for symbol: WMS with lookback: 0
[2025-12-01T20:50:43.273939] [DEBUG] [MAG       ] AMRC: Last date is validated at 2025-12-01
[2025-12-01T20:50:43.274627] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:50:43.274684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:50:43.277432] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:43.278875] [DEBUG] [REMOTE    ] BELFB: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:43.279678] [DEBUG] [LOCAL     ] Loaded configuration for BELFB: 4 features, N/A% accuracy
[2025-12-01T20:50:43.279729] [INFO ] [LOCAL     ] BELFB: Loaded 4 optimal features with 52.60% confidence from JSON config
[2025-12-01T20:50:43.279760] [DEBUG] [MAG       ] Building data for symbol: BELFB with lookback: 0
[2025-12-01T20:50:43.280480] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:50:43.280535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:43.280994] [DEBUG] [MAG       ] RMBS: Last date is validated at 2025-12-01
[2025-12-01T20:50:43.285156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:50:43.285945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:50:43.286543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-01T20:50:43.288139] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:43.447034] [DEBUG] [MAG       ] AMRC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:43.461132] [DEBUG] [MAG       ] RMBS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:43.549404] [INFO ] [LOCAL     ] AMRC: Saved forecast.
[2025-12-01T20:50:43.549469] [INFO ] [main      ] AMRC: Signal=1 (Conf=100.0%), Magnitude=-2.93% (Conf=55.3045%)
[2025-12-01T20:50:43.549951] [INFO ] [main      ] Fetching symbol history for CHH...
[2025-12-01T20:50:43.550005] [DEBUG] [REMOTE    ] CHH: Fetching historical data.
[2025-12-01T20:50:43.550656] [INFO ] [main      ] Progress: 50/769 forecasts completed (6.5%). AMRC finished in 0.7s. ETA: 2m 1s. Rate: 357.57 forecasts/min
[2025-12-01T20:50:43.561660] [DEBUG] [REMOTE    ] CHH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:43.562653] [DEBUG] [LOCAL     ] Loaded configuration for CHH: 3 features, N/A% accuracy
[2025-12-01T20:50:43.562715] [INFO ] [LOCAL     ] CHH: Loaded 3 optimal features with 57.94% confidence from JSON config
[2025-12-01T20:50:43.562754] [DEBUG] [MAG       ] Building data for symbol: CHH with lookback: 0
[2025-12-01T20:50:43.563626] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:50:43.563685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:43.565360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:43.565891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-01T20:50:43.572097] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:43.573938] [INFO ] [LOCAL     ] RMBS: Saved forecast.
[2025-12-01T20:50:43.574002] [INFO ] [main      ] RMBS: Signal=1 (Conf=100.0%), Magnitude=1.94% (Conf=48.4655%)
[2025-12-01T20:50:43.574376] [INFO ] [main      ] Fetching symbol history for PDYN...
[2025-12-01T20:50:43.574425] [DEBUG] [REMOTE    ] PDYN: Fetching historical data.
[2025-12-01T20:50:43.574625] [INFO ] [main      ] Progress: 51/769 forecasts completed (6.6%). RMBS finished in 0.7s. ETA: 1m 58s. Rate: 363.68 forecasts/min
[2025-12-01T20:50:43.585878] [DEBUG] [REMOTE    ] PDYN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:43.586826] [DEBUG] [LOCAL     ] Loaded configuration for PDYN: 5 features, N/A% accuracy
[2025-12-01T20:50:43.586883] [INFO ] [LOCAL     ] PDYN: Loaded 5 optimal features with 48.40% confidence from JSON config
[2025-12-01T20:50:43.587233] [DEBUG] [MAG       ] Building data for symbol: PDYN with lookback: 0
[2025-12-01T20:50:43.588014] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:50:43.588073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:43.592762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:43.594488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:43.594983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:50:43.618494] [DEBUG] [MAG       ] BELFB: Last date is validated at 2025-12-01
[2025-12-01T20:50:43.624304] [DEBUG] [MAG       ] WMS: Last date is validated at 2025-12-01
[2025-12-01T20:50:43.632750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-01T20:50:43.635373] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:43.783733] [DEBUG] [MAG       ] BELFB: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:43.792376] [DEBUG] [MAG       ] WMS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:43.883585] [INFO ] [LOCAL     ] BELFB: Saved forecast.
[2025-12-01T20:50:43.883651] [INFO ] [main      ] BELFB: Signal=1 (Conf=100.0%), Magnitude=-1.39% (Conf=52.5969%)
[2025-12-01T20:50:43.883808] [INFO ] [main      ] Fetching symbol history for CFG...
[2025-12-01T20:50:43.883850] [DEBUG] [REMOTE    ] CFG: Fetching historical data.
[2025-12-01T20:50:43.884856] [INFO ] [main      ] Progress: 52/769 forecasts completed (6.8%). BELFB finished in 0.6s. ETA: 2m 0s. Rate: 357.63 forecasts/min
[2025-12-01T20:50:43.896603] [DEBUG] [REMOTE    ] CFG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:43.897761] [DEBUG] [LOCAL     ] Loaded configuration for CFG: 5 features, N/A% accuracy
[2025-12-01T20:50:43.897812] [INFO ] [LOCAL     ] CFG: Loaded 5 optimal features with 60.82% confidence from JSON config
[2025-12-01T20:50:43.897842] [DEBUG] [MAG       ] Building data for symbol: CFG with lookback: 0
[2025-12-01T20:50:43.898730] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:50:43.898787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:43.900405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:43.900923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:43.900971] [INFO ] [LOCAL     ] WMS: Saved forecast.
[2025-12-01T20:50:43.901039] [INFO ] [main      ] WMS: Signal=1 (Conf=100.0%), Magnitude=2.60% (Conf=49.9748%)
[2025-12-01T20:50:43.901302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:50:43.901371] [INFO ] [main      ] Progress: 53/769 forecasts completed (6.9%). WMS finished in 0.6s. ETA: 1m 58s. Rate: 363.82 forecasts/min
[2025-12-01T20:50:43.901490] [INFO ] [main      ] Fetching symbol history for EDF...
[2025-12-01T20:50:43.901532] [DEBUG] [REMOTE    ] EDF: Fetching historical data.
[2025-12-01T20:50:43.902048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:50:43.904633] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:43.911781] [DEBUG] [MAG       ] CHH: Last date is validated at 2025-12-01
[2025-12-01T20:50:43.914482] [DEBUG] [REMOTE    ] EDF: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:43.915661] [DEBUG] [LOCAL     ] Loaded configuration for EDF: 7 features, N/A% accuracy
[2025-12-01T20:50:43.915718] [INFO ] [LOCAL     ] EDF: Loaded 7 optimal features with 20.09% confidence from JSON config
[2025-12-01T20:50:43.915749] [DEBUG] [MAG       ] Building data for symbol: EDF with lookback: 0
[2025-12-01T20:50:43.916497] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:50:43.916556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:43.921176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:50:43.923528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-01T20:50:43.924681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:43.926391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:43.926905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:50:43.928002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-01T20:50:43.933084] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:43.980518] [DEBUG] [MAG       ] PDYN: Last date is validated at 2025-12-01
[2025-12-01T20:50:44.084769] [DEBUG] [MAG       ] CHH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:44.170320] [DEBUG] [MAG       ] PDYN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:44.189624] [INFO ] [LOCAL     ] CHH: Saved forecast.
[2025-12-01T20:50:44.189702] [INFO ] [main      ] CHH: Signal=1 (Conf=100.0%), Magnitude=0.52% (Conf=57.9358%)
[2025-12-01T20:50:44.190055] [INFO ] [main      ] Fetching symbol history for ASO...
[2025-12-01T20:50:44.190104] [DEBUG] [REMOTE    ] ASO: Fetching historical data.
[2025-12-01T20:50:44.190663] [INFO ] [main      ] Progress: 54/769 forecasts completed (7.0%). CHH finished in 0.6s. ETA: 1m 60s. Rate: 358.81 forecasts/min
[2025-12-01T20:50:44.201308] [DEBUG] [REMOTE    ] ASO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:44.202560] [DEBUG] [LOCAL     ] Loaded configuration for ASO: 11 features, N/A% accuracy
[2025-12-01T20:50:44.202956] [INFO ] [LOCAL     ] ASO: Loaded 11 optimal features with 51.85% confidence from JSON config
[2025-12-01T20:50:44.202991] [DEBUG] [MAG       ] Building data for symbol: ASO with lookback: 0
[2025-12-01T20:50:44.203888] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-01T20:50:44.203955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:44.208691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:50:44.209451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:50:44.245310] [DEBUG] [MAG       ] CFG: Last date is validated at 2025-12-01
[2025-12-01T20:50:44.263401] [DEBUG] [MAG       ] EDF: Last date is validated at 2025-12-01
[2025-12-01T20:50:44.279744] [INFO ] [LOCAL     ] PDYN: Saved forecast.
[2025-12-01T20:50:44.279811] [INFO ] [main      ] PDYN: Signal=1 (Conf=100.0%), Magnitude=-5.70% (Conf=48.4002%)
[2025-12-01T20:50:44.279985] [INFO ] [main      ] Fetching symbol history for IMNN...
[2025-12-01T20:50:44.280027] [DEBUG] [REMOTE    ] IMNN: Fetching historical data.
[2025-12-01T20:50:44.281655] [INFO ] [main      ] Progress: 55/769 forecasts completed (7.2%). PDYN finished in 0.7s. ETA: 1m 58s. Rate: 361.80 forecasts/min
[2025-12-01T20:50:44.292370] [DEBUG] [REMOTE    ] IMNN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:44.293443] [DEBUG] [LOCAL     ] Loaded configuration for IMNN: 5 features, N/A% accuracy
[2025-12-01T20:50:44.293500] [INFO ] [LOCAL     ] IMNN: Loaded 5 optimal features with 51.58% confidence from JSON config
[2025-12-01T20:50:44.293530] [DEBUG] [MAG       ] Building data for symbol: IMNN with lookback: 0
[2025-12-01T20:50:44.294319] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:50:44.294387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:44.299064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:44.300817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:44.301279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:50:44.302031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:50:44.303686] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:44.318128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:50:44.356380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:50:44.374446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:44.376346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:44.376847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:50:44.377876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:50:44.379499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:50:44.380531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-01T20:50:44.381225] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:44.416645] [DEBUG] [MAG       ] CFG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:44.427937] [DEBUG] [MAG       ] EDF: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:44.502527] [INFO ] [LOCAL     ] CFG: Saved forecast.
[2025-12-01T20:50:44.502608] [INFO ] [main      ] CFG: Signal=1 (Conf=100.0%), Magnitude=0.74% (Conf=60.823%)
[2025-12-01T20:50:44.502945] [INFO ] [main      ] Fetching symbol history for LEN...
[2025-12-01T20:50:44.502994] [DEBUG] [REMOTE    ] LEN: Fetching historical data.
[2025-12-01T20:50:44.503065] [INFO ] [main      ] Progress: 56/769 forecasts completed (7.3%). CFG finished in 0.6s. ETA: 1m 59s. Rate: 359.65 forecasts/min
[2025-12-01T20:50:44.515449] [DEBUG] [REMOTE    ] LEN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:44.516463] [DEBUG] [LOCAL     ] Loaded configuration for LEN: 7 features, N/A% accuracy
[2025-12-01T20:50:44.516528] [INFO ] [LOCAL     ] LEN: Loaded 7 optimal features with 62.59% confidence from JSON config
[2025-12-01T20:50:44.516591] [DEBUG] [MAG       ] Building data for symbol: LEN with lookback: 0
[2025-12-01T20:50:44.517693] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:50:44.517769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:44.520177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:44.520900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:44.521404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:50:44.523167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:50:44.524388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:50:44.550997] [INFO ] [LOCAL     ] EDF: Saved forecast.
[2025-12-01T20:50:44.551059] [INFO ] [main      ] EDF: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=20.0937%)
[2025-12-01T20:50:44.551407] [INFO ] [main      ] Progress: 57/769 forecasts completed (7.4%). EDF finished in 0.6s. ETA: 1m 57s. Rate: 364.19 forecasts/min
[2025-12-01T20:50:44.551603] [INFO ] [main      ] Fetching symbol history for BPYPO...
[2025-12-01T20:50:44.551655] [DEBUG] [REMOTE    ] BPYPO: Fetching historical data.
[2025-12-01T20:50:44.562546] [DEBUG] [REMOTE    ] BPYPO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:44.563426] [DEBUG] [LOCAL     ] Loaded configuration for BPYPO: 10 features, N/A% accuracy
[2025-12-01T20:50:44.563490] [INFO ] [LOCAL     ] BPYPO: Loaded 10 optimal features with 46.20% confidence from JSON config
[2025-12-01T20:50:44.563521] [DEBUG] [MAG       ] Building data for symbol: BPYPO with lookback: 0
[2025-12-01T20:50:44.564312] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-01T20:50:44.564374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:44.566017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:44.566500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:44.566930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:50:44.567668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:50:44.569984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:50:44.570651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:50:44.572421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:50:44.589782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:50:44.590850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-01T20:50:44.592242] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:44.610284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:50:44.614941] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:44.630477] [DEBUG] [MAG       ] IMNN: Last date is validated at 2025-12-01
[2025-12-01T20:50:44.719825] [DEBUG] [MAG       ] ASO: Last date is validated at 2025-12-01
[2025-12-01T20:50:44.794306] [DEBUG] [MAG       ] IMNN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:44.888726] [DEBUG] [MAG       ] ASO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:44.916838] [INFO ] [LOCAL     ] IMNN: Saved forecast.
[2025-12-01T20:50:44.916904] [INFO ] [main      ] IMNN: Signal=1 (Conf=100.0%), Magnitude=13.55% (Conf=51.5751%)
[2025-12-01T20:50:44.917251] [INFO ] [main      ] Fetching symbol history for AVAL...
[2025-12-01T20:50:44.917299] [DEBUG] [REMOTE    ] AVAL: Fetching historical data.
[2025-12-01T20:50:44.917668] [INFO ] [main      ] Progress: 58/769 forecasts completed (7.5%). IMNN finished in 0.6s. ETA: 1m 60s. Rate: 356.67 forecasts/min
[2025-12-01T20:50:44.921873] [DEBUG] [MAG       ] BPYPO: Last date is validated at 2025-12-01
[2025-12-01T20:50:44.929276] [DEBUG] [REMOTE    ] AVAL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:44.930500] [DEBUG] [LOCAL     ] Loaded configuration for AVAL: 4 features, N/A% accuracy
[2025-12-01T20:50:44.930551] [INFO ] [LOCAL     ] AVAL: Loaded 4 optimal features with 32.50% confidence from JSON config
[2025-12-01T20:50:44.930600] [DEBUG] [MAG       ] Building data for symbol: AVAL with lookback: 0
[2025-12-01T20:50:44.931408] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:50:44.931466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:50:44.932172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:50:44.932731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-01T20:50:44.933420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-01T20:50:44.934966] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:44.955049] [DEBUG] [MAG       ] LEN: Last date is validated at 2025-12-01
[2025-12-01T20:50:44.994104] [INFO ] [LOCAL     ] ASO: Saved forecast.
[2025-12-01T20:50:44.994171] [INFO ] [main      ] ASO: Signal=1 (Conf=100.0%), Magnitude=-3.52% (Conf=51.8501%)
[2025-12-01T20:50:44.994548] [INFO ] [main      ] Fetching symbol history for INTZ...
[2025-12-01T20:50:44.994619] [DEBUG] [REMOTE    ] INTZ: Fetching historical data.
[2025-12-01T20:50:44.995638] [INFO ] [main      ] Progress: 59/769 forecasts completed (7.7%). ASO finished in 0.8s. ETA: 1m 58s. Rate: 359.94 forecasts/min
[2025-12-01T20:50:45.006394] [DEBUG] [REMOTE    ] INTZ: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:45.007289] [DEBUG] [LOCAL     ] Loaded configuration for INTZ: 7 features, N/A% accuracy
[2025-12-01T20:50:45.007346] [INFO ] [LOCAL     ] INTZ: Loaded 7 optimal features with 39.49% confidence from JSON config
[2025-12-01T20:50:45.007377] [DEBUG] [MAG       ] Building data for symbol: INTZ with lookback: 0
[2025-12-01T20:50:45.008361] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:50:45.008430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:45.014682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:45.016496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:45.017015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:50:45.057134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:50:45.061744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:50:45.062907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:50:45.081520] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:45.086382] [DEBUG] [MAG       ] BPYPO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:45.119985] [DEBUG] [MAG       ] LEN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:45.215415] [INFO ] [LOCAL     ] BPYPO: Saved forecast.
[2025-12-01T20:50:45.215481] [INFO ] [main      ] BPYPO: Signal=1 (Conf=90.0%), Magnitude=-2.14% (Conf=46.2004%)
[2025-12-01T20:50:45.215840] [INFO ] [main      ] Progress: 60/769 forecasts completed (7.8%). BPYPO finished in 0.7s. ETA: 1m 59s. Rate: 358.03 forecasts/min
[2025-12-01T20:50:45.215959] [INFO ] [main      ] Fetching symbol history for NMAI...
[2025-12-01T20:50:45.216000] [DEBUG] [REMOTE    ] NMAI: Fetching historical data.
[2025-12-01T20:50:45.228448] [INFO ] [LOCAL     ] LEN: Saved forecast.
[2025-12-01T20:50:45.228520] [INFO ] [main      ] LEN: Signal=1 (Conf=100.0%), Magnitude=-1.30% (Conf=62.5913%)
[2025-12-01T20:50:45.228919] [INFO ] [main      ] Progress: 61/769 forecasts completed (7.9%). LEN finished in 0.7s. ETA: 1m 57s. Rate: 363.52 forecasts/min
[2025-12-01T20:50:45.228973] [DEBUG] [REMOTE    ] NMAI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:45.229047] [INFO ] [main      ] Fetching symbol history for ALGM...
[2025-12-01T20:50:45.229091] [DEBUG] [REMOTE    ] ALGM: Fetching historical data.
[2025-12-01T20:50:45.230126] [DEBUG] [LOCAL     ] Loaded configuration for NMAI: 8 features, N/A% accuracy
[2025-12-01T20:50:45.230185] [INFO ] [LOCAL     ] NMAI: Loaded 8 optimal features with 45.97% confidence from JSON config
[2025-12-01T20:50:45.230215] [DEBUG] [MAG       ] Building data for symbol: NMAI with lookback: 0
[2025-12-01T20:50:45.230990] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:50:45.231049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:45.235712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:45.237420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:45.237898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:45.238338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:50:45.240644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:50:45.241369] [DEBUG] [REMOTE    ] ALGM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:45.242509] [DEBUG] [LOCAL     ] Loaded configuration for ALGM: 4 features, N/A% accuracy
[2025-12-01T20:50:45.242617] [INFO ] [LOCAL     ] ALGM: Loaded 4 optimal features with 64.57% confidence from JSON config
[2025-12-01T20:50:45.242654] [DEBUG] [MAG       ] Building data for symbol: ALGM with lookback: 0
[2025-12-01T20:50:45.243681] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:50:45.243739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:45.248402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:50:45.249191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:50:45.272443] [DEBUG] [MAG       ] AVAL: Last date is validated at 2025-12-01
[2025-12-01T20:50:45.277428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:50:45.278504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-01T20:50:45.280076] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:45.286139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:50:45.287595] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:45.426812] [DEBUG] [MAG       ] INTZ: Last date is validated at 2025-12-01
[2025-12-01T20:50:45.443411] [DEBUG] [MAG       ] AVAL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:45.558794] [INFO ] [LOCAL     ] AVAL: Saved forecast.
[2025-12-01T20:50:45.558860] [INFO ] [main      ] AVAL: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=32.5049%)
[2025-12-01T20:50:45.559229] [INFO ] [main      ] Progress: 62/769 forecasts completed (8.1%). AVAL finished in 0.6s. ETA: 1m 59s. Rate: 357.74 forecasts/min
[2025-12-01T20:50:45.559356] [INFO ] [main      ] Fetching symbol history for PDP...
[2025-12-01T20:50:45.559399] [DEBUG] [REMOTE    ] PDP: Fetching historical data.
[2025-12-01T20:50:45.571600] [DEBUG] [REMOTE    ] PDP: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:45.573620] [DEBUG] [LOCAL     ] Loaded configuration for PDP: 5 features, N/A% accuracy
[2025-12-01T20:50:45.573677] [INFO ] [LOCAL     ] PDP: Loaded 5 optimal features with 63.96% confidence from JSON config
[2025-12-01T20:50:45.573708] [DEBUG] [MAG       ] Building data for symbol: PDP with lookback: 0
[2025-12-01T20:50:45.574503] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:50:45.574563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:50:45.575307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:50:45.577042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:50:45.577914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:50:45.579114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:50:45.581263] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:45.588405] [DEBUG] [MAG       ] INTZ: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:45.617777] [DEBUG] [MAG       ] NMAI: Last date is validated at 2025-12-01
[2025-12-01T20:50:45.636490] [DEBUG] [MAG       ] ALGM: Last date is validated at 2025-12-01
[2025-12-01T20:50:45.663080] [INFO ] [LOCAL     ] INTZ: Saved forecast.
[2025-12-01T20:50:45.663148] [INFO ] [main      ] INTZ: Signal=1 (Conf=90.0%), Magnitude=4.86% (Conf=39.4929%)
[2025-12-01T20:50:45.663470] [INFO ] [main      ] Fetching symbol history for LINE...
[2025-12-01T20:50:45.663518] [DEBUG] [REMOTE    ] LINE: Fetching historical data.
[2025-12-01T20:50:45.664662] [INFO ] [main      ] Progress: 63/769 forecasts completed (8.2%). INTZ finished in 0.7s. ETA: 1m 58s. Rate: 359.86 forecasts/min
[2025-12-01T20:50:45.674844] [DEBUG] [REMOTE    ] LINE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:45.675925] [DEBUG] [LOCAL     ] Loaded configuration for LINE: 3 features, N/A% accuracy
[2025-12-01T20:50:45.675976] [INFO ] [LOCAL     ] LINE: Loaded 3 optimal features with 66.96% confidence from JSON config
[2025-12-01T20:50:45.676006] [DEBUG] [MAG       ] Building data for symbol: LINE with lookback: 0
[2025-12-01T20:50:45.676771] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:50:45.676826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:50:45.723621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-01T20:50:45.725987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-01T20:50:45.727561] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:45.785976] [DEBUG] [MAG       ] NMAI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:45.798355] [DEBUG] [MAG       ] ALGM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:45.850515] [INFO ] [LOCAL     ] NMAI: Saved forecast.
[2025-12-01T20:50:45.850612] [INFO ] [main      ] NMAI: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=45.9679%)
[2025-12-01T20:50:45.850970] [INFO ] [main      ] Fetching symbol history for KDP...
[2025-12-01T20:50:45.851021] [DEBUG] [REMOTE    ] KDP: Fetching historical data.
[2025-12-01T20:50:45.851645] [INFO ] [main      ] Progress: 64/769 forecasts completed (8.3%). NMAI finished in 0.6s. ETA: 1m 58s. Rate: 359.18 forecasts/min
[2025-12-01T20:50:45.862457] [DEBUG] [REMOTE    ] KDP: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:45.863654] [DEBUG] [LOCAL     ] Loaded configuration for KDP: 6 features, N/A% accuracy
[2025-12-01T20:50:45.863719] [INFO ] [LOCAL     ] KDP: Loaded 6 optimal features with 60.41% confidence from JSON config
[2025-12-01T20:50:45.863751] [DEBUG] [MAG       ] Building data for symbol: KDP with lookback: 0
[2025-12-01T20:50:45.864533] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:50:45.864611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:45.866326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:45.866870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:45.867273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:50:45.886914] [INFO ] [LOCAL     ] ALGM: Saved forecast.
[2025-12-01T20:50:45.886976] [INFO ] [main      ] ALGM: Signal=1 (Conf=90.0%), Magnitude=-4.60% (Conf=64.5681%)
[2025-12-01T20:50:45.887405] [INFO ] [main      ] Fetching symbol history for OGI...
[2025-12-01T20:50:45.887455] [DEBUG] [REMOTE    ] OGI: Fetching historical data.
[2025-12-01T20:50:45.887625] [INFO ] [main      ] Progress: 65/769 forecasts completed (8.5%). ALGM finished in 0.7s. ETA: 1m 56s. Rate: 363.57 forecasts/min
[2025-12-01T20:50:45.898638] [DEBUG] [REMOTE    ] OGI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:45.899822] [DEBUG] [LOCAL     ] Loaded configuration for OGI: 11 features, N/A% accuracy
[2025-12-01T20:50:45.899873] [INFO ] [LOCAL     ] OGI: Loaded 11 optimal features with 41.87% confidence from JSON config
[2025-12-01T20:50:45.899904] [DEBUG] [MAG       ] Building data for symbol: OGI with lookback: 0
[2025-12-01T20:50:45.900664] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-01T20:50:45.900726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:45.902331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:45.902836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:45.903206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:50:45.904053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:50:45.921012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:45.921513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:50:45.922496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:50:45.924109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:50:45.925087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-01T20:50:45.925769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-01T20:50:45.927236] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:45.931169] [DEBUG] [MAG       ] PDP: Last date is validated at 2025-12-01
[2025-12-01T20:50:45.978003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:50:46.025524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-01T20:50:46.027317] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:46.049925] [DEBUG] [MAG       ] LINE: Last date is validated at 2025-12-01
[2025-12-01T20:50:46.099441] [DEBUG] [MAG       ] PDP: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:46.200223] [INFO ] [LOCAL     ] PDP: Saved forecast.
[2025-12-01T20:50:46.200291] [INFO ] [main      ] PDP: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=63.9644%)
[2025-12-01T20:50:46.200695] [INFO ] [main      ] Fetching symbol history for PBM...
[2025-12-01T20:50:46.200748] [DEBUG] [REMOTE    ] PBM: Fetching historical data.
[2025-12-01T20:50:46.201654] [INFO ] [main      ] Progress: 66/769 forecasts completed (8.6%). PDP finished in 0.6s. ETA: 1m 58s. Rate: 358.66 forecasts/min
[2025-12-01T20:50:46.212011] [DEBUG] [MAG       ] LINE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:46.212391] [DEBUG] [REMOTE    ] PBM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:46.213362] [DEBUG] [LOCAL     ] Loaded configuration for PBM: 5 features, N/A% accuracy
[2025-12-01T20:50:46.213438] [INFO ] [LOCAL     ] PBM: Loaded 5 optimal features with 36.34% confidence from JSON config
[2025-12-01T20:50:46.213478] [DEBUG] [MAG       ] Building data for symbol: PBM with lookback: 0
[2025-12-01T20:50:46.214297] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:50:46.214357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:46.219323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:46.221181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:46.221686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:46.222109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:50:46.223015] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:46.255564] [DEBUG] [MAG       ] OGI: Last date is validated at 2025-12-01
[2025-12-01T20:50:46.298208] [INFO ] [LOCAL     ] LINE: Saved forecast.
[2025-12-01T20:50:46.298274] [INFO ] [main      ] LINE: Signal=1 (Conf=90.0%), Magnitude=-1.45% (Conf=66.9571%)
[2025-12-01T20:50:46.298451] [INFO ] [main      ] Fetching symbol history for MA...
[2025-12-01T20:50:46.298495] [DEBUG] [REMOTE    ] MA: Fetching historical data.
[2025-12-01T20:50:46.298857] [INFO ] [main      ] Progress: 67/769 forecasts completed (8.7%). LINE finished in 0.6s. ETA: 1m 57s. Rate: 360.92 forecasts/min
[2025-12-01T20:50:46.309741] [DEBUG] [REMOTE    ] MA: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:46.310829] [DEBUG] [LOCAL     ] Loaded configuration for MA: 2 features, N/A% accuracy
[2025-12-01T20:50:46.310880] [INFO ] [LOCAL     ] MA: Loaded 2 optimal features with 57.44% confidence from JSON config
[2025-12-01T20:50:46.310911] [DEBUG] [MAG       ] Building data for symbol: MA with lookback: 0
[2025-12-01T20:50:46.311689] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:50:46.311757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:46.316366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:50:46.319133] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:46.424366] [DEBUG] [MAG       ] OGI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:46.442360] [DEBUG] [MAG       ] KDP: Last date is validated at 2025-12-01
[2025-12-01T20:50:46.560803] [INFO ] [LOCAL     ] OGI: Saved forecast.
[2025-12-01T20:50:46.560868] [INFO ] [main      ] OGI: Signal=1 (Conf=90.0%), Magnitude=-2.41% (Conf=41.8721%)
[2025-12-01T20:50:46.561350] [INFO ] [main      ] Fetching symbol history for WHD...
[2025-12-01T20:50:46.561400] [DEBUG] [REMOTE    ] WHD: Fetching historical data.
[2025-12-01T20:50:46.561662] [INFO ] [main      ] Progress: 68/769 forecasts completed (8.8%). OGI finished in 0.7s. ETA: 1m 58s. Rate: 357.86 forecasts/min
[2025-12-01T20:50:46.573142] [DEBUG] [REMOTE    ] WHD: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:46.574114] [DEBUG] [LOCAL     ] Loaded configuration for WHD: 9 features, N/A% accuracy
[2025-12-01T20:50:46.574165] [INFO ] [LOCAL     ] WHD: Loaded 9 optimal features with 56.35% confidence from JSON config
[2025-12-01T20:50:46.574196] [DEBUG] [MAG       ] Building data for symbol: WHD with lookback: 0
[2025-12-01T20:50:46.575007] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:50:46.575071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:46.580268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:50:46.582799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:50:46.585653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:46.587388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:46.587910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:50:46.588942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:50:46.590533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:50:46.591985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-01T20:50:46.592689] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:46.611419] [DEBUG] [MAG       ] KDP: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:46.650336] [DEBUG] [MAG       ] PBM: Last date is validated at 2025-12-01
[2025-12-01T20:50:46.687965] [INFO ] [LOCAL     ] KDP: Saved forecast.
[2025-12-01T20:50:46.688030] [INFO ] [main      ] KDP: Signal=1 (Conf=90.0%), Magnitude=-0.06% (Conf=60.414%)
[2025-12-01T20:50:46.688182] [INFO ] [main      ] Fetching symbol history for TGLS...
[2025-12-01T20:50:46.688225] [DEBUG] [REMOTE    ] TGLS: Fetching historical data.
[2025-12-01T20:50:46.689660] [INFO ] [main      ] Progress: 69/769 forecasts completed (9.0%). KDP finished in 0.8s. ETA: 1m 57s. Rate: 359.10 forecasts/min
[2025-12-01T20:50:46.699342] [DEBUG] [REMOTE    ] TGLS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:46.700392] [DEBUG] [LOCAL     ] Loaded configuration for TGLS: 8 features, N/A% accuracy
[2025-12-01T20:50:46.700443] [INFO ] [LOCAL     ] TGLS: Loaded 8 optimal features with 53.00% confidence from JSON config
[2025-12-01T20:50:46.700473] [DEBUG] [MAG       ] Building data for symbol: TGLS with lookback: 0
[2025-12-01T20:50:46.701227] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:50:46.701288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:46.702921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:46.703403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:46.703853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:46.704227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:50:46.704971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:50:46.741406] [DEBUG] [MAG       ] MA: Last date is validated at 2025-12-01
[2025-12-01T20:50:46.810247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:50:46.813325] [DEBUG] [MAG       ] PBM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:46.885535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:50:46.888567] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:46.904512] [DEBUG] [MAG       ] MA: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:46.919965] [INFO ] [LOCAL     ] PBM: Saved forecast.
[2025-12-01T20:50:46.920386] [INFO ] [main      ] PBM: Signal=1 (Conf=90.0%), Magnitude=-26.60% (Conf=36.3447%)
[2025-12-01T20:50:46.920730] [INFO ] [main      ] Progress: 70/769 forecasts completed (9.1%). PBM finished in 0.7s. ETA: 1m 57s. Rate: 357.14 forecasts/min
[2025-12-01T20:50:46.920850] [INFO ] [main      ] Fetching symbol history for BSX...
[2025-12-01T20:50:46.920891] [DEBUG] [REMOTE    ] BSX: Fetching historical data.
[2025-12-01T20:50:46.934536] [DEBUG] [REMOTE    ] BSX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:46.935777] [DEBUG] [LOCAL     ] Loaded configuration for BSX: 8 features, N/A% accuracy
[2025-12-01T20:50:46.935837] [INFO ] [LOCAL     ] BSX: Loaded 8 optimal features with 48.01% confidence from JSON config
[2025-12-01T20:50:46.935869] [DEBUG] [MAG       ] Building data for symbol: BSX with lookback: 0
[2025-12-01T20:50:46.936848] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:50:46.936910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:46.941818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:46.943763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:46.944265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:46.944659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:50:46.945396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:50:46.947225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:50:46.949511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-01T20:50:46.951937] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:47.026336] [DEBUG] [MAG       ] WHD: Last date is validated at 2025-12-01
[2025-12-01T20:50:47.062861] [INFO ] [LOCAL     ] MA: Saved forecast.
[2025-12-01T20:50:47.062924] [INFO ] [main      ] MA: Signal=1 (Conf=90.0%), Magnitude=-1.87% (Conf=57.4444%)
[2025-12-01T20:50:47.063275] [INFO ] [main      ] Fetching symbol history for NXE...
[2025-12-01T20:50:47.063323] [DEBUG] [REMOTE    ] NXE: Fetching historical data.
[2025-12-01T20:50:47.064649] [INFO ] [main      ] Progress: 71/769 forecasts completed (9.2%). MA finished in 0.8s. ETA: 1m 57s. Rate: 357.86 forecasts/min
[2025-12-01T20:50:47.074767] [DEBUG] [REMOTE    ] NXE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:47.075937] [DEBUG] [LOCAL     ] Loaded configuration for NXE: 2 features, N/A% accuracy
[2025-12-01T20:50:47.075988] [INFO ] [LOCAL     ] NXE: Loaded 2 optimal features with 53.33% confidence from JSON config
[2025-12-01T20:50:47.076019] [DEBUG] [MAG       ] Building data for symbol: NXE with lookback: 0
[2025-12-01T20:50:47.076833] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:50:47.076891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:47.081534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:50:47.118885] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:47.193308] [DEBUG] [MAG       ] WHD: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:47.227694] [DEBUG] [MAG       ] TGLS: Last date is validated at 2025-12-01
[2025-12-01T20:50:47.288126] [DEBUG] [MAG       ] BSX: Last date is validated at 2025-12-01
[2025-12-01T20:50:47.295509] [INFO ] [LOCAL     ] WHD: Saved forecast.
[2025-12-01T20:50:47.295585] [INFO ] [main      ] WHD: Signal=1 (Conf=90.0%), Magnitude=-1.00% (Conf=56.3482%)
[2025-12-01T20:50:47.295742] [INFO ] [main      ] Fetching symbol history for DKNG...
[2025-12-01T20:50:47.295785] [DEBUG] [REMOTE    ] DKNG: Fetching historical data.
[2025-12-01T20:50:47.296845] [INFO ] [main      ] Progress: 72/769 forecasts completed (9.4%). WHD finished in 0.7s. ETA: 1m 57s. Rate: 355.96 forecasts/min
[2025-12-01T20:50:47.307282] [DEBUG] [REMOTE    ] DKNG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:47.308221] [DEBUG] [LOCAL     ] Loaded configuration for DKNG: 5 features, N/A% accuracy
[2025-12-01T20:50:47.308270] [INFO ] [LOCAL     ] DKNG: Loaded 5 optimal features with 53.89% confidence from JSON config
[2025-12-01T20:50:47.308300] [DEBUG] [MAG       ] Building data for symbol: DKNG with lookback: 0
[2025-12-01T20:50:47.309119] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:50:47.309178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:47.313820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:47.315557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:47.316043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:47.316415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-01T20:50:47.317483] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:47.396495] [DEBUG] [MAG       ] TGLS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:47.449409] [DEBUG] [MAG       ] NXE: Last date is validated at 2025-12-01
[2025-12-01T20:50:47.456898] [DEBUG] [MAG       ] BSX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:47.497667] [INFO ] [LOCAL     ] TGLS: Saved forecast.
[2025-12-01T20:50:47.497733] [INFO ] [main      ] TGLS: Signal=1 (Conf=90.0%), Magnitude=-3.72% (Conf=53.0028%)
[2025-12-01T20:50:47.498054] [INFO ] [main      ] Fetching symbol history for NATL...
[2025-12-01T20:50:47.498102] [DEBUG] [REMOTE    ] NATL: Fetching historical data.
[2025-12-01T20:50:47.498671] [INFO ] [main      ] Progress: 73/769 forecasts completed (9.5%). TGLS finished in 0.8s. ETA: 1m 58s. Rate: 355.00 forecasts/min
[2025-12-01T20:50:47.509091] [DEBUG] [REMOTE    ] NATL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:47.509945] [DEBUG] [LOCAL     ] Loaded configuration for NATL: 5 features, N/A% accuracy
[2025-12-01T20:50:47.509995] [INFO ] [LOCAL     ] NATL: Loaded 5 optimal features with 57.28% confidence from JSON config
[2025-12-01T20:50:47.510025] [DEBUG] [MAG       ] Building data for symbol: NATL with lookback: 0
[2025-12-01T20:50:47.510795] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:50:47.510863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:50:47.511549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:50:47.513846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:50:47.514495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:50:47.517234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-01T20:50:47.518783] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:47.559923] [INFO ] [LOCAL     ] BSX: Saved forecast.
[2025-12-01T20:50:47.559993] [INFO ] [main      ] BSX: Signal=1 (Conf=90.0%), Magnitude=0.70% (Conf=48.0086%)
[2025-12-01T20:50:47.560396] [INFO ] [main      ] Fetching symbol history for LGIH...
[2025-12-01T20:50:47.560447] [DEBUG] [REMOTE    ] LGIH: Fetching historical data.
[2025-12-01T20:50:47.560671] [INFO ] [main      ] Progress: 74/769 forecasts completed (9.6%). BSX finished in 0.6s. ETA: 1m 56s. Rate: 358.07 forecasts/min
[2025-12-01T20:50:47.572652] [DEBUG] [REMOTE    ] LGIH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:47.573618] [DEBUG] [LOCAL     ] Loaded configuration for LGIH: 5 features, N/A% accuracy
[2025-12-01T20:50:47.573686] [INFO ] [LOCAL     ] LGIH: Loaded 5 optimal features with 61.49% confidence from JSON config
[2025-12-01T20:50:47.573727] [DEBUG] [MAG       ] Building data for symbol: LGIH with lookback: 0
[2025-12-01T20:50:47.574646] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:50:47.574706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:47.576374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:47.576941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:47.577397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:50:47.578173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:50:47.580984] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:47.613774] [DEBUG] [MAG       ] NXE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:47.665138] [DEBUG] [MAG       ] DKNG: Last date is validated at 2025-12-01
[2025-12-01T20:50:47.676376] [INFO ] [LOCAL     ] NXE: Saved forecast.
[2025-12-01T20:50:47.676438] [INFO ] [main      ] NXE: Signal=1 (Conf=90.0%), Magnitude=-2.08% (Conf=53.3323%)
[2025-12-01T20:50:47.676799] [INFO ] [main      ] Fetching symbol history for HSII...
[2025-12-01T20:50:47.676848] [DEBUG] [REMOTE    ] HSII: Fetching historical data.
[2025-12-01T20:50:47.677659] [INFO ] [main      ] Progress: 75/769 forecasts completed (9.8%). NXE finished in 0.6s. ETA: 1m 56s. Rate: 359.51 forecasts/min
[2025-12-01T20:50:47.687909] [DEBUG] [REMOTE    ] HSII: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:47.688810] [DEBUG] [LOCAL     ] Loaded configuration for HSII: 8 features, N/A% accuracy
[2025-12-01T20:50:47.688863] [INFO ] [LOCAL     ] HSII: Loaded 8 optimal features with 27.70% confidence from JSON config
[2025-12-01T20:50:47.688894] [DEBUG] [MAG       ] Building data for symbol: HSII with lookback: 0
[2025-12-01T20:50:47.689665] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:50:47.689724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:47.694348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:47.696090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:47.696538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:47.696926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:50:47.697663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:47.698092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:50:47.699163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-01T20:50:47.701099] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:47.837338] [DEBUG] [MAG       ] DKNG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:47.863685] [DEBUG] [MAG       ] NATL: Last date is validated at 2025-12-01
[2025-12-01T20:50:47.925281] [DEBUG] [MAG       ] LGIH: Last date is validated at 2025-12-01
[2025-12-01T20:50:48.022123] [INFO ] [LOCAL     ] DKNG: Saved forecast.
[2025-12-01T20:50:48.022186] [INFO ] [main      ] DKNG: Signal=1 (Conf=90.0%), Magnitude=3.09% (Conf=53.8869%)
[2025-12-01T20:50:48.022496] [INFO ] [main      ] Fetching symbol history for BJ...
[2025-12-01T20:50:48.022546] [DEBUG] [REMOTE    ] BJ: Fetching historical data.
[2025-12-01T20:50:48.023365] [INFO ] [main      ] Progress: 76/769 forecasts completed (9.9%). DKNG finished in 0.7s. ETA: 1m 57s. Rate: 354.51 forecasts/min
[2025-12-01T20:50:48.028159] [DEBUG] [MAG       ] HSII: Last date is validated at 2025-12-01
[2025-12-01T20:50:48.029293] [DEBUG] [MAG       ] NATL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:48.034361] [DEBUG] [REMOTE    ] BJ: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:48.035358] [DEBUG] [LOCAL     ] Loaded configuration for BJ: 3 features, N/A% accuracy
[2025-12-01T20:50:48.035408] [INFO ] [LOCAL     ] BJ: Loaded 3 optimal features with 46.22% confidence from JSON config
[2025-12-01T20:50:48.035438] [DEBUG] [MAG       ] Building data for symbol: BJ with lookback: 0
[2025-12-01T20:50:48.036216] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:50:48.036275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:48.041093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:50:48.042394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:50:48.043398] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:48.087901] [DEBUG] [MAG       ] LGIH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:48.115351] [INFO ] [LOCAL     ] NATL: Saved forecast.
[2025-12-01T20:50:48.115419] [INFO ] [main      ] NATL: Signal=1 (Conf=90.0%), Magnitude=0.09% (Conf=57.2769%)
[2025-12-01T20:50:48.115756] [INFO ] [main      ] Fetching symbol history for VOC...
[2025-12-01T20:50:48.115805] [DEBUG] [REMOTE    ] VOC: Fetching historical data.
[2025-12-01T20:50:48.116664] [INFO ] [main      ] Progress: 77/769 forecasts completed (10.0%). NATL finished in 0.6s. ETA: 1m 56s. Rate: 356.59 forecasts/min
[2025-12-01T20:50:48.126913] [DEBUG] [REMOTE    ] VOC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:48.127752] [DEBUG] [LOCAL     ] Loaded configuration for VOC: 1 features, N/A% accuracy
[2025-12-01T20:50:48.127811] [INFO ] [LOCAL     ] VOC: Loaded 1 optimal features with 43.92% confidence from JSON config
[2025-12-01T20:50:48.127842] [DEBUG] [MAG       ] Building data for symbol: VOC with lookback: 0
[2025-12-01T20:50:48.128658] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:50:48.128714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:48.133282] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:48.190233] [INFO ] [LOCAL     ] LGIH: Saved forecast.
[2025-12-01T20:50:48.190299] [INFO ] [main      ] LGIH: Signal=1 (Conf=90.0%), Magnitude=1.83% (Conf=61.4885%)
[2025-12-01T20:50:48.190466] [INFO ] [main      ] Fetching symbol history for HWH...
[2025-12-01T20:50:48.190511] [DEBUG] [REMOTE    ] HWH: Fetching historical data.
[2025-12-01T20:50:48.191674] [INFO ] [main      ] Progress: 78/769 forecasts completed (10.1%). LGIH finished in 0.6s. ETA: 1m 55s. Rate: 359.14 forecasts/min
[2025-12-01T20:50:48.191361] [DEBUG] [MAG       ] HSII: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:48.201937] [DEBUG] [REMOTE    ] HWH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:48.203161] [DEBUG] [LOCAL     ] Loaded configuration for HWH: 3 features, N/A% accuracy
[2025-12-01T20:50:48.203212] [INFO ] [LOCAL     ] HWH: Loaded 3 optimal features with 36.71% confidence from JSON config
[2025-12-01T20:50:48.203243] [DEBUG] [MAG       ] Building data for symbol: HWH with lookback: 0
[2025-12-01T20:50:48.204036] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:50:48.204093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:48.208789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:50:48.209774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:50:48.214069] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:48.282523] [INFO ] [LOCAL     ] HSII: Saved forecast.
[2025-12-01T20:50:48.282605] [INFO ] [main      ] HSII: Signal=1 (Conf=90.0%), Magnitude=-0.45% (Conf=27.7045%)
[2025-12-01T20:50:48.282767] [INFO ] [main      ] Fetching symbol history for AXON...
[2025-12-01T20:50:48.282809] [DEBUG] [REMOTE    ] AXON: Fetching historical data.
[2025-12-01T20:50:48.285669] [INFO ] [main      ] Progress: 79/769 forecasts completed (10.3%). HSII finished in 0.6s. ETA: 1m 55s. Rate: 361.14 forecasts/min
[2025-12-01T20:50:48.293928] [DEBUG] [REMOTE    ] AXON: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:48.295106] [DEBUG] [LOCAL     ] Loaded configuration for AXON: 9 features, N/A% accuracy
[2025-12-01T20:50:48.295158] [INFO ] [LOCAL     ] AXON: Loaded 9 optimal features with 63.61% confidence from JSON config
[2025-12-01T20:50:48.295189] [DEBUG] [MAG       ] Building data for symbol: AXON with lookback: 0
[2025-12-01T20:50:48.295969] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:50:48.296028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:48.300802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:48.302501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:48.302982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:48.303395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:48.303786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:50:48.306049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:50:48.343902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:50:48.346557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:50:48.347306] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:48.408249] [DEBUG] [MAG       ] BJ: Last date is validated at 2025-12-01
[2025-12-01T20:50:48.468944] [DEBUG] [MAG       ] VOC: Last date is validated at 2025-12-01
[2025-12-01T20:50:48.547153] [DEBUG] [MAG       ] HWH: Last date is validated at 2025-12-01
[2025-12-01T20:50:48.575534] [DEBUG] [MAG       ] BJ: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:48.635524] [DEBUG] [MAG       ] VOC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:48.678440] [INFO ] [LOCAL     ] BJ: Saved forecast.
[2025-12-01T20:50:48.678504] [INFO ] [main      ] BJ: Signal=1 (Conf=90.0%), Magnitude=-0.76% (Conf=46.2187%)
[2025-12-01T20:50:48.678849] [INFO ] [main      ] Progress: 80/769 forecasts completed (10.4%). BJ finished in 0.7s. ETA: 1m 56s. Rate: 355.08 forecasts/min
[2025-12-01T20:50:48.678970] [INFO ] [main      ] Fetching symbol history for AGNCL...
[2025-12-01T20:50:48.679012] [DEBUG] [REMOTE    ] AGNCL: Fetching historical data.
[2025-12-01T20:50:48.689522] [DEBUG] [REMOTE    ] AGNCL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:48.689840] [INFO ] [LOCAL     ] VOC: Saved forecast.
[2025-12-01T20:50:48.689912] [INFO ] [main      ] VOC: Signal=1 (Conf=90.0%), Magnitude=-2.52% (Conf=43.918%)
[2025-12-01T20:50:48.690274] [INFO ] [main      ] Fetching symbol history for TBIL...
[2025-12-01T20:50:48.690326] [DEBUG] [REMOTE    ] TBIL: Fetching historical data.
[2025-12-01T20:50:48.690296] [INFO ] [main      ] Progress: 81/769 forecasts completed (10.5%). VOC finished in 0.6s. ETA: 1m 55s. Rate: 359.21 forecasts/min
[2025-12-01T20:50:48.690677] [DEBUG] [LOCAL     ] Loaded configuration for AGNCL: 3 features, N/A% accuracy
[2025-12-01T20:50:48.690726] [INFO ] [LOCAL     ] AGNCL: Loaded 3 optimal features with 56.45% confidence from JSON config
[2025-12-01T20:50:48.690758] [DEBUG] [MAG       ] Building data for symbol: AGNCL with lookback: 0
[2025-12-01T20:50:48.691535] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:50:48.691613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:50:48.701495] [DEBUG] [REMOTE    ] TBIL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:48.702390] [DEBUG] [LOCAL     ] Loaded configuration for TBIL: 50 features, N/A% accuracy
[2025-12-01T20:50:48.702440] [INFO ] [LOCAL     ] TBIL: Loaded 50 optimal features with 14.41% confidence from JSON config
[2025-12-01T20:50:48.702470] [DEBUG] [MAG       ] Building data for symbol: TBIL with lookback: 0
[2025-12-01T20:50:48.702434] [DEBUG] [MAG       ] AXON: Last date is validated at 2025-12-01
[2025-12-01T20:50:48.703226] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-01T20:50:48.703319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:48.707975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:48.709738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:48.710218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:48.710660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:48.711043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:50:48.711333] [DEBUG] [MAG       ] HWH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:48.711760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:50:48.712514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:50:48.714886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:50:48.737794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-01T20:50:48.738729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-01T20:50:48.742920] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:48.783095] [INFO ] [LOCAL     ] HWH: Saved forecast.
[2025-12-01T20:50:48.783161] [INFO ] [main      ] HWH: Signal=1 (Conf=90.0%), Magnitude=-22.30% (Conf=36.7107%)
[2025-12-01T20:50:48.783519] [INFO ] [main      ] Fetching symbol history for IHS...
[2025-12-01T20:50:48.783584] [DEBUG] [REMOTE    ] IHS: Fetching historical data.
[2025-12-01T20:50:48.784653] [INFO ] [main      ] Progress: 82/769 forecasts completed (10.7%). HWH finished in 0.6s. ETA: 1m 54s. Rate: 361.13 forecasts/min
[2025-12-01T20:50:48.795187] [DEBUG] [REMOTE    ] IHS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:48.796238] [DEBUG] [LOCAL     ] Loaded configuration for IHS: 5 features, N/A% accuracy
[2025-12-01T20:50:48.796287] [INFO ] [LOCAL     ] IHS: Loaded 5 optimal features with 39.05% confidence from JSON config
[2025-12-01T20:50:48.796317] [DEBUG] [MAG       ] Building data for symbol: IHS with lookback: 0
[2025-12-01T20:50:48.797121] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:50:48.797179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:48.798853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:48.799435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:48.799847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:50:48.824619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:50:48.826596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:50:48.864618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:50:48.865829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:50:48.866610] [DEBUG] [MAG       ] AXON: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:48.905769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:50:48.905773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:50:48.906821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:50:48.907328] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:48.908042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:50:48.984729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:50:48.985609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:50:48.987417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:50:48.990169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:50:48.991230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:50:48.993293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:50:48.994034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:50:48.998288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:50:48.999665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:50:49.001306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-01T20:50:49.002998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:50:49.005917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:50:49.006557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-01T20:50:49.007287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:50:49.009349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:50:49.010413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-01T20:50:49.011127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-01T20:50:49.011843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-01T20:50:49.012886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:50:49.015676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-01T20:50:49.017291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-01T20:50:49.019822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-01T20:50:49.022089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-01T20:50:49.025858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:50:49.044236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:50:49.045416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:50:49.047059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-01T20:50:49.047760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-01T20:50:49.049359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-01T20:50:49.050916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-01T20:50:49.051818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:50:49.052941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-01T20:50:49.054999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-01T20:50:49.056458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-01T20:50:49.058160] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:49.072297] [INFO ] [LOCAL     ] AXON: Saved forecast.
[2025-12-01T20:50:49.072365] [INFO ] [main      ] AXON: Signal=1 (Conf=90.0%), Magnitude=-2.00% (Conf=63.6148%)
[2025-12-01T20:50:49.072731] [INFO ] [main      ] Fetching symbol history for AUID...
[2025-12-01T20:50:49.072782] [DEBUG] [REMOTE    ] AUID: Fetching historical data.
[2025-12-01T20:50:49.073656] [INFO ] [main      ] Progress: 83/769 forecasts completed (10.8%). AXON finished in 0.8s. ETA: 1m 55s. Rate: 357.94 forecasts/min
[2025-12-01T20:50:49.083900] [DEBUG] [REMOTE    ] AUID: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:49.084945] [DEBUG] [LOCAL     ] Loaded configuration for AUID: 4 features, N/A% accuracy
[2025-12-01T20:50:49.084996] [INFO ] [LOCAL     ] AUID: Loaded 4 optimal features with 52.23% confidence from JSON config
[2025-12-01T20:50:49.085026] [DEBUG] [MAG       ] Building data for symbol: AUID with lookback: 0
[2025-12-01T20:50:49.085801] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:50:49.085858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:49.087599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:49.088085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-01T20:50:49.088863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-01T20:50:49.090008] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:49.093920] [DEBUG] [MAG       ] AGNCL: Last date is validated at 2025-12-01
[2025-12-01T20:50:49.243667] [DEBUG] [MAG       ] IHS: Last date is validated at 2025-12-01
[2025-12-01T20:50:49.262419] [DEBUG] [MAG       ] AGNCL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:49.317702] [INFO ] [LOCAL     ] AGNCL: Saved forecast.
[2025-12-01T20:50:49.317773] [INFO ] [main      ] AGNCL: Signal=1 (Conf=90.0%), Magnitude=0.24% (Conf=56.4549%)
[2025-12-01T20:50:49.318124] [INFO ] [main      ] Progress: 84/769 forecasts completed (10.9%). AGNCL finished in 0.6s. ETA: 1m 55s. Rate: 356.00 forecasts/min
[2025-12-01T20:50:49.318242] [INFO ] [main      ] Fetching symbol history for NFLX...
[2025-12-01T20:50:49.318284] [DEBUG] [REMOTE    ] NFLX: Fetching historical data.
[2025-12-01T20:50:49.331258] [DEBUG] [REMOTE    ] NFLX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:49.332194] [DEBUG] [LOCAL     ] Loaded configuration for NFLX: 6 features, N/A% accuracy
[2025-12-01T20:50:49.332253] [INFO ] [LOCAL     ] NFLX: Loaded 6 optimal features with 70.18% confidence from JSON config
[2025-12-01T20:50:49.332286] [DEBUG] [MAG       ] Building data for symbol: NFLX with lookback: 0
[2025-12-01T20:50:49.333089] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:50:49.333149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:49.337838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:49.339617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:49.340132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:50:49.340993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:50:49.343283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-01T20:50:49.344774] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:49.387227] [DEBUG] [MAG       ] TBIL: Last date is validated at 2025-12-01
[2025-12-01T20:50:49.413309] [DEBUG] [MAG       ] IHS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:49.417222] [DEBUG] [MAG       ] AUID: Last date is validated at 2025-12-01
[2025-12-01T20:50:49.470283] [INFO ] [LOCAL     ] IHS: Saved forecast.
[2025-12-01T20:50:49.470348] [INFO ] [main      ] IHS: Signal=1 (Conf=90.0%), Magnitude=0.17% (Conf=39.0465%)
[2025-12-01T20:50:49.470704] [INFO ] [main      ] Fetching symbol history for LII...
[2025-12-01T20:50:49.470756] [DEBUG] [REMOTE    ] LII: Fetching historical data.
[2025-12-01T20:50:49.471665] [INFO ] [main      ] Progress: 85/769 forecasts completed (11.1%). IHS finished in 0.7s. ETA: 1m 55s. Rate: 356.37 forecasts/min
[2025-12-01T20:50:49.482356] [DEBUG] [REMOTE    ] LII: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:49.483539] [DEBUG] [LOCAL     ] Loaded configuration for LII: 1 features, N/A% accuracy
[2025-12-01T20:50:49.483618] [INFO ] [LOCAL     ] LII: Loaded 1 optimal features with 52.72% confidence from JSON config
[2025-12-01T20:50:49.483653] [DEBUG] [MAG       ] Building data for symbol: LII with lookback: 0
[2025-12-01T20:50:49.484430] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:50:49.484488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:50:49.527181] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:49.554751] [DEBUG] [MAG       ] TBIL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:49.583870] [DEBUG] [MAG       ] AUID: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:49.651054] [INFO ] [LOCAL     ] AUID: Saved forecast.
[2025-12-01T20:50:49.651118] [INFO ] [main      ] AUID: Signal=1 (Conf=90.0%), Magnitude=-12.32% (Conf=52.2308%)
[2025-12-01T20:50:49.651454] [INFO ] [main      ] Fetching symbol history for DHIL...
[2025-12-01T20:50:49.651502] [DEBUG] [REMOTE    ] DHIL: Fetching historical data.
[2025-12-01T20:50:49.651667] [INFO ] [main      ] Progress: 86/769 forecasts completed (11.2%). AUID finished in 0.6s. ETA: 1m 55s. Rate: 356.08 forecasts/min
[2025-12-01T20:50:49.662385] [DEBUG] [REMOTE    ] DHIL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:49.663276] [DEBUG] [LOCAL     ] Loaded configuration for DHIL: 9 features, N/A% accuracy
[2025-12-01T20:50:49.663326] [INFO ] [LOCAL     ] DHIL: Loaded 9 optimal features with 52.69% confidence from JSON config
[2025-12-01T20:50:49.663356] [DEBUG] [MAG       ] Building data for symbol: DHIL with lookback: 0
[2025-12-01T20:50:49.664119] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:50:49.664178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:49.665833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:49.666333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:49.666724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:50:49.667592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:50:49.691129] [DEBUG] [MAG       ] NFLX: Last date is validated at 2025-12-01
[2025-12-01T20:50:49.712389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:50:49.713599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:50:49.715459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-01T20:50:49.716994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-01T20:50:49.718592] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:49.813391] [INFO ] [LOCAL     ] TBIL: Saved forecast.
[2025-12-01T20:50:49.813463] [INFO ] [main      ] TBIL: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.406%)
[2025-12-01T20:50:49.813851] [INFO ] [main      ] Fetching symbol history for AFYA...
[2025-12-01T20:50:49.813903] [DEBUG] [REMOTE    ] AFYA: Fetching historical data.
[2025-12-01T20:50:49.815658] [INFO ] [main      ] Progress: 87/769 forecasts completed (11.3%). TBIL finished in 1.1s. ETA: 1m 55s. Rate: 356.19 forecasts/min
[2025-12-01T20:50:49.826742] [DEBUG] [REMOTE    ] AFYA: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:49.827792] [DEBUG] [LOCAL     ] Loaded configuration for AFYA: 0 features, N/A% accuracy
[2025-12-01T20:50:49.827860] [INFO ] [LOCAL     ] AFYA: Loaded 0 optimal features with 44.94% confidence from JSON config
[2025-12-01T20:50:49.827900] [DEBUG] [MAG       ] Building data for symbol: AFYA with lookback: 0
[2025-12-01T20:50:49.828696] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-01T20:50:49.865779] [DEBUG] [MAG       ] NFLX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:49.870864] [DEBUG] [MAG       ] LII: Last date is validated at 2025-12-01
[2025-12-01T20:50:49.975618] [INFO ] [LOCAL     ] NFLX: Saved forecast.
[2025-12-01T20:50:49.975684] [INFO ] [main      ] NFLX: Signal=1 (Conf=90.0%), Magnitude=0.47% (Conf=70.1827%)
[2025-12-01T20:50:49.976054] [INFO ] [main      ] Progress: 88/769 forecasts completed (11.4%). NFLX finished in 0.7s. ETA: 1m 55s. Rate: 356.39 forecasts/min
[2025-12-01T20:50:49.976181] [INFO ] [main      ] Fetching symbol history for QVAL...
[2025-12-01T20:50:49.976223] [DEBUG] [REMOTE    ] QVAL: Fetching historical data.
[2025-12-01T20:50:49.988653] [DEBUG] [REMOTE    ] QVAL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:49.989441] [DEBUG] [LOCAL     ] Loaded configuration for QVAL: 4 features, N/A% accuracy
[2025-12-01T20:50:49.989505] [INFO ] [LOCAL     ] QVAL: Loaded 4 optimal features with 53.96% confidence from JSON config
[2025-12-01T20:50:49.989539] [DEBUG] [MAG       ] Building data for symbol: QVAL with lookback: 0
[2025-12-01T20:50:49.990722] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:50:49.990782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:49.995808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:49.997619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:49.998134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:50:49.998950] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:50.045466] [DEBUG] [MAG       ] LII: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:50.049254] [DEBUG] [MAG       ] DHIL: Last date is validated at 2025-12-01
[2025-12-01T20:50:50.162827] [DEBUG] [MAG       ] AFYA: Last date is validated at 2025-12-01
[2025-12-01T20:50:50.188655] [INFO ] [LOCAL     ] LII: Saved forecast.
[2025-12-01T20:50:50.188721] [INFO ] [main      ] LII: Signal=1 (Conf=90.0%), Magnitude=-3.35% (Conf=52.7203%)
[2025-12-01T20:50:50.188878] [INFO ] [main      ] Fetching symbol history for WKSP...
[2025-12-01T20:50:50.188920] [DEBUG] [REMOTE    ] WKSP: Fetching historical data.
[2025-12-01T20:50:50.190672] [INFO ] [main      ] Progress: 89/769 forecasts completed (11.6%). LII finished in 0.7s. ETA: 1m 55s. Rate: 355.29 forecasts/min
[2025-12-01T20:50:50.200943] [DEBUG] [REMOTE    ] WKSP: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:50.202121] [DEBUG] [LOCAL     ] Loaded configuration for WKSP: 6 features, N/A% accuracy
[2025-12-01T20:50:50.202171] [INFO ] [LOCAL     ] WKSP: Loaded 6 optimal features with 55.74% confidence from JSON config
[2025-12-01T20:50:50.202203] [DEBUG] [MAG       ] Building data for symbol: WKSP with lookback: 0
[2025-12-01T20:50:50.202998] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:50:50.203057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:50.207910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:50.209701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:50.211810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:50:50.212607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:50:50.213286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-01T20:50:50.213910] [DEBUG] [MAG       ] DHIL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:50.214865] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:50.321716] [INFO ] [LOCAL     ] DHIL: Saved forecast.
[2025-12-01T20:50:50.321789] [INFO ] [main      ] DHIL: Signal=1 (Conf=90.0%), Magnitude=1.40% (Conf=52.6877%)
[2025-12-01T20:50:50.322108] [INFO ] [main      ] Fetching symbol history for LINC...
[2025-12-01T20:50:50.322157] [DEBUG] [REMOTE    ] LINC: Fetching historical data.
[2025-12-01T20:50:50.322663] [INFO ] [main      ] Progress: 90/769 forecasts completed (11.7%). DHIL finished in 0.7s. ETA: 1m 54s. Rate: 356.15 forecasts/min
[2025-12-01T20:50:50.333304] [DEBUG] [MAG       ] AFYA: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:50.334054] [DEBUG] [REMOTE    ] LINC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:50.335159] [DEBUG] [LOCAL     ] Loaded configuration for LINC: 8 features, N/A% accuracy
[2025-12-01T20:50:50.335215] [INFO ] [LOCAL     ] LINC: Loaded 8 optimal features with 42.50% confidence from JSON config
[2025-12-01T20:50:50.335245] [DEBUG] [MAG       ] Building data for symbol: LINC with lookback: 0
[2025-12-01T20:50:50.336009] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:50:50.336068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:50.340899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:50.342639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:50.343111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:50.343167] [DEBUG] [MAG       ] QVAL: Last date is validated at 2025-12-01
[2025-12-01T20:50:50.343475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:50:50.345777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:50:50.347335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-01T20:50:50.347992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-01T20:50:50.348689] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:50.397785] [INFO ] [LOCAL     ] AFYA: Saved forecast.
[2025-12-01T20:50:50.397855] [INFO ] [main      ] AFYA: Signal=1 (Conf=90.0%), Magnitude=1.77% (Conf=44.9433%)
[2025-12-01T20:50:50.398015] [INFO ] [main      ] Fetching symbol history for GECC...
[2025-12-01T20:50:50.398058] [DEBUG] [REMOTE    ] GECC: Fetching historical data.
[2025-12-01T20:50:50.399662] [INFO ] [main      ] Progress: 91/769 forecasts completed (11.8%). AFYA finished in 0.6s. ETA: 1m 54s. Rate: 358.29 forecasts/min
[2025-12-01T20:50:50.409851] [DEBUG] [REMOTE    ] GECC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:50.410808] [DEBUG] [LOCAL     ] Loaded configuration for GECC: 8 features, N/A% accuracy
[2025-12-01T20:50:50.410873] [INFO ] [LOCAL     ] GECC: Loaded 8 optimal features with 58.40% confidence from JSON config
[2025-12-01T20:50:50.410912] [DEBUG] [MAG       ] Building data for symbol: GECC with lookback: 0
[2025-12-01T20:50:50.411702] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:50:50.411767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:50.413537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:50.414067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:50.414498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:50.414917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:50:50.415940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:50:50.418877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:50:50.419972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:50:50.421554] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:50.515836] [DEBUG] [MAG       ] QVAL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:50.554168] [DEBUG] [MAG       ] WKSP: Last date is validated at 2025-12-01
[2025-12-01T20:50:50.592597] [INFO ] [LOCAL     ] QVAL: Saved forecast.
[2025-12-01T20:50:50.592667] [INFO ] [main      ] QVAL: Signal=1 (Conf=90.0%), Magnitude=-0.78% (Conf=53.9553%)
[2025-12-01T20:50:50.593026] [INFO ] [main      ] Fetching symbol history for WCLD...
[2025-12-01T20:50:50.593076] [DEBUG] [REMOTE    ] WCLD: Fetching historical data.
[2025-12-01T20:50:50.593658] [INFO ] [main      ] Progress: 92/769 forecasts completed (12.0%). QVAL finished in 0.6s. ETA: 1m 54s. Rate: 357.68 forecasts/min
[2025-12-01T20:50:50.605655] [DEBUG] [REMOTE    ] WCLD: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:50.606658] [DEBUG] [LOCAL     ] Loaded configuration for WCLD: 5 features, N/A% accuracy
[2025-12-01T20:50:50.606712] [INFO ] [LOCAL     ] WCLD: Loaded 5 optimal features with 53.31% confidence from JSON config
[2025-12-01T20:50:50.606743] [DEBUG] [MAG       ] Building data for symbol: WCLD with lookback: 0
[2025-12-01T20:50:50.607516] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:50:50.607592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:50.609429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:50.610011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:50:50.610926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:50:50.613301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:50:50.678325] [DEBUG] [MAG       ] LINC: Last date is validated at 2025-12-01
[2025-12-01T20:50:50.689976] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:50.718828] [DEBUG] [MAG       ] WKSP: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:50.758097] [DEBUG] [MAG       ] GECC: Last date is validated at 2025-12-01
[2025-12-01T20:50:50.791705] [INFO ] [LOCAL     ] WKSP: Saved forecast.
[2025-12-01T20:50:50.791770] [INFO ] [main      ] WKSP: Signal=1 (Conf=90.0%), Magnitude=-20.87% (Conf=55.7376%)
[2025-12-01T20:50:50.792169] [INFO ] [main      ] Fetching symbol history for CDXS...
[2025-12-01T20:50:50.792219] [DEBUG] [REMOTE    ] CDXS: Fetching historical data.
[2025-12-01T20:50:50.792664] [INFO ] [main      ] Progress: 93/769 forecasts completed (12.1%). WKSP finished in 0.6s. ETA: 1m 54s. Rate: 356.96 forecasts/min
[2025-12-01T20:50:50.803217] [DEBUG] [REMOTE    ] CDXS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:50.804211] [DEBUG] [LOCAL     ] Loaded configuration for CDXS: 5 features, N/A% accuracy
[2025-12-01T20:50:50.804271] [INFO ] [LOCAL     ] CDXS: Loaded 5 optimal features with 60.51% confidence from JSON config
[2025-12-01T20:50:50.804301] [DEBUG] [MAG       ] Building data for symbol: CDXS with lookback: 0
[2025-12-01T20:50:50.805076] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:50:50.805133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:50.809823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:50:50.842512] [DEBUG] [MAG       ] LINC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:50.858532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:50:50.859341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:50:50.863115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-01T20:50:50.865282] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:50.922919] [INFO ] [LOCAL     ] LINC: Saved forecast.
[2025-12-01T20:50:50.922981] [INFO ] [main      ] LINC: Signal=1 (Conf=90.0%), Magnitude=7.10% (Conf=42.4983%)
[2025-12-01T20:50:50.923320] [INFO ] [main      ] Fetching symbol history for CSTL...
[2025-12-01T20:50:50.923369] [DEBUG] [REMOTE    ] CSTL: Fetching historical data.
[2025-12-01T20:50:50.924654] [INFO ] [main      ] Progress: 94/769 forecasts completed (12.2%). LINC finished in 0.6s. ETA: 1m 53s. Rate: 357.78 forecasts/min
[2025-12-01T20:50:50.928022] [DEBUG] [MAG       ] GECC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:50.934307] [DEBUG] [REMOTE    ] CSTL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:50.935323] [DEBUG] [LOCAL     ] Loaded configuration for CSTL: 5 features, N/A% accuracy
[2025-12-01T20:50:50.935383] [INFO ] [LOCAL     ] CSTL: Loaded 5 optimal features with 55.68% confidence from JSON config
[2025-12-01T20:50:50.935414] [DEBUG] [MAG       ] Building data for symbol: CSTL with lookback: 0
[2025-12-01T20:50:50.936182] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:50:50.936240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:50.940935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:50.942720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:50.943183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:50.943552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:50:50.944283] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:50.991742] [INFO ] [LOCAL     ] GECC: Saved forecast.
[2025-12-01T20:50:50.991811] [INFO ] [main      ] GECC: Signal=1 (Conf=90.0%), Magnitude=-1.11% (Conf=58.3957%)
[2025-12-01T20:50:50.991971] [INFO ] [main      ] Fetching symbol history for AAP...
[2025-12-01T20:50:50.992013] [DEBUG] [REMOTE    ] AAP: Fetching historical data.
[2025-12-01T20:50:50.993351] [INFO ] [main      ] Progress: 95/769 forecasts completed (12.4%). GECC finished in 0.6s. ETA: 1m 52s. Rate: 360.02 forecasts/min
[2025-12-01T20:50:51.004129] [DEBUG] [REMOTE    ] AAP: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:51.005076] [DEBUG] [LOCAL     ] Loaded configuration for AAP: 5 features, N/A% accuracy
[2025-12-01T20:50:51.005126] [INFO ] [LOCAL     ] AAP: Loaded 5 optimal features with 47.83% confidence from JSON config
[2025-12-01T20:50:51.005156] [DEBUG] [MAG       ] Building data for symbol: AAP with lookback: 0
[2025-12-01T20:50:51.005915] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:50:51.005975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:50:51.006822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:50:51.007798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:50:51.033639] [DEBUG] [MAG       ] WCLD: Last date is validated at 2025-12-01
[2025-12-01T20:50:51.056489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:50:51.060671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:50:51.061926] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:51.196210] [DEBUG] [MAG       ] CDXS: Last date is validated at 2025-12-01
[2025-12-01T20:50:51.213224] [DEBUG] [MAG       ] WCLD: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:51.273957] [DEBUG] [MAG       ] CSTL: Last date is validated at 2025-12-01
[2025-12-01T20:50:51.295231] [INFO ] [LOCAL     ] WCLD: Saved forecast.
[2025-12-01T20:50:51.295297] [INFO ] [main      ] WCLD: Signal=1 (Conf=90.0%), Magnitude=1.06% (Conf=53.3077%)
[2025-12-01T20:50:51.295685] [INFO ] [main      ] Fetching symbol history for LHX...
[2025-12-01T20:50:51.295740] [DEBUG] [REMOTE    ] LHX: Fetching historical data.
[2025-12-01T20:50:51.296656] [INFO ] [main      ] Progress: 96/769 forecasts completed (12.5%). WCLD finished in 0.7s. ETA: 1m 53s. Rate: 356.97 forecasts/min
[2025-12-01T20:50:51.307545] [DEBUG] [REMOTE    ] LHX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:51.308787] [DEBUG] [LOCAL     ] Loaded configuration for LHX: 5 features, N/A% accuracy
[2025-12-01T20:50:51.308841] [INFO ] [LOCAL     ] LHX: Loaded 5 optimal features with 57.96% confidence from JSON config
[2025-12-01T20:50:51.308872] [DEBUG] [MAG       ] Building data for symbol: LHX with lookback: 0
[2025-12-01T20:50:51.309684] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:50:51.309745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:50:51.310477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:50:51.311462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:50:51.312202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-01T20:50:51.312917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:50:51.314096] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:51.364547] [DEBUG] [MAG       ] CDXS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:51.387978] [DEBUG] [MAG       ] AAP: Last date is validated at 2025-12-01
[2025-12-01T20:50:51.432897] [INFO ] [LOCAL     ] CDXS: Saved forecast.
[2025-12-01T20:50:51.432984] [INFO ] [main      ] CDXS: Signal=1 (Conf=90.0%), Magnitude=-1.34% (Conf=60.5064%)
[2025-12-01T20:50:51.433524] [INFO ] [main      ] Fetching symbol history for BSJS...
[2025-12-01T20:50:51.433610] [DEBUG] [REMOTE    ] BSJS: Fetching historical data.
[2025-12-01T20:50:51.433638] [INFO ] [main      ] Progress: 97/769 forecasts completed (12.6%). CDXS finished in 0.6s. ETA: 1m 53s. Rate: 357.65 forecasts/min
[2025-12-01T20:50:51.439207] [DEBUG] [MAG       ] CSTL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:51.446316] [DEBUG] [REMOTE    ] BSJS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:51.447533] [DEBUG] [LOCAL     ] Loaded configuration for BSJS: 8 features, N/A% accuracy
[2025-12-01T20:50:51.447611] [INFO ] [LOCAL     ] BSJS: Loaded 8 optimal features with 30.56% confidence from JSON config
[2025-12-01T20:50:51.447644] [DEBUG] [MAG       ] Building data for symbol: BSJS with lookback: 0
[2025-12-01T20:50:51.448472] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:50:51.448544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:51.453513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:51.455308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:51.455804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:51.456229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:51.456657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:50:51.457818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-01T20:50:51.459923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-01T20:50:51.461362] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:51.527594] [INFO ] [LOCAL     ] CSTL: Saved forecast.
[2025-12-01T20:50:51.527676] [INFO ] [main      ] CSTL: Signal=1 (Conf=90.0%), Magnitude=2.06% (Conf=55.6795%)
[2025-12-01T20:50:51.528031] [INFO ] [main      ] Fetching symbol history for WULF...
[2025-12-01T20:50:51.528079] [DEBUG] [REMOTE    ] WULF: Fetching historical data.
[2025-12-01T20:50:51.528634] [INFO ] [main      ] Progress: 98/769 forecasts completed (12.7%). CSTL finished in 0.6s. ETA: 1m 52s. Rate: 359.24 forecasts/min
[2025-12-01T20:50:51.540422] [DEBUG] [REMOTE    ] WULF: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:51.541649] [DEBUG] [LOCAL     ] Loaded configuration for WULF: 7 features, N/A% accuracy
[2025-12-01T20:50:51.541702] [INFO ] [LOCAL     ] WULF: Loaded 7 optimal features with 57.65% confidence from JSON config
[2025-12-01T20:50:51.541733] [DEBUG] [MAG       ] Building data for symbol: WULF with lookback: 0
[2025-12-01T20:50:51.542555] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:50:51.542630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:51.547469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:51.549320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:51.549799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:51.550177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:50:51.555497] [DEBUG] [MAG       ] AAP: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:51.598677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:50:51.599865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-01T20:50:51.603563] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:51.659428] [DEBUG] [MAG       ] LHX: Last date is validated at 2025-12-01
[2025-12-01T20:50:51.670258] [INFO ] [LOCAL     ] AAP: Saved forecast.
[2025-12-01T20:50:51.670322] [INFO ] [main      ] AAP: Signal=1 (Conf=90.0%), Magnitude=7.76% (Conf=47.8253%)
[2025-12-01T20:50:51.670645] [INFO ] [main      ] Fetching symbol history for PRTA...
[2025-12-01T20:50:51.670694] [DEBUG] [REMOTE    ] PRTA: Fetching historical data.
[2025-12-01T20:50:51.671506] [INFO ] [main      ] Progress: 99/769 forecasts completed (12.9%). AAP finished in 0.7s. ETA: 1m 52s. Rate: 359.76 forecasts/min
[2025-12-01T20:50:51.682790] [DEBUG] [REMOTE    ] PRTA: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:51.683764] [DEBUG] [LOCAL     ] Loaded configuration for PRTA: 5 features, N/A% accuracy
[2025-12-01T20:50:51.683815] [INFO ] [LOCAL     ] PRTA: Loaded 5 optimal features with 58.13% confidence from JSON config
[2025-12-01T20:50:51.683851] [DEBUG] [MAG       ] Building data for symbol: PRTA with lookback: 0
[2025-12-01T20:50:51.684606] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:50:51.684664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:51.689624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:50:51.690399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:50:51.796236] [DEBUG] [MAG       ] BSJS: Last date is validated at 2025-12-01
[2025-12-01T20:50:51.796660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:50:51.797443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:50:51.798719] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:51.827599] [DEBUG] [MAG       ] LHX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:51.935198] [INFO ] [LOCAL     ] LHX: Saved forecast.
[2025-12-01T20:50:51.935260] [INFO ] [main      ] LHX: Signal=1 (Conf=90.0%), Magnitude=-3.03% (Conf=57.9642%)
[2025-12-01T20:50:51.935598] [INFO ] [main      ] Fetching symbol history for PFG...
[2025-12-01T20:50:51.935646] [DEBUG] [REMOTE    ] PFG: Fetching historical data.
[2025-12-01T20:50:51.935652] [INFO ] [main      ] Progress: 100/769 forecasts completed (13.0%). LHX finished in 0.6s. ETA: 1m 52s. Rate: 357.68 forecasts/min
[2025-12-01T20:50:51.946879] [DEBUG] [REMOTE    ] PFG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:51.947800] [DEBUG] [MAG       ] WULF: Last date is validated at 2025-12-01
[2025-12-01T20:50:51.947988] [DEBUG] [LOCAL     ] Loaded configuration for PFG: 3 features, N/A% accuracy
[2025-12-01T20:50:51.948040] [INFO ] [LOCAL     ] PFG: Loaded 3 optimal features with 57.63% confidence from JSON config
[2025-12-01T20:50:51.948070] [DEBUG] [MAG       ] Building data for symbol: PFG with lookback: 0
[2025-12-01T20:50:51.948887] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:50:51.948955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:51.953538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:51.955275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:51.955784] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:51.961132] [DEBUG] [MAG       ] BSJS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:52.020105] [INFO ] [LOCAL     ] BSJS: Saved forecast.
[2025-12-01T20:50:52.020171] [INFO ] [main      ] BSJS: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=30.5632%)
[2025-12-01T20:50:52.020329] [INFO ] [main      ] Fetching symbol history for CMP...
[2025-12-01T20:50:52.020373] [DEBUG] [REMOTE    ] CMP: Fetching historical data.
[2025-12-01T20:50:52.021647] [INFO ] [main      ] Progress: 101/769 forecasts completed (13.1%). BSJS finished in 0.6s. ETA: 1m 52s. Rate: 359.41 forecasts/min
[2025-12-01T20:50:52.032096] [DEBUG] [REMOTE    ] CMP: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:52.033166] [DEBUG] [LOCAL     ] Loaded configuration for CMP: 6 features, N/A% accuracy
[2025-12-01T20:50:52.033217] [INFO ] [LOCAL     ] CMP: Loaded 6 optimal features with 58.09% confidence from JSON config
[2025-12-01T20:50:52.033247] [DEBUG] [MAG       ] Building data for symbol: CMP with lookback: 0
[2025-12-01T20:50:52.034092] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:50:52.034151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:52.038829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:52.040540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:52.041009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:50:52.041780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:50:52.044002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:50:52.045027] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:52.110558] [DEBUG] [MAG       ] WULF: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:52.125929] [DEBUG] [MAG       ] PRTA: Last date is validated at 2025-12-01
[2025-12-01T20:50:52.189425] [INFO ] [LOCAL     ] WULF: Saved forecast.
[2025-12-01T20:50:52.189490] [INFO ] [main      ] WULF: Signal=1 (Conf=90.0%), Magnitude=-5.33% (Conf=57.6498%)
[2025-12-01T20:50:52.189668] [INFO ] [main      ] Fetching symbol history for ALZN...
[2025-12-01T20:50:52.189712] [DEBUG] [REMOTE    ] ALZN: Fetching historical data.
[2025-12-01T20:50:52.191645] [INFO ] [main      ] Progress: 102/769 forecasts completed (13.3%). WULF finished in 0.7s. ETA: 1m 51s. Rate: 359.35 forecasts/min
[2025-12-01T20:50:52.200643] [DEBUG] [REMOTE    ] ALZN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:52.201882] [DEBUG] [LOCAL     ] Loaded configuration for ALZN: 7 features, N/A% accuracy
[2025-12-01T20:50:52.201936] [INFO ] [LOCAL     ] ALZN: Loaded 7 optimal features with 67.64% confidence from JSON config
[2025-12-01T20:50:52.201968] [DEBUG] [MAG       ] Building data for symbol: ALZN with lookback: 0
[2025-12-01T20:50:52.202766] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:50:52.202827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:52.204538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:52.205084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:52.205462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:50:52.289247] [DEBUG] [MAG       ] PFG: Last date is validated at 2025-12-01
[2025-12-01T20:50:52.292230] [DEBUG] [MAG       ] PRTA: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:52.317011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:50:52.355150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:50:52.356169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:50:52.356785] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:52.368608] [INFO ] [LOCAL     ] PRTA: Saved forecast.
[2025-12-01T20:50:52.368682] [INFO ] [main      ] PRTA: Signal=1 (Conf=90.0%), Magnitude=2.10% (Conf=58.1264%)
[2025-12-01T20:50:52.368833] [INFO ] [main      ] Fetching symbol history for OHI...
[2025-12-01T20:50:52.368880] [DEBUG] [REMOTE    ] OHI: Fetching historical data.
[2025-12-01T20:50:52.369498] [INFO ] [main      ] Progress: 103/769 forecasts completed (13.4%). PRTA finished in 0.7s. ETA: 1m 51s. Rate: 359.12 forecasts/min
[2025-12-01T20:50:52.381170] [DEBUG] [REMOTE    ] OHI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:52.382092] [DEBUG] [LOCAL     ] Loaded configuration for OHI: 6 features, N/A% accuracy
[2025-12-01T20:50:52.382147] [INFO ] [LOCAL     ] OHI: Loaded 6 optimal features with 57.69% confidence from JSON config
[2025-12-01T20:50:52.382178] [DEBUG] [MAG       ] Building data for symbol: OHI with lookback: 0
[2025-12-01T20:50:52.382946] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:50:52.383004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:52.386733] [DEBUG] [MAG       ] CMP: Last date is validated at 2025-12-01
[2025-12-01T20:50:52.387623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:52.389387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:52.389873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:52.390245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:50:52.427286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:50:52.428100] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:52.453444] [DEBUG] [MAG       ] PFG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:52.550077] [INFO ] [LOCAL     ] PFG: Saved forecast.
[2025-12-01T20:50:52.550142] [INFO ] [main      ] PFG: Signal=1 (Conf=90.0%), Magnitude=0.24% (Conf=57.6295%)
[2025-12-01T20:50:52.550461] [INFO ] [main      ] Fetching symbol history for REYN...
[2025-12-01T20:50:52.550508] [DEBUG] [REMOTE    ] REYN: Fetching historical data.
[2025-12-01T20:50:52.550644] [INFO ] [main      ] Progress: 104/769 forecasts completed (13.5%). PFG finished in 0.6s. ETA: 1m 51s. Rate: 358.83 forecasts/min
[2025-12-01T20:50:52.552960] [DEBUG] [MAG       ] CMP: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:52.562406] [DEBUG] [REMOTE    ] REYN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:52.563390] [DEBUG] [LOCAL     ] Loaded configuration for REYN: 5 features, N/A% accuracy
[2025-12-01T20:50:52.563440] [INFO ] [LOCAL     ] REYN: Loaded 5 optimal features with 56.03% confidence from JSON config
[2025-12-01T20:50:52.563471] [DEBUG] [MAG       ] Building data for symbol: REYN with lookback: 0
[2025-12-01T20:50:52.564235] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:50:52.564293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:52.568984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:52.570695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:52.571160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:52.571535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:50:52.574052] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:52.630826] [INFO ] [LOCAL     ] CMP: Saved forecast.
[2025-12-01T20:50:52.630893] [INFO ] [main      ] CMP: Signal=1 (Conf=90.0%), Magnitude=2.25% (Conf=58.0919%)
[2025-12-01T20:50:52.634311] [INFO ] [main      ] Fetching symbol history for IMMX...
[2025-12-01T20:50:52.634363] [DEBUG] [REMOTE    ] IMMX: Fetching historical data.
[2025-12-01T20:50:52.634637] [INFO ] [main      ] Progress: 105/769 forecasts completed (13.7%). CMP finished in 0.6s. ETA: 1m 51s. Rate: 360.54 forecasts/min
[2025-12-01T20:50:52.646080] [DEBUG] [REMOTE    ] IMMX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:52.647103] [DEBUG] [LOCAL     ] Loaded configuration for IMMX: 4 features, N/A% accuracy
[2025-12-01T20:50:52.647154] [INFO ] [LOCAL     ] IMMX: Loaded 4 optimal features with 45.64% confidence from JSON config
[2025-12-01T20:50:52.647184] [DEBUG] [MAG       ] Building data for symbol: IMMX with lookback: 0
[2025-12-01T20:50:52.647959] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:50:52.648014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:52.652884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:52.654677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:52.655162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:52.655547] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:52.683310] [DEBUG] [MAG       ] ALZN: Last date is validated at 2025-12-01
[2025-12-01T20:50:52.756422] [DEBUG] [MAG       ] OHI: Last date is validated at 2025-12-01
[2025-12-01T20:50:52.848691] [DEBUG] [MAG       ] ALZN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:52.905904] [DEBUG] [MAG       ] REYN: Last date is validated at 2025-12-01
[2025-12-01T20:50:52.914123] [INFO ] [LOCAL     ] ALZN: Saved forecast.
[2025-12-01T20:50:52.914191] [INFO ] [main      ] ALZN: Signal=1 (Conf=90.0%), Magnitude=3.02% (Conf=67.6387%)
[2025-12-01T20:50:52.914894] [INFO ] [main      ] Fetching symbol history for PDI...
[2025-12-01T20:50:52.914945] [DEBUG] [REMOTE    ] PDI: Fetching historical data.
[2025-12-01T20:50:52.915660] [INFO ] [main      ] Progress: 106/769 forecasts completed (13.8%). ALZN finished in 0.7s. ETA: 1m 51s. Rate: 358.21 forecasts/min
[2025-12-01T20:50:52.923791] [DEBUG] [MAG       ] OHI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:52.926085] [DEBUG] [REMOTE    ] PDI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:52.927135] [DEBUG] [LOCAL     ] Loaded configuration for PDI: 2 features, N/A% accuracy
[2025-12-01T20:50:52.927184] [INFO ] [LOCAL     ] PDI: Loaded 2 optimal features with 46.17% confidence from JSON config
[2025-12-01T20:50:52.927214] [DEBUG] [MAG       ] Building data for symbol: PDI with lookback: 0
[2025-12-01T20:50:52.927997] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:50:52.928053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:52.932664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:50:52.933880] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:52.994546] [DEBUG] [MAG       ] IMMX: Last date is validated at 2025-12-01
[2025-12-01T20:50:53.001168] [INFO ] [LOCAL     ] OHI: Saved forecast.
[2025-12-01T20:50:53.001239] [INFO ] [main      ] OHI: Signal=1 (Conf=90.0%), Magnitude=0.91% (Conf=57.6911%)
[2025-12-01T20:50:53.001621] [INFO ] [main      ] Progress: 107/769 forecasts completed (13.9%). OHI finished in 0.6s. ETA: 1m 50s. Rate: 359.85 forecasts/min
[2025-12-01T20:50:53.001751] [INFO ] [main      ] Fetching symbol history for COP...
[2025-12-01T20:50:53.001792] [DEBUG] [REMOTE    ] COP: Fetching historical data.
[2025-12-01T20:50:53.012758] [DEBUG] [REMOTE    ] COP: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:53.013792] [DEBUG] [LOCAL     ] Loaded configuration for COP: 5 features, N/A% accuracy
[2025-12-01T20:50:53.013843] [INFO ] [LOCAL     ] COP: Loaded 5 optimal features with 63.30% confidence from JSON config
[2025-12-01T20:50:53.013873] [DEBUG] [MAG       ] Building data for symbol: COP with lookback: 0
[2025-12-01T20:50:53.014639] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:50:53.014698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:53.019317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:53.021031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:53.021491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:53.021932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:50:53.022767] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:53.070589] [DEBUG] [MAG       ] REYN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:53.140969] [INFO ] [LOCAL     ] REYN: Saved forecast.
[2025-12-01T20:50:53.141034] [INFO ] [main      ] REYN: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=56.029%)
[2025-12-01T20:50:53.141447] [INFO ] [main      ] Fetching symbol history for BEPI...
[2025-12-01T20:50:53.141648] [INFO ] [main      ] Progress: 108/769 forecasts completed (14.0%). REYN finished in 0.6s. ETA: 1m 50s. Rate: 360.38 forecasts/min
[2025-12-01T20:50:53.141497] [DEBUG] [REMOTE    ] BEPI: Fetching historical data.
[2025-12-01T20:50:53.152899] [DEBUG] [REMOTE    ] BEPI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:53.154009] [DEBUG] [LOCAL     ] Loaded configuration for BEPI: 6 features, N/A% accuracy
[2025-12-01T20:50:53.154061] [INFO ] [LOCAL     ] BEPI: Loaded 6 optimal features with 69.71% confidence from JSON config
[2025-12-01T20:50:53.154091] [DEBUG] [MAG       ] Building data for symbol: BEPI with lookback: 0
[2025-12-01T20:50:53.154921] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:50:53.154979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:50:53.166762] [DEBUG] [MAG       ] IMMX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:53.225218] [INFO ] [LOCAL     ] IMMX: Saved forecast.
[2025-12-01T20:50:53.225284] [INFO ] [main      ] IMMX: Signal=1 (Conf=90.0%), Magnitude=1.79% (Conf=45.6358%)
[2025-12-01T20:50:53.225443] [INFO ] [main      ] Fetching symbol history for SF...
[2025-12-01T20:50:53.225485] [DEBUG] [REMOTE    ] SF: Fetching historical data.
[2025-12-01T20:50:53.226688] [INFO ] [main      ] Progress: 109/769 forecasts completed (14.2%). IMMX finished in 0.6s. ETA: 1m 49s. Rate: 362.01 forecasts/min
[2025-12-01T20:50:53.228540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:50:53.229782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:50:53.232797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-01T20:50:53.235177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-01T20:50:53.237691] [DEBUG] [REMOTE    ] SF: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:53.238423] [DEBUG] [LOCAL     ] Loaded configuration for SF: 9 features, N/A% accuracy
[2025-12-01T20:50:53.238473] [INFO ] [LOCAL     ] SF: Loaded 9 optimal features with 56.21% confidence from JSON config
[2025-12-01T20:50:53.238503] [DEBUG] [MAG       ] Building data for symbol: SF with lookback: 0
[2025-12-01T20:50:53.238999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-01T20:50:53.239288] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:50:53.239351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:53.240058] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:53.243961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:50:53.259375] [DEBUG] [MAG       ] PDI: Last date is validated at 2025-12-01
[2025-12-01T20:50:53.283437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:53.285398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:53.285914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:50:53.287131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:50:53.288913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:50:53.289974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-01T20:50:53.290652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-01T20:50:53.293314] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:53.352614] [DEBUG] [MAG       ] COP: Last date is validated at 2025-12-01
[2025-12-01T20:50:53.422273] [DEBUG] [MAG       ] PDI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:53.482982] [INFO ] [LOCAL     ] PDI: Saved forecast.
[2025-12-01T20:50:53.483054] [INFO ] [main      ] PDI: Signal=1 (Conf=90.0%), Magnitude=0.50% (Conf=46.1699%)
[2025-12-01T20:50:53.483401] [INFO ] [main      ] Fetching symbol history for CTAS...
[2025-12-01T20:50:53.483450] [DEBUG] [REMOTE    ] CTAS: Fetching historical data.
[2025-12-01T20:50:53.483664] [INFO ] [main      ] Progress: 110/769 forecasts completed (14.3%). PDI finished in 0.6s. ETA: 1m 50s. Rate: 360.20 forecasts/min
[2025-12-01T20:50:53.494558] [DEBUG] [REMOTE    ] CTAS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:53.495646] [DEBUG] [LOCAL     ] Loaded configuration for CTAS: 6 features, N/A% accuracy
[2025-12-01T20:50:53.495696] [INFO ] [LOCAL     ] CTAS: Loaded 6 optimal features with 78.66% confidence from JSON config
[2025-12-01T20:50:53.495726] [DEBUG] [MAG       ] Building data for symbol: CTAS with lookback: 0
[2025-12-01T20:50:53.496480] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:50:53.496541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:53.501230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:50:53.502033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:50:53.519869] [DEBUG] [MAG       ] COP: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:53.539267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:50:53.541149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-01T20:50:53.541852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:50:53.558868] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:53.580945] [DEBUG] [MAG       ] BEPI: Last date is validated at 2025-12-01
[2025-12-01T20:50:53.622057] [INFO ] [LOCAL     ] COP: Saved forecast.
[2025-12-01T20:50:53.622126] [INFO ] [main      ] COP: Signal=1 (Conf=90.0%), Magnitude=2.23% (Conf=63.2958%)
[2025-12-01T20:50:53.622461] [INFO ] [main      ] Fetching symbol history for MANH...
[2025-12-01T20:50:53.622509] [DEBUG] [REMOTE    ] MANH: Fetching historical data.
[2025-12-01T20:50:53.622666] [INFO ] [main      ] Progress: 111/769 forecasts completed (14.4%). COP finished in 0.6s. ETA: 1m 49s. Rate: 360.74 forecasts/min
[2025-12-01T20:50:53.634613] [DEBUG] [REMOTE    ] MANH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:53.635682] [DEBUG] [LOCAL     ] Loaded configuration for MANH: 6 features, N/A% accuracy
[2025-12-01T20:50:53.635733] [INFO ] [LOCAL     ] MANH: Loaded 6 optimal features with 52.78% confidence from JSON config
[2025-12-01T20:50:53.635764] [DEBUG] [MAG       ] Building data for symbol: MANH with lookback: 0
[2025-12-01T20:50:53.636494] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:50:53.636552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:53.638183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:53.638286] [DEBUG] [MAG       ] SF: Last date is validated at 2025-12-01
[2025-12-01T20:50:53.638723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:53.639109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:50:53.640024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:50:53.713510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:50:53.714876] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:53.751245] [DEBUG] [MAG       ] BEPI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:53.808930] [DEBUG] [MAG       ] SF: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:53.827434] [INFO ] [LOCAL     ] BEPI: Saved forecast.
[2025-12-01T20:50:53.827510] [INFO ] [main      ] BEPI: Signal=1 (Conf=90.0%), Magnitude=0.52% (Conf=69.7114%)
[2025-12-01T20:50:53.827689] [INFO ] [main      ] Fetching symbol history for JKS...
[2025-12-01T20:50:53.827745] [DEBUG] [REMOTE    ] JKS: Fetching historical data.
[2025-12-01T20:50:53.829659] [INFO ] [main      ] Progress: 112/769 forecasts completed (14.6%). BEPI finished in 0.7s. ETA: 1m 50s. Rate: 359.96 forecasts/min
[2025-12-01T20:50:53.840308] [DEBUG] [REMOTE    ] JKS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:53.841607] [DEBUG] [LOCAL     ] Loaded configuration for JKS: 6 features, N/A% accuracy
[2025-12-01T20:50:53.841664] [INFO ] [LOCAL     ] JKS: Loaded 6 optimal features with 57.11% confidence from JSON config
[2025-12-01T20:50:53.841697] [DEBUG] [MAG       ] Building data for symbol: JKS with lookback: 0
[2025-12-01T20:50:53.842532] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:50:53.842610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:53.847618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:50:53.848701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:50:53.851426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:50:53.854465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-01T20:50:53.856204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-01T20:50:53.857925] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:53.893349] [DEBUG] [MAG       ] CTAS: Last date is validated at 2025-12-01
[2025-12-01T20:50:53.924165] [INFO ] [LOCAL     ] SF: Saved forecast.
[2025-12-01T20:50:53.924232] [INFO ] [main      ] SF: Signal=1 (Conf=90.0%), Magnitude=-0.30% (Conf=56.2098%)
[2025-12-01T20:50:53.924590] [INFO ] [main      ] Progress: 113/769 forecasts completed (14.7%). SF finished in 0.7s. ETA: 1m 49s. Rate: 361.33 forecasts/min
[2025-12-01T20:50:53.924721] [INFO ] [main      ] Fetching symbol history for UDMY...
[2025-12-01T20:50:53.924765] [DEBUG] [REMOTE    ] UDMY: Fetching historical data.
[2025-12-01T20:50:53.936802] [DEBUG] [REMOTE    ] UDMY: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:53.937790] [DEBUG] [LOCAL     ] Loaded configuration for UDMY: 3 features, N/A% accuracy
[2025-12-01T20:50:53.937843] [INFO ] [LOCAL     ] UDMY: Loaded 3 optimal features with 38.34% confidence from JSON config
[2025-12-01T20:50:53.937877] [DEBUG] [MAG       ] Building data for symbol: UDMY with lookback: 0
[2025-12-01T20:50:53.938734] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:50:53.938793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:53.943780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:50:53.944817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:50:53.946603] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:54.045430] [DEBUG] [MAG       ] MANH: Last date is validated at 2025-12-01
[2025-12-01T20:50:54.065182] [DEBUG] [MAG       ] CTAS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:54.195751] [INFO ] [LOCAL     ] CTAS: Saved forecast.
[2025-12-01T20:50:54.195816] [INFO ] [main      ] CTAS: Signal=1 (Conf=90.0%), Magnitude=0.83% (Conf=78.6552%)
[2025-12-01T20:50:54.196245] [INFO ] [main      ] Fetching symbol history for MIGI...
[2025-12-01T20:50:54.196307] [DEBUG] [REMOTE    ] MIGI: Fetching historical data.
[2025-12-01T20:50:54.197645] [INFO ] [main      ] Progress: 114/769 forecasts completed (14.8%). CTAS finished in 0.7s. ETA: 1m 49s. Rate: 359.30 forecasts/min
[2025-12-01T20:50:54.202182] [DEBUG] [MAG       ] JKS: Last date is validated at 2025-12-01
[2025-12-01T20:50:54.208608] [DEBUG] [REMOTE    ] MIGI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:54.209537] [DEBUG] [LOCAL     ] Loaded configuration for MIGI: 4 features, N/A% accuracy
[2025-12-01T20:50:54.209613] [INFO ] [LOCAL     ] MIGI: Loaded 4 optimal features with 54.68% confidence from JSON config
[2025-12-01T20:50:54.209647] [DEBUG] [MAG       ] Building data for symbol: MIGI with lookback: 0
[2025-12-01T20:50:54.210433] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:50:54.210494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:54.215633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:50:54.215802] [DEBUG] [MAG       ] MANH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:54.216634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-01T20:50:54.218257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:50:54.220988] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:54.294706] [DEBUG] [MAG       ] UDMY: Last date is validated at 2025-12-01
[2025-12-01T20:50:54.371294] [INFO ] [LOCAL     ] MANH: Saved forecast.
[2025-12-01T20:50:54.371357] [INFO ] [main      ] MANH: Signal=1 (Conf=90.0%), Magnitude=3.57% (Conf=52.783%)
[2025-12-01T20:50:54.371511] [INFO ] [main      ] Fetching symbol history for AMN...
[2025-12-01T20:50:54.371554] [DEBUG] [REMOTE    ] AMN: Fetching historical data.
[2025-12-01T20:50:54.373654] [INFO ] [main      ] Progress: 115/769 forecasts completed (15.0%). MANH finished in 0.7s. ETA: 1m 49s. Rate: 359.13 forecasts/min
[2025-12-01T20:50:54.374136] [DEBUG] [MAG       ] JKS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:54.384091] [DEBUG] [REMOTE    ] AMN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:54.384990] [DEBUG] [LOCAL     ] Loaded configuration for AMN: 4 features, N/A% accuracy
[2025-12-01T20:50:54.385045] [INFO ] [LOCAL     ] AMN: Loaded 4 optimal features with 46.50% confidence from JSON config
[2025-12-01T20:50:54.385086] [DEBUG] [MAG       ] Building data for symbol: AMN with lookback: 0
[2025-12-01T20:50:54.386023] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:50:54.386081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:50:54.386777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:50:54.462325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:50:54.464601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:50:54.465948] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:54.468401] [DEBUG] [MAG       ] UDMY: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:54.474472] [INFO ] [LOCAL     ] JKS: Saved forecast.
[2025-12-01T20:50:54.474537] [INFO ] [main      ] JKS: Signal=1 (Conf=90.0%), Magnitude=0.04% (Conf=57.1141%)
[2025-12-01T20:50:54.474713] [INFO ] [main      ] Fetching symbol history for SSRM...
[2025-12-01T20:50:54.474759] [DEBUG] [REMOTE    ] SSRM: Fetching historical data.
[2025-12-01T20:50:54.476659] [INFO ] [main      ] Progress: 116/769 forecasts completed (15.1%). JKS finished in 0.6s. ETA: 1m 49s. Rate: 360.32 forecasts/min
[2025-12-01T20:50:54.486797] [DEBUG] [REMOTE    ] SSRM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:54.487943] [DEBUG] [LOCAL     ] Loaded configuration for SSRM: 5 features, N/A% accuracy
[2025-12-01T20:50:54.488004] [INFO ] [LOCAL     ] SSRM: Loaded 5 optimal features with 50.27% confidence from JSON config
[2025-12-01T20:50:54.488050] [DEBUG] [MAG       ] Building data for symbol: SSRM with lookback: 0
[2025-12-01T20:50:54.488949] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:50:54.489021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:54.490769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:54.491273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:54.491750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:54.492141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:50:54.494519] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:54.537461] [INFO ] [LOCAL     ] UDMY: Saved forecast.
[2025-12-01T20:50:54.537530] [INFO ] [main      ] UDMY: Signal=1 (Conf=90.0%), Magnitude=-1.96% (Conf=38.3415%)
[2025-12-01T20:50:54.537878] [INFO ] [main      ] Progress: 117/769 forecasts completed (15.2%). UDMY finished in 0.6s. ETA: 1m 48s. Rate: 362.28 forecasts/min
[2025-12-01T20:50:54.538004] [INFO ] [main      ] Fetching symbol history for CIB...
[2025-12-01T20:50:54.538045] [DEBUG] [REMOTE    ] CIB: Fetching historical data.
[2025-12-01T20:50:54.550333] [DEBUG] [REMOTE    ] CIB: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:54.551326] [DEBUG] [LOCAL     ] Loaded configuration for CIB: 2 features, N/A% accuracy
[2025-12-01T20:50:54.551384] [INFO ] [LOCAL     ] CIB: Loaded 2 optimal features with 46.22% confidence from JSON config
[2025-12-01T20:50:54.551416] [DEBUG] [MAG       ] Building data for symbol: CIB with lookback: 0
[2025-12-01T20:50:54.552234] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:50:54.552301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:50:54.554356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-01T20:50:54.556162] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:54.575945] [DEBUG] [MAG       ] MIGI: Last date is validated at 2025-12-01
[2025-12-01T20:50:54.749538] [DEBUG] [MAG       ] MIGI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:54.801425] [DEBUG] [MAG       ] AMN: Last date is validated at 2025-12-01
[2025-12-01T20:50:54.838121] [DEBUG] [MAG       ] SSRM: Last date is validated at 2025-12-01
[2025-12-01T20:50:54.865167] [INFO ] [LOCAL     ] MIGI: Saved forecast.
[2025-12-01T20:50:54.865235] [INFO ] [main      ] MIGI: Signal=1 (Conf=90.0%), Magnitude=-23.70% (Conf=54.6766%)
[2025-12-01T20:50:54.865615] [INFO ] [main      ] Fetching symbol history for RDY...
[2025-12-01T20:50:54.865667] [DEBUG] [REMOTE    ] RDY: Fetching historical data.
[2025-12-01T20:50:54.865662] [INFO ] [main      ] Progress: 118/769 forecasts completed (15.3%). MIGI finished in 0.7s. ETA: 1m 49s. Rate: 359.30 forecasts/min
[2025-12-01T20:50:54.877615] [DEBUG] [REMOTE    ] RDY: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:54.878766] [DEBUG] [LOCAL     ] Loaded configuration for RDY: 2 features, N/A% accuracy
[2025-12-01T20:50:54.878820] [INFO ] [LOCAL     ] RDY: Loaded 2 optimal features with 48.90% confidence from JSON config
[2025-12-01T20:50:54.878851] [DEBUG] [MAG       ] Building data for symbol: RDY with lookback: 0
[2025-12-01T20:50:54.879665] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:50:54.879724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:50:54.882134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:50:54.883196] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:54.893111] [DEBUG] [MAG       ] CIB: Last date is validated at 2025-12-01
[2025-12-01T20:50:54.970939] [DEBUG] [MAG       ] AMN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:55.010508] [DEBUG] [MAG       ] SSRM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:55.062355] [DEBUG] [MAG       ] CIB: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:55.071827] [INFO ] [LOCAL     ] AMN: Saved forecast.
[2025-12-01T20:50:55.071892] [INFO ] [main      ] AMN: Signal=1 (Conf=90.0%), Magnitude=-1.21% (Conf=46.496%)
[2025-12-01T20:50:55.072539] [INFO ] [main      ] Fetching symbol history for NDAQ...
[2025-12-01T20:50:55.072605] [DEBUG] [REMOTE    ] NDAQ: Fetching historical data.
[2025-12-01T20:50:55.074856] [INFO ] [main      ] Progress: 119/769 forecasts completed (15.5%). AMN finished in 0.7s. ETA: 1m 49s. Rate: 358.54 forecasts/min
[2025-12-01T20:50:55.085538] [DEBUG] [REMOTE    ] NDAQ: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:55.086554] [DEBUG] [LOCAL     ] Loaded configuration for NDAQ: 3 features, N/A% accuracy
[2025-12-01T20:50:55.086641] [INFO ] [LOCAL     ] NDAQ: Loaded 3 optimal features with 76.03% confidence from JSON config
[2025-12-01T20:50:55.086679] [DEBUG] [MAG       ] Building data for symbol: NDAQ with lookback: 0
[2025-12-01T20:50:55.087476] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:50:55.087535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:50:55.088496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-01T20:50:55.088696] [INFO ] [LOCAL     ] SSRM: Saved forecast.
[2025-12-01T20:50:55.088765] [INFO ] [main      ] SSRM: Signal=1 (Conf=90.0%), Magnitude=-4.45% (Conf=50.2712%)
[2025-12-01T20:50:55.089143] [INFO ] [main      ] Fetching symbol history for INVH...
[2025-12-01T20:50:55.089195] [DEBUG] [REMOTE    ] INVH: Fetching historical data.
[2025-12-01T20:50:55.089751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-01T20:50:55.090652] [INFO ] [main      ] Progress: 120/769 forecasts completed (15.6%). SSRM finished in 0.6s. ETA: 1m 48s. Rate: 361.27 forecasts/min
[2025-12-01T20:50:55.091443] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:55.101230] [DEBUG] [REMOTE    ] INVH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:55.102346] [DEBUG] [LOCAL     ] Loaded configuration for INVH: 5 features, N/A% accuracy
[2025-12-01T20:50:55.102400] [INFO ] [LOCAL     ] INVH: Loaded 5 optimal features with 49.45% confidence from JSON config
[2025-12-01T20:50:55.102431] [DEBUG] [MAG       ] Building data for symbol: INVH with lookback: 0
[2025-12-01T20:50:55.103238] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:50:55.103297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:55.105025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:55.105520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:55.105964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:50:55.108454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:50:55.146923] [INFO ] [LOCAL     ] CIB: Saved forecast.
[2025-12-01T20:50:55.146938] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:55.146998] [INFO ] [main      ] CIB: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=46.2185%)
[2025-12-01T20:50:55.147328] [INFO ] [main      ] Fetching symbol history for SOXX...
[2025-12-01T20:50:55.147376] [DEBUG] [REMOTE    ] SOXX: Fetching historical data.
[2025-12-01T20:50:55.147652] [INFO ] [main      ] Progress: 121/769 forecasts completed (15.7%). CIB finished in 0.6s. ETA: 1m 47s. Rate: 363.24 forecasts/min
[2025-12-01T20:50:55.158676] [DEBUG] [REMOTE    ] SOXX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:55.159647] [DEBUG] [LOCAL     ] Loaded configuration for SOXX: 4 features, N/A% accuracy
[2025-12-01T20:50:55.159697] [INFO ] [LOCAL     ] SOXX: Loaded 4 optimal features with 56.94% confidence from JSON config
[2025-12-01T20:50:55.159726] [DEBUG] [MAG       ] Building data for symbol: SOXX with lookback: 0
[2025-12-01T20:50:55.160473] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:50:55.160530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:50:55.161386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:50:55.163824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:50:55.201441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:50:55.203835] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:55.218409] [DEBUG] [MAG       ] RDY: Last date is validated at 2025-12-01
[2025-12-01T20:50:55.383545] [DEBUG] [MAG       ] RDY: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:55.436131] [DEBUG] [MAG       ] NDAQ: Last date is validated at 2025-12-01
[2025-12-01T20:50:55.444730] [INFO ] [LOCAL     ] RDY: Saved forecast.
[2025-12-01T20:50:55.444794] [INFO ] [main      ] RDY: Signal=1 (Conf=90.0%), Magnitude=-0.00% (Conf=48.8976%)
[2025-12-01T20:50:55.445157] [INFO ] [main      ] Fetching symbol history for TSLX...
[2025-12-01T20:50:55.445207] [DEBUG] [REMOTE    ] TSLX: Fetching historical data.
[2025-12-01T20:50:55.446650] [INFO ] [main      ] Progress: 122/769 forecasts completed (15.9%). RDY finished in 0.6s. ETA: 1m 48s. Rate: 360.84 forecasts/min
[2025-12-01T20:50:55.457155] [DEBUG] [REMOTE    ] TSLX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:55.457908] [DEBUG] [LOCAL     ] Loaded configuration for TSLX: 7 features, N/A% accuracy
[2025-12-01T20:50:55.457962] [INFO ] [LOCAL     ] TSLX: Loaded 7 optimal features with 48.33% confidence from JSON config
[2025-12-01T20:50:55.457997] [DEBUG] [MAG       ] Building data for symbol: TSLX with lookback: 0
[2025-12-01T20:50:55.458800] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:50:55.458860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:55.463481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:55.465198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:55.465660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:55.466029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:50:55.479682] [DEBUG] [MAG       ] INVH: Last date is validated at 2025-12-01
[2025-12-01T20:50:55.514785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:50:55.515611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:50:55.534081] [DEBUG] [MAG       ] SOXX: Last date is validated at 2025-12-01
[2025-12-01T20:50:55.587732] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:55.604875] [DEBUG] [MAG       ] NDAQ: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:55.648731] [DEBUG] [MAG       ] INVH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:55.695969] [DEBUG] [MAG       ] SOXX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:55.723697] [INFO ] [LOCAL     ] INVH: Saved forecast.
[2025-12-01T20:50:55.723763] [INFO ] [main      ] INVH: Signal=1 (Conf=90.0%), Magnitude=-0.11% (Conf=49.4506%)
[2025-12-01T20:50:55.724161] [INFO ] [main      ] Fetching symbol history for BSCQ...
[2025-12-01T20:50:55.724213] [DEBUG] [REMOTE    ] BSCQ: Fetching historical data.
[2025-12-01T20:50:55.724225] [INFO ] [main      ] Progress: 123/769 forecasts completed (16.0%). INVH finished in 0.6s. ETA: 1m 48s. Rate: 358.89 forecasts/min
[2025-12-01T20:50:55.736301] [DEBUG] [REMOTE    ] BSCQ: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:55.737450] [DEBUG] [LOCAL     ] Loaded configuration for BSCQ: 53 features, N/A% accuracy
[2025-12-01T20:50:55.737500] [INFO ] [LOCAL     ] BSCQ: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-01T20:50:55.737532] [DEBUG] [MAG       ] Building data for symbol: BSCQ with lookback: 0
[2025-12-01T20:50:55.738388] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-01T20:50:55.738505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:55.743854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:55.746033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:55.746588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:55.747115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:55.747515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:50:55.748382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:50:55.749201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:50:55.751607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:50:55.786704] [INFO ] [LOCAL     ] NDAQ: Saved forecast.
[2025-12-01T20:50:55.786771] [INFO ] [main      ] NDAQ: Signal=1 (Conf=90.0%), Magnitude=-0.46% (Conf=76.025%)
[2025-12-01T20:50:55.787074] [INFO ] [main      ] Fetching symbol history for TEM...
[2025-12-01T20:50:55.787123] [DEBUG] [REMOTE    ] TEM: Fetching historical data.
[2025-12-01T20:50:55.787980] [INFO ] [main      ] Progress: 124/769 forecasts completed (16.1%). NDAQ finished in 0.7s. ETA: 1m 47s. Rate: 360.69 forecasts/min
[2025-12-01T20:50:55.799329] [DEBUG] [REMOTE    ] TEM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:55.800238] [DEBUG] [LOCAL     ] Loaded configuration for TEM: 6 features, N/A% accuracy
[2025-12-01T20:50:55.800287] [INFO ] [LOCAL     ] TEM: Loaded 6 optimal features with 58.20% confidence from JSON config
[2025-12-01T20:50:55.800317] [DEBUG] [MAG       ] Building data for symbol: TEM with lookback: 0
[2025-12-01T20:50:55.801106] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:50:55.801164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:55.802815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:55.803303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:55.803704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:50:55.804606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:50:55.805723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:50:55.806688] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:55.825307] [INFO ] [LOCAL     ] SOXX: Saved forecast.
[2025-12-01T20:50:55.825370] [INFO ] [main      ] SOXX: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=56.9366%)
[2025-12-01T20:50:55.825714] [INFO ] [main      ] Fetching symbol history for CHSCL...
[2025-12-01T20:50:55.825763] [DEBUG] [REMOTE    ] CHSCL: Fetching historical data.
[2025-12-01T20:50:55.826686] [INFO ] [main      ] Progress: 125/769 forecasts completed (16.3%). SOXX finished in 0.7s. ETA: 1m 46s. Rate: 362.92 forecasts/min
[2025-12-01T20:50:55.836348] [DEBUG] [REMOTE    ] CHSCL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:55.837312] [DEBUG] [LOCAL     ] Loaded configuration for CHSCL: 3 features, N/A% accuracy
[2025-12-01T20:50:55.837361] [INFO ] [LOCAL     ] CHSCL: Loaded 3 optimal features with 51.46% confidence from JSON config
[2025-12-01T20:50:55.837392] [DEBUG] [MAG       ] Building data for symbol: CHSCL with lookback: 0
[2025-12-01T20:50:55.838161] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:50:55.838218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:55.842875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:50:55.843806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:50:55.846116] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:55.864424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:50:55.866420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:50:55.905238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:50:55.906415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:50:55.916127] [DEBUG] [MAG       ] TSLX: Last date is validated at 2025-12-01
[2025-12-01T20:50:55.948379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:50:55.949267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:50:55.950459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:50:56.025111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:50:56.025979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:50:56.027848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:50:56.030694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:50:56.031931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:50:56.033946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:50:56.034829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:50:56.039448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:50:56.040752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:50:56.042235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-01T20:50:56.043913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:50:56.046763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:50:56.047401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-01T20:50:56.048137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:50:56.050333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:50:56.051482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-01T20:50:56.052318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-01T20:50:56.053038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-01T20:50:56.053760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:50:56.056465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-01T20:50:56.058378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-01T20:50:56.060840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-01T20:50:56.063364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-01T20:50:56.067310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:50:56.082603] [DEBUG] [MAG       ] TSLX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:56.086653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:50:56.087805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:50:56.089491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-01T20:50:56.090279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-01T20:50:56.091922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-01T20:50:56.093500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-01T20:50:56.094443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:50:56.095811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-01T20:50:56.097036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-01T20:50:56.099235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-01T20:50:56.100847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-01T20:50:56.103658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-01T20:50:56.105528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-01T20:50:56.111279] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:56.148786] [INFO ] [LOCAL     ] TSLX: Saved forecast.
[2025-12-01T20:50:56.148854] [INFO ] [main      ] TSLX: Signal=1 (Conf=90.0%), Magnitude=-0.28% (Conf=48.3251%)
[2025-12-01T20:50:56.149204] [INFO ] [main      ] Fetching symbol history for EXPD...
[2025-12-01T20:50:56.149252] [DEBUG] [REMOTE    ] EXPD: Fetching historical data.
[2025-12-01T20:50:56.150682] [INFO ] [main      ] Progress: 126/769 forecasts completed (16.4%). TSLX finished in 0.7s. ETA: 1m 47s. Rate: 360.17 forecasts/min
[2025-12-01T20:50:56.160363] [DEBUG] [REMOTE    ] EXPD: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:56.161405] [DEBUG] [LOCAL     ] Loaded configuration for EXPD: 4 features, N/A% accuracy
[2025-12-01T20:50:56.161455] [INFO ] [LOCAL     ] EXPD: Loaded 4 optimal features with 55.94% confidence from JSON config
[2025-12-01T20:50:56.161485] [DEBUG] [MAG       ] Building data for symbol: EXPD with lookback: 0
[2025-12-01T20:50:56.162235] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:50:56.162291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:56.163931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:56.164411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:56.164805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:50:56.166453] [DEBUG] [MAG       ] TEM: Last date is validated at 2025-12-01
[2025-12-01T20:50:56.167092] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:56.176368] [DEBUG] [MAG       ] CHSCL: Last date is validated at 2025-12-01
[2025-12-01T20:50:56.330464] [DEBUG] [MAG       ] TEM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:56.338793] [DEBUG] [MAG       ] CHSCL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:56.395651] [INFO ] [LOCAL     ] CHSCL: Saved forecast.
[2025-12-01T20:50:56.395716] [INFO ] [main      ] CHSCL: Signal=1 (Conf=90.0%), Magnitude=0.54% (Conf=51.456%)
[2025-12-01T20:50:56.396071] [INFO ] [main      ] Fetching symbol history for TERN...
[2025-12-01T20:50:56.396121] [DEBUG] [REMOTE    ] TERN: Fetching historical data.
[2025-12-01T20:50:56.396138] [INFO ] [main      ] Progress: 127/769 forecasts completed (16.5%). CHSCL finished in 0.6s. ETA: 1m 47s. Rate: 358.83 forecasts/min
[2025-12-01T20:50:56.407457] [DEBUG] [REMOTE    ] TERN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:56.408472] [DEBUG] [LOCAL     ] Loaded configuration for TERN: 5 features, N/A% accuracy
[2025-12-01T20:50:56.408521] [INFO ] [LOCAL     ] TERN: Loaded 5 optimal features with 57.09% confidence from JSON config
[2025-12-01T20:50:56.408551] [DEBUG] [MAG       ] Building data for symbol: TERN with lookback: 0
[2025-12-01T20:50:56.409322] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:50:56.409381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:56.414153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:50:56.415441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:50:56.418118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:50:56.432784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-01T20:50:56.434156] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:56.443084] [INFO ] [LOCAL     ] TEM: Saved forecast.
[2025-12-01T20:50:56.443148] [INFO ] [main      ] TEM: Signal=1 (Conf=90.0%), Magnitude=-7.89% (Conf=58.1967%)
[2025-12-01T20:50:56.443452] [INFO ] [main      ] Fetching symbol history for CMTL...
[2025-12-01T20:50:56.443502] [DEBUG] [REMOTE    ] CMTL: Fetching historical data.
[2025-12-01T20:50:56.443766] [DEBUG] [MAG       ] BSCQ: Last date is validated at 2025-12-01
[2025-12-01T20:50:56.444347] [INFO ] [main      ] Progress: 128/769 forecasts completed (16.6%). TEM finished in 0.7s. ETA: 1m 47s. Rate: 360.84 forecasts/min
[2025-12-01T20:50:56.455117] [DEBUG] [REMOTE    ] CMTL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:56.455992] [DEBUG] [LOCAL     ] Loaded configuration for CMTL: 4 features, N/A% accuracy
[2025-12-01T20:50:56.456044] [INFO ] [LOCAL     ] CMTL: Loaded 4 optimal features with 63.50% confidence from JSON config
[2025-12-01T20:50:56.456076] [DEBUG] [MAG       ] Building data for symbol: CMTL with lookback: 0
[2025-12-01T20:50:56.456860] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:50:56.456922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:56.461733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:50:56.462591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:50:56.464337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:50:56.468694] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:56.496285] [DEBUG] [MAG       ] EXPD: Last date is validated at 2025-12-01
[2025-12-01T20:50:56.609309] [DEBUG] [MAG       ] BSCQ: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:56.660224] [DEBUG] [MAG       ] EXPD: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:56.764191] [DEBUG] [MAG       ] TERN: Last date is validated at 2025-12-01
[2025-12-01T20:50:56.769374] [INFO ] [LOCAL     ] EXPD: Saved forecast.
[2025-12-01T20:50:56.769439] [INFO ] [main      ] EXPD: Signal=1 (Conf=90.0%), Magnitude=0.09% (Conf=55.9392%)
[2025-12-01T20:50:56.769790] [INFO ] [main      ] Fetching symbol history for MGNI...
[2025-12-01T20:50:56.769840] [DEBUG] [REMOTE    ] MGNI: Fetching historical data.
[2025-12-01T20:50:56.770665] [INFO ] [main      ] Progress: 129/769 forecasts completed (16.8%). EXPD finished in 0.6s. ETA: 1m 47s. Rate: 358.17 forecasts/min
[2025-12-01T20:50:56.781379] [DEBUG] [REMOTE    ] MGNI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:56.782265] [DEBUG] [LOCAL     ] Loaded configuration for MGNI: 2 features, N/A% accuracy
[2025-12-01T20:50:56.782320] [INFO ] [LOCAL     ] MGNI: Loaded 2 optimal features with 58.05% confidence from JSON config
[2025-12-01T20:50:56.782350] [DEBUG] [MAG       ] Building data for symbol: MGNI with lookback: 0
[2025-12-01T20:50:56.783116] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:50:56.783172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:56.787808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:50:56.788760] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:56.835053] [DEBUG] [MAG       ] CMTL: Last date is validated at 2025-12-01
[2025-12-01T20:50:56.873311] [INFO ] [LOCAL     ] BSCQ: Saved forecast.
[2025-12-01T20:50:56.873378] [INFO ] [main      ] BSCQ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=13.5335%)
[2025-12-01T20:50:56.873861] [INFO ] [main      ] Fetching symbol history for INSG...
[2025-12-01T20:50:56.873916] [DEBUG] [REMOTE    ] INSG: Fetching historical data.
[2025-12-01T20:50:56.874655] [INFO ] [main      ] Progress: 130/769 forecasts completed (16.9%). BSCQ finished in 1.1s. ETA: 1m 47s. Rate: 359.22 forecasts/min
[2025-12-01T20:50:56.885845] [DEBUG] [REMOTE    ] INSG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:56.886703] [DEBUG] [LOCAL     ] Loaded configuration for INSG: 6 features, N/A% accuracy
[2025-12-01T20:50:56.886757] [INFO ] [LOCAL     ] INSG: Loaded 6 optimal features with 58.26% confidence from JSON config
[2025-12-01T20:50:56.886789] [DEBUG] [MAG       ] Building data for symbol: INSG with lookback: 0
[2025-12-01T20:50:56.887548] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:50:56.887628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:56.889388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:56.889923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:56.890386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:50:56.891162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:50:56.891984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-01T20:50:56.893568] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:56.928369] [DEBUG] [MAG       ] TERN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:57.008748] [DEBUG] [MAG       ] CMTL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:57.019750] [INFO ] [LOCAL     ] TERN: Saved forecast.
[2025-12-01T20:50:57.019813] [INFO ] [main      ] TERN: Signal=1 (Conf=90.0%), Magnitude=9.20% (Conf=57.0941%)
[2025-12-01T20:50:57.019983] [INFO ] [main      ] Fetching symbol history for LH...
[2025-12-01T20:50:57.020034] [DEBUG] [REMOTE    ] LH: Fetching historical data.
[2025-12-01T20:50:57.021661] [INFO ] [main      ] Progress: 131/769 forecasts completed (17.0%). TERN finished in 0.6s. ETA: 1m 46s. Rate: 359.54 forecasts/min
[2025-12-01T20:50:57.032260] [DEBUG] [REMOTE    ] LH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:57.033103] [DEBUG] [LOCAL     ] Loaded configuration for LH: 5 features, N/A% accuracy
[2025-12-01T20:50:57.033152] [INFO ] [LOCAL     ] LH: Loaded 5 optimal features with 50.41% confidence from JSON config
[2025-12-01T20:50:57.033182] [DEBUG] [MAG       ] Building data for symbol: LH with lookback: 0
[2025-12-01T20:50:57.033958] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:50:57.034029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:57.035680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:57.036166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:57.036551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:50:57.074310] [INFO ] [LOCAL     ] CMTL: Saved forecast.
[2025-12-01T20:50:57.074380] [INFO ] [main      ] CMTL: Signal=1 (Conf=90.0%), Magnitude=-0.23% (Conf=63.4976%)
[2025-12-01T20:50:57.074738] [INFO ] [main      ] Fetching symbol history for MCHI...
[2025-12-01T20:50:57.074790] [DEBUG] [REMOTE    ] MCHI: Fetching historical data.
[2025-12-01T20:50:57.075565] [INFO ] [main      ] Progress: 132/769 forecasts completed (17.2%). CMTL finished in 0.6s. ETA: 1m 46s. Rate: 361.40 forecasts/min
[2025-12-01T20:50:57.086069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:50:57.086450] [DEBUG] [REMOTE    ] MCHI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:57.087323] [DEBUG] [LOCAL     ] Loaded configuration for MCHI: 10 features, N/A% accuracy
[2025-12-01T20:50:57.087378] [INFO ] [LOCAL     ] MCHI: Loaded 10 optimal features with 47.52% confidence from JSON config
[2025-12-01T20:50:57.087409] [DEBUG] [MAG       ] Building data for symbol: MCHI with lookback: 0
[2025-12-01T20:50:57.087337] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:57.088197] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-01T20:50:57.088262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:50:57.090865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:50:57.091953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:50:57.092673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:50:57.093800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:57.095532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:57.096023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:50:57.097034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:50:57.098685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:50:57.099709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-01T20:50:57.100354] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:57.122182] [DEBUG] [MAG       ] MGNI: Last date is validated at 2025-12-01
[2025-12-01T20:50:57.227439] [DEBUG] [MAG       ] INSG: Last date is validated at 2025-12-01
[2025-12-01T20:50:57.286304] [DEBUG] [MAG       ] MGNI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:57.366179] [INFO ] [LOCAL     ] MGNI: Saved forecast.
[2025-12-01T20:50:57.366243] [INFO ] [main      ] MGNI: Signal=1 (Conf=90.0%), Magnitude=-0.57% (Conf=58.053%)
[2025-12-01T20:50:57.366608] [INFO ] [main      ] Fetching symbol history for VC...
[2025-12-01T20:50:57.366658] [DEBUG] [REMOTE    ] VC: Fetching historical data.
[2025-12-01T20:50:57.366650] [INFO ] [main      ] Progress: 133/769 forecasts completed (17.3%). MGNI finished in 0.6s. ETA: 1m 46s. Rate: 359.36 forecasts/min
[2025-12-01T20:50:57.380947] [DEBUG] [REMOTE    ] VC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:57.381835] [DEBUG] [LOCAL     ] Loaded configuration for VC: 3 features, N/A% accuracy
[2025-12-01T20:50:57.381887] [INFO ] [LOCAL     ] VC: Loaded 3 optimal features with 52.55% confidence from JSON config
[2025-12-01T20:50:57.381918] [DEBUG] [MAG       ] Building data for symbol: VC with lookback: 0
[2025-12-01T20:50:57.382719] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:50:57.382776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:57.387476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:50:57.401146] [DEBUG] [MAG       ] INSG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:57.433524] [DEBUG] [MAG       ] MCHI: Last date is validated at 2025-12-01
[2025-12-01T20:50:57.438641] [DEBUG] [MAG       ] LH: Last date is validated at 2025-12-01
[2025-12-01T20:50:57.485461] [INFO ] [LOCAL     ] INSG: Saved forecast.
[2025-12-01T20:50:57.485534] [INFO ] [main      ] INSG: Signal=1 (Conf=90.0%), Magnitude=0.21% (Conf=58.2599%)
[2025-12-01T20:50:57.485988] [INFO ] [main      ] Fetching symbol history for PLUG...
[2025-12-01T20:50:57.486042] [DEBUG] [REMOTE    ] PLUG: Fetching historical data.
[2025-12-01T20:50:57.486656] [INFO ] [main      ] Progress: 134/769 forecasts completed (17.4%). INSG finished in 0.6s. ETA: 1m 46s. Rate: 360.12 forecasts/min
[2025-12-01T20:50:57.494197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-01T20:50:57.495123] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:57.498193] [DEBUG] [REMOTE    ] PLUG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:57.499292] [DEBUG] [LOCAL     ] Loaded configuration for PLUG: 4 features, N/A% accuracy
[2025-12-01T20:50:57.499680] [INFO ] [LOCAL     ] PLUG: Loaded 4 optimal features with 56.33% confidence from JSON config
[2025-12-01T20:50:57.499726] [DEBUG] [MAG       ] Building data for symbol: PLUG with lookback: 0
[2025-12-01T20:50:57.500542] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:50:57.500623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:57.505416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:57.507279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:57.507791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:50:57.508624] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:57.598751] [DEBUG] [MAG       ] MCHI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:57.601321] [DEBUG] [MAG       ] LH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:57.693308] [INFO ] [LOCAL     ] MCHI: Saved forecast.
[2025-12-01T20:50:57.693373] [INFO ] [main      ] MCHI: Signal=1 (Conf=90.0%), Magnitude=-0.94% (Conf=47.517%)
[2025-12-01T20:50:57.693694] [INFO ] [main      ] Fetching symbol history for GPIQ...
[2025-12-01T20:50:57.693766] [DEBUG] [REMOTE    ] GPIQ: Fetching historical data.
[2025-12-01T20:50:57.694679] [INFO ] [main      ] Progress: 135/769 forecasts completed (17.6%). MCHI finished in 0.6s. ETA: 1m 46s. Rate: 359.46 forecasts/min
[2025-12-01T20:50:57.705063] [DEBUG] [REMOTE    ] GPIQ: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:57.706083] [DEBUG] [LOCAL     ] Loaded configuration for GPIQ: 0 features, N/A% accuracy
[2025-12-01T20:50:57.706132] [INFO ] [LOCAL     ] GPIQ: Loaded 0 optimal features with 54.17% confidence from JSON config
[2025-12-01T20:50:57.706163] [DEBUG] [MAG       ] Building data for symbol: GPIQ with lookback: 0
[2025-12-01T20:50:57.709172] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-01T20:50:57.721189] [INFO ] [LOCAL     ] LH: Saved forecast.
[2025-12-01T20:50:57.721260] [INFO ] [main      ] LH: Signal=1 (Conf=90.0%), Magnitude=-1.03% (Conf=50.4086%)
[2025-12-01T20:50:57.721629] [INFO ] [main      ] Progress: 136/769 forecasts completed (17.7%). LH finished in 0.7s. ETA: 1m 45s. Rate: 361.69 forecasts/min
[2025-12-01T20:50:57.721755] [INFO ] [main      ] Fetching symbol history for NRC...
[2025-12-01T20:50:57.721797] [DEBUG] [REMOTE    ] NRC: Fetching historical data.
[2025-12-01T20:50:57.733365] [DEBUG] [REMOTE    ] NRC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:57.734294] [DEBUG] [LOCAL     ] Loaded configuration for NRC: 8 features, N/A% accuracy
[2025-12-01T20:50:57.734343] [INFO ] [LOCAL     ] NRC: Loaded 8 optimal features with 52.05% confidence from JSON config
[2025-12-01T20:50:57.734373] [DEBUG] [MAG       ] Building data for symbol: NRC with lookback: 0
[2025-12-01T20:50:57.735179] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:50:57.735249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:57.736934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:57.737417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:57.737849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:57.738228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:50:57.740638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:50:57.778734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-01T20:50:57.780283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-01T20:50:57.781392] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:57.837351] [DEBUG] [MAG       ] VC: Last date is validated at 2025-12-01
[2025-12-01T20:50:57.850969] [DEBUG] [MAG       ] PLUG: Last date is validated at 2025-12-01
[2025-12-01T20:50:58.011327] [DEBUG] [MAG       ] VC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:58.018959] [DEBUG] [MAG       ] PLUG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:58.062553] [DEBUG] [MAG       ] GPIQ: Last date is validated at 2025-12-01
[2025-12-01T20:50:58.081004] [INFO ] [LOCAL     ] PLUG: Saved forecast.
[2025-12-01T20:50:58.081079] [INFO ] [main      ] PLUG: Signal=1 (Conf=90.0%), Magnitude=-5.39% (Conf=56.3261%)
[2025-12-01T20:50:58.081528] [INFO ] [main      ] Fetching symbol history for BOC...
[2025-12-01T20:50:58.081594] [DEBUG] [REMOTE    ] BOC: Fetching historical data.
[2025-12-01T20:50:58.081654] [INFO ] [main      ] Progress: 137/769 forecasts completed (17.8%). PLUG finished in 0.6s. ETA: 1m 46s. Rate: 358.62 forecasts/min
[2025-12-01T20:50:58.093591] [DEBUG] [REMOTE    ] BOC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:58.094650] [DEBUG] [LOCAL     ] Loaded configuration for BOC: 4 features, N/A% accuracy
[2025-12-01T20:50:58.094703] [INFO ] [LOCAL     ] BOC: Loaded 4 optimal features with 50.18% confidence from JSON config
[2025-12-01T20:50:58.094735] [DEBUG] [MAG       ] Building data for symbol: BOC with lookback: 0
[2025-12-01T20:50:58.095508] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:50:58.095567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:58.097367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:58.097914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:58.098364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:50:58.111444] [INFO ] [LOCAL     ] VC: Saved forecast.
[2025-12-01T20:50:58.111506] [INFO ] [main      ] VC: Signal=1 (Conf=90.0%), Magnitude=-1.90% (Conf=52.5462%)
[2025-12-01T20:50:58.111869] [INFO ] [main      ] Fetching symbol history for TWFG...
[2025-12-01T20:50:58.111917] [DEBUG] [REMOTE    ] TWFG: Fetching historical data.
[2025-12-01T20:50:58.112629] [INFO ] [main      ] Progress: 138/769 forecasts completed (17.9%). VC finished in 0.7s. ETA: 1m 45s. Rate: 360.75 forecasts/min
[2025-12-01T20:50:58.114432] [DEBUG] [MAG       ] NRC: Last date is validated at 2025-12-01
[2025-12-01T20:50:58.123395] [DEBUG] [REMOTE    ] TWFG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:58.124175] [DEBUG] [LOCAL     ] Loaded configuration for TWFG: 6 features, N/A% accuracy
[2025-12-01T20:50:58.124224] [INFO ] [LOCAL     ] TWFG: Loaded 6 optimal features with 53.59% confidence from JSON config
[2025-12-01T20:50:58.124254] [DEBUG] [MAG       ] Building data for symbol: TWFG with lookback: 0
[2025-12-01T20:50:58.125032] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:50:58.125091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:58.126733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:58.127212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:58.127612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:50:58.129357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:50:58.131226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-01T20:50:58.132717] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:58.148263] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:58.229919] [DEBUG] [MAG       ] GPIQ: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:58.277418] [DEBUG] [MAG       ] NRC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:58.304169] [INFO ] [LOCAL     ] GPIQ: Saved forecast.
[2025-12-01T20:50:58.304250] [INFO ] [main      ] GPIQ: Signal=1 (Conf=90.0%), Magnitude=-0.27% (Conf=54.1706%)
[2025-12-01T20:50:58.304438] [INFO ] [main      ] Fetching symbol history for KFY...
[2025-12-01T20:50:58.304487] [DEBUG] [REMOTE    ] KFY: Fetching historical data.
[2025-12-01T20:50:58.305648] [INFO ] [main      ] Progress: 139/769 forecasts completed (18.1%). GPIQ finished in 0.6s. ETA: 1m 45s. Rate: 360.34 forecasts/min
[2025-12-01T20:50:58.316332] [DEBUG] [REMOTE    ] KFY: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:58.317271] [DEBUG] [LOCAL     ] Loaded configuration for KFY: 5 features, N/A% accuracy
[2025-12-01T20:50:58.317324] [INFO ] [LOCAL     ] KFY: Loaded 5 optimal features with 55.48% confidence from JSON config
[2025-12-01T20:50:58.317357] [DEBUG] [MAG       ] Building data for symbol: KFY with lookback: 0
[2025-12-01T20:50:58.318188] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:50:58.318250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:58.319998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:58.320515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:58.320936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:50:58.323823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-01T20:50:58.326148] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:58.430663] [INFO ] [LOCAL     ] NRC: Saved forecast.
[2025-12-01T20:50:58.430726] [INFO ] [main      ] NRC: Signal=1 (Conf=90.0%), Magnitude=-0.89% (Conf=52.0521%)
[2025-12-01T20:50:58.430878] [INFO ] [main      ] Fetching symbol history for UGI...
[2025-12-01T20:50:58.430924] [DEBUG] [REMOTE    ] UGI: Fetching historical data.
[2025-12-01T20:50:58.431788] [INFO ] [main      ] Progress: 140/769 forecasts completed (18.2%). NRC finished in 0.7s. ETA: 1m 45s. Rate: 360.96 forecasts/min
[2025-12-01T20:50:58.442877] [DEBUG] [REMOTE    ] UGI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:58.443811] [DEBUG] [LOCAL     ] Loaded configuration for UGI: 10 features, N/A% accuracy
[2025-12-01T20:50:58.444187] [INFO ] [LOCAL     ] UGI: Loaded 10 optimal features with 63.96% confidence from JSON config
[2025-12-01T20:50:58.444221] [DEBUG] [MAG       ] Building data for symbol: UGI with lookback: 0
[2025-12-01T20:50:58.444978] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-01T20:50:58.445040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:58.449844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:58.451529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:58.452051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:58.452450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:50:58.464312] [DEBUG] [MAG       ] TWFG: Last date is validated at 2025-12-01
[2025-12-01T20:50:58.485320] [DEBUG] [MAG       ] BOC: Last date is validated at 2025-12-01
[2025-12-01T20:50:58.489891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:50:58.491846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:50:58.492878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:58.493328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:50:58.494325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-01T20:50:58.496281] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:58.629610] [DEBUG] [MAG       ] TWFG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:58.658635] [DEBUG] [MAG       ] BOC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:58.667370] [DEBUG] [MAG       ] KFY: Last date is validated at 2025-12-01
[2025-12-01T20:50:58.711796] [INFO ] [LOCAL     ] TWFG: Saved forecast.
[2025-12-01T20:50:58.711861] [INFO ] [main      ] TWFG: Signal=1 (Conf=90.0%), Magnitude=2.10% (Conf=53.5896%)
[2025-12-01T20:50:58.712199] [INFO ] [main      ] Fetching symbol history for MCK...
[2025-12-01T20:50:58.712248] [DEBUG] [REMOTE    ] MCK: Fetching historical data.
[2025-12-01T20:50:58.712650] [INFO ] [main      ] Progress: 141/769 forecasts completed (18.3%). TWFG finished in 0.6s. ETA: 1m 45s. Rate: 359.21 forecasts/min
[2025-12-01T20:50:58.722214] [INFO ] [LOCAL     ] BOC: Saved forecast.
[2025-12-01T20:50:58.722282] [INFO ] [main      ] BOC: Signal=1 (Conf=90.0%), Magnitude=0.53% (Conf=50.1841%)
[2025-12-01T20:50:58.722698] [INFO ] [main      ] Fetching symbol history for RGCO...
[2025-12-01T20:50:58.722751] [DEBUG] [REMOTE    ] RGCO: Fetching historical data.
[2025-12-01T20:50:58.723155] [DEBUG] [REMOTE    ] MCK: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:58.724274] [DEBUG] [LOCAL     ] Loaded configuration for MCK: 5 features, N/A% accuracy
[2025-12-01T20:50:58.724379] [INFO ] [LOCAL     ] MCK: Loaded 5 optimal features with 50.11% confidence from JSON config
[2025-12-01T20:50:58.724413] [DEBUG] [MAG       ] Building data for symbol: MCK with lookback: 0
[2025-12-01T20:50:58.724622] [INFO ] [main      ] Progress: 142/769 forecasts completed (18.5%). BOC finished in 0.6s. ETA: 1m 44s. Rate: 361.57 forecasts/min
[2025-12-01T20:50:58.725194] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:50:58.725253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:58.729981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:50:58.730778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:50:58.732496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:50:58.733486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:50:58.734525] [DEBUG] [REMOTE    ] RGCO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:58.734807] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:58.735342] [DEBUG] [LOCAL     ] Loaded configuration for RGCO: 9 features, N/A% accuracy
[2025-12-01T20:50:58.735395] [INFO ] [LOCAL     ] RGCO: Loaded 9 optimal features with 64.83% confidence from JSON config
[2025-12-01T20:50:58.735427] [DEBUG] [MAG       ] Building data for symbol: RGCO with lookback: 0
[2025-12-01T20:50:58.736246] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:50:58.736310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:58.741307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:50:58.743921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:50:58.783542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:50:58.784759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:50:58.785492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:50:58.789653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:50:58.790320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-01T20:50:58.794080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:50:58.811599] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:58.831952] [DEBUG] [MAG       ] UGI: Last date is validated at 2025-12-01
[2025-12-01T20:50:58.834952] [DEBUG] [MAG       ] KFY: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:58.926691] [INFO ] [LOCAL     ] KFY: Saved forecast.
[2025-12-01T20:50:58.926761] [INFO ] [main      ] KFY: Signal=1 (Conf=90.0%), Magnitude=0.50% (Conf=55.4778%)
[2025-12-01T20:50:58.927116] [INFO ] [main      ] Fetching symbol history for TSL...
[2025-12-01T20:50:58.927168] [DEBUG] [REMOTE    ] TSL: Fetching historical data.
[2025-12-01T20:50:58.927650] [INFO ] [main      ] Progress: 143/769 forecasts completed (18.6%). KFY finished in 0.6s. ETA: 1m 44s. Rate: 361.01 forecasts/min
[2025-12-01T20:50:58.939823] [DEBUG] [REMOTE    ] TSL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:58.940633] [DEBUG] [LOCAL     ] Loaded configuration for TSL: 3 features, N/A% accuracy
[2025-12-01T20:50:58.940683] [INFO ] [LOCAL     ] TSL: Loaded 3 optimal features with 61.41% confidence from JSON config
[2025-12-01T20:50:58.940713] [DEBUG] [MAG       ] Building data for symbol: TSL with lookback: 0
[2025-12-01T20:50:58.941528] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:50:58.941602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:50:58.996277] [DEBUG] [MAG       ] UGI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:59.048986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:50:59.051155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-01T20:50:59.051895] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:59.066707] [DEBUG] [MAG       ] MCK: Last date is validated at 2025-12-01
[2025-12-01T20:50:59.087042] [INFO ] [LOCAL     ] UGI: Saved forecast.
[2025-12-01T20:50:59.087105] [INFO ] [main      ] UGI: Signal=1 (Conf=90.0%), Magnitude=1.66% (Conf=63.9558%)
[2025-12-01T20:50:59.087447] [INFO ] [main      ] Progress: 144/769 forecasts completed (18.7%). UGI finished in 0.7s. ETA: 1m 44s. Rate: 361.10 forecasts/min
[2025-12-01T20:50:59.087566] [INFO ] [main      ] Fetching symbol history for RMM...
[2025-12-01T20:50:59.087623] [DEBUG] [REMOTE    ] RMM: Fetching historical data.
[2025-12-01T20:50:59.098957] [DEBUG] [REMOTE    ] RMM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:59.099974] [DEBUG] [LOCAL     ] Loaded configuration for RMM: 4 features, N/A% accuracy
[2025-12-01T20:50:59.100034] [INFO ] [LOCAL     ] RMM: Loaded 4 optimal features with 60.72% confidence from JSON config
[2025-12-01T20:50:59.100070] [DEBUG] [MAG       ] Building data for symbol: RMM with lookback: 0
[2025-12-01T20:50:59.100857] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:50:59.100914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:50:59.103527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-01T20:50:59.105154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-01T20:50:59.107492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:50:59.108559] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:59.142778] [DEBUG] [MAG       ] RGCO: Last date is validated at 2025-12-01
[2025-12-01T20:50:59.234692] [DEBUG] [MAG       ] MCK: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:59.304655] [DEBUG] [MAG       ] RGCO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:59.377752] [INFO ] [LOCAL     ] MCK: Saved forecast.
[2025-12-01T20:50:59.377819] [INFO ] [main      ] MCK: Signal=1 (Conf=90.0%), Magnitude=-1.51% (Conf=50.1135%)
[2025-12-01T20:50:59.378189] [INFO ] [main      ] Fetching symbol history for MCRI...
[2025-12-01T20:50:59.378240] [DEBUG] [REMOTE    ] MCRI: Fetching historical data.
[2025-12-01T20:50:59.378650] [INFO ] [main      ] Progress: 145/769 forecasts completed (18.9%). MCK finished in 0.7s. ETA: 1m 44s. Rate: 359.24 forecasts/min
[2025-12-01T20:50:59.387035] [INFO ] [LOCAL     ] RGCO: Saved forecast.
[2025-12-01T20:50:59.387104] [INFO ] [main      ] RGCO: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=64.8285%)
[2025-12-01T20:50:59.387517] [INFO ] [main      ] Fetching symbol history for SVC...
[2025-12-01T20:50:59.387584] [DEBUG] [REMOTE    ] SVC: Fetching historical data.
[2025-12-01T20:50:59.387610] [INFO ] [main      ] Progress: 146/769 forecasts completed (19.0%). RGCO finished in 0.7s. ETA: 1m 43s. Rate: 361.58 forecasts/min
[2025-12-01T20:50:59.389313] [DEBUG] [REMOTE    ] MCRI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:59.390173] [DEBUG] [LOCAL     ] Loaded configuration for MCRI: 8 features, N/A% accuracy
[2025-12-01T20:50:59.390222] [INFO ] [LOCAL     ] MCRI: Loaded 8 optimal features with 51.72% confidence from JSON config
[2025-12-01T20:50:59.390252] [DEBUG] [MAG       ] Building data for symbol: MCRI with lookback: 0
[2025-12-01T20:50:59.391023] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:50:59.391082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:59.392520] [DEBUG] [MAG       ] TSL: Last date is validated at 2025-12-01
[2025-12-01T20:50:59.392752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:50:59.393238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:59.393677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:50:59.394049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:50:59.394672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:50:59.396541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-01T20:50:59.398826] [DEBUG] [REMOTE    ] SVC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:59.399755] [DEBUG] [LOCAL     ] Loaded configuration for SVC: 3 features, N/A% accuracy
[2025-12-01T20:50:59.399807] [INFO ] [LOCAL     ] SVC: Loaded 3 optimal features with 63.33% confidence from JSON config
[2025-12-01T20:50:59.399838] [DEBUG] [MAG       ] Building data for symbol: SVC with lookback: 0
[2025-12-01T20:50:59.400344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:50:59.400596] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:50:59.400654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:50:59.401360] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:59.405286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:50:59.441201] [DEBUG] [MAG       ] RMM: Last date is validated at 2025-12-01
[2025-12-01T20:50:59.515174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-01T20:50:59.521264] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:59.564254] [DEBUG] [MAG       ] TSL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:59.604039] [DEBUG] [MAG       ] RMM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:50:59.636200] [INFO ] [LOCAL     ] TSL: Saved forecast.
[2025-12-01T20:50:59.636265] [INFO ] [main      ] TSL: Signal=1 (Conf=90.0%), Magnitude=-0.89% (Conf=61.4139%)
[2025-12-01T20:50:59.636425] [INFO ] [main      ] Fetching symbol history for BLE...
[2025-12-01T20:50:59.636468] [DEBUG] [REMOTE    ] BLE: Fetching historical data.
[2025-12-01T20:50:59.636877] [INFO ] [main      ] Progress: 147/769 forecasts completed (19.1%). TSL finished in 0.7s. ETA: 1m 44s. Rate: 360.35 forecasts/min
[2025-12-01T20:50:59.648224] [DEBUG] [REMOTE    ] BLE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:59.649438] [DEBUG] [LOCAL     ] Loaded configuration for BLE: 5 features, N/A% accuracy
[2025-12-01T20:50:59.649499] [INFO ] [LOCAL     ] BLE: Loaded 5 optimal features with 50.70% confidence from JSON config
[2025-12-01T20:50:59.649532] [DEBUG] [MAG       ] Building data for symbol: BLE with lookback: 0
[2025-12-01T20:50:59.650430] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:50:59.650493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:50:59.652250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:50:59.652823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:50:59.656031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-01T20:50:59.658249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:50:59.664594] [INFO ] [LOCAL     ] RMM: Saved forecast.
[2025-12-01T20:50:59.664664] [INFO ] [main      ] RMM: Signal=1 (Conf=90.0%), Magnitude=-1.31% (Conf=60.7163%)
[2025-12-01T20:50:59.664955] [INFO ] [main      ] Fetching symbol history for MHK...
[2025-12-01T20:50:59.665005] [DEBUG] [REMOTE    ] MHK: Fetching historical data.
[2025-12-01T20:50:59.665830] [INFO ] [main      ] Progress: 148/769 forecasts completed (19.2%). RMM finished in 0.6s. ETA: 1m 43s. Rate: 362.37 forecasts/min
[2025-12-01T20:50:59.677176] [DEBUG] [REMOTE    ] MHK: Successfully parsed 300 rows of historical data.
[2025-12-01T20:50:59.678019] [DEBUG] [LOCAL     ] Loaded configuration for MHK: 4 features, N/A% accuracy
[2025-12-01T20:50:59.678074] [INFO ] [LOCAL     ] MHK: Loaded 4 optimal features with 52.60% confidence from JSON config
[2025-12-01T20:50:59.678103] [DEBUG] [MAG       ] Building data for symbol: MHK with lookback: 0
[2025-12-01T20:50:59.678890] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:50:59.678947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:50:59.680511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:50:59.681158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-01T20:50:59.682281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-01T20:50:59.684979] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:59.688137] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:50:59.738507] [DEBUG] [MAG       ] MCRI: Last date is validated at 2025-12-01
[2025-12-01T20:50:59.858191] [DEBUG] [MAG       ] SVC: Last date is validated at 2025-12-01
[2025-12-01T20:50:59.909681] [DEBUG] [MAG       ] MCRI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:00.018859] [DEBUG] [MAG       ] MHK: Last date is validated at 2025-12-01
[2025-12-01T20:51:00.028050] [INFO ] [LOCAL     ] MCRI: Saved forecast.
[2025-12-01T20:51:00.028117] [INFO ] [main      ] MCRI: Signal=1 (Conf=90.0%), Magnitude=0.86% (Conf=51.7198%)
[2025-12-01T20:51:00.028522] [INFO ] [main      ] Fetching symbol history for MRK...
[2025-12-01T20:51:00.028588] [DEBUG] [REMOTE    ] MRK: Fetching historical data.
[2025-12-01T20:51:00.028659] [INFO ] [main      ] Progress: 149/769 forecasts completed (19.4%). MCRI finished in 0.6s. ETA: 1m 43s. Rate: 359.50 forecasts/min
[2025-12-01T20:51:00.031755] [DEBUG] [MAG       ] SVC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:00.039566] [DEBUG] [MAG       ] BLE: Last date is validated at 2025-12-01
[2025-12-01T20:51:00.040685] [DEBUG] [REMOTE    ] MRK: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:00.041548] [DEBUG] [LOCAL     ] Loaded configuration for MRK: 6 features, N/A% accuracy
[2025-12-01T20:51:00.041641] [INFO ] [LOCAL     ] MRK: Loaded 6 optimal features with 53.48% confidence from JSON config
[2025-12-01T20:51:00.041681] [DEBUG] [MAG       ] Building data for symbol: MRK with lookback: 0
[2025-12-01T20:51:00.042497] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:00.042569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:00.044323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:00.044869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:00.045308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:00.045748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:51:00.046951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:51:00.049725] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:00.092346] [INFO ] [LOCAL     ] SVC: Saved forecast.
[2025-12-01T20:51:00.092415] [INFO ] [main      ] SVC: Signal=1 (Conf=90.0%), Magnitude=0.98% (Conf=63.3303%)
[2025-12-01T20:51:00.092798] [INFO ] [main      ] Progress: 150/769 forecasts completed (19.5%). SVC finished in 0.7s. ETA: 1m 43s. Rate: 360.98 forecasts/min
[2025-12-01T20:51:00.093027] [INFO ] [main      ] Fetching symbol history for ACCO...
[2025-12-01T20:51:00.093071] [DEBUG] [REMOTE    ] ACCO: Fetching historical data.
[2025-12-01T20:51:00.111778] [DEBUG] [REMOTE    ] ACCO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:00.114080] [DEBUG] [LOCAL     ] Loaded configuration for ACCO: 9 features, N/A% accuracy
[2025-12-01T20:51:00.114133] [INFO ] [LOCAL     ] ACCO: Loaded 9 optimal features with 55.69% confidence from JSON config
[2025-12-01T20:51:00.114164] [DEBUG] [MAG       ] Building data for symbol: ACCO with lookback: 0
[2025-12-01T20:51:00.116022] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:51:00.116085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:00.125860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:00.131721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:00.132211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:00.132660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:00.133384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:00.140726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:51:00.146939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-01T20:51:00.147660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-01T20:51:00.148336] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:00.198382] [DEBUG] [MAG       ] MHK: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:00.252882] [DEBUG] [MAG       ] BLE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:00.376501] [INFO ] [LOCAL     ] BLE: Saved forecast.
[2025-12-01T20:51:00.376567] [INFO ] [main      ] BLE: Signal=1 (Conf=90.0%), Magnitude=-0.42% (Conf=50.6972%)
[2025-12-01T20:51:00.379972] [INFO ] [main      ] Progress: 151/769 forecasts completed (19.6%). BLE finished in 0.7s. ETA: 1m 43s. Rate: 359.25 forecasts/min
[2025-12-01T20:51:00.380165] [INFO ] [main      ] Fetching symbol history for TPCS...
[2025-12-01T20:51:00.380210] [DEBUG] [REMOTE    ] TPCS: Fetching historical data.
[2025-12-01T20:51:00.391919] [DEBUG] [REMOTE    ] TPCS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:00.394058] [DEBUG] [LOCAL     ] Loaded configuration for TPCS: 2 features, N/A% accuracy
[2025-12-01T20:51:00.394130] [INFO ] [LOCAL     ] TPCS: Loaded 2 optimal features with 43.23% confidence from JSON config
[2025-12-01T20:51:00.394169] [DEBUG] [MAG       ] Building data for symbol: TPCS with lookback: 0
[2025-12-01T20:51:00.394996] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:00.395056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:00.404981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:51:00.406106] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:00.443783] [DEBUG] [MAG       ] MRK: Last date is validated at 2025-12-01
[2025-12-01T20:51:00.469859] [INFO ] [LOCAL     ] MHK: Saved forecast.
[2025-12-01T20:51:00.469922] [INFO ] [main      ] MHK: Signal=1 (Conf=90.0%), Magnitude=0.71% (Conf=52.596%)
[2025-12-01T20:51:00.470281] [INFO ] [main      ] Fetching symbol history for VTYX...
[2025-12-01T20:51:00.470330] [DEBUG] [REMOTE    ] VTYX: Fetching historical data.
[2025-12-01T20:51:00.475656] [INFO ] [main      ] Progress: 152/769 forecasts completed (19.8%). MHK finished in 0.8s. ETA: 1m 43s. Rate: 360.26 forecasts/min
[2025-12-01T20:51:00.482356] [DEBUG] [REMOTE    ] VTYX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:00.483219] [DEBUG] [LOCAL     ] Loaded configuration for VTYX: 6 features, N/A% accuracy
[2025-12-01T20:51:00.483270] [INFO ] [LOCAL     ] VTYX: Loaded 6 optimal features with 50.84% confidence from JSON config
[2025-12-01T20:51:00.483299] [DEBUG] [MAG       ] Building data for symbol: VTYX with lookback: 0
[2025-12-01T20:51:00.484082] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:00.484141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:00.488887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:00.489865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:00.491462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-01T20:51:00.492557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-01T20:51:00.493905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-01T20:51:00.499686] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:00.609147] [DEBUG] [MAG       ] MRK: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:00.672773] [DEBUG] [MAG       ] ACCO: Last date is validated at 2025-12-01
[2025-12-01T20:51:00.753185] [INFO ] [LOCAL     ] MRK: Saved forecast.
[2025-12-01T20:51:00.753256] [INFO ] [main      ] MRK: Signal=1 (Conf=90.0%), Magnitude=1.43% (Conf=53.4824%)
[2025-12-01T20:51:00.753410] [INFO ] [main      ] Fetching symbol history for EBC...
[2025-12-01T20:51:00.753456] [DEBUG] [REMOTE    ] EBC: Fetching historical data.
[2025-12-01T20:51:00.754527] [INFO ] [main      ] Progress: 153/769 forecasts completed (19.9%). MRK finished in 0.7s. ETA: 1m 43s. Rate: 358.68 forecasts/min
[2025-12-01T20:51:00.774993] [DEBUG] [REMOTE    ] EBC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:00.777619] [DEBUG] [LOCAL     ] Loaded configuration for EBC: 5 features, N/A% accuracy
[2025-12-01T20:51:00.777675] [INFO ] [LOCAL     ] EBC: Loaded 5 optimal features with 66.01% confidence from JSON config
[2025-12-01T20:51:00.777706] [DEBUG] [MAG       ] Building data for symbol: EBC with lookback: 0
[2025-12-01T20:51:00.778453] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:00.778511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:00.779332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:00.833064] [DEBUG] [MAG       ] VTYX: Last date is validated at 2025-12-01
[2025-12-01T20:51:00.875526] [DEBUG] [MAG       ] ACCO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:00.938161] [INFO ] [LOCAL     ] ACCO: Saved forecast.
[2025-12-01T20:51:00.938224] [INFO ] [main      ] ACCO: Signal=1 (Conf=90.0%), Magnitude=-1.16% (Conf=55.6902%)
[2025-12-01T20:51:00.938587] [INFO ] [main      ] Fetching symbol history for OPAL...
[2025-12-01T20:51:00.938637] [DEBUG] [REMOTE    ] OPAL: Fetching historical data.
[2025-12-01T20:51:00.938652] [INFO ] [main      ] Progress: 154/769 forecasts completed (20.0%). ACCO finished in 0.8s. ETA: 1m 43s. Rate: 358.45 forecasts/min
[2025-12-01T20:51:00.939154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:51:00.940284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:51:00.944492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:51:00.946681] [DEBUG] [MAG       ] TPCS: Last date is validated at 2025-12-01
[2025-12-01T20:51:00.947326] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:00.961752] [DEBUG] [REMOTE    ] OPAL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:00.962589] [DEBUG] [LOCAL     ] Loaded configuration for OPAL: 5 features, N/A% accuracy
[2025-12-01T20:51:00.962645] [INFO ] [LOCAL     ] OPAL: Loaded 5 optimal features with 45.32% confidence from JSON config
[2025-12-01T20:51:00.962676] [DEBUG] [MAG       ] Building data for symbol: OPAL with lookback: 0
[2025-12-01T20:51:00.963423] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:00.963481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:00.968162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:00.969964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:00.970463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:00.970873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-01T20:51:00.971528] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:01.020835] [DEBUG] [MAG       ] VTYX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:01.090916] [INFO ] [LOCAL     ] VTYX: Saved forecast.
[2025-12-01T20:51:01.090981] [INFO ] [main      ] VTYX: Signal=1 (Conf=90.0%), Magnitude=0.28% (Conf=50.8446%)
[2025-12-01T20:51:01.091405] [INFO ] [main      ] Fetching symbol history for CSQ...
[2025-12-01T20:51:01.091455] [DEBUG] [REMOTE    ] CSQ: Fetching historical data.
[2025-12-01T20:51:01.091658] [INFO ] [main      ] Progress: 155/769 forecasts completed (20.2%). VTYX finished in 0.6s. ETA: 1m 43s. Rate: 358.64 forecasts/min
[2025-12-01T20:51:01.111463] [DEBUG] [MAG       ] TPCS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:01.112610] [DEBUG] [REMOTE    ] CSQ: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:01.113540] [DEBUG] [LOCAL     ] Loaded configuration for CSQ: 4 features, N/A% accuracy
[2025-12-01T20:51:01.113622] [INFO ] [LOCAL     ] CSQ: Loaded 4 optimal features with 46.27% confidence from JSON config
[2025-12-01T20:51:01.113655] [DEBUG] [MAG       ] Building data for symbol: CSQ with lookback: 0
[2025-12-01T20:51:01.114441] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:01.114499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:01.118239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:01.118847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:01.125502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:51:01.126653] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:01.170074] [INFO ] [LOCAL     ] TPCS: Saved forecast.
[2025-12-01T20:51:01.170141] [INFO ] [main      ] TPCS: Signal=1 (Conf=90.0%), Magnitude=0.73% (Conf=43.2267%)
[2025-12-01T20:51:01.170471] [INFO ] [main      ] Fetching symbol history for HYMC...
[2025-12-01T20:51:01.170520] [DEBUG] [REMOTE    ] HYMC: Fetching historical data.
[2025-12-01T20:51:01.171643] [INFO ] [main      ] Progress: 156/769 forecasts completed (20.3%). TPCS finished in 0.8s. ETA: 1m 42s. Rate: 359.85 forecasts/min
[2025-12-01T20:51:01.182985] [DEBUG] [REMOTE    ] HYMC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:01.184190] [DEBUG] [LOCAL     ] Loaded configuration for HYMC: 4 features, N/A% accuracy
[2025-12-01T20:51:01.184244] [INFO ] [LOCAL     ] HYMC: Loaded 4 optimal features with 54.38% confidence from JSON config
[2025-12-01T20:51:01.184288] [DEBUG] [MAG       ] Building data for symbol: HYMC with lookback: 0
[2025-12-01T20:51:01.185138] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:01.185199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:01.187001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:01.187521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:01.190946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-01T20:51:01.191636] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:01.276212] [DEBUG] [MAG       ] EBC: Last date is validated at 2025-12-01
[2025-12-01T20:51:01.399717] [DEBUG] [MAG       ] OPAL: Last date is validated at 2025-12-01
[2025-12-01T20:51:01.443172] [DEBUG] [MAG       ] EBC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:01.477758] [DEBUG] [MAG       ] CSQ: Last date is validated at 2025-12-01
[2025-12-01T20:51:01.511906] [INFO ] [LOCAL     ] EBC: Saved forecast.
[2025-12-01T20:51:01.511971] [INFO ] [main      ] EBC: Signal=1 (Conf=90.0%), Magnitude=0.67% (Conf=66.006%)
[2025-12-01T20:51:01.512296] [INFO ] [main      ] Progress: 157/769 forecasts completed (20.4%). EBC finished in 0.8s. ETA: 1m 43s. Rate: 357.47 forecasts/min
[2025-12-01T20:51:01.512415] [INFO ] [main      ] Fetching symbol history for ARCC...
[2025-12-01T20:51:01.512456] [DEBUG] [REMOTE    ] ARCC: Fetching historical data.
[2025-12-01T20:51:01.524299] [DEBUG] [REMOTE    ] ARCC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:01.525201] [DEBUG] [LOCAL     ] Loaded configuration for ARCC: 6 features, N/A% accuracy
[2025-12-01T20:51:01.525249] [INFO ] [LOCAL     ] ARCC: Loaded 6 optimal features with 55.11% confidence from JSON config
[2025-12-01T20:51:01.525280] [DEBUG] [MAG       ] Building data for symbol: ARCC with lookback: 0
[2025-12-01T20:51:01.526047] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:01.526109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:01.527744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:01.528228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:01.528650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:01.529048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:51:01.530093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-01T20:51:01.532022] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:01.556834] [DEBUG] [MAG       ] HYMC: Last date is validated at 2025-12-01
[2025-12-01T20:51:01.562829] [DEBUG] [MAG       ] OPAL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:01.619633] [INFO ] [LOCAL     ] OPAL: Saved forecast.
[2025-12-01T20:51:01.619698] [INFO ] [main      ] OPAL: Signal=1 (Conf=90.0%), Magnitude=-4.33% (Conf=45.3159%)
[2025-12-01T20:51:01.620030] [INFO ] [main      ] Fetching symbol history for AEHL...
[2025-12-01T20:51:01.620089] [DEBUG] [REMOTE    ] AEHL: Fetching historical data.
[2025-12-01T20:51:01.621665] [INFO ] [main      ] Progress: 158/769 forecasts completed (20.5%). OPAL finished in 0.7s. ETA: 1m 42s. Rate: 358.26 forecasts/min
[2025-12-01T20:51:01.631905] [DEBUG] [REMOTE    ] AEHL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:01.633022] [DEBUG] [LOCAL     ] Loaded configuration for AEHL: 5 features, N/A% accuracy
[2025-12-01T20:51:01.633073] [INFO ] [LOCAL     ] AEHL: Loaded 5 optimal features with 38.11% confidence from JSON config
[2025-12-01T20:51:01.633103] [DEBUG] [MAG       ] Building data for symbol: AEHL with lookback: 0
[2025-12-01T20:51:01.633863] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:01.633922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:01.638559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:01.640324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:01.640801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:01.641174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:01.641880] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:01.643864] [DEBUG] [MAG       ] CSQ: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:01.704448] [INFO ] [LOCAL     ] CSQ: Saved forecast.
[2025-12-01T20:51:01.704511] [INFO ] [main      ] CSQ: Signal=1 (Conf=90.0%), Magnitude=0.48% (Conf=46.2726%)
[2025-12-01T20:51:01.704870] [INFO ] [main      ] Fetching symbol history for LEVI...
[2025-12-01T20:51:01.704920] [DEBUG] [REMOTE    ] LEVI: Fetching historical data.
[2025-12-01T20:51:01.705652] [INFO ] [main      ] Progress: 159/769 forecasts completed (20.7%). CSQ finished in 0.6s. ETA: 1m 42s. Rate: 359.39 forecasts/min
[2025-12-01T20:51:01.717470] [DEBUG] [REMOTE    ] LEVI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:01.718630] [DEBUG] [LOCAL     ] Loaded configuration for LEVI: 14 features, N/A% accuracy
[2025-12-01T20:51:01.718684] [INFO ] [LOCAL     ] LEVI: Loaded 14 optimal features with 60.36% confidence from JSON config
[2025-12-01T20:51:01.718714] [DEBUG] [MAG       ] Building data for symbol: LEVI with lookback: 0
[2025-12-01T20:51:01.719526] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2025-12-01T20:51:01.719611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:01.724310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:01.724349] [DEBUG] [MAG       ] HYMC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:01.726119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:01.726627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:01.727006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:01.727747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:51:01.728388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:51:01.729499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:01.729951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:51:01.730942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:51:01.732521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:51:01.733494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-01T20:51:01.734147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:51:01.735190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-01T20:51:01.737107] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:01.789265] [INFO ] [LOCAL     ] HYMC: Saved forecast.
[2025-12-01T20:51:01.789330] [INFO ] [main      ] HYMC: Signal=1 (Conf=90.0%), Magnitude=2.72% (Conf=54.3835%)
[2025-12-01T20:51:01.789702] [INFO ] [main      ] Fetching symbol history for WTBA...
[2025-12-01T20:51:01.789751] [DEBUG] [REMOTE    ] WTBA: Fetching historical data.
[2025-12-01T20:51:01.791670] [INFO ] [main      ] Progress: 160/769 forecasts completed (20.8%). HYMC finished in 0.6s. ETA: 1m 41s. Rate: 360.48 forecasts/min
[2025-12-01T20:51:01.800866] [DEBUG] [REMOTE    ] WTBA: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:01.801765] [DEBUG] [LOCAL     ] Loaded configuration for WTBA: 9 features, N/A% accuracy
[2025-12-01T20:51:01.801820] [INFO ] [LOCAL     ] WTBA: Loaded 9 optimal features with 64.38% confidence from JSON config
[2025-12-01T20:51:01.801850] [DEBUG] [MAG       ] Building data for symbol: WTBA with lookback: 0
[2025-12-01T20:51:01.802629] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:51:01.802700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:01.804335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:01.804853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:01.805233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:51:01.806165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:51:01.808839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:51:01.809840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:51:01.814000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-01T20:51:01.815349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-01T20:51:01.817985] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:01.866364] [DEBUG] [MAG       ] ARCC: Last date is validated at 2025-12-01
[2025-12-01T20:51:01.972263] [DEBUG] [MAG       ] AEHL: Last date is validated at 2025-12-01
[2025-12-01T20:51:02.041328] [DEBUG] [MAG       ] ARCC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:02.076518] [DEBUG] [MAG       ] LEVI: Last date is validated at 2025-12-01
[2025-12-01T20:51:02.107508] [INFO ] [LOCAL     ] ARCC: Saved forecast.
[2025-12-01T20:51:02.107590] [INFO ] [main      ] ARCC: Signal=1 (Conf=90.0%), Magnitude=-0.41% (Conf=55.1053%)
[2025-12-01T20:51:02.108335] [INFO ] [main      ] Progress: 161/769 forecasts completed (20.9%). ARCC finished in 0.6s. ETA: 1m 42s. Rate: 358.47 forecasts/min
[2025-12-01T20:51:02.108464] [INFO ] [main      ] Fetching symbol history for MBIN...
[2025-12-01T20:51:02.108507] [DEBUG] [REMOTE    ] MBIN: Fetching historical data.
[2025-12-01T20:51:02.123261] [DEBUG] [REMOTE    ] MBIN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:02.124221] [DEBUG] [LOCAL     ] Loaded configuration for MBIN: 2 features, N/A% accuracy
[2025-12-01T20:51:02.124270] [INFO ] [LOCAL     ] MBIN: Loaded 2 optimal features with 55.12% confidence from JSON config
[2025-12-01T20:51:02.124301] [DEBUG] [MAG       ] Building data for symbol: MBIN with lookback: 0
[2025-12-01T20:51:02.125077] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:02.125134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:02.125837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:02.136985] [DEBUG] [MAG       ] AEHL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:02.161926] [DEBUG] [MAG       ] WTBA: Last date is validated at 2025-12-01
[2025-12-01T20:51:02.164863] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:02.226699] [INFO ] [LOCAL     ] AEHL: Saved forecast.
[2025-12-01T20:51:02.226767] [INFO ] [main      ] AEHL: Signal=1 (Conf=90.0%), Magnitude=2.49% (Conf=38.1053%)
[2025-12-01T20:51:02.227133] [INFO ] [main      ] Fetching symbol history for NXGL...
[2025-12-01T20:51:02.227185] [DEBUG] [REMOTE    ] NXGL: Fetching historical data.
[2025-12-01T20:51:02.228633] [INFO ] [main      ] Progress: 162/769 forecasts completed (21.1%). AEHL finished in 0.6s. ETA: 1m 41s. Rate: 359.10 forecasts/min
[2025-12-01T20:51:02.239148] [DEBUG] [REMOTE    ] NXGL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:02.240332] [DEBUG] [LOCAL     ] Loaded configuration for NXGL: 3 features, N/A% accuracy
[2025-12-01T20:51:02.240392] [INFO ] [LOCAL     ] NXGL: Loaded 3 optimal features with 49.28% confidence from JSON config
[2025-12-01T20:51:02.240425] [DEBUG] [MAG       ] Building data for symbol: NXGL with lookback: 0
[2025-12-01T20:51:02.241269] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:02.241329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:02.242974] [DEBUG] [MAG       ] LEVI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:02.246465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:02.249244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:51:02.253647] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:02.328929] [INFO ] [LOCAL     ] LEVI: Saved forecast.
[2025-12-01T20:51:02.328999] [INFO ] [main      ] LEVI: Signal=1 (Conf=90.0%), Magnitude=0.71% (Conf=60.3632%)
[2025-12-01T20:51:02.329161] [INFO ] [main      ] Fetching symbol history for PTF...
[2025-12-01T20:51:02.329204] [DEBUG] [REMOTE    ] PTF: Fetching historical data.
[2025-12-01T20:51:02.330015] [INFO ] [main      ] Progress: 163/769 forecasts completed (21.2%). LEVI finished in 0.6s. ETA: 1m 41s. Rate: 359.96 forecasts/min
[2025-12-01T20:51:02.331793] [DEBUG] [MAG       ] WTBA: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:02.340466] [DEBUG] [REMOTE    ] PTF: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:02.341479] [DEBUG] [LOCAL     ] Loaded configuration for PTF: 3 features, N/A% accuracy
[2025-12-01T20:51:02.341539] [INFO ] [LOCAL     ] PTF: Loaded 3 optimal features with 55.30% confidence from JSON config
[2025-12-01T20:51:02.341569] [DEBUG] [MAG       ] Building data for symbol: PTF with lookback: 0
[2025-12-01T20:51:02.342478] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:02.342542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:02.347598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:02.407614] [INFO ] [LOCAL     ] WTBA: Saved forecast.
[2025-12-01T20:51:02.407679] [INFO ] [main      ] WTBA: Signal=1 (Conf=90.0%), Magnitude=3.65% (Conf=64.3834%)
[2025-12-01T20:51:02.407830] [INFO ] [main      ] Fetching symbol history for SITM...
[2025-12-01T20:51:02.407873] [DEBUG] [REMOTE    ] SITM: Fetching historical data.
[2025-12-01T20:51:02.408840] [INFO ] [main      ] Progress: 164/769 forecasts completed (21.3%). WTBA finished in 0.6s. ETA: 1m 41s. Rate: 361.13 forecasts/min
[2025-12-01T20:51:02.419459] [DEBUG] [REMOTE    ] SITM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:02.420387] [DEBUG] [LOCAL     ] Loaded configuration for SITM: 4 features, N/A% accuracy
[2025-12-01T20:51:02.420438] [INFO ] [LOCAL     ] SITM: Loaded 4 optimal features with 50.76% confidence from JSON config
[2025-12-01T20:51:02.420468] [DEBUG] [MAG       ] Building data for symbol: SITM with lookback: 0
[2025-12-01T20:51:02.421234] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:02.421292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:02.422928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:02.423661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:02.425997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-01T20:51:02.427695] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:02.461460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:51:02.462941] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:02.507557] [DEBUG] [MAG       ] MBIN: Last date is validated at 2025-12-01
[2025-12-01T20:51:02.597920] [DEBUG] [MAG       ] NXGL: Last date is validated at 2025-12-01
[2025-12-01T20:51:02.674912] [DEBUG] [MAG       ] MBIN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:02.758385] [INFO ] [LOCAL     ] MBIN: Saved forecast.
[2025-12-01T20:51:02.758448] [INFO ] [main      ] MBIN: Signal=1 (Conf=90.0%), Magnitude=4.11% (Conf=55.1157%)
[2025-12-01T20:51:02.758812] [INFO ] [main      ] Fetching symbol history for ONDS...
[2025-12-01T20:51:02.758900] [DEBUG] [REMOTE    ] ONDS: Fetching historical data.
[2025-12-01T20:51:02.759664] [INFO ] [main      ] Progress: 165/769 forecasts completed (21.5%). MBIN finished in 0.6s. ETA: 1m 41s. Rate: 358.71 forecasts/min
[2025-12-01T20:51:02.764041] [DEBUG] [MAG       ] NXGL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:02.766301] [DEBUG] [MAG       ] SITM: Last date is validated at 2025-12-01
[2025-12-01T20:51:02.770885] [DEBUG] [REMOTE    ] ONDS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:02.771926] [DEBUG] [LOCAL     ] Loaded configuration for ONDS: 5 features, N/A% accuracy
[2025-12-01T20:51:02.771979] [INFO ] [LOCAL     ] ONDS: Loaded 5 optimal features with 54.01% confidence from JSON config
[2025-12-01T20:51:02.772010] [DEBUG] [MAG       ] Building data for symbol: ONDS with lookback: 0
[2025-12-01T20:51:02.772806] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:02.772867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:02.777685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:02.778522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:51:02.779830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:51:02.782287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:02.784245] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:02.813379] [DEBUG] [MAG       ] PTF: Last date is validated at 2025-12-01
[2025-12-01T20:51:02.826706] [INFO ] [LOCAL     ] NXGL: Saved forecast.
[2025-12-01T20:51:02.826776] [INFO ] [main      ] NXGL: Signal=1 (Conf=90.0%), Magnitude=1.76% (Conf=49.2825%)
[2025-12-01T20:51:02.827208] [INFO ] [main      ] Fetching symbol history for AMPG...
[2025-12-01T20:51:02.827277] [DEBUG] [REMOTE    ] AMPG: Fetching historical data.
[2025-12-01T20:51:02.827719] [INFO ] [main      ] Progress: 166/769 forecasts completed (21.6%). NXGL finished in 0.6s. ETA: 1m 41s. Rate: 360.00 forecasts/min
[2025-12-01T20:51:02.839112] [DEBUG] [REMOTE    ] AMPG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:02.840240] [DEBUG] [LOCAL     ] Loaded configuration for AMPG: 1 features, N/A% accuracy
[2025-12-01T20:51:02.840292] [INFO ] [LOCAL     ] AMPG: Loaded 1 optimal features with 47.95% confidence from JSON config
[2025-12-01T20:51:02.840322] [DEBUG] [MAG       ] Building data for symbol: AMPG with lookback: 0
[2025-12-01T20:51:02.841121] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:51:02.841187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:51:02.842282] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:02.933343] [DEBUG] [MAG       ] SITM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:02.981417] [DEBUG] [MAG       ] PTF: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:03.075699] [INFO ] [LOCAL     ] PTF: Saved forecast.
[2025-12-01T20:51:03.075763] [INFO ] [main      ] PTF: Signal=1 (Conf=90.0%), Magnitude=-3.94% (Conf=55.3015%)
[2025-12-01T20:51:03.076115] [INFO ] [main      ] Fetching symbol history for IGSB...
[2025-12-01T20:51:03.076164] [DEBUG] [REMOTE    ] IGSB: Fetching historical data.
[2025-12-01T20:51:03.076151] [INFO ] [main      ] Progress: 167/769 forecasts completed (21.7%). PTF finished in 0.7s. ETA: 1m 41s. Rate: 358.94 forecasts/min
[2025-12-01T20:51:03.087321] [DEBUG] [REMOTE    ] IGSB: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:03.088282] [DEBUG] [LOCAL     ] Loaded configuration for IGSB: 5 features, N/A% accuracy
[2025-12-01T20:51:03.088495] [INFO ] [LOCAL     ] IGSB: Loaded 5 optimal features with 25.76% confidence from JSON config
[2025-12-01T20:51:03.088529] [DEBUG] [MAG       ] Building data for symbol: IGSB with lookback: 0
[2025-12-01T20:51:03.089314] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:03.089376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:03.091088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:03.091607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:03.091999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:03.096240] [INFO ] [LOCAL     ] SITM: Saved forecast.
[2025-12-01T20:51:03.096304] [INFO ] [main      ] SITM: Signal=1 (Conf=90.0%), Magnitude=0.79% (Conf=50.7586%)
[2025-12-01T20:51:03.096725] [INFO ] [main      ] Progress: 168/769 forecasts completed (21.8%). SITM finished in 0.7s. ETA: 1m 40s. Rate: 360.82 forecasts/min
[2025-12-01T20:51:03.096848] [INFO ] [main      ] Fetching symbol history for ABOS...
[2025-12-01T20:51:03.096889] [DEBUG] [REMOTE    ] ABOS: Fetching historical data.
[2025-12-01T20:51:03.108475] [DEBUG] [REMOTE    ] ABOS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:03.109440] [DEBUG] [LOCAL     ] Loaded configuration for ABOS: 5 features, N/A% accuracy
[2025-12-01T20:51:03.109495] [INFO ] [LOCAL     ] ABOS: Loaded 5 optimal features with 41.41% confidence from JSON config
[2025-12-01T20:51:03.109525] [DEBUG] [MAG       ] Building data for symbol: ABOS with lookback: 0
[2025-12-01T20:51:03.110278] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:03.110337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:03.111981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:03.112464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:03.112865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:51:03.113452] [DEBUG] [MAG       ] ONDS: Last date is validated at 2025-12-01
[2025-12-01T20:51:03.114778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:51:03.115460] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:03.131641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:51:03.132363] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:03.173310] [DEBUG] [MAG       ] AMPG: Last date is validated at 2025-12-01
[2025-12-01T20:51:03.277496] [DEBUG] [MAG       ] ONDS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:03.336974] [DEBUG] [MAG       ] AMPG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:03.354120] [INFO ] [LOCAL     ] ONDS: Saved forecast.
[2025-12-01T20:51:03.354183] [INFO ] [main      ] ONDS: Signal=1 (Conf=90.0%), Magnitude=-9.99% (Conf=54.0059%)
[2025-12-01T20:51:03.354654] [INFO ] [main      ] Fetching symbol history for COTY...
[2025-12-01T20:51:03.354706] [DEBUG] [REMOTE    ] COTY: Fetching historical data.
[2025-12-01T20:51:03.354686] [INFO ] [main      ] Progress: 169/769 forecasts completed (22.0%). ONDS finished in 0.6s. ETA: 1m 40s. Rate: 359.65 forecasts/min
[2025-12-01T20:51:03.365954] [DEBUG] [REMOTE    ] COTY: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:03.367083] [DEBUG] [LOCAL     ] Loaded configuration for COTY: 6 features, N/A% accuracy
[2025-12-01T20:51:03.367133] [INFO ] [LOCAL     ] COTY: Loaded 6 optimal features with 59.94% confidence from JSON config
[2025-12-01T20:51:03.367163] [DEBUG] [MAG       ] Building data for symbol: COTY with lookback: 0
[2025-12-01T20:51:03.367930] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:03.367989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:03.369660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:03.370153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:03.370599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:03.370980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:03.371851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:03.374152] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:03.397060] [INFO ] [LOCAL     ] AMPG: Saved forecast.
[2025-12-01T20:51:03.397127] [INFO ] [main      ] AMPG: Signal=1 (Conf=90.0%), Magnitude=4.11% (Conf=47.9484%)
[2025-12-01T20:51:03.397283] [INFO ] [main      ] Fetching symbol history for PHIN...
[2025-12-01T20:51:03.397326] [DEBUG] [REMOTE    ] PHIN: Fetching historical data.
[2025-12-01T20:51:03.398657] [INFO ] [main      ] Progress: 170/769 forecasts completed (22.1%). AMPG finished in 0.6s. ETA: 1m 39s. Rate: 361.22 forecasts/min
[2025-12-01T20:51:03.409469] [DEBUG] [REMOTE    ] PHIN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:03.410505] [DEBUG] [LOCAL     ] Loaded configuration for PHIN: 5 features, N/A% accuracy
[2025-12-01T20:51:03.410559] [INFO ] [LOCAL     ] PHIN: Loaded 5 optimal features with 72.32% confidence from JSON config
[2025-12-01T20:51:03.410612] [DEBUG] [MAG       ] Building data for symbol: PHIN with lookback: 0
[2025-12-01T20:51:03.411394] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:03.411452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:03.416490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:03.418882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:51:03.419813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:51:03.422425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-01T20:51:03.428066] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:03.450411] [DEBUG] [MAG       ] ABOS: Last date is validated at 2025-12-01
[2025-12-01T20:51:03.466695] [DEBUG] [MAG       ] IGSB: Last date is validated at 2025-12-01
[2025-12-01T20:51:03.622686] [DEBUG] [MAG       ] ABOS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:03.630860] [DEBUG] [MAG       ] IGSB: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:03.683786] [INFO ] [LOCAL     ] ABOS: Saved forecast.
[2025-12-01T20:51:03.683857] [INFO ] [main      ] ABOS: Signal=1 (Conf=90.0%), Magnitude=-6.30% (Conf=41.4122%)
[2025-12-01T20:51:03.684233] [INFO ] [main      ] Progress: 171/769 forecasts completed (22.2%). ABOS finished in 0.6s. ETA: 1m 40s. Rate: 359.70 forecasts/min
[2025-12-01T20:51:03.684359] [INFO ] [main      ] Fetching symbol history for DKS...
[2025-12-01T20:51:03.684404] [DEBUG] [REMOTE    ] DKS: Fetching historical data.
[2025-12-01T20:51:03.685355] [INFO ] [LOCAL     ] IGSB: Saved forecast.
[2025-12-01T20:51:03.685416] [INFO ] [main      ] IGSB: Signal=1 (Conf=90.0%), Magnitude=-0.12% (Conf=25.7641%)
[2025-12-01T20:51:03.685805] [INFO ] [main      ] Fetching symbol history for RILY...
[2025-12-01T20:51:03.685805] [INFO ] [main      ] Progress: 172/769 forecasts completed (22.4%). IGSB finished in 0.6s. ETA: 1m 39s. Rate: 361.79 forecasts/min
[2025-12-01T20:51:03.685856] [DEBUG] [REMOTE    ] RILY: Fetching historical data.
[2025-12-01T20:51:03.696342] [DEBUG] [REMOTE    ] DKS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:03.696810] [DEBUG] [REMOTE    ] RILY: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:03.697321] [DEBUG] [LOCAL     ] Loaded configuration for DKS: 4 features, N/A% accuracy
[2025-12-01T20:51:03.697377] [INFO ] [LOCAL     ] DKS: Loaded 4 optimal features with 59.49% confidence from JSON config
[2025-12-01T20:51:03.697408] [DEBUG] [MAG       ] Building data for symbol: DKS with lookback: 0
[2025-12-01T20:51:03.697542] [DEBUG] [LOCAL     ] Loaded configuration for RILY: 3 features, N/A% accuracy
[2025-12-01T20:51:03.697616] [INFO ] [LOCAL     ] RILY: Loaded 3 optimal features with 50.52% confidence from JSON config
[2025-12-01T20:51:03.697648] [DEBUG] [MAG       ] Building data for symbol: RILY with lookback: 0
[2025-12-01T20:51:03.698185] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:03.698244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:03.698411] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:03.698469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:03.699006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:51:03.699318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:03.700029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:03.700120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-01T20:51:03.701229] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:03.701734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:51:03.702061] [DEBUG] [MAG       ] COTY: Last date is validated at 2025-12-01
[2025-12-01T20:51:03.703318] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:03.758014] [DEBUG] [MAG       ] PHIN: Last date is validated at 2025-12-01
[2025-12-01T20:51:03.864807] [DEBUG] [MAG       ] COTY: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:03.920177] [DEBUG] [MAG       ] PHIN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:03.924876] [INFO ] [LOCAL     ] COTY: Saved forecast.
[2025-12-01T20:51:03.924939] [INFO ] [main      ] COTY: Signal=1 (Conf=90.0%), Magnitude=-1.80% (Conf=59.9368%)
[2025-12-01T20:51:03.925351] [INFO ] [main      ] Fetching symbol history for CNO...
[2025-12-01T20:51:03.925401] [DEBUG] [REMOTE    ] CNO: Fetching historical data.
[2025-12-01T20:51:03.925667] [INFO ] [main      ] Progress: 173/769 forecasts completed (22.5%). COTY finished in 0.6s. ETA: 1m 39s. Rate: 360.86 forecasts/min
[2025-12-01T20:51:03.936330] [DEBUG] [REMOTE    ] CNO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:03.937261] [DEBUG] [LOCAL     ] Loaded configuration for CNO: 5 features, N/A% accuracy
[2025-12-01T20:51:03.937314] [INFO ] [LOCAL     ] CNO: Loaded 5 optimal features with 54.20% confidence from JSON config
[2025-12-01T20:51:03.937346] [DEBUG] [MAG       ] Building data for symbol: CNO with lookback: 0
[2025-12-01T20:51:03.938112] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:03.938170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:03.942791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:03.944474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:03.944947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:03.981967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:51:03.983245] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:04.014226] [INFO ] [LOCAL     ] PHIN: Saved forecast.
[2025-12-01T20:51:04.014297] [INFO ] [main      ] PHIN: Signal=1 (Conf=90.0%), Magnitude=-0.56% (Conf=72.3159%)
[2025-12-01T20:51:04.014692] [INFO ] [main      ] Fetching symbol history for NEOG...
[2025-12-01T20:51:04.014743] [DEBUG] [REMOTE    ] NEOG: Fetching historical data.
[2025-12-01T20:51:04.015601] [INFO ] [main      ] Progress: 174/769 forecasts completed (22.6%). PHIN finished in 0.6s. ETA: 1m 39s. Rate: 361.81 forecasts/min
[2025-12-01T20:51:04.026073] [DEBUG] [REMOTE    ] NEOG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:04.027017] [DEBUG] [LOCAL     ] Loaded configuration for NEOG: 3 features, N/A% accuracy
[2025-12-01T20:51:04.027068] [INFO ] [LOCAL     ] NEOG: Loaded 3 optimal features with 56.68% confidence from JSON config
[2025-12-01T20:51:04.027100] [DEBUG] [MAG       ] Building data for symbol: NEOG with lookback: 0
[2025-12-01T20:51:04.027866] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:04.027923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:51:04.033482] [DEBUG] [MAG       ] RILY: Last date is validated at 2025-12-01
[2025-12-01T20:51:04.047254] [DEBUG] [MAG       ] DKS: Last date is validated at 2025-12-01
[2025-12-01T20:51:04.101341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:51:04.103446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-01T20:51:04.104819] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:04.197364] [DEBUG] [MAG       ] RILY: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:04.219010] [DEBUG] [MAG       ] DKS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:04.262656] [INFO ] [LOCAL     ] RILY: Saved forecast.
[2025-12-01T20:51:04.262742] [INFO ] [main      ] RILY: Signal=1 (Conf=90.0%), Magnitude=-1.61% (Conf=50.5151%)
[2025-12-01T20:51:04.262895] [INFO ] [main      ] Fetching symbol history for FOA...
[2025-12-01T20:51:04.262937] [DEBUG] [REMOTE    ] FOA: Fetching historical data.
[2025-12-01T20:51:04.264659] [INFO ] [main      ] Progress: 175/769 forecasts completed (22.8%). RILY finished in 0.6s. ETA: 1m 39s. Rate: 360.78 forecasts/min
[2025-12-01T20:51:04.276072] [DEBUG] [REMOTE    ] FOA: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:04.277261] [DEBUG] [LOCAL     ] Loaded configuration for FOA: 5 features, N/A% accuracy
[2025-12-01T20:51:04.277311] [INFO ] [LOCAL     ] FOA: Loaded 5 optimal features with 67.32% confidence from JSON config
[2025-12-01T20:51:04.277343] [DEBUG] [MAG       ] Building data for symbol: FOA with lookback: 0
[2025-12-01T20:51:04.278154] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:04.278211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:04.279955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:04.280450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:04.280862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:51:04.282618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:51:04.283610] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:04.310473] [DEBUG] [MAG       ] CNO: Last date is validated at 2025-12-01
[2025-12-01T20:51:04.342635] [INFO ] [LOCAL     ] DKS: Saved forecast.
[2025-12-01T20:51:04.342701] [INFO ] [main      ] DKS: Signal=1 (Conf=90.0%), Magnitude=-1.54% (Conf=59.4912%)
[2025-12-01T20:51:04.343035] [INFO ] [main      ] Fetching symbol history for KPTI...
[2025-12-01T20:51:04.343086] [DEBUG] [REMOTE    ] KPTI: Fetching historical data.
[2025-12-01T20:51:04.343666] [INFO ] [main      ] Progress: 176/769 forecasts completed (22.9%). DKS finished in 0.7s. ETA: 1m 38s. Rate: 361.85 forecasts/min
[2025-12-01T20:51:04.354511] [DEBUG] [REMOTE    ] KPTI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:04.355830] [DEBUG] [LOCAL     ] Loaded configuration for KPTI: 6 features, N/A% accuracy
[2025-12-01T20:51:04.355884] [INFO ] [LOCAL     ] KPTI: Loaded 6 optimal features with 57.24% confidence from JSON config
[2025-12-01T20:51:04.355915] [DEBUG] [MAG       ] Building data for symbol: KPTI with lookback: 0
[2025-12-01T20:51:04.356754] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:04.356814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:04.361775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:04.363557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:04.364071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:04.364460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:04.475503] [DEBUG] [MAG       ] CNO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:04.476353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:04.478389] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:04.492024] [DEBUG] [MAG       ] NEOG: Last date is validated at 2025-12-01
[2025-12-01T20:51:04.558063] [INFO ] [LOCAL     ] CNO: Saved forecast.
[2025-12-01T20:51:04.558134] [INFO ] [main      ] CNO: Signal=1 (Conf=90.0%), Magnitude=-0.42% (Conf=54.1952%)
[2025-12-01T20:51:04.558626] [INFO ] [main      ] Fetching symbol history for MRVL...
[2025-12-01T20:51:04.558686] [DEBUG] [REMOTE    ] MRVL: Fetching historical data.
[2025-12-01T20:51:04.558658] [INFO ] [main      ] Progress: 177/769 forecasts completed (23.0%). CNO finished in 0.6s. ETA: 1m 38s. Rate: 361.25 forecasts/min
[2025-12-01T20:51:04.571364] [DEBUG] [REMOTE    ] MRVL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:04.572465] [DEBUG] [LOCAL     ] Loaded configuration for MRVL: 4 features, N/A% accuracy
[2025-12-01T20:51:04.572523] [INFO ] [LOCAL     ] MRVL: Loaded 4 optimal features with 62.31% confidence from JSON config
[2025-12-01T20:51:04.572556] [DEBUG] [MAG       ] Building data for symbol: MRVL with lookback: 0
[2025-12-01T20:51:04.573398] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:04.573458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:04.612298] [DEBUG] [MAG       ] FOA: Last date is validated at 2025-12-01
[2025-12-01T20:51:04.612557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:51:04.613893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:51:04.615691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:51:04.618471] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:04.656894] [DEBUG] [MAG       ] NEOG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:04.727279] [INFO ] [LOCAL     ] NEOG: Saved forecast.
[2025-12-01T20:51:04.727343] [INFO ] [main      ] NEOG: Signal=1 (Conf=90.0%), Magnitude=5.70% (Conf=56.6818%)
[2025-12-01T20:51:04.727663] [INFO ] [main      ] Fetching symbol history for SMTC...
[2025-12-01T20:51:04.727714] [DEBUG] [REMOTE    ] SMTC: Fetching historical data.
[2025-12-01T20:51:04.728605] [INFO ] [main      ] Progress: 178/769 forecasts completed (23.1%). NEOG finished in 0.7s. ETA: 1m 38s. Rate: 361.20 forecasts/min
[2025-12-01T20:51:04.739353] [DEBUG] [REMOTE    ] SMTC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:04.740115] [DEBUG] [LOCAL     ] Loaded configuration for SMTC: 4 features, N/A% accuracy
[2025-12-01T20:51:04.740169] [INFO ] [LOCAL     ] SMTC: Loaded 4 optimal features with 56.72% confidence from JSON config
[2025-12-01T20:51:04.740199] [DEBUG] [MAG       ] Building data for symbol: SMTC with lookback: 0
[2025-12-01T20:51:04.740998] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:04.741057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:04.745919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:04.747711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:04.748185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:04.748622] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:04.776258] [DEBUG] [MAG       ] FOA: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:04.818420] [DEBUG] [MAG       ] KPTI: Last date is validated at 2025-12-01
[2025-12-01T20:51:04.866081] [INFO ] [LOCAL     ] FOA: Saved forecast.
[2025-12-01T20:51:04.866145] [INFO ] [main      ] FOA: Signal=1 (Conf=90.0%), Magnitude=-0.53% (Conf=67.3245%)
[2025-12-01T20:51:04.866467] [INFO ] [main      ] Fetching symbol history for EVSD...
[2025-12-01T20:51:04.866515] [DEBUG] [REMOTE    ] EVSD: Fetching historical data.
[2025-12-01T20:51:04.866654] [INFO ] [main      ] Progress: 179/769 forecasts completed (23.3%). FOA finished in 0.6s. ETA: 1m 38s. Rate: 361.54 forecasts/min
[2025-12-01T20:51:04.877190] [DEBUG] [REMOTE    ] EVSD: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:04.878212] [DEBUG] [LOCAL     ] Loaded configuration for EVSD: 7 features, N/A% accuracy
[2025-12-01T20:51:04.878262] [INFO ] [LOCAL     ] EVSD: Loaded 7 optimal features with 27.71% confidence from JSON config
[2025-12-01T20:51:04.878291] [DEBUG] [MAG       ] Building data for symbol: EVSD with lookback: 0
[2025-12-01T20:51:04.879091] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:51:04.879151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:04.881535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:04.883170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:04.928493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:51:04.932522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:51:04.946471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-01T20:51:04.947857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-01T20:51:04.949264] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:04.965542] [DEBUG] [MAG       ] MRVL: Last date is validated at 2025-12-01
[2025-12-01T20:51:04.984986] [DEBUG] [MAG       ] KPTI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:05.059158] [INFO ] [LOCAL     ] KPTI: Saved forecast.
[2025-12-01T20:51:05.059227] [INFO ] [main      ] KPTI: Signal=1 (Conf=90.0%), Magnitude=1.37% (Conf=57.2377%)
[2025-12-01T20:51:05.059605] [INFO ] [main      ] Fetching symbol history for PRFZ...
[2025-12-01T20:51:05.059657] [DEBUG] [REMOTE    ] PRFZ: Fetching historical data.
[2025-12-01T20:51:05.059669] [INFO ] [main      ] Progress: 180/769 forecasts completed (23.4%). KPTI finished in 0.7s. ETA: 1m 38s. Rate: 361.22 forecasts/min
[2025-12-01T20:51:05.071551] [DEBUG] [REMOTE    ] PRFZ: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:05.072401] [DEBUG] [LOCAL     ] Loaded configuration for PRFZ: 5 features, N/A% accuracy
[2025-12-01T20:51:05.072455] [INFO ] [LOCAL     ] PRFZ: Loaded 5 optimal features with 64.03% confidence from JSON config
[2025-12-01T20:51:05.072487] [DEBUG] [MAG       ] Building data for symbol: PRFZ with lookback: 0
[2025-12-01T20:51:05.073276] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:05.073336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:51:05.074261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:05.082042] [DEBUG] [MAG       ] SMTC: Last date is validated at 2025-12-01
[2025-12-01T20:51:05.124933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:51:05.126299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:51:05.128279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:51:05.130979] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:05.142607] [DEBUG] [MAG       ] MRVL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:05.246309] [DEBUG] [MAG       ] SMTC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:05.263633] [INFO ] [LOCAL     ] MRVL: Saved forecast.
[2025-12-01T20:51:05.263702] [INFO ] [main      ] MRVL: Signal=1 (Conf=90.0%), Magnitude=0.30% (Conf=62.3143%)
[2025-12-01T20:51:05.264037] [INFO ] [main      ] Fetching symbol history for ULTA...
[2025-12-01T20:51:05.264088] [DEBUG] [REMOTE    ] ULTA: Fetching historical data.
[2025-12-01T20:51:05.265650] [INFO ] [main      ] Progress: 181/769 forecasts completed (23.5%). MRVL finished in 0.7s. ETA: 1m 38s. Rate: 360.74 forecasts/min
[2025-12-01T20:51:05.278026] [DEBUG] [MAG       ] EVSD: Last date is validated at 2025-12-01
[2025-12-01T20:51:05.287139] [DEBUG] [REMOTE    ] ULTA: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:05.287966] [DEBUG] [LOCAL     ] Loaded configuration for ULTA: 7 features, N/A% accuracy
[2025-12-01T20:51:05.288022] [INFO ] [LOCAL     ] ULTA: Loaded 7 optimal features with 63.56% confidence from JSON config
[2025-12-01T20:51:05.288055] [DEBUG] [MAG       ] Building data for symbol: ULTA with lookback: 0
[2025-12-01T20:51:05.288886] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:51:05.288959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:05.293812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:05.295598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:05.296083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:05.296474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:05.297323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:51:05.298259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:51:05.298903] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:05.369090] [INFO ] [LOCAL     ] SMTC: Saved forecast.
[2025-12-01T20:51:05.369156] [INFO ] [main      ] SMTC: Signal=1 (Conf=90.0%), Magnitude=2.21% (Conf=56.7246%)
[2025-12-01T20:51:05.369518] [INFO ] [main      ] Progress: 182/769 forecasts completed (23.7%). SMTC finished in 0.6s. ETA: 1m 37s. Rate: 361.48 forecasts/min
[2025-12-01T20:51:05.369658] [INFO ] [main      ] Fetching symbol history for HBNC...
[2025-12-01T20:51:05.369701] [DEBUG] [REMOTE    ] HBNC: Fetching historical data.
[2025-12-01T20:51:05.381175] [DEBUG] [REMOTE    ] HBNC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:05.382259] [DEBUG] [LOCAL     ] Loaded configuration for HBNC: 6 features, N/A% accuracy
[2025-12-01T20:51:05.382310] [INFO ] [LOCAL     ] HBNC: Loaded 6 optimal features with 53.07% confidence from JSON config
[2025-12-01T20:51:05.382339] [DEBUG] [MAG       ] Building data for symbol: HBNC with lookback: 0
[2025-12-01T20:51:05.383098] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:05.383156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:05.384802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:05.385279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:05.385684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:05.386524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:05.441135] [DEBUG] [MAG       ] EVSD: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:05.469415] [DEBUG] [MAG       ] PRFZ: Last date is validated at 2025-12-01
[2025-12-01T20:51:05.496108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-01T20:51:05.498650] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:05.569389] [INFO ] [LOCAL     ] EVSD: Saved forecast.
[2025-12-01T20:51:05.569451] [INFO ] [main      ] EVSD: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=27.7051%)
[2025-12-01T20:51:05.569807] [INFO ] [main      ] Fetching symbol history for LKQ...
[2025-12-01T20:51:05.569856] [DEBUG] [REMOTE    ] LKQ: Fetching historical data.
[2025-12-01T20:51:05.571664] [INFO ] [main      ] Progress: 183/769 forecasts completed (23.8%). EVSD finished in 0.7s. ETA: 1m 37s. Rate: 361.05 forecasts/min
[2025-12-01T20:51:05.581038] [DEBUG] [REMOTE    ] LKQ: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:05.583737] [DEBUG] [LOCAL     ] Loaded configuration for LKQ: 8 features, N/A% accuracy
[2025-12-01T20:51:05.583789] [INFO ] [LOCAL     ] LKQ: Loaded 8 optimal features with 57.66% confidence from JSON config
[2025-12-01T20:51:05.583819] [DEBUG] [MAG       ] Building data for symbol: LKQ with lookback: 0
[2025-12-01T20:51:05.584598] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:51:05.584667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:05.589347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:05.591093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:05.591550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:05.591994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:05.592382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:05.593230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:05.595520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:05.632751] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:05.634562] [DEBUG] [MAG       ] ULTA: Last date is validated at 2025-12-01
[2025-12-01T20:51:05.634794] [DEBUG] [MAG       ] PRFZ: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:05.716924] [INFO ] [LOCAL     ] PRFZ: Saved forecast.
[2025-12-01T20:51:05.716988] [INFO ] [main      ] PRFZ: Signal=1 (Conf=90.0%), Magnitude=-0.23% (Conf=64.0327%)
[2025-12-01T20:51:05.717333] [INFO ] [main      ] Fetching symbol history for PEG...
[2025-12-01T20:51:05.717382] [DEBUG] [REMOTE    ] PEG: Fetching historical data.
[2025-12-01T20:51:05.717662] [INFO ] [main      ] Progress: 184/769 forecasts completed (23.9%). PRFZ finished in 0.7s. ETA: 1m 37s. Rate: 361.29 forecasts/min
[2025-12-01T20:51:05.728205] [DEBUG] [REMOTE    ] PEG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:05.729473] [DEBUG] [LOCAL     ] Loaded configuration for PEG: 4 features, N/A% accuracy
[2025-12-01T20:51:05.729524] [INFO ] [LOCAL     ] PEG: Loaded 4 optimal features with 58.50% confidence from JSON config
[2025-12-01T20:51:05.729557] [DEBUG] [MAG       ] Building data for symbol: PEG with lookback: 0
[2025-12-01T20:51:05.730339] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:05.730398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:05.735190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:05.737622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:05.738425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:51:05.741038] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:05.802330] [DEBUG] [MAG       ] ULTA: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:05.828912] [DEBUG] [MAG       ] HBNC: Last date is validated at 2025-12-01
[2025-12-01T20:51:05.957200] [DEBUG] [MAG       ] LKQ: Last date is validated at 2025-12-01
[2025-12-01T20:51:05.964397] [INFO ] [LOCAL     ] ULTA: Saved forecast.
[2025-12-01T20:51:05.964466] [INFO ] [main      ] ULTA: Signal=1 (Conf=90.0%), Magnitude=1.05% (Conf=63.5582%)
[2025-12-01T20:51:05.964638] [INFO ] [main      ] Fetching symbol history for MGA...
[2025-12-01T20:51:05.964682] [DEBUG] [REMOTE    ] MGA: Fetching historical data.
[2025-12-01T20:51:05.965699] [INFO ] [main      ] Progress: 185/769 forecasts completed (24.1%). ULTA finished in 0.7s. ETA: 1m 37s. Rate: 360.33 forecasts/min
[2025-12-01T20:51:05.976070] [DEBUG] [REMOTE    ] MGA: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:05.977274] [DEBUG] [LOCAL     ] Loaded configuration for MGA: 4 features, N/A% accuracy
[2025-12-01T20:51:05.977324] [INFO ] [LOCAL     ] MGA: Loaded 4 optimal features with 64.55% confidence from JSON config
[2025-12-01T20:51:05.977354] [DEBUG] [MAG       ] Building data for symbol: MGA with lookback: 0
[2025-12-01T20:51:05.978138] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:05.978196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:06.001649] [DEBUG] [MAG       ] HBNC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:06.028597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:51:06.031949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-01T20:51:06.033442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-01T20:51:06.034676] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:06.067337] [INFO ] [LOCAL     ] HBNC: Saved forecast.
[2025-12-01T20:51:06.067397] [INFO ] [main      ] HBNC: Signal=1 (Conf=90.0%), Magnitude=0.64% (Conf=53.0749%)
[2025-12-01T20:51:06.067547] [INFO ] [main      ] Fetching symbol history for VCSH...
[2025-12-01T20:51:06.067792] [DEBUG] [REMOTE    ] VCSH: Fetching historical data.
[2025-12-01T20:51:06.069628] [INFO ] [main      ] Progress: 186/769 forecasts completed (24.2%). HBNC finished in 0.7s. ETA: 1m 37s. Rate: 361.06 forecasts/min
[2025-12-01T20:51:06.073729] [DEBUG] [MAG       ] PEG: Last date is validated at 2025-12-01
[2025-12-01T20:51:06.078761] [DEBUG] [REMOTE    ] VCSH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:06.079676] [DEBUG] [LOCAL     ] Loaded configuration for VCSH: 5 features, N/A% accuracy
[2025-12-01T20:51:06.079727] [INFO ] [LOCAL     ] VCSH: Loaded 5 optimal features with 54.94% confidence from JSON config
[2025-12-01T20:51:06.079756] [DEBUG] [MAG       ] Building data for symbol: VCSH with lookback: 0
[2025-12-01T20:51:06.080492] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:06.080550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:06.085275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:06.087082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:06.087554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:06.087970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:06.088725] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:06.121065] [DEBUG] [MAG       ] LKQ: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:06.217831] [INFO ] [LOCAL     ] LKQ: Saved forecast.
[2025-12-01T20:51:06.217896] [INFO ] [main      ] LKQ: Signal=1 (Conf=90.0%), Magnitude=0.78% (Conf=57.6575%)
[2025-12-01T20:51:06.218230] [INFO ] [main      ] Fetching symbol history for UXIN...
[2025-12-01T20:51:06.218289] [DEBUG] [REMOTE    ] UXIN: Fetching historical data.
[2025-12-01T20:51:06.218655] [INFO ] [main      ] Progress: 187/769 forecasts completed (24.3%). LKQ finished in 0.6s. ETA: 1m 37s. Rate: 361.26 forecasts/min
[2025-12-01T20:51:06.229005] [DEBUG] [REMOTE    ] UXIN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:06.230084] [DEBUG] [LOCAL     ] Loaded configuration for UXIN: 8 features, N/A% accuracy
[2025-12-01T20:51:06.230169] [INFO ] [LOCAL     ] UXIN: Loaded 8 optimal features with 50.49% confidence from JSON config
[2025-12-01T20:51:06.230230] [DEBUG] [MAG       ] Building data for symbol: UXIN with lookback: 0
[2025-12-01T20:51:06.231430] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:51:06.231496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:06.232230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:51:06.243011] [DEBUG] [MAG       ] PEG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:06.311798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:06.313884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:06.314370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:51:06.315416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:51:06.317056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:51:06.318116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-01T20:51:06.318865] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:06.340441] [INFO ] [LOCAL     ] PEG: Saved forecast.
[2025-12-01T20:51:06.340507] [INFO ] [main      ] PEG: Signal=1 (Conf=90.0%), Magnitude=-2.17% (Conf=58.5019%)
[2025-12-01T20:51:06.340889] [INFO ] [main      ] Fetching symbol history for KRNY...
[2025-12-01T20:51:06.340941] [DEBUG] [REMOTE    ] KRNY: Fetching historical data.
[2025-12-01T20:51:06.341655] [INFO ] [main      ] Progress: 188/769 forecasts completed (24.4%). PEG finished in 0.6s. ETA: 1m 36s. Rate: 361.76 forecasts/min
[2025-12-01T20:51:06.352106] [DEBUG] [REMOTE    ] KRNY: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:06.353283] [DEBUG] [LOCAL     ] Loaded configuration for KRNY: 2 features, N/A% accuracy
[2025-12-01T20:51:06.353335] [INFO ] [LOCAL     ] KRNY: Loaded 2 optimal features with 60.95% confidence from JSON config
[2025-12-01T20:51:06.353367] [DEBUG] [MAG       ] Building data for symbol: KRNY with lookback: 0
[2025-12-01T20:51:06.354148] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:06.354206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:06.359034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-01T20:51:06.360651] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:06.374873] [DEBUG] [MAG       ] MGA: Last date is validated at 2025-12-01
[2025-12-01T20:51:06.433121] [DEBUG] [MAG       ] VCSH: Last date is validated at 2025-12-01
[2025-12-01T20:51:06.547590] [DEBUG] [MAG       ] MGA: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:06.596769] [DEBUG] [MAG       ] VCSH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:06.632724] [INFO ] [LOCAL     ] MGA: Saved forecast.
[2025-12-01T20:51:06.632792] [INFO ] [main      ] MGA: Signal=1 (Conf=90.0%), Magnitude=-0.38% (Conf=64.553%)
[2025-12-01T20:51:06.633267] [INFO ] [main      ] Fetching symbol history for GE...
[2025-12-01T20:51:06.633161] [INFO ] [main      ] Progress: 189/769 forecasts completed (24.6%). MGA finished in 0.7s. ETA: 1m 37s. Rate: 360.31 forecasts/min
[2025-12-01T20:51:06.633328] [DEBUG] [REMOTE    ] GE: Fetching historical data.
[2025-12-01T20:51:06.644936] [DEBUG] [REMOTE    ] GE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:06.646047] [DEBUG] [LOCAL     ] Loaded configuration for GE: 9 features, N/A% accuracy
[2025-12-01T20:51:06.646104] [INFO ] [LOCAL     ] GE: Loaded 9 optimal features with 53.70% confidence from JSON config
[2025-12-01T20:51:06.646147] [DEBUG] [MAG       ] Building data for symbol: GE with lookback: 0
[2025-12-01T20:51:06.647112] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:51:06.647177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:06.652221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:06.652446] [INFO ] [LOCAL     ] VCSH: Saved forecast.
[2025-12-01T20:51:06.652516] [INFO ] [main      ] VCSH: Signal=1 (Conf=90.0%), Magnitude=-0.07% (Conf=54.9399%)
[2025-12-01T20:51:06.652794] [DEBUG] [MAG       ] UXIN: Last date is validated at 2025-12-01
[2025-12-01T20:51:06.652857] [INFO ] [main      ] Fetching symbol history for LCNB...
[2025-12-01T20:51:06.652915] [DEBUG] [REMOTE    ] LCNB: Fetching historical data.
[2025-12-01T20:51:06.654227] [INFO ] [main      ] Progress: 190/769 forecasts completed (24.7%). VCSH finished in 0.6s. ETA: 1m 36s. Rate: 361.98 forecasts/min
[2025-12-01T20:51:06.654139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:06.654793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:06.655271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:06.655699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:06.657323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:51:06.659319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-01T20:51:06.660037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-01T20:51:06.661301] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:06.663934] [DEBUG] [REMOTE    ] LCNB: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:06.666964] [DEBUG] [LOCAL     ] Loaded configuration for LCNB: 8 features, N/A% accuracy
[2025-12-01T20:51:06.667019] [INFO ] [LOCAL     ] LCNB: Loaded 8 optimal features with 60.52% confidence from JSON config
[2025-12-01T20:51:06.667051] [DEBUG] [MAG       ] Building data for symbol: LCNB with lookback: 0
[2025-12-01T20:51:06.667906] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:51:06.667970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:06.674228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:06.676030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:06.676499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:06.676977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:06.677364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:06.679717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:06.697611] [DEBUG] [MAG       ] KRNY: Last date is validated at 2025-12-01
[2025-12-01T20:51:06.787039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:51:06.787895] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:06.815380] [DEBUG] [MAG       ] UXIN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:06.863248] [DEBUG] [MAG       ] KRNY: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:06.887555] [INFO ] [LOCAL     ] UXIN: Saved forecast.
[2025-12-01T20:51:06.887641] [INFO ] [main      ] UXIN: Signal=1 (Conf=90.0%), Magnitude=-3.61% (Conf=50.4859%)
[2025-12-01T20:51:06.887965] [INFO ] [main      ] Fetching symbol history for MCI...
[2025-12-01T20:51:06.888346] [DEBUG] [REMOTE    ] MCI: Fetching historical data.
[2025-12-01T20:51:06.888652] [INFO ] [main      ] Progress: 191/769 forecasts completed (24.8%). UXIN finished in 0.7s. ETA: 1m 36s. Rate: 361.20 forecasts/min
[2025-12-01T20:51:06.899300] [DEBUG] [REMOTE    ] MCI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:06.900408] [DEBUG] [LOCAL     ] Loaded configuration for MCI: 5 features, N/A% accuracy
[2025-12-01T20:51:06.900465] [INFO ] [LOCAL     ] MCI: Loaded 5 optimal features with 52.41% confidence from JSON config
[2025-12-01T20:51:06.900495] [DEBUG] [MAG       ] Building data for symbol: MCI with lookback: 0
[2025-12-01T20:51:06.901274] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:06.901333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:06.905984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:06.906907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:51:06.909483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:51:06.911385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:51:06.912428] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:06.922670] [INFO ] [LOCAL     ] KRNY: Saved forecast.
[2025-12-01T20:51:06.922734] [INFO ] [main      ] KRNY: Signal=1 (Conf=90.0%), Magnitude=2.00% (Conf=60.9547%)
[2025-12-01T20:51:06.923076] [INFO ] [main      ] Fetching symbol history for FTXG...
[2025-12-01T20:51:06.923127] [DEBUG] [REMOTE    ] FTXG: Fetching historical data.
[2025-12-01T20:51:06.924649] [INFO ] [main      ] Progress: 192/769 forecasts completed (25.0%). KRNY finished in 0.6s. ETA: 1m 35s. Rate: 362.68 forecasts/min
[2025-12-01T20:51:06.933941] [DEBUG] [REMOTE    ] FTXG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:06.934960] [DEBUG] [LOCAL     ] Loaded configuration for FTXG: 7 features, N/A% accuracy
[2025-12-01T20:51:06.935011] [INFO ] [LOCAL     ] FTXG: Loaded 7 optimal features with 52.72% confidence from JSON config
[2025-12-01T20:51:06.935041] [DEBUG] [MAG       ] Building data for symbol: FTXG with lookback: 0
[2025-12-01T20:51:06.935815] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:51:06.935874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:06.940565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:06.942289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:06.942766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:06.943140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:51:06.944019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:06.944760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:51:06.945340] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:06.999904] [DEBUG] [MAG       ] GE: Last date is validated at 2025-12-01
[2025-12-01T20:51:07.122764] [DEBUG] [MAG       ] LCNB: Last date is validated at 2025-12-01
[2025-12-01T20:51:07.169474] [DEBUG] [MAG       ] GE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:07.239328] [DEBUG] [MAG       ] MCI: Last date is validated at 2025-12-01
[2025-12-01T20:51:07.283562] [DEBUG] [MAG       ] FTXG: Last date is validated at 2025-12-01
[2025-12-01T20:51:07.293371] [DEBUG] [MAG       ] LCNB: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:07.359586] [INFO ] [LOCAL     ] LCNB: Saved forecast.
[2025-12-01T20:51:07.359653] [INFO ] [main      ] LCNB: Signal=1 (Conf=90.0%), Magnitude=0.19% (Conf=60.5229%)
[2025-12-01T20:51:07.360020] [INFO ] [main      ] Fetching symbol history for CNSP...
[2025-12-01T20:51:07.360070] [DEBUG] [REMOTE    ] CNSP: Fetching historical data.
[2025-12-01T20:51:07.360162] [INFO ] [main      ] Progress: 193/769 forecasts completed (25.1%). LCNB finished in 0.7s. ETA: 1m 36s. Rate: 359.63 forecasts/min
[2025-12-01T20:51:07.370772] [DEBUG] [REMOTE    ] CNSP: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:07.371650] [DEBUG] [LOCAL     ] Loaded configuration for CNSP: 4 features, N/A% accuracy
[2025-12-01T20:51:07.371699] [INFO ] [LOCAL     ] CNSP: Loaded 4 optimal features with 29.76% confidence from JSON config
[2025-12-01T20:51:07.371729] [DEBUG] [MAG       ] Building data for symbol: CNSP with lookback: 0
[2025-12-01T20:51:07.372470] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:07.372527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:07.377268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:07.378254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:51:07.379468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-01T20:51:07.380792] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:07.402431] [DEBUG] [MAG       ] MCI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:07.445530] [INFO ] [LOCAL     ] GE: Saved forecast.
[2025-12-01T20:51:07.445619] [INFO ] [main      ] GE: Signal=1 (Conf=90.0%), Magnitude=-0.92% (Conf=53.7006%)
[2025-12-01T20:51:07.445958] [INFO ] [main      ] Fetching symbol history for TSDD...
[2025-12-01T20:51:07.446008] [DEBUG] [REMOTE    ] TSDD: Fetching historical data.
[2025-12-01T20:51:07.446853] [INFO ] [main      ] Progress: 194/769 forecasts completed (25.2%). GE finished in 0.8s. ETA: 1m 36s. Rate: 360.53 forecasts/min
[2025-12-01T20:51:07.450500] [DEBUG] [MAG       ] FTXG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:07.458761] [DEBUG] [REMOTE    ] TSDD: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:07.459783] [DEBUG] [LOCAL     ] Loaded configuration for TSDD: 6 features, N/A% accuracy
[2025-12-01T20:51:07.459840] [INFO ] [LOCAL     ] TSDD: Loaded 6 optimal features with 58.58% confidence from JSON config
[2025-12-01T20:51:07.459875] [DEBUG] [MAG       ] Building data for symbol: TSDD with lookback: 0
[2025-12-01T20:51:07.460704] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:07.460763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:07.465464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:07.467378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:07.468022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:07.468483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:07.470986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-01T20:51:07.474934] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:07.475926] [INFO ] [LOCAL     ] MCI: Saved forecast.
[2025-12-01T20:51:07.475993] [INFO ] [main      ] MCI: Signal=1 (Conf=90.0%), Magnitude=-1.74% (Conf=52.4144%)
[2025-12-01T20:51:07.476356] [INFO ] [main      ] Progress: 195/769 forecasts completed (25.4%). MCI finished in 0.6s. ETA: 1m 35s. Rate: 362.05 forecasts/min
[2025-12-01T20:51:07.476487] [INFO ] [main      ] Fetching symbol history for ARBB...
[2025-12-01T20:51:07.476528] [DEBUG] [REMOTE    ] ARBB: Fetching historical data.
[2025-12-01T20:51:07.487052] [DEBUG] [REMOTE    ] ARBB: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:07.488168] [DEBUG] [LOCAL     ] Loaded configuration for ARBB: 10 features, N/A% accuracy
[2025-12-01T20:51:07.488225] [INFO ] [LOCAL     ] ARBB: Loaded 10 optimal features with 40.52% confidence from JSON config
[2025-12-01T20:51:07.488255] [DEBUG] [MAG       ] Building data for symbol: ARBB with lookback: 0
[2025-12-01T20:51:07.489043] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-01T20:51:07.489104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:07.493792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:07.495494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:07.495969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:07.496413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:07.496803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:51:07.514868] [INFO ] [LOCAL     ] FTXG: Saved forecast.
[2025-12-01T20:51:07.514938] [INFO ] [main      ] FTXG: Signal=1 (Conf=90.0%), Magnitude=0.29% (Conf=52.7169%)
[2025-12-01T20:51:07.515317] [INFO ] [main      ] Fetching symbol history for SHY...
[2025-12-01T20:51:07.515367] [DEBUG] [REMOTE    ] SHY: Fetching historical data.
[2025-12-01T20:51:07.516670] [INFO ] [main      ] Progress: 196/769 forecasts completed (25.5%). FTXG finished in 0.6s. ETA: 1m 35s. Rate: 363.46 forecasts/min
[2025-12-01T20:51:07.527270] [DEBUG] [REMOTE    ] SHY: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:07.528353] [DEBUG] [LOCAL     ] Loaded configuration for SHY: 9 features, N/A% accuracy
[2025-12-01T20:51:07.528407] [INFO ] [LOCAL     ] SHY: Loaded 9 optimal features with 44.87% confidence from JSON config
[2025-12-01T20:51:07.528438] [DEBUG] [MAG       ] Building data for symbol: SHY with lookback: 0
[2025-12-01T20:51:07.529223] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:51:07.529300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:07.531050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:07.531536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:51:07.532592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:51:07.536797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:51:07.537870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-01T20:51:07.538610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-01T20:51:07.539282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:51:07.540380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-01T20:51:07.542383] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:07.569300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:51:07.570312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:51:07.572268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:51:07.572973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-01T20:51:07.576791] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:07.714272] [DEBUG] [MAG       ] CNSP: Last date is validated at 2025-12-01
[2025-12-01T20:51:07.812697] [DEBUG] [MAG       ] TSDD: Last date is validated at 2025-12-01
[2025-12-01T20:51:07.878030] [DEBUG] [MAG       ] CNSP: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:07.884875] [DEBUG] [MAG       ] SHY: Last date is validated at 2025-12-01
[2025-12-01T20:51:07.905651] [DEBUG] [MAG       ] ARBB: Last date is validated at 2025-12-01
[2025-12-01T20:51:07.981614] [DEBUG] [MAG       ] TSDD: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:08.050423] [DEBUG] [MAG       ] SHY: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:08.057864] [INFO ] [LOCAL     ] CNSP: Saved forecast.
[2025-12-01T20:51:08.057928] [INFO ] [main      ] CNSP: Signal=1 (Conf=90.0%), Magnitude=-4.04% (Conf=29.7596%)
[2025-12-01T20:51:08.058390] [INFO ] [main      ] Fetching symbol history for WBTN...
[2025-12-01T20:51:08.058448] [DEBUG] [REMOTE    ] WBTN: Fetching historical data.
[2025-12-01T20:51:08.058659] [INFO ] [main      ] Progress: 197/769 forecasts completed (25.6%). CNSP finished in 0.7s. ETA: 1m 36s. Rate: 359.29 forecasts/min
[2025-12-01T20:51:08.067605] [DEBUG] [MAG       ] ARBB: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:08.070162] [DEBUG] [REMOTE    ] WBTN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:08.071204] [DEBUG] [LOCAL     ] Loaded configuration for WBTN: 3 features, N/A% accuracy
[2025-12-01T20:51:08.071255] [INFO ] [LOCAL     ] WBTN: Loaded 3 optimal features with 36.33% confidence from JSON config
[2025-12-01T20:51:08.071286] [DEBUG] [MAG       ] Building data for symbol: WBTN with lookback: 0
[2025-12-01T20:51:08.072055] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:08.072112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:08.076777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:08.077536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:08.078367] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:08.112083] [INFO ] [LOCAL     ] SHY: Saved forecast.
[2025-12-01T20:51:08.112148] [INFO ] [main      ] SHY: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=44.8688%)
[2025-12-01T20:51:08.112303] [INFO ] [main      ] Fetching symbol history for TM...
[2025-12-01T20:51:08.112345] [DEBUG] [REMOTE    ] TM: Fetching historical data.
[2025-12-01T20:51:08.112992] [INFO ] [main      ] Progress: 198/769 forecasts completed (25.7%). SHY finished in 0.6s. ETA: 1m 35s. Rate: 360.52 forecasts/min
[2025-12-01T20:51:08.124621] [DEBUG] [REMOTE    ] TM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:08.125630] [DEBUG] [LOCAL     ] Loaded configuration for TM: 3 features, N/A% accuracy
[2025-12-01T20:51:08.125680] [INFO ] [LOCAL     ] TM: Loaded 3 optimal features with 57.20% confidence from JSON config
[2025-12-01T20:51:08.125709] [DEBUG] [MAG       ] Building data for symbol: TM with lookback: 0
[2025-12-01T20:51:08.126452] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:08.126509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:08.131136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:08.132062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:08.159280] [INFO ] [LOCAL     ] ARBB: Saved forecast.
[2025-12-01T20:51:08.159344] [INFO ] [main      ] ARBB: Signal=1 (Conf=90.0%), Magnitude=11.43% (Conf=40.5193%)
[2025-12-01T20:51:08.159703] [INFO ] [main      ] Fetching symbol history for NVS...
[2025-12-01T20:51:08.159752] [DEBUG] [REMOTE    ] NVS: Fetching historical data.
[2025-12-01T20:51:08.160133] [INFO ] [LOCAL     ] TSDD: Saved forecast.
[2025-12-01T20:51:08.160198] [INFO ] [main      ] TSDD: Signal=1 (Conf=90.0%), Magnitude=-65.81% (Conf=58.5843%)
[2025-12-01T20:51:08.160505] [INFO ] [main      ] Progress: 199/769 forecasts completed (25.9%). ARBB finished in 0.7s. ETA: 1m 35s. Rate: 361.82 forecasts/min
[2025-12-01T20:51:08.160693] [INFO ] [main      ] Fetching symbol history for BOH...
[2025-12-01T20:51:08.160739] [DEBUG] [REMOTE    ] BOH: Fetching historical data.
[2025-12-01T20:51:08.160804] [INFO ] [main      ] Progress: 200/769 forecasts completed (26.0%). TSDD finished in 0.7s. ETA: 1m 34s. Rate: 363.63 forecasts/min
[2025-12-01T20:51:08.171799] [DEBUG] [REMOTE    ] NVS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:08.172775] [DEBUG] [LOCAL     ] Loaded configuration for NVS: 6 features, N/A% accuracy
[2025-12-01T20:51:08.172831] [INFO ] [LOCAL     ] NVS: Loaded 6 optimal features with 47.22% confidence from JSON config
[2025-12-01T20:51:08.172861] [DEBUG] [MAG       ] Building data for symbol: NVS with lookback: 0
[2025-12-01T20:51:08.173626] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:08.173685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:08.174236] [DEBUG] [REMOTE    ] BOH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:08.175148] [DEBUG] [LOCAL     ] Loaded configuration for BOH: 5 features, N/A% accuracy
[2025-12-01T20:51:08.175201] [INFO ] [LOCAL     ] BOH: Loaded 5 optimal features with 56.69% confidence from JSON config
[2025-12-01T20:51:08.175233] [DEBUG] [MAG       ] Building data for symbol: BOH with lookback: 0
[2025-12-01T20:51:08.176016] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:08.176074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:08.178417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:08.179202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:08.180003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:51:08.180794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:08.181286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:51:08.181587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:51:08.182715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-01T20:51:08.184065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:51:08.185124] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:08.186486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:51:08.187542] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:08.243189] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:08.419447] [DEBUG] [MAG       ] WBTN: Last date is validated at 2025-12-01
[2025-12-01T20:51:08.516276] [DEBUG] [MAG       ] BOH: Last date is validated at 2025-12-01
[2025-12-01T20:51:08.517764] [DEBUG] [MAG       ] NVS: Last date is validated at 2025-12-01
[2025-12-01T20:51:08.587647] [DEBUG] [MAG       ] WBTN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:08.589373] [DEBUG] [MAG       ] TM: Last date is validated at 2025-12-01
[2025-12-01T20:51:08.677437] [INFO ] [LOCAL     ] WBTN: Saved forecast.
[2025-12-01T20:51:08.677503] [INFO ] [main      ] WBTN: Signal=1 (Conf=90.0%), Magnitude=4.28% (Conf=36.3287%)
[2025-12-01T20:51:08.677697] [INFO ] [main      ] Fetching symbol history for STK...
[2025-12-01T20:51:08.677745] [DEBUG] [REMOTE    ] STK: Fetching historical data.
[2025-12-01T20:51:08.679658] [INFO ] [main      ] Progress: 201/769 forecasts completed (26.1%). WBTN finished in 0.6s. ETA: 1m 35s. Rate: 359.80 forecasts/min
[2025-12-01T20:51:08.681598] [DEBUG] [MAG       ] BOH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:08.682082] [DEBUG] [MAG       ] NVS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:08.689301] [DEBUG] [REMOTE    ] STK: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:08.690234] [DEBUG] [LOCAL     ] Loaded configuration for STK: 5 features, N/A% accuracy
[2025-12-01T20:51:08.690290] [INFO ] [LOCAL     ] STK: Loaded 5 optimal features with 54.49% confidence from JSON config
[2025-12-01T20:51:08.690322] [DEBUG] [MAG       ] Building data for symbol: STK with lookback: 0
[2025-12-01T20:51:08.691110] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:08.691174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:08.696155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:08.697855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:08.698306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:08.740711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:51:08.741939] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:08.754317] [DEBUG] [MAG       ] TM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:08.775693] [INFO ] [LOCAL     ] BOH: Saved forecast.
[2025-12-01T20:51:08.775756] [INFO ] [main      ] BOH: Signal=1 (Conf=90.0%), Magnitude=-3.52% (Conf=56.6925%)
[2025-12-01T20:51:08.776078] [INFO ] [main      ] Fetching symbol history for INTC...
[2025-12-01T20:51:08.776127] [DEBUG] [REMOTE    ] INTC: Fetching historical data.
[2025-12-01T20:51:08.776664] [INFO ] [main      ] Progress: 202/769 forecasts completed (26.3%). BOH finished in 0.6s. ETA: 1m 34s. Rate: 360.54 forecasts/min
[2025-12-01T20:51:08.781846] [INFO ] [LOCAL     ] NVS: Saved forecast.
[2025-12-01T20:51:08.781901] [INFO ] [main      ] NVS: Signal=1 (Conf=90.0%), Magnitude=-0.54% (Conf=47.2228%)
[2025-12-01T20:51:08.782232] [INFO ] [main      ] Progress: 203/769 forecasts completed (26.4%). NVS finished in 0.6s. ETA: 1m 34s. Rate: 362.27 forecasts/min
[2025-12-01T20:51:08.782354] [INFO ] [main      ] Fetching symbol history for XPON...
[2025-12-01T20:51:08.782395] [DEBUG] [REMOTE    ] XPON: Fetching historical data.
[2025-12-01T20:51:08.787339] [DEBUG] [REMOTE    ] INTC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:08.788490] [DEBUG] [LOCAL     ] Loaded configuration for INTC: 7 features, N/A% accuracy
[2025-12-01T20:51:08.788540] [INFO ] [LOCAL     ] INTC: Loaded 7 optimal features with 55.10% confidence from JSON config
[2025-12-01T20:51:08.788570] [DEBUG] [MAG       ] Building data for symbol: INTC with lookback: 0
[2025-12-01T20:51:08.789380] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:51:08.789448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:08.793871] [DEBUG] [REMOTE    ] XPON: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:08.794125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:08.794959] [DEBUG] [LOCAL     ] Loaded configuration for XPON: 4 features, N/A% accuracy
[2025-12-01T20:51:08.795017] [INFO ] [LOCAL     ] XPON: Loaded 4 optimal features with 39.15% confidence from JSON config
[2025-12-01T20:51:08.795046] [DEBUG] [MAG       ] Building data for symbol: XPON with lookback: 0
[2025-12-01T20:51:08.795810] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:08.795866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:08.797486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:08.798002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:08.798401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-01T20:51:08.799079] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:08.831952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:51:08.833231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:51:08.833890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:51:08.835718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-01T20:51:08.836443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-01T20:51:08.838109] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:08.880716] [INFO ] [LOCAL     ] TM: Saved forecast.
[2025-12-01T20:51:08.880782] [INFO ] [main      ] TM: Signal=1 (Conf=90.0%), Magnitude=0.38% (Conf=57.2026%)
[2025-12-01T20:51:08.881134] [INFO ] [main      ] Fetching symbol history for PPH...
[2025-12-01T20:51:08.881190] [DEBUG] [REMOTE    ] PPH: Fetching historical data.
[2025-12-01T20:51:08.882642] [INFO ] [main      ] Progress: 204/769 forecasts completed (26.5%). TM finished in 0.8s. ETA: 1m 33s. Rate: 362.97 forecasts/min
[2025-12-01T20:51:08.892536] [DEBUG] [REMOTE    ] PPH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:08.893428] [DEBUG] [LOCAL     ] Loaded configuration for PPH: 6 features, N/A% accuracy
[2025-12-01T20:51:08.893476] [INFO ] [LOCAL     ] PPH: Loaded 6 optimal features with 54.07% confidence from JSON config
[2025-12-01T20:51:08.893507] [DEBUG] [MAG       ] Building data for symbol: PPH with lookback: 0
[2025-12-01T20:51:08.894298] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:08.894365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:08.896030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:08.896506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:08.896943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:09.006656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-01T20:51:09.008080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-01T20:51:09.010872] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:09.082435] [DEBUG] [MAG       ] STK: Last date is validated at 2025-12-01
[2025-12-01T20:51:09.129343] [DEBUG] [MAG       ] XPON: Last date is validated at 2025-12-01
[2025-12-01T20:51:09.168781] [DEBUG] [MAG       ] INTC: Last date is validated at 2025-12-01
[2025-12-01T20:51:09.251261] [DEBUG] [MAG       ] STK: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:09.291896] [DEBUG] [MAG       ] XPON: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:09.326909] [INFO ] [LOCAL     ] STK: Saved forecast.
[2025-12-01T20:51:09.326977] [INFO ] [main      ] STK: Signal=1 (Conf=90.0%), Magnitude=-0.85% (Conf=54.489%)
[2025-12-01T20:51:09.327343] [INFO ] [main      ] Fetching symbol history for FLYE...
[2025-12-01T20:51:09.327394] [DEBUG] [REMOTE    ] FLYE: Fetching historical data.
[2025-12-01T20:51:09.327388] [INFO ] [main      ] Progress: 205/769 forecasts completed (26.7%). STK finished in 0.6s. ETA: 1m 34s. Rate: 360.00 forecasts/min
[2025-12-01T20:51:09.332272] [DEBUG] [MAG       ] INTC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:09.339496] [DEBUG] [REMOTE    ] FLYE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:09.340521] [DEBUG] [LOCAL     ] Loaded configuration for FLYE: 4 features, N/A% accuracy
[2025-12-01T20:51:09.340600] [INFO ] [LOCAL     ] FLYE: Loaded 4 optimal features with 34.76% confidence from JSON config
[2025-12-01T20:51:09.340635] [DEBUG] [MAG       ] Building data for symbol: FLYE with lookback: 0
[2025-12-01T20:51:09.341414] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:09.341471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:09.341973] [DEBUG] [MAG       ] PPH: Last date is validated at 2025-12-01
[2025-12-01T20:51:09.346109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:09.347815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:09.348259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:09.348661] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:09.361370] [INFO ] [LOCAL     ] XPON: Saved forecast.
[2025-12-01T20:51:09.361430] [INFO ] [main      ] XPON: Signal=1 (Conf=90.0%), Magnitude=-1.05% (Conf=39.1481%)
[2025-12-01T20:51:09.361760] [INFO ] [main      ] Fetching symbol history for LCFY...
[2025-12-01T20:51:09.361810] [DEBUG] [REMOTE    ] LCFY: Fetching historical data.
[2025-12-01T20:51:09.362688] [INFO ] [main      ] Progress: 206/769 forecasts completed (26.8%). XPON finished in 0.6s. ETA: 1m 33s. Rate: 361.38 forecasts/min
[2025-12-01T20:51:09.372496] [DEBUG] [REMOTE    ] LCFY: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:09.373646] [DEBUG] [LOCAL     ] Loaded configuration for LCFY: 3 features, N/A% accuracy
[2025-12-01T20:51:09.373698] [INFO ] [LOCAL     ] LCFY: Loaded 3 optimal features with 56.52% confidence from JSON config
[2025-12-01T20:51:09.373752] [DEBUG] [MAG       ] Building data for symbol: LCFY with lookback: 0
[2025-12-01T20:51:09.374504] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:09.374560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:09.376132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:51:09.379166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:51:09.393442] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:09.429749] [INFO ] [LOCAL     ] INTC: Saved forecast.
[2025-12-01T20:51:09.429813] [INFO ] [main      ] INTC: Signal=1 (Conf=90.0%), Magnitude=-2.20% (Conf=55.1025%)
[2025-12-01T20:51:09.430152] [INFO ] [main      ] Fetching symbol history for BANX...
[2025-12-01T20:51:09.430200] [DEBUG] [REMOTE    ] BANX: Fetching historical data.
[2025-12-01T20:51:09.430654] [INFO ] [main      ] Progress: 207/769 forecasts completed (26.9%). INTC finished in 0.7s. ETA: 1m 33s. Rate: 362.42 forecasts/min
[2025-12-01T20:51:09.441860] [DEBUG] [REMOTE    ] BANX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:09.442720] [DEBUG] [LOCAL     ] Loaded configuration for BANX: 8 features, N/A% accuracy
[2025-12-01T20:51:09.442771] [INFO ] [LOCAL     ] BANX: Loaded 8 optimal features with 56.89% confidence from JSON config
[2025-12-01T20:51:09.442801] [DEBUG] [MAG       ] Building data for symbol: BANX with lookback: 0
[2025-12-01T20:51:09.443598] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:51:09.443663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:09.445375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:09.445924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:09.446358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:09.447117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:09.447861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:51:09.450505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:51:09.454825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-01T20:51:09.456224] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:09.507845] [DEBUG] [MAG       ] PPH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:09.598019] [INFO ] [LOCAL     ] PPH: Saved forecast.
[2025-12-01T20:51:09.598086] [INFO ] [main      ] PPH: Signal=1 (Conf=90.0%), Magnitude=-0.13% (Conf=54.0703%)
[2025-12-01T20:51:09.598471] [INFO ] [main      ] Fetching symbol history for PFGC...
[2025-12-01T20:51:09.598520] [DEBUG] [REMOTE    ] PFGC: Fetching historical data.
[2025-12-01T20:51:09.598638] [INFO ] [main      ] Progress: 208/769 forecasts completed (27.0%). PPH finished in 0.7s. ETA: 1m 33s. Rate: 362.39 forecasts/min
[2025-12-01T20:51:09.609894] [DEBUG] [REMOTE    ] PFGC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:09.610993] [DEBUG] [LOCAL     ] Loaded configuration for PFGC: 2 features, N/A% accuracy
[2025-12-01T20:51:09.611044] [INFO ] [LOCAL     ] PFGC: Loaded 2 optimal features with 55.11% confidence from JSON config
[2025-12-01T20:51:09.611073] [DEBUG] [MAG       ] Building data for symbol: PFGC with lookback: 0
[2025-12-01T20:51:09.611839] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:09.611895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:51:09.613051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:51:09.613705] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:09.681518] [DEBUG] [MAG       ] FLYE: Last date is validated at 2025-12-01
[2025-12-01T20:51:09.724027] [DEBUG] [MAG       ] LCFY: Last date is validated at 2025-12-01
[2025-12-01T20:51:09.788244] [DEBUG] [MAG       ] BANX: Last date is validated at 2025-12-01
[2025-12-01T20:51:09.846757] [DEBUG] [MAG       ] FLYE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:09.887587] [DEBUG] [MAG       ] LCFY: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:09.942432] [DEBUG] [MAG       ] PFGC: Last date is validated at 2025-12-01
[2025-12-01T20:51:09.953891] [DEBUG] [MAG       ] BANX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:09.965535] [INFO ] [LOCAL     ] LCFY: Saved forecast.
[2025-12-01T20:51:09.965618] [INFO ] [main      ] LCFY: Signal=1 (Conf=90.0%), Magnitude=-11.04% (Conf=56.5187%)
[2025-12-01T20:51:09.965981] [INFO ] [main      ] Fetching symbol history for SQQQ...
[2025-12-01T20:51:09.966031] [DEBUG] [REMOTE    ] SQQQ: Fetching historical data.
[2025-12-01T20:51:09.966844] [INFO ] [main      ] Progress: 209/769 forecasts completed (27.2%). LCFY finished in 0.6s. ETA: 1m 33s. Rate: 360.28 forecasts/min
[2025-12-01T20:51:09.977558] [DEBUG] [REMOTE    ] SQQQ: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:09.978594] [DEBUG] [LOCAL     ] Loaded configuration for SQQQ: 4 features, N/A% accuracy
[2025-12-01T20:51:09.978645] [INFO ] [LOCAL     ] SQQQ: Loaded 4 optimal features with 51.41% confidence from JSON config
[2025-12-01T20:51:09.978675] [DEBUG] [MAG       ] Building data for symbol: SQQQ with lookback: 0
[2025-12-01T20:51:09.979422] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:09.979479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:09.984113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:09.985838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:09.986294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:09.987847] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:10.019284] [INFO ] [LOCAL     ] BANX: Saved forecast.
[2025-12-01T20:51:10.019349] [INFO ] [main      ] BANX: Signal=1 (Conf=90.0%), Magnitude=-0.44% (Conf=56.8894%)
[2025-12-01T20:51:10.019828] [INFO ] [main      ] Fetching symbol history for VCRB...
[2025-12-01T20:51:10.019882] [DEBUG] [REMOTE    ] VCRB: Fetching historical data.
[2025-12-01T20:51:10.020651] [INFO ] [main      ] Progress: 210/769 forecasts completed (27.3%). BANX finished in 0.6s. ETA: 1m 33s. Rate: 361.45 forecasts/min
[2025-12-01T20:51:10.030961] [DEBUG] [REMOTE    ] VCRB: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:10.032112] [DEBUG] [LOCAL     ] Loaded configuration for VCRB: 4 features, N/A% accuracy
[2025-12-01T20:51:10.032164] [INFO ] [LOCAL     ] VCRB: Loaded 4 optimal features with 61.50% confidence from JSON config
[2025-12-01T20:51:10.032194] [DEBUG] [MAG       ] Building data for symbol: VCRB with lookback: 0
[2025-12-01T20:51:10.033041] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:10.033101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:10.037819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:10.038681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-01T20:51:10.039262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-01T20:51:10.040784] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:10.046292] [INFO ] [LOCAL     ] FLYE: Saved forecast.
[2025-12-01T20:51:10.046359] [INFO ] [main      ] FLYE: Signal=1 (Conf=90.0%), Magnitude=178.95% (Conf=34.7569%)
[2025-12-01T20:51:10.046757] [INFO ] [main      ] Fetching symbol history for MODG...
[2025-12-01T20:51:10.046810] [DEBUG] [REMOTE    ] MODG: Fetching historical data.
[2025-12-01T20:51:10.047626] [INFO ] [main      ] Progress: 211/769 forecasts completed (27.4%). FLYE finished in 0.7s. ETA: 1m 32s. Rate: 362.89 forecasts/min
[2025-12-01T20:51:10.058046] [DEBUG] [REMOTE    ] MODG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:10.059086] [DEBUG] [LOCAL     ] Loaded configuration for MODG: 5 features, N/A% accuracy
[2025-12-01T20:51:10.059141] [INFO ] [LOCAL     ] MODG: Loaded 5 optimal features with 62.54% confidence from JSON config
[2025-12-01T20:51:10.059173] [DEBUG] [MAG       ] Building data for symbol: MODG with lookback: 0
[2025-12-01T20:51:10.060005] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:10.060065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:10.061764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:10.062259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:10.062678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:10.106140] [DEBUG] [MAG       ] PFGC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:10.110688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:51:10.113603] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:10.195356] [INFO ] [LOCAL     ] PFGC: Saved forecast.
[2025-12-01T20:51:10.195422] [INFO ] [main      ] PFGC: Signal=1 (Conf=90.0%), Magnitude=-2.50% (Conf=55.1071%)
[2025-12-01T20:51:10.195792] [INFO ] [main      ] Fetching symbol history for INDI...
[2025-12-01T20:51:10.195842] [DEBUG] [REMOTE    ] INDI: Fetching historical data.
[2025-12-01T20:51:10.196641] [INFO ] [main      ] Progress: 212/769 forecasts completed (27.6%). PFGC finished in 0.6s. ETA: 1m 32s. Rate: 363.06 forecasts/min
[2025-12-01T20:51:10.207185] [DEBUG] [REMOTE    ] INDI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:10.208040] [DEBUG] [LOCAL     ] Loaded configuration for INDI: 3 features, N/A% accuracy
[2025-12-01T20:51:10.208089] [INFO ] [LOCAL     ] INDI: Loaded 3 optimal features with 58.48% confidence from JSON config
[2025-12-01T20:51:10.208119] [DEBUG] [MAG       ] Building data for symbol: INDI with lookback: 0
[2025-12-01T20:51:10.209238] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:10.209295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:10.210935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:10.211413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:10.211851] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:10.315266] [DEBUG] [MAG       ] SQQQ: Last date is validated at 2025-12-01
[2025-12-01T20:51:10.372905] [DEBUG] [MAG       ] VCRB: Last date is validated at 2025-12-01
[2025-12-01T20:51:10.445721] [DEBUG] [MAG       ] MODG: Last date is validated at 2025-12-01
[2025-12-01T20:51:10.479167] [DEBUG] [MAG       ] SQQQ: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:10.537114] [DEBUG] [MAG       ] VCRB: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:10.538517] [DEBUG] [MAG       ] INDI: Last date is validated at 2025-12-01
[2025-12-01T20:51:10.601971] [INFO ] [LOCAL     ] VCRB: Saved forecast.
[2025-12-01T20:51:10.602035] [INFO ] [main      ] VCRB: Signal=1 (Conf=90.0%), Magnitude=-0.35% (Conf=61.5047%)
[2025-12-01T20:51:10.602379] [INFO ] [main      ] Fetching symbol history for WOOD...
[2025-12-01T20:51:10.602427] [DEBUG] [REMOTE    ] WOOD: Fetching historical data.
[2025-12-01T20:51:10.602406] [INFO ] [main      ] Progress: 213/769 forecasts completed (27.7%). VCRB finished in 0.6s. ETA: 1m 33s. Rate: 360.59 forecasts/min
[2025-12-01T20:51:10.613085] [DEBUG] [REMOTE    ] WOOD: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:10.613343] [DEBUG] [MAG       ] MODG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:10.614144] [DEBUG] [LOCAL     ] Loaded configuration for WOOD: 10 features, N/A% accuracy
[2025-12-01T20:51:10.614195] [INFO ] [LOCAL     ] WOOD: Loaded 10 optimal features with 55.00% confidence from JSON config
[2025-12-01T20:51:10.616630] [DEBUG] [MAG       ] Building data for symbol: WOOD with lookback: 0
[2025-12-01T20:51:10.617420] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-01T20:51:10.617483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:10.619118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:51:10.621144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:51:10.626276] [INFO ] [LOCAL     ] SQQQ: Saved forecast.
[2025-12-01T20:51:10.626339] [INFO ] [main      ] SQQQ: Signal=1 (Conf=90.0%), Magnitude=-2.58% (Conf=51.4083%)
[2025-12-01T20:51:10.626493] [INFO ] [main      ] Fetching symbol history for CELH...
[2025-12-01T20:51:10.626536] [DEBUG] [REMOTE    ] CELH: Fetching historical data.
[2025-12-01T20:51:10.627536] [INFO ] [main      ] Progress: 214/769 forecasts completed (27.8%). SQQQ finished in 0.7s. ETA: 1m 32s. Rate: 362.03 forecasts/min
[2025-12-01T20:51:10.635668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:10.637365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:10.637851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:51:10.637897] [DEBUG] [REMOTE    ] CELH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:10.638713] [DEBUG] [LOCAL     ] Loaded configuration for CELH: 6 features, N/A% accuracy
[2025-12-01T20:51:10.638764] [INFO ] [LOCAL     ] CELH: Loaded 6 optimal features with 65.32% confidence from JSON config
[2025-12-01T20:51:10.638794] [DEBUG] [MAG       ] Building data for symbol: CELH with lookback: 0
[2025-12-01T20:51:10.638976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:51:10.639544] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:10.639660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:10.640700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:51:10.641340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:10.641785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-01T20:51:10.641861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:10.642236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:51:10.642472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-01T20:51:10.643998] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:10.644033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:51:10.646619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-01T20:51:10.648132] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:10.685759] [INFO ] [LOCAL     ] MODG: Saved forecast.
[2025-12-01T20:51:10.685825] [INFO ] [main      ] MODG: Signal=1 (Conf=90.0%), Magnitude=5.74% (Conf=62.5386%)
[2025-12-01T20:51:10.686185] [INFO ] [main      ] Progress: 215/769 forecasts completed (28.0%). MODG finished in 0.6s. ETA: 1m 32s. Rate: 363.12 forecasts/min
[2025-12-01T20:51:10.686314] [INFO ] [main      ] Fetching symbol history for MNY...
[2025-12-01T20:51:10.686360] [DEBUG] [REMOTE    ] MNY: Fetching historical data.
[2025-12-01T20:51:10.697804] [DEBUG] [REMOTE    ] MNY: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:10.698721] [DEBUG] [LOCAL     ] Loaded configuration for MNY: 1 features, N/A% accuracy
[2025-12-01T20:51:10.698774] [INFO ] [LOCAL     ] MNY: Loaded 1 optimal features with 47.23% confidence from JSON config
[2025-12-01T20:51:10.698806] [DEBUG] [MAG       ] Building data for symbol: MNY with lookback: 0
[2025-12-01T20:51:10.699647] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:51:10.699705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:10.704600] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:10.704908] [DEBUG] [MAG       ] INDI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:10.765375] [INFO ] [LOCAL     ] INDI: Saved forecast.
[2025-12-01T20:51:10.765443] [INFO ] [main      ] INDI: Signal=1 (Conf=90.0%), Magnitude=-5.58% (Conf=58.4762%)
[2025-12-01T20:51:10.765905] [INFO ] [main      ] Fetching symbol history for GIS...
[2025-12-01T20:51:10.765958] [DEBUG] [REMOTE    ] GIS: Fetching historical data.
[2025-12-01T20:51:10.766657] [INFO ] [main      ] Progress: 216/769 forecasts completed (28.1%). INDI finished in 0.6s. ETA: 1m 31s. Rate: 363.98 forecasts/min
[2025-12-01T20:51:10.777046] [DEBUG] [REMOTE    ] GIS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:10.778133] [DEBUG] [LOCAL     ] Loaded configuration for GIS: 0 features, N/A% accuracy
[2025-12-01T20:51:10.778181] [INFO ] [LOCAL     ] GIS: Loaded 0 optimal features with 54.47% confidence from JSON config
[2025-12-01T20:51:10.778211] [DEBUG] [MAG       ] Building data for symbol: GIS with lookback: 0
[2025-12-01T20:51:10.779026] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-01T20:51:10.976440] [DEBUG] [MAG       ] CELH: Last date is validated at 2025-12-01
[2025-12-01T20:51:10.986858] [DEBUG] [MAG       ] WOOD: Last date is validated at 2025-12-01
[2025-12-01T20:51:11.036724] [DEBUG] [MAG       ] MNY: Last date is validated at 2025-12-01
[2025-12-01T20:51:11.108726] [DEBUG] [MAG       ] GIS: Last date is validated at 2025-12-01
[2025-12-01T20:51:11.139543] [DEBUG] [MAG       ] CELH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:11.152933] [DEBUG] [MAG       ] WOOD: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:11.200566] [DEBUG] [MAG       ] MNY: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:11.254433] [INFO ] [LOCAL     ] CELH: Saved forecast.
[2025-12-01T20:51:11.254496] [INFO ] [main      ] CELH: Signal=1 (Conf=90.0%), Magnitude=15.09% (Conf=65.3179%)
[2025-12-01T20:51:11.254629] [INFO ] [LOCAL     ] MNY: Saved forecast.
[2025-12-01T20:51:11.254695] [INFO ] [main      ] MNY: Signal=1 (Conf=90.0%), Magnitude=-1.98% (Conf=47.227%)
[2025-12-01T20:51:11.254856] [INFO ] [main      ] Fetching symbol history for S...
[2025-12-01T20:51:11.254861] [INFO ] [main      ] Progress: 217/769 forecasts completed (28.2%). CELH finished in 0.6s. ETA: 1m 32s. Rate: 360.72 forecasts/min
[2025-12-01T20:51:11.254907] [DEBUG] [REMOTE    ] S: Fetching historical data.
[2025-12-01T20:51:11.255142] [INFO ] [main      ] Fetching symbol history for ARM...
[2025-12-01T20:51:11.255188] [DEBUG] [REMOTE    ] ARM: Fetching historical data.
[2025-12-01T20:51:11.256024] [INFO ] [main      ] Progress: 218/769 forecasts completed (28.3%). MNY finished in 0.6s. ETA: 1m 31s. Rate: 362.37 forecasts/min
[2025-12-01T20:51:11.266489] [DEBUG] [REMOTE    ] S: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:11.266697] [DEBUG] [REMOTE    ] ARM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:11.267492] [DEBUG] [LOCAL     ] Loaded configuration for S: 6 features, N/A% accuracy
[2025-12-01T20:51:11.267541] [INFO ] [LOCAL     ] S: Loaded 6 optimal features with 63.38% confidence from JSON config
[2025-12-01T20:51:11.267592] [DEBUG] [MAG       ] Building data for symbol: S with lookback: 0
[2025-12-01T20:51:11.267656] [DEBUG] [LOCAL     ] Loaded configuration for ARM: 8 features, N/A% accuracy
[2025-12-01T20:51:11.267709] [INFO ] [LOCAL     ] ARM: Loaded 8 optimal features with 45.92% confidence from JSON config
[2025-12-01T20:51:11.267739] [DEBUG] [MAG       ] Building data for symbol: ARM with lookback: 0
[2025-12-01T20:51:11.268373] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:11.268432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:11.268526] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:51:11.268609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:11.272088] [DEBUG] [MAG       ] GIS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:11.273110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:11.273231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:11.274840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:11.274946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:11.275307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:11.275404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:11.275747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:11.275845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:11.276121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:51:11.276219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:11.277075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:11.277083] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:11.279408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:51:11.280501] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:11.347598] [INFO ] [LOCAL     ] WOOD: Saved forecast.
[2025-12-01T20:51:11.347665] [INFO ] [main      ] WOOD: Signal=1 (Conf=90.0%), Magnitude=0.23% (Conf=54.9979%)
[2025-12-01T20:51:11.347985] [INFO ] [main      ] Fetching symbol history for WTI...
[2025-12-01T20:51:11.348041] [DEBUG] [REMOTE    ] WTI: Fetching historical data.
[2025-12-01T20:51:11.348656] [INFO ] [main      ] Progress: 219/769 forecasts completed (28.5%). WOOD finished in 0.7s. ETA: 1m 31s. Rate: 363.10 forecasts/min
[2025-12-01T20:51:11.348881] [INFO ] [LOCAL     ] GIS: Saved forecast.
[2025-12-01T20:51:11.348946] [INFO ] [main      ] GIS: Signal=1 (Conf=90.0%), Magnitude=-0.47% (Conf=54.4664%)
[2025-12-01T20:51:11.349327] [INFO ] [main      ] Progress: 220/769 forecasts completed (28.6%). GIS finished in 0.6s. ETA: 1m 30s. Rate: 364.76 forecasts/min
[2025-12-01T20:51:11.349511] [INFO ] [main      ] Fetching symbol history for MRUS...
[2025-12-01T20:51:11.349555] [DEBUG] [REMOTE    ] MRUS: Fetching historical data.
[2025-12-01T20:51:11.359348] [DEBUG] [REMOTE    ] WTI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:11.360322] [DEBUG] [LOCAL     ] Loaded configuration for WTI: 4 features, N/A% accuracy
[2025-12-01T20:51:11.360381] [INFO ] [LOCAL     ] WTI: Loaded 4 optimal features with 60.56% confidence from JSON config
[2025-12-01T20:51:11.360418] [DEBUG] [MAG       ] Building data for symbol: WTI with lookback: 0
[2025-12-01T20:51:11.360475] [DEBUG] [REMOTE    ] MRUS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:11.361205] [DEBUG] [LOCAL     ] Loaded configuration for MRUS: 7 features, N/A% accuracy
[2025-12-01T20:51:11.361254] [INFO ] [LOCAL     ] MRUS: Loaded 7 optimal features with 31.69% confidence from JSON config
[2025-12-01T20:51:11.361284] [DEBUG] [MAG       ] Building data for symbol: MRUS with lookback: 0
[2025-12-01T20:51:11.361198] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:11.361442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:51:11.362057] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:51:11.362118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:11.364223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:51:11.365252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:51:11.366822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:11.367846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:51:11.368565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:11.369076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:11.369526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:11.369534] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:11.369911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:11.370629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:11.371273] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:11.602872] [DEBUG] [MAG       ] S: Last date is validated at 2025-12-01
[2025-12-01T20:51:11.614552] [DEBUG] [MAG       ] ARM: Last date is validated at 2025-12-01
[2025-12-01T20:51:11.701173] [DEBUG] [MAG       ] MRUS: Last date is validated at 2025-12-01
[2025-12-01T20:51:11.701386] [DEBUG] [MAG       ] WTI: Last date is validated at 2025-12-01
[2025-12-01T20:51:11.766753] [DEBUG] [MAG       ] S: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:11.781474] [DEBUG] [MAG       ] ARM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:11.843169] [INFO ] [LOCAL     ] S: Saved forecast.
[2025-12-01T20:51:11.843232] [INFO ] [main      ] S: Signal=1 (Conf=90.0%), Magnitude=-3.50% (Conf=63.3835%)
[2025-12-01T20:51:11.843678] [INFO ] [main      ] Fetching symbol history for ARDX...
[2025-12-01T20:51:11.843730] [DEBUG] [REMOTE    ] ARDX: Fetching historical data.
[2025-12-01T20:51:11.844651] [INFO ] [main      ] Progress: 221/769 forecasts completed (28.7%). S finished in 0.6s. ETA: 1m 31s. Rate: 361.47 forecasts/min
[2025-12-01T20:51:11.855330] [DEBUG] [REMOTE    ] ARDX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:11.856251] [DEBUG] [LOCAL     ] Loaded configuration for ARDX: 6 features, N/A% accuracy
[2025-12-01T20:51:11.856303] [INFO ] [LOCAL     ] ARDX: Loaded 6 optimal features with 52.98% confidence from JSON config
[2025-12-01T20:51:11.856334] [DEBUG] [MAG       ] Building data for symbol: ARDX with lookback: 0
[2025-12-01T20:51:11.857096] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:11.857154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:11.861852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:11.863548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:11.864018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:11.864392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:51:11.865267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:51:11.866256] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:11.867240] [DEBUG] [MAG       ] MRUS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:11.869348] [DEBUG] [MAG       ] WTI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:11.919443] [INFO ] [LOCAL     ] ARM: Saved forecast.
[2025-12-01T20:51:11.919507] [INFO ] [main      ] ARM: Signal=1 (Conf=90.0%), Magnitude=-3.88% (Conf=45.9161%)
[2025-12-01T20:51:11.919678] [INFO ] [main      ] Fetching symbol history for TSLS...
[2025-12-01T20:51:11.919721] [DEBUG] [REMOTE    ] TSLS: Fetching historical data.
[2025-12-01T20:51:11.920891] [INFO ] [main      ] Progress: 222/769 forecasts completed (28.9%). ARM finished in 0.7s. ETA: 1m 31s. Rate: 362.35 forecasts/min
[2025-12-01T20:51:11.926210] [INFO ] [LOCAL     ] WTI: Saved forecast.
[2025-12-01T20:51:11.926281] [INFO ] [main      ] WTI: Signal=1 (Conf=90.0%), Magnitude=-1.66% (Conf=60.56%)
[2025-12-01T20:51:11.926456] [INFO ] [main      ] Fetching symbol history for WAVE...
[2025-12-01T20:51:11.926498] [DEBUG] [REMOTE    ] WAVE: Fetching historical data.
[2025-12-01T20:51:11.927622] [INFO ] [main      ] Progress: 223/769 forecasts completed (29.0%). WTI finished in 0.6s. ETA: 1m 30s. Rate: 363.91 forecasts/min
[2025-12-01T20:51:11.933417] [DEBUG] [REMOTE    ] TSLS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:11.934324] [DEBUG] [LOCAL     ] Loaded configuration for TSLS: 6 features, N/A% accuracy
[2025-12-01T20:51:11.934377] [INFO ] [LOCAL     ] TSLS: Loaded 6 optimal features with 53.59% confidence from JSON config
[2025-12-01T20:51:11.934407] [DEBUG] [MAG       ] Building data for symbol: TSLS with lookback: 0
[2025-12-01T20:51:11.935206] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:11.935279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:11.937835] [DEBUG] [REMOTE    ] WAVE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:11.938747] [DEBUG] [LOCAL     ] Loaded configuration for WAVE: 8 features, N/A% accuracy
[2025-12-01T20:51:11.938797] [INFO ] [LOCAL     ] WAVE: Loaded 8 optimal features with 59.58% confidence from JSON config
[2025-12-01T20:51:11.938827] [DEBUG] [MAG       ] Building data for symbol: WAVE with lookback: 0
[2025-12-01T20:51:11.939563] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:51:11.939646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:11.940215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:11.941333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:11.941850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:11.942144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:11.942268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:11.942641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:11.943028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:11.943144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:11.945400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:11.983278] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:11.986225] [INFO ] [LOCAL     ] MRUS: Saved forecast.
[2025-12-01T20:51:11.986298] [INFO ] [main      ] MRUS: Signal=1 (Conf=90.0%), Magnitude=1.30% (Conf=31.6877%)
[2025-12-01T20:51:11.986665] [INFO ] [main      ] Progress: 224/769 forecasts completed (29.1%). MRUS finished in 0.6s. ETA: 1m 30s. Rate: 364.96 forecasts/min
[2025-12-01T20:51:11.986785] [INFO ] [main      ] Fetching symbol history for HYI...
[2025-12-01T20:51:11.986826] [DEBUG] [REMOTE    ] HYI: Fetching historical data.
[2025-12-01T20:51:11.989719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:51:11.997973] [DEBUG] [REMOTE    ] HYI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:11.998861] [DEBUG] [LOCAL     ] Loaded configuration for HYI: 6 features, N/A% accuracy
[2025-12-01T20:51:11.998911] [INFO ] [LOCAL     ] HYI: Loaded 6 optimal features with 44.18% confidence from JSON config
[2025-12-01T20:51:11.998942] [DEBUG] [MAG       ] Building data for symbol: HYI with lookback: 0
[2025-12-01T20:51:11.999746] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:11.999804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:12.004539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:12.006280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:12.006772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:12.007153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:12.044763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:51:12.045913] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:12.062432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:51:12.063140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-01T20:51:12.064488] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:12.195156] [DEBUG] [MAG       ] ARDX: Last date is validated at 2025-12-01
[2025-12-01T20:51:12.314363] [DEBUG] [MAG       ] TSLS: Last date is validated at 2025-12-01
[2025-12-01T20:51:12.360768] [DEBUG] [MAG       ] ARDX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:12.376165] [DEBUG] [MAG       ] HYI: Last date is validated at 2025-12-01
[2025-12-01T20:51:12.395410] [DEBUG] [MAG       ] WAVE: Last date is validated at 2025-12-01
[2025-12-01T20:51:12.423854] [INFO ] [LOCAL     ] ARDX: Saved forecast.
[2025-12-01T20:51:12.424255] [INFO ] [main      ] ARDX: Signal=1 (Conf=90.0%), Magnitude=-2.68% (Conf=52.9801%)
[2025-12-01T20:51:12.424607] [INFO ] [main      ] Fetching symbol history for SNN...
[2025-12-01T20:51:12.424656] [DEBUG] [REMOTE    ] SNN: Fetching historical data.
[2025-12-01T20:51:12.424654] [INFO ] [main      ] Progress: 225/769 forecasts completed (29.3%). ARDX finished in 0.6s. ETA: 1m 30s. Rate: 362.28 forecasts/min
[2025-12-01T20:51:12.439290] [DEBUG] [REMOTE    ] SNN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:12.440355] [DEBUG] [LOCAL     ] Loaded configuration for SNN: 7 features, N/A% accuracy
[2025-12-01T20:51:12.440426] [INFO ] [LOCAL     ] SNN: Loaded 7 optimal features with 38.70% confidence from JSON config
[2025-12-01T20:51:12.440470] [DEBUG] [MAG       ] Building data for symbol: SNN with lookback: 0
[2025-12-01T20:51:12.441485] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:51:12.441563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:12.447026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:12.477551] [DEBUG] [MAG       ] TSLS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:12.491957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:12.493263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:51:12.494042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:51:12.496072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:51:12.498362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-01T20:51:12.499170] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:12.542265] [DEBUG] [MAG       ] HYI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:12.556588] [INFO ] [LOCAL     ] TSLS: Saved forecast.
[2025-12-01T20:51:12.556664] [INFO ] [main      ] TSLS: Signal=1 (Conf=90.0%), Magnitude=0.29% (Conf=53.5905%)
[2025-12-01T20:51:12.557030] [INFO ] [main      ] Fetching symbol history for AMPX...
[2025-12-01T20:51:12.557081] [DEBUG] [REMOTE    ] AMPX: Fetching historical data.
[2025-12-01T20:51:12.558676] [INFO ] [main      ] Progress: 226/769 forecasts completed (29.4%). TSLS finished in 0.6s. ETA: 1m 30s. Rate: 362.59 forecasts/min
[2025-12-01T20:51:12.566230] [DEBUG] [MAG       ] WAVE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:12.569487] [DEBUG] [REMOTE    ] AMPX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:12.570616] [DEBUG] [LOCAL     ] Loaded configuration for AMPX: 7 features, N/A% accuracy
[2025-12-01T20:51:12.570670] [INFO ] [LOCAL     ] AMPX: Loaded 7 optimal features with 55.49% confidence from JSON config
[2025-12-01T20:51:12.570703] [DEBUG] [MAG       ] Building data for symbol: AMPX with lookback: 0
[2025-12-01T20:51:12.571835] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:51:12.571897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:12.573600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:12.574095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:12.574680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:12.575086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:12.577023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:51:12.579248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:51:12.580730] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:12.601609] [INFO ] [LOCAL     ] HYI: Saved forecast.
[2025-12-01T20:51:12.601676] [INFO ] [main      ] HYI: Signal=1 (Conf=90.0%), Magnitude=-0.21% (Conf=44.1829%)
[2025-12-01T20:51:12.602021] [INFO ] [main      ] Fetching symbol history for MEI...
[2025-12-01T20:51:12.602070] [DEBUG] [REMOTE    ] MEI: Fetching historical data.
[2025-12-01T20:51:12.602664] [INFO ] [main      ] Progress: 227/769 forecasts completed (29.5%). HYI finished in 0.6s. ETA: 1m 29s. Rate: 363.76 forecasts/min
[2025-12-01T20:51:12.614526] [DEBUG] [REMOTE    ] MEI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:12.616138] [DEBUG] [LOCAL     ] Loaded configuration for MEI: 5 features, N/A% accuracy
[2025-12-01T20:51:12.616194] [INFO ] [LOCAL     ] MEI: Loaded 5 optimal features with 64.79% confidence from JSON config
[2025-12-01T20:51:12.616224] [DEBUG] [MAG       ] Building data for symbol: MEI with lookback: 0
[2025-12-01T20:51:12.617013] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:12.617071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:51:12.619066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:12.620941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:12.621392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:51:12.622501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-01T20:51:12.624526] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:12.646008] [INFO ] [LOCAL     ] WAVE: Saved forecast.
[2025-12-01T20:51:12.646071] [INFO ] [main      ] WAVE: Signal=1 (Conf=90.0%), Magnitude=7.30% (Conf=59.5758%)
[2025-12-01T20:51:12.646222] [INFO ] [main      ] Fetching symbol history for NVDL...
[2025-12-01T20:51:12.646267] [DEBUG] [REMOTE    ] NVDL: Fetching historical data.
[2025-12-01T20:51:12.647132] [INFO ] [main      ] Progress: 228/769 forecasts completed (29.6%). WAVE finished in 0.7s. ETA: 1m 29s. Rate: 364.93 forecasts/min
[2025-12-01T20:51:12.658340] [DEBUG] [REMOTE    ] NVDL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:12.659233] [DEBUG] [LOCAL     ] Loaded configuration for NVDL: 11 features, N/A% accuracy
[2025-12-01T20:51:12.659292] [INFO ] [LOCAL     ] NVDL: Loaded 11 optimal features with 55.66% confidence from JSON config
[2025-12-01T20:51:12.659325] [DEBUG] [MAG       ] Building data for symbol: NVDL with lookback: 0
[2025-12-01T20:51:12.660110] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-01T20:51:12.660174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:12.664951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:12.666689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:12.667145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:12.667562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:12.775177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:12.776846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:51:12.777784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:51:12.778474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-01T20:51:12.779147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:51:12.797016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-01T20:51:12.798679] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:12.842653] [DEBUG] [MAG       ] SNN: Last date is validated at 2025-12-01
[2025-12-01T20:51:12.931239] [DEBUG] [MAG       ] AMPX: Last date is validated at 2025-12-01
[2025-12-01T20:51:12.959760] [DEBUG] [MAG       ] MEI: Last date is validated at 2025-12-01
[2025-12-01T20:51:13.009740] [DEBUG] [MAG       ] SNN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:13.098226] [INFO ] [LOCAL     ] SNN: Saved forecast.
[2025-12-01T20:51:13.098291] [INFO ] [main      ] SNN: Signal=1 (Conf=90.0%), Magnitude=-0.23% (Conf=38.7013%)
[2025-12-01T20:51:13.098673] [INFO ] [main      ] Fetching symbol history for TDF...
[2025-12-01T20:51:13.098723] [DEBUG] [REMOTE    ] TDF: Fetching historical data.
[2025-12-01T20:51:13.099665] [INFO ] [main      ] Progress: 229/769 forecasts completed (29.8%). SNN finished in 0.7s. ETA: 1m 29s. Rate: 362.16 forecasts/min
[2025-12-01T20:51:13.109681] [DEBUG] [REMOTE    ] TDF: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:13.110736] [DEBUG] [LOCAL     ] Loaded configuration for TDF: 6 features, N/A% accuracy
[2025-12-01T20:51:13.110789] [INFO ] [LOCAL     ] TDF: Loaded 6 optimal features with 67.98% confidence from JSON config
[2025-12-01T20:51:13.110819] [DEBUG] [MAG       ] Building data for symbol: TDF with lookback: 0
[2025-12-01T20:51:13.111612] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:13.111672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:13.116433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:13.118241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:13.118754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:13.119126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:51:13.120472] [DEBUG] [MAG       ] AMPX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:13.123178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-01T20:51:13.125590] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:13.125868] [DEBUG] [MAG       ] MEI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:13.128294] [DEBUG] [MAG       ] NVDL: Last date is validated at 2025-12-01
[2025-12-01T20:51:13.196472] [INFO ] [LOCAL     ] AMPX: Saved forecast.
[2025-12-01T20:51:13.196539] [INFO ] [main      ] AMPX: Signal=1 (Conf=90.0%), Magnitude=-5.71% (Conf=55.49%)
[2025-12-01T20:51:13.196718] [INFO ] [main      ] Fetching symbol history for BNTX...
[2025-12-01T20:51:13.196765] [DEBUG] [REMOTE    ] BNTX: Fetching historical data.
[2025-12-01T20:51:13.197881] [INFO ] [main      ] Progress: 230/769 forecasts completed (29.9%). AMPX finished in 0.6s. ETA: 1m 29s. Rate: 362.80 forecasts/min
[2025-12-01T20:51:13.200978] [INFO ] [LOCAL     ] MEI: Saved forecast.
[2025-12-01T20:51:13.201050] [INFO ] [main      ] MEI: Signal=1 (Conf=90.0%), Magnitude=-3.60% (Conf=64.7936%)
[2025-12-01T20:51:13.201205] [INFO ] [main      ] Fetching symbol history for PPL...
[2025-12-01T20:51:13.201247] [DEBUG] [REMOTE    ] PPL: Fetching historical data.
[2025-12-01T20:51:13.202629] [INFO ] [main      ] Progress: 231/769 forecasts completed (30.0%). MEI finished in 0.6s. ETA: 1m 29s. Rate: 364.33 forecasts/min
[2025-12-01T20:51:13.209100] [DEBUG] [REMOTE    ] BNTX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:13.210111] [DEBUG] [LOCAL     ] Loaded configuration for BNTX: 2 features, N/A% accuracy
[2025-12-01T20:51:13.210163] [INFO ] [LOCAL     ] BNTX: Loaded 2 optimal features with 50.49% confidence from JSON config
[2025-12-01T20:51:13.210193] [DEBUG] [MAG       ] Building data for symbol: BNTX with lookback: 0
[2025-12-01T20:51:13.211011] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:13.211069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:13.212967] [DEBUG] [REMOTE    ] PPL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:13.213862] [DEBUG] [LOCAL     ] Loaded configuration for PPL: 8 features, N/A% accuracy
[2025-12-01T20:51:13.213913] [INFO ] [LOCAL     ] PPL: Loaded 8 optimal features with 51.15% confidence from JSON config
[2025-12-01T20:51:13.214263] [DEBUG] [MAG       ] Building data for symbol: PPL with lookback: 0
[2025-12-01T20:51:13.215032] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:51:13.215092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:13.216132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:51:13.217450] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:13.219767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:13.221480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:13.221950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:13.222321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:13.223164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:13.225446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:13.291254] [DEBUG] [MAG       ] NVDL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:13.334899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:51:13.336103] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:13.429060] [INFO ] [LOCAL     ] NVDL: Saved forecast.
[2025-12-01T20:51:13.429132] [INFO ] [main      ] NVDL: Signal=1 (Conf=90.0%), Magnitude=11.14% (Conf=55.6602%)
[2025-12-01T20:51:13.429478] [INFO ] [main      ] Fetching symbol history for BOTZ...
[2025-12-01T20:51:13.429817] [INFO ] [main      ] Progress: 232/769 forecasts completed (30.2%). NVDL finished in 0.8s. ETA: 1m 29s. Rate: 363.74 forecasts/min
[2025-12-01T20:51:13.429528] [DEBUG] [REMOTE    ] BOTZ: Fetching historical data.
[2025-12-01T20:51:13.443019] [DEBUG] [REMOTE    ] BOTZ: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:13.444129] [DEBUG] [LOCAL     ] Loaded configuration for BOTZ: 4 features, N/A% accuracy
[2025-12-01T20:51:13.444179] [INFO ] [LOCAL     ] BOTZ: Loaded 4 optimal features with 66.69% confidence from JSON config
[2025-12-01T20:51:13.444209] [DEBUG] [MAG       ] Building data for symbol: BOTZ with lookback: 0
[2025-12-01T20:51:13.444980] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:13.445037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:13.446716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:13.447203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:13.447601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-01T20:51:13.448963] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:13.491347] [DEBUG] [MAG       ] TDF: Last date is validated at 2025-12-01
[2025-12-01T20:51:13.571126] [DEBUG] [MAG       ] BNTX: Last date is validated at 2025-12-01
[2025-12-01T20:51:13.661164] [DEBUG] [MAG       ] TDF: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:13.690200] [DEBUG] [MAG       ] PPL: Last date is validated at 2025-12-01
[2025-12-01T20:51:13.726049] [INFO ] [LOCAL     ] TDF: Saved forecast.
[2025-12-01T20:51:13.726116] [INFO ] [main      ] TDF: Signal=1 (Conf=90.0%), Magnitude=1.43% (Conf=67.98%)
[2025-12-01T20:51:13.726655] [INFO ] [main      ] Fetching symbol history for COLM...
[2025-12-01T20:51:13.726727] [DEBUG] [REMOTE    ] COLM: Fetching historical data.
[2025-12-01T20:51:13.726669] [INFO ] [main      ] Progress: 233/769 forecasts completed (30.3%). TDF finished in 0.6s. ETA: 1m 29s. Rate: 362.50 forecasts/min
[2025-12-01T20:51:13.737042] [DEBUG] [MAG       ] BNTX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:13.738781] [DEBUG] [REMOTE    ] COLM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:13.739790] [DEBUG] [LOCAL     ] Loaded configuration for COLM: 8 features, N/A% accuracy
[2025-12-01T20:51:13.739857] [INFO ] [LOCAL     ] COLM: Loaded 8 optimal features with 54.90% confidence from JSON config
[2025-12-01T20:51:13.739901] [DEBUG] [MAG       ] Building data for symbol: COLM with lookback: 0
[2025-12-01T20:51:13.740830] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:51:13.740896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:13.775805] [DEBUG] [MAG       ] BOTZ: Last date is validated at 2025-12-01
[2025-12-01T20:51:13.782362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:51:13.784038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:51:13.785203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:13.787059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:13.787545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:51:13.789247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:51:13.790357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-01T20:51:13.791056] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:13.856548] [INFO ] [LOCAL     ] BNTX: Saved forecast.
[2025-12-01T20:51:13.856639] [INFO ] [main      ] BNTX: Signal=1 (Conf=90.0%), Magnitude=-9.31% (Conf=50.4893%)
[2025-12-01T20:51:13.857003] [INFO ] [main      ] Fetching symbol history for FIVN...
[2025-12-01T20:51:13.857054] [DEBUG] [REMOTE    ] FIVN: Fetching historical data.
[2025-12-01T20:51:13.857822] [INFO ] [main      ] Progress: 234/769 forecasts completed (30.4%). BNTX finished in 0.7s. ETA: 1m 28s. Rate: 362.82 forecasts/min
[2025-12-01T20:51:13.860360] [DEBUG] [MAG       ] PPL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:13.868360] [DEBUG] [REMOTE    ] FIVN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:13.869243] [DEBUG] [LOCAL     ] Loaded configuration for FIVN: 7 features, N/A% accuracy
[2025-12-01T20:51:13.869291] [INFO ] [LOCAL     ] FIVN: Loaded 7 optimal features with 51.55% confidence from JSON config
[2025-12-01T20:51:13.869321] [DEBUG] [MAG       ] Building data for symbol: FIVN with lookback: 0
[2025-12-01T20:51:13.870090] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:51:13.870150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:13.874810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:13.913625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:51:13.915054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:51:13.916224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-01T20:51:13.917379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-01T20:51:13.920208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:51:13.921855] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:13.936080] [INFO ] [LOCAL     ] PPL: Saved forecast.
[2025-12-01T20:51:13.936139] [INFO ] [main      ] PPL: Signal=1 (Conf=90.0%), Magnitude=-0.80% (Conf=51.1453%)
[2025-12-01T20:51:13.936295] [INFO ] [main      ] Fetching symbol history for PLPC...
[2025-12-01T20:51:13.936342] [DEBUG] [REMOTE    ] PLPC: Fetching historical data.
[2025-12-01T20:51:13.937630] [INFO ] [main      ] Progress: 235/769 forecasts completed (30.6%). PPL finished in 0.7s. ETA: 1m 28s. Rate: 363.62 forecasts/min
[2025-12-01T20:51:13.939117] [DEBUG] [MAG       ] BOTZ: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:13.947697] [DEBUG] [REMOTE    ] PLPC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:13.948606] [DEBUG] [LOCAL     ] Loaded configuration for PLPC: 4 features, N/A% accuracy
[2025-12-01T20:51:13.948670] [INFO ] [LOCAL     ] PLPC: Loaded 4 optimal features with 48.35% confidence from JSON config
[2025-12-01T20:51:13.948714] [DEBUG] [MAG       ] Building data for symbol: PLPC with lookback: 0
[2025-12-01T20:51:13.949500] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:13.949558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:13.954193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:13.955929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:13.956391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:13.956830] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:14.012892] [INFO ] [LOCAL     ] BOTZ: Saved forecast.
[2025-12-01T20:51:14.012957] [INFO ] [main      ] BOTZ: Signal=1 (Conf=90.0%), Magnitude=2.23% (Conf=66.6938%)
[2025-12-01T20:51:14.013278] [INFO ] [main      ] Fetching symbol history for FIXD...
[2025-12-01T20:51:14.013328] [DEBUG] [REMOTE    ] FIXD: Fetching historical data.
[2025-12-01T20:51:14.013663] [INFO ] [main      ] Progress: 236/769 forecasts completed (30.7%). BOTZ finished in 0.6s. ETA: 1m 28s. Rate: 364.45 forecasts/min
[2025-12-01T20:51:14.024217] [DEBUG] [REMOTE    ] FIXD: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:14.025164] [DEBUG] [LOCAL     ] Loaded configuration for FIXD: 4 features, N/A% accuracy
[2025-12-01T20:51:14.025233] [INFO ] [LOCAL     ] FIXD: Loaded 4 optimal features with 63.37% confidence from JSON config
[2025-12-01T20:51:14.025287] [DEBUG] [MAG       ] Building data for symbol: FIXD with lookback: 0
[2025-12-01T20:51:14.026281] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:14.026343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:14.028032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:14.028558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:14.029317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:51:14.031998] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:14.134126] [DEBUG] [MAG       ] COLM: Last date is validated at 2025-12-01
[2025-12-01T20:51:14.292720] [DEBUG] [MAG       ] FIVN: Last date is validated at 2025-12-01
[2025-12-01T20:51:14.298808] [DEBUG] [MAG       ] PLPC: Last date is validated at 2025-12-01
[2025-12-01T20:51:14.305347] [DEBUG] [MAG       ] COLM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:14.358227] [DEBUG] [MAG       ] FIXD: Last date is validated at 2025-12-01
[2025-12-01T20:51:14.410976] [INFO ] [LOCAL     ] COLM: Saved forecast.
[2025-12-01T20:51:14.411039] [INFO ] [main      ] COLM: Signal=1 (Conf=90.0%), Magnitude=1.52% (Conf=54.8989%)
[2025-12-01T20:51:14.411198] [INFO ] [main      ] Fetching symbol history for PRME...
[2025-12-01T20:51:14.411241] [DEBUG] [REMOTE    ] PRME: Fetching historical data.
[2025-12-01T20:51:14.412683] [INFO ] [main      ] Progress: 237/769 forecasts completed (30.8%). COLM finished in 0.7s. ETA: 1m 28s. Rate: 362.27 forecasts/min
[2025-12-01T20:51:14.423078] [DEBUG] [REMOTE    ] PRME: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:14.424155] [DEBUG] [LOCAL     ] Loaded configuration for PRME: 2 features, N/A% accuracy
[2025-12-01T20:51:14.424204] [INFO ] [LOCAL     ] PRME: Loaded 2 optimal features with 57.58% confidence from JSON config
[2025-12-01T20:51:14.424234] [DEBUG] [MAG       ] Building data for symbol: PRME with lookback: 0
[2025-12-01T20:51:14.425005] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:14.425062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:51:14.427659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-01T20:51:14.428434] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:14.473347] [DEBUG] [MAG       ] FIVN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:14.479240] [DEBUG] [MAG       ] PLPC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:14.522377] [DEBUG] [MAG       ] FIXD: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:14.571884] [INFO ] [LOCAL     ] FIVN: Saved forecast.
[2025-12-01T20:51:14.571949] [INFO ] [main      ] FIVN: Signal=1 (Conf=90.0%), Magnitude=0.74% (Conf=51.5473%)
[2025-12-01T20:51:14.572296] [INFO ] [main      ] Progress: 238/769 forecasts completed (30.9%). FIVN finished in 0.7s. ETA: 1m 28s. Rate: 362.33 forecasts/min
[2025-12-01T20:51:14.572421] [INFO ] [main      ] Fetching symbol history for WNEB...
[2025-12-01T20:51:14.572465] [DEBUG] [REMOTE    ] WNEB: Fetching historical data.
[2025-12-01T20:51:14.582895] [INFO ] [LOCAL     ] FIXD: Saved forecast.
[2025-12-01T20:51:14.582964] [INFO ] [main      ] FIXD: Signal=1 (Conf=90.0%), Magnitude=0.13% (Conf=63.3698%)
[2025-12-01T20:51:14.583327] [INFO ] [main      ] Fetching symbol history for SSNC...
[2025-12-01T20:51:14.583384] [DEBUG] [REMOTE    ] SSNC: Fetching historical data.
[2025-12-01T20:51:14.584088] [INFO ] [main      ] Progress: 239/769 forecasts completed (31.1%). FIXD finished in 0.6s. ETA: 1m 27s. Rate: 363.74 forecasts/min
[2025-12-01T20:51:14.585302] [DEBUG] [REMOTE    ] WNEB: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:14.586423] [DEBUG] [LOCAL     ] Loaded configuration for WNEB: 4 features, N/A% accuracy
[2025-12-01T20:51:14.586471] [INFO ] [LOCAL     ] WNEB: Loaded 4 optimal features with 43.15% confidence from JSON config
[2025-12-01T20:51:14.586500] [DEBUG] [MAG       ] Building data for symbol: WNEB with lookback: 0
[2025-12-01T20:51:14.587288] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:14.587346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:14.589010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:14.589504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:14.589942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:14.590687] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:14.595071] [DEBUG] [REMOTE    ] SSNC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:14.595902] [DEBUG] [LOCAL     ] Loaded configuration for SSNC: 8 features, N/A% accuracy
[2025-12-01T20:51:14.595956] [INFO ] [LOCAL     ] SSNC: Loaded 8 optimal features with 55.50% confidence from JSON config
[2025-12-01T20:51:14.595992] [DEBUG] [MAG       ] Building data for symbol: SSNC with lookback: 0
[2025-12-01T20:51:14.596874] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:51:14.596937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:14.601782] [INFO ] [LOCAL     ] PLPC: Saved forecast.
[2025-12-01T20:51:14.601857] [INFO ] [main      ] PLPC: Signal=1 (Conf=90.0%), Magnitude=5.15% (Conf=48.3497%)
[2025-12-01T20:51:14.601967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:14.602011] [INFO ] [main      ] Fetching symbol history for SKRE...
[2025-12-01T20:51:14.602055] [DEBUG] [REMOTE    ] SKRE: Fetching historical data.
[2025-12-01T20:51:14.602963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:14.603627] [INFO ] [main      ] Progress: 240/769 forecasts completed (31.2%). PLPC finished in 0.7s. ETA: 1m 27s. Rate: 365.08 forecasts/min
[2025-12-01T20:51:14.606136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:14.607842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:51:14.608888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:51:14.609564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-01T20:51:14.610255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:51:14.611287] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:14.614122] [DEBUG] [REMOTE    ] SKRE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:14.614950] [DEBUG] [LOCAL     ] Loaded configuration for SKRE: 9 features, N/A% accuracy
[2025-12-01T20:51:14.615000] [INFO ] [LOCAL     ] SKRE: Loaded 9 optimal features with 61.22% confidence from JSON config
[2025-12-01T20:51:14.615031] [DEBUG] [MAG       ] Building data for symbol: SKRE with lookback: 0
[2025-12-01T20:51:14.615786] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:51:14.615864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:14.617481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:14.617976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:14.618376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:14.619113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:14.619807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:51:14.703123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:51:14.705426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:51:14.706691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-01T20:51:14.707385] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:14.767097] [DEBUG] [MAG       ] PRME: Last date is validated at 2025-12-01
[2025-12-01T20:51:14.919360] [DEBUG] [MAG       ] WNEB: Last date is validated at 2025-12-01
[2025-12-01T20:51:14.940752] [DEBUG] [MAG       ] SSNC: Last date is validated at 2025-12-01
[2025-12-01T20:51:14.948440] [DEBUG] [MAG       ] PRME: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:15.008466] [INFO ] [LOCAL     ] PRME: Saved forecast.
[2025-12-01T20:51:15.008532] [INFO ] [main      ] PRME: Signal=1 (Conf=90.0%), Magnitude=0.58% (Conf=57.584%)
[2025-12-01T20:51:15.008870] [INFO ] [main      ] Fetching symbol history for HELE...
[2025-12-01T20:51:15.008919] [DEBUG] [REMOTE    ] HELE: Fetching historical data.
[2025-12-01T20:51:15.009658] [INFO ] [main      ] Progress: 241/769 forecasts completed (31.3%). PRME finished in 0.6s. ETA: 1m 27s. Rate: 362.87 forecasts/min
[2025-12-01T20:51:15.021223] [DEBUG] [REMOTE    ] HELE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:15.022299] [DEBUG] [LOCAL     ] Loaded configuration for HELE: 3 features, N/A% accuracy
[2025-12-01T20:51:15.022351] [INFO ] [LOCAL     ] HELE: Loaded 3 optimal features with 55.36% confidence from JSON config
[2025-12-01T20:51:15.022383] [DEBUG] [MAG       ] Building data for symbol: HELE with lookback: 0
[2025-12-01T20:51:15.026178] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:15.026262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:15.032180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:51:15.041948] [DEBUG] [MAG       ] SKRE: Last date is validated at 2025-12-01
[2025-12-01T20:51:15.082938] [DEBUG] [MAG       ] WNEB: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:15.103954] [DEBUG] [MAG       ] SSNC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:15.107475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:51:15.108861] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:15.140168] [INFO ] [LOCAL     ] WNEB: Saved forecast.
[2025-12-01T20:51:15.140231] [INFO ] [main      ] WNEB: Signal=1 (Conf=90.0%), Magnitude=-0.82% (Conf=43.1452%)
[2025-12-01T20:51:15.140394] [INFO ] [main      ] Fetching symbol history for SMFG...
[2025-12-01T20:51:15.140446] [DEBUG] [REMOTE    ] SMFG: Fetching historical data.
[2025-12-01T20:51:15.141114] [INFO ] [main      ] Progress: 242/769 forecasts completed (31.5%). WNEB finished in 0.6s. ETA: 1m 27s. Rate: 363.18 forecasts/min
[2025-12-01T20:51:15.152082] [DEBUG] [REMOTE    ] SMFG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:15.153028] [DEBUG] [LOCAL     ] Loaded configuration for SMFG: 10 features, N/A% accuracy
[2025-12-01T20:51:15.153079] [INFO ] [LOCAL     ] SMFG: Loaded 10 optimal features with 48.64% confidence from JSON config
[2025-12-01T20:51:15.153108] [DEBUG] [MAG       ] Building data for symbol: SMFG with lookback: 0
[2025-12-01T20:51:15.153885] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-01T20:51:15.153946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:15.158612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:15.160286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:15.160762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:15.161130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:15.161837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:15.162614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:15.197216] [INFO ] [LOCAL     ] SSNC: Saved forecast.
[2025-12-01T20:51:15.197278] [INFO ] [main      ] SSNC: Signal=1 (Conf=90.0%), Magnitude=0.31% (Conf=55.4964%)
[2025-12-01T20:51:15.197642] [INFO ] [main      ] Fetching symbol history for BGX...
[2025-12-01T20:51:15.197692] [DEBUG] [REMOTE    ] BGX: Fetching historical data.
[2025-12-01T20:51:15.197657] [INFO ] [main      ] Progress: 243/769 forecasts completed (31.6%). SSNC finished in 0.6s. ETA: 1m 27s. Rate: 364.16 forecasts/min
[2025-12-01T20:51:15.199877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:51:15.203947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-01T20:51:15.204995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-01T20:51:15.205698] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:15.206780] [DEBUG] [MAG       ] SKRE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:15.208929] [DEBUG] [REMOTE    ] BGX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:15.209950] [DEBUG] [LOCAL     ] Loaded configuration for BGX: 8 features, N/A% accuracy
[2025-12-01T20:51:15.210001] [INFO ] [LOCAL     ] BGX: Loaded 8 optimal features with 39.51% confidence from JSON config
[2025-12-01T20:51:15.210031] [DEBUG] [MAG       ] Building data for symbol: BGX with lookback: 0
[2025-12-01T20:51:15.210811] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:51:15.210870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:15.215497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:15.217228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:15.217708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:15.218080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:15.220392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:15.258392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:15.259199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:51:15.260791] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:15.288236] [INFO ] [LOCAL     ] SKRE: Saved forecast.
[2025-12-01T20:51:15.288301] [INFO ] [main      ] SKRE: Signal=1 (Conf=90.0%), Magnitude=1.96% (Conf=61.2197%)
[2025-12-01T20:51:15.288719] [INFO ] [main      ] Fetching symbol history for ASML...
[2025-12-01T20:51:15.288770] [DEBUG] [REMOTE    ] ASML: Fetching historical data.
[2025-12-01T20:51:15.290661] [INFO ] [main      ] Progress: 244/769 forecasts completed (31.7%). SKRE finished in 0.7s. ETA: 1m 26s. Rate: 364.81 forecasts/min
[2025-12-01T20:51:15.299850] [DEBUG] [REMOTE    ] ASML: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:15.300657] [DEBUG] [LOCAL     ] Loaded configuration for ASML: 4 features, N/A% accuracy
[2025-12-01T20:51:15.300706] [INFO ] [LOCAL     ] ASML: Loaded 4 optimal features with 48.39% confidence from JSON config
[2025-12-01T20:51:15.300737] [DEBUG] [MAG       ] Building data for symbol: ASML with lookback: 0
[2025-12-01T20:51:15.301517] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:15.301594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:15.306205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:15.412110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:51:15.414887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:51:15.415961] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:15.439274] [DEBUG] [MAG       ] HELE: Last date is validated at 2025-12-01
[2025-12-01T20:51:15.540407] [DEBUG] [MAG       ] SMFG: Last date is validated at 2025-12-01
[2025-12-01T20:51:15.589235] [DEBUG] [MAG       ] BGX: Last date is validated at 2025-12-01
[2025-12-01T20:51:15.602634] [DEBUG] [MAG       ] HELE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:15.699462] [INFO ] [LOCAL     ] HELE: Saved forecast.
[2025-12-01T20:51:15.699543] [INFO ] [main      ] HELE: Signal=1 (Conf=90.0%), Magnitude=-0.82% (Conf=55.3642%)
[2025-12-01T20:51:15.699715] [INFO ] [main      ] Fetching symbol history for NTB...
[2025-12-01T20:51:15.699758] [DEBUG] [REMOTE    ] NTB: Fetching historical data.
[2025-12-01T20:51:15.702655] [INFO ] [main      ] Progress: 245/769 forecasts completed (31.9%). HELE finished in 0.7s. ETA: 1m 27s. Rate: 362.59 forecasts/min
[2025-12-01T20:51:15.710851] [DEBUG] [REMOTE    ] NTB: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:15.711964] [DEBUG] [LOCAL     ] Loaded configuration for NTB: 2 features, N/A% accuracy
[2025-12-01T20:51:15.712014] [INFO ] [LOCAL     ] NTB: Loaded 2 optimal features with 47.83% confidence from JSON config
[2025-12-01T20:51:15.712044] [DEBUG] [MAG       ] Building data for symbol: NTB with lookback: 0
[2025-12-01T20:51:15.712831] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:15.712887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:15.716821] [DEBUG] [MAG       ] SMFG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:15.717938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:15.720470] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:15.746305] [DEBUG] [MAG       ] ASML: Last date is validated at 2025-12-01
[2025-12-01T20:51:15.760499] [DEBUG] [MAG       ] BGX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:15.795646] [INFO ] [LOCAL     ] SMFG: Saved forecast.
[2025-12-01T20:51:15.795712] [INFO ] [main      ] SMFG: Signal=1 (Conf=90.0%), Magnitude=0.37% (Conf=48.6359%)
[2025-12-01T20:51:15.795879] [INFO ] [main      ] Fetching symbol history for STKL...
[2025-12-01T20:51:15.795929] [DEBUG] [REMOTE    ] STKL: Fetching historical data.
[2025-12-01T20:51:15.797349] [INFO ] [main      ] Progress: 246/769 forecasts completed (32.0%). SMFG finished in 0.7s. ETA: 1m 26s. Rate: 363.22 forecasts/min
[2025-12-01T20:51:15.807636] [DEBUG] [REMOTE    ] STKL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:15.808453] [DEBUG] [LOCAL     ] Loaded configuration for STKL: 8 features, N/A% accuracy
[2025-12-01T20:51:15.808505] [INFO ] [LOCAL     ] STKL: Loaded 8 optimal features with 52.91% confidence from JSON config
[2025-12-01T20:51:15.808537] [DEBUG] [MAG       ] Building data for symbol: STKL with lookback: 0
[2025-12-01T20:51:15.809330] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:51:15.809404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:15.814277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:15.816091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:15.816560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:15.816955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:15.823773] [INFO ] [LOCAL     ] BGX: Saved forecast.
[2025-12-01T20:51:15.823837] [INFO ] [main      ] BGX: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=39.5106%)
[2025-12-01T20:51:15.824192] [INFO ] [main      ] Fetching symbol history for KTB...
[2025-12-01T20:51:15.824242] [DEBUG] [REMOTE    ] KTB: Fetching historical data.
[2025-12-01T20:51:15.824651] [INFO ] [main      ] Progress: 247/769 forecasts completed (32.1%). BGX finished in 0.6s. ETA: 1m 26s. Rate: 364.45 forecasts/min
[2025-12-01T20:51:15.836973] [DEBUG] [REMOTE    ] KTB: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:15.837953] [DEBUG] [LOCAL     ] Loaded configuration for KTB: 7 features, N/A% accuracy
[2025-12-01T20:51:15.838018] [INFO ] [LOCAL     ] KTB: Loaded 7 optimal features with 48.39% confidence from JSON config
[2025-12-01T20:51:15.838050] [DEBUG] [MAG       ] Building data for symbol: KTB with lookback: 0
[2025-12-01T20:51:15.838897] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:51:15.838956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:15.842738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:15.843248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:15.844137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:15.846421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:15.914962] [DEBUG] [MAG       ] ASML: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:15.926718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:15.928732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:15.952428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:15.953234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:51:15.953857] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:15.976906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:51:16.052059] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:16.063009] [DEBUG] [MAG       ] NTB: Last date is validated at 2025-12-01
[2025-12-01T20:51:16.108241] [INFO ] [LOCAL     ] ASML: Saved forecast.
[2025-12-01T20:51:16.108305] [INFO ] [main      ] ASML: Signal=1 (Conf=90.0%), Magnitude=-1.29% (Conf=48.3918%)
[2025-12-01T20:51:16.108772] [INFO ] [main      ] Fetching symbol history for CHCO...
[2025-12-01T20:51:16.108825] [DEBUG] [REMOTE    ] CHCO: Fetching historical data.
[2025-12-01T20:51:16.109653] [INFO ] [main      ] Progress: 248/769 forecasts completed (32.2%). ASML finished in 0.8s. ETA: 1m 26s. Rate: 363.38 forecasts/min
[2025-12-01T20:51:16.120743] [DEBUG] [REMOTE    ] CHCO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:16.121858] [DEBUG] [LOCAL     ] Loaded configuration for CHCO: 5 features, N/A% accuracy
[2025-12-01T20:51:16.121910] [INFO ] [LOCAL     ] CHCO: Loaded 5 optimal features with 56.18% confidence from JSON config
[2025-12-01T20:51:16.121942] [DEBUG] [MAG       ] Building data for symbol: CHCO with lookback: 0
[2025-12-01T20:51:16.122729] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:16.122788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:16.123651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:51:16.124309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:51:16.125357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:51:16.129748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-01T20:51:16.131115] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:16.228367] [DEBUG] [MAG       ] NTB: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:16.298607] [DEBUG] [MAG       ] KTB: Last date is validated at 2025-12-01
[2025-12-01T20:51:16.318986] [INFO ] [LOCAL     ] NTB: Saved forecast.
[2025-12-01T20:51:16.319050] [INFO ] [main      ] NTB: Signal=1 (Conf=90.0%), Magnitude=1.08% (Conf=47.8289%)
[2025-12-01T20:51:16.319403] [INFO ] [main      ] Fetching symbol history for NCLH...
[2025-12-01T20:51:16.319461] [DEBUG] [REMOTE    ] NCLH: Fetching historical data.
[2025-12-01T20:51:16.320648] [INFO ] [main      ] Progress: 249/769 forecasts completed (32.4%). NTB finished in 0.6s. ETA: 1m 26s. Rate: 362.97 forecasts/min
[2025-12-01T20:51:16.332210] [DEBUG] [REMOTE    ] NCLH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:16.333247] [DEBUG] [LOCAL     ] Loaded configuration for NCLH: 10 features, N/A% accuracy
[2025-12-01T20:51:16.333304] [INFO ] [LOCAL     ] NCLH: Loaded 10 optimal features with 46.17% confidence from JSON config
[2025-12-01T20:51:16.333337] [DEBUG] [MAG       ] Building data for symbol: NCLH with lookback: 0
[2025-12-01T20:51:16.334163] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-01T20:51:16.334223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:16.335876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:16.336367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:16.336755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:16.337501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:51:16.338183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:16.338672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:51:16.339692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:51:16.341260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:51:16.342280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-01T20:51:16.342933] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:16.389707] [DEBUG] [MAG       ] STKL: Last date is validated at 2025-12-01
[2025-12-01T20:51:16.463246] [DEBUG] [MAG       ] CHCO: Last date is validated at 2025-12-01
[2025-12-01T20:51:16.464418] [DEBUG] [MAG       ] KTB: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:16.566644] [DEBUG] [MAG       ] STKL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:16.574449] [INFO ] [LOCAL     ] KTB: Saved forecast.
[2025-12-01T20:51:16.574510] [INFO ] [main      ] KTB: Signal=1 (Conf=90.0%), Magnitude=2.89% (Conf=48.3931%)
[2025-12-01T20:51:16.574867] [INFO ] [main      ] Fetching symbol history for ERIE...
[2025-12-01T20:51:16.574917] [DEBUG] [REMOTE    ] ERIE: Fetching historical data.
[2025-12-01T20:51:16.576645] [INFO ] [main      ] Progress: 250/769 forecasts completed (32.5%). KTB finished in 0.8s. ETA: 1m 26s. Rate: 362.18 forecasts/min
[2025-12-01T20:51:16.585775] [DEBUG] [REMOTE    ] ERIE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:16.586714] [DEBUG] [LOCAL     ] Loaded configuration for ERIE: 3 features, N/A% accuracy
[2025-12-01T20:51:16.586765] [INFO ] [LOCAL     ] ERIE: Loaded 3 optimal features with 63.09% confidence from JSON config
[2025-12-01T20:51:16.586795] [DEBUG] [MAG       ] Building data for symbol: ERIE with lookback: 0
[2025-12-01T20:51:16.587534] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:16.587609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:16.588286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:16.628421] [DEBUG] [MAG       ] CHCO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:16.631933] [INFO ] [LOCAL     ] STKL: Saved forecast.
[2025-12-01T20:51:16.631999] [INFO ] [main      ] STKL: Signal=1 (Conf=90.0%), Magnitude=-4.67% (Conf=52.909%)
[2025-12-01T20:51:16.632363] [INFO ] [main      ] Progress: 251/769 forecasts completed (32.6%). STKL finished in 0.8s. ETA: 1m 26s. Rate: 363.14 forecasts/min
[2025-12-01T20:51:16.632494] [INFO ] [main      ] Fetching symbol history for MBWM...
[2025-12-01T20:51:16.632537] [DEBUG] [REMOTE    ] MBWM: Fetching historical data.
[2025-12-01T20:51:16.635622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:51:16.636900] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:16.643985] [DEBUG] [REMOTE    ] MBWM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:16.645099] [DEBUG] [LOCAL     ] Loaded configuration for MBWM: 0 features, N/A% accuracy
[2025-12-01T20:51:16.645161] [INFO ] [LOCAL     ] MBWM: Loaded 0 optimal features with 46.87% confidence from JSON config
[2025-12-01T20:51:16.645193] [DEBUG] [MAG       ] Building data for symbol: MBWM with lookback: 0
[2025-12-01T20:51:16.646016] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-01T20:51:16.676617] [DEBUG] [MAG       ] NCLH: Last date is validated at 2025-12-01
[2025-12-01T20:51:16.730418] [INFO ] [LOCAL     ] CHCO: Saved forecast.
[2025-12-01T20:51:16.730491] [INFO ] [main      ] CHCO: Signal=1 (Conf=90.0%), Magnitude=-0.34% (Conf=56.1825%)
[2025-12-01T20:51:16.730843] [INFO ] [main      ] Fetching symbol history for SENEA...
[2025-12-01T20:51:16.730894] [DEBUG] [REMOTE    ] SENEA: Fetching historical data.
[2025-12-01T20:51:16.732645] [INFO ] [main      ] Progress: 252/769 forecasts completed (32.8%). CHCO finished in 0.6s. ETA: 1m 25s. Rate: 363.71 forecasts/min
[2025-12-01T20:51:16.743402] [DEBUG] [REMOTE    ] SENEA: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:16.744226] [DEBUG] [LOCAL     ] Loaded configuration for SENEA: 1 features, N/A% accuracy
[2025-12-01T20:51:16.744274] [INFO ] [LOCAL     ] SENEA: Loaded 1 optimal features with 47.06% confidence from JSON config
[2025-12-01T20:51:16.744303] [DEBUG] [MAG       ] Building data for symbol: SENEA with lookback: 0
[2025-12-01T20:51:16.745063] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:51:16.745118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:16.749790] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:16.839602] [DEBUG] [MAG       ] NCLH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:16.921356] [INFO ] [LOCAL     ] NCLH: Saved forecast.
[2025-12-01T20:51:16.921419] [INFO ] [main      ] NCLH: Signal=1 (Conf=90.0%), Magnitude=-3.36% (Conf=46.1699%)
[2025-12-01T20:51:16.921765] [INFO ] [main      ] Fetching symbol history for BROS...
[2025-12-01T20:51:16.921815] [DEBUG] [REMOTE    ] BROS: Fetching historical data.
[2025-12-01T20:51:16.922656] [INFO ] [main      ] Progress: 253/769 forecasts completed (32.9%). NCLH finished in 0.6s. ETA: 1m 25s. Rate: 363.49 forecasts/min
[2025-12-01T20:51:16.934453] [DEBUG] [REMOTE    ] BROS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:16.935677] [DEBUG] [LOCAL     ] Loaded configuration for BROS: 10 features, N/A% accuracy
[2025-12-01T20:51:16.935735] [INFO ] [LOCAL     ] BROS: Loaded 10 optimal features with 51.07% confidence from JSON config
[2025-12-01T20:51:16.935765] [DEBUG] [MAG       ] Building data for symbol: BROS with lookback: 0
[2025-12-01T20:51:16.936512] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-01T20:51:16.936606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:16.941222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:51:16.942264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:16.943965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:16.944416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:51:16.945410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:51:16.947065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-01T20:51:16.947755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-01T20:51:16.948461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:51:16.949587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-01T20:51:16.955427] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:16.966383] [DEBUG] [MAG       ] ERIE: Last date is validated at 2025-12-01
[2025-12-01T20:51:16.974181] [DEBUG] [MAG       ] MBWM: Last date is validated at 2025-12-01
[2025-12-01T20:51:17.082147] [DEBUG] [MAG       ] SENEA: Last date is validated at 2025-12-01
[2025-12-01T20:51:17.132408] [DEBUG] [MAG       ] ERIE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:17.139181] [DEBUG] [MAG       ] MBWM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:17.220120] [INFO ] [LOCAL     ] MBWM: Saved forecast.
[2025-12-01T20:51:17.220185] [INFO ] [main      ] MBWM: Signal=1 (Conf=90.0%), Magnitude=0.90% (Conf=46.8737%)
[2025-12-01T20:51:17.220336] [INFO ] [main      ] Fetching symbol history for HSBC...
[2025-12-01T20:51:17.220379] [DEBUG] [REMOTE    ] HSBC: Fetching historical data.
[2025-12-01T20:51:17.221033] [INFO ] [main      ] Progress: 254/769 forecasts completed (33.0%). MBWM finished in 0.6s. ETA: 1m 25s. Rate: 362.34 forecasts/min
[2025-12-01T20:51:17.232017] [DEBUG] [REMOTE    ] HSBC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:17.232959] [DEBUG] [LOCAL     ] Loaded configuration for HSBC: 2 features, N/A% accuracy
[2025-12-01T20:51:17.233011] [INFO ] [LOCAL     ] HSBC: Loaded 2 optimal features with 66.30% confidence from JSON config
[2025-12-01T20:51:17.233042] [DEBUG] [MAG       ] Building data for symbol: HSBC with lookback: 0
[2025-12-01T20:51:17.233837] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:17.233893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:17.238569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:17.246112] [DEBUG] [MAG       ] SENEA: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:17.265467] [INFO ] [LOCAL     ] ERIE: Saved forecast.
[2025-12-01T20:51:17.265530] [INFO ] [main      ] ERIE: Signal=1 (Conf=90.0%), Magnitude=-1.39% (Conf=63.0898%)
[2025-12-01T20:51:17.265861] [INFO ] [main      ] Fetching symbol history for CCNE...
[2025-12-01T20:51:17.265911] [DEBUG] [REMOTE    ] CCNE: Fetching historical data.
[2025-12-01T20:51:17.266654] [INFO ] [main      ] Progress: 255/769 forecasts completed (33.2%). ERIE finished in 0.7s. ETA: 1m 25s. Rate: 363.37 forecasts/min
[2025-12-01T20:51:17.277288] [DEBUG] [REMOTE    ] CCNE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:17.278454] [DEBUG] [LOCAL     ] Loaded configuration for CCNE: 3 features, N/A% accuracy
[2025-12-01T20:51:17.278507] [INFO ] [LOCAL     ] CCNE: Loaded 3 optimal features with 54.34% confidence from JSON config
[2025-12-01T20:51:17.278539] [DEBUG] [MAG       ] Building data for symbol: CCNE with lookback: 0
[2025-12-01T20:51:17.279361] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:17.279431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:17.281209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:17.281762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:17.282151] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:17.290333] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:17.293069] [DEBUG] [MAG       ] BROS: Last date is validated at 2025-12-01
[2025-12-01T20:51:17.335564] [INFO ] [LOCAL     ] SENEA: Saved forecast.
[2025-12-01T20:51:17.335653] [INFO ] [main      ] SENEA: Signal=1 (Conf=90.0%), Magnitude=3.50% (Conf=47.06%)
[2025-12-01T20:51:17.336068] [INFO ] [main      ] Fetching symbol history for PMVP...
[2025-12-01T20:51:17.336118] [DEBUG] [REMOTE    ] PMVP: Fetching historical data.
[2025-12-01T20:51:17.336657] [INFO ] [main      ] Progress: 256/769 forecasts completed (33.3%). SENEA finished in 0.6s. ETA: 1m 25s. Rate: 364.19 forecasts/min
[2025-12-01T20:51:17.349408] [DEBUG] [REMOTE    ] PMVP: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:17.350345] [DEBUG] [LOCAL     ] Loaded configuration for PMVP: 7 features, N/A% accuracy
[2025-12-01T20:51:17.350398] [INFO ] [LOCAL     ] PMVP: Loaded 7 optimal features with 34.01% confidence from JSON config
[2025-12-01T20:51:17.350462] [DEBUG] [MAG       ] Building data for symbol: PMVP with lookback: 0
[2025-12-01T20:51:17.351223] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:51:17.351281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:17.355915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:17.357629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:17.358087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:17.358503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:17.359223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:51:17.359837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:51:17.362358] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:17.462811] [DEBUG] [MAG       ] BROS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:17.594648] [INFO ] [LOCAL     ] BROS: Saved forecast.
[2025-12-01T20:51:17.594714] [INFO ] [main      ] BROS: Signal=1 (Conf=90.0%), Magnitude=-2.09% (Conf=51.0686%)
[2025-12-01T20:51:17.595069] [INFO ] [main      ] Fetching symbol history for VFC...
[2025-12-01T20:51:17.595121] [DEBUG] [REMOTE    ] VFC: Fetching historical data.
[2025-12-01T20:51:17.595653] [INFO ] [main      ] Progress: 257/769 forecasts completed (33.4%). BROS finished in 0.7s. ETA: 1m 25s. Rate: 363.38 forecasts/min
[2025-12-01T20:51:17.608395] [DEBUG] [REMOTE    ] VFC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:17.609338] [DEBUG] [LOCAL     ] Loaded configuration for VFC: 3 features, N/A% accuracy
[2025-12-01T20:51:17.609395] [INFO ] [LOCAL     ] VFC: Loaded 3 optimal features with 42.54% confidence from JSON config
[2025-12-01T20:51:17.609427] [DEBUG] [MAG       ] Building data for symbol: VFC with lookback: 0
[2025-12-01T20:51:17.610260] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:17.610321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:17.615206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:17.616215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:17.618248] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:17.624842] [DEBUG] [MAG       ] CCNE: Last date is validated at 2025-12-01
[2025-12-01T20:51:17.644220] [DEBUG] [MAG       ] HSBC: Last date is validated at 2025-12-01
[2025-12-01T20:51:17.701110] [DEBUG] [MAG       ] PMVP: Last date is validated at 2025-12-01
[2025-12-01T20:51:17.790134] [DEBUG] [MAG       ] CCNE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:17.806901] [DEBUG] [MAG       ] HSBC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:17.859686] [INFO ] [LOCAL     ] CCNE: Saved forecast.
[2025-12-01T20:51:17.859749] [INFO ] [main      ] CCNE: Signal=1 (Conf=90.0%), Magnitude=-1.19% (Conf=54.3409%)
[2025-12-01T20:51:17.860102] [INFO ] [main      ] Fetching symbol history for CPNG...
[2025-12-01T20:51:17.860150] [DEBUG] [REMOTE    ] CPNG: Fetching historical data.
[2025-12-01T20:51:17.860132] [INFO ] [main      ] Progress: 258/769 forecasts completed (33.6%). CCNE finished in 0.6s. ETA: 1m 25s. Rate: 362.53 forecasts/min
[2025-12-01T20:51:17.869922] [DEBUG] [MAG       ] PMVP: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:17.871264] [DEBUG] [REMOTE    ] CPNG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:17.872316] [DEBUG] [LOCAL     ] Loaded configuration for CPNG: 5 features, N/A% accuracy
[2025-12-01T20:51:17.872365] [INFO ] [LOCAL     ] CPNG: Loaded 5 optimal features with 59.36% confidence from JSON config
[2025-12-01T20:51:17.872396] [DEBUG] [MAG       ] Building data for symbol: CPNG with lookback: 0
[2025-12-01T20:51:17.873162] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:17.873229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:17.877921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:17.879693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:17.880147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:17.880925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-01T20:51:17.881597] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:17.901628] [INFO ] [LOCAL     ] HSBC: Saved forecast.
[2025-12-01T20:51:17.901693] [INFO ] [main      ] HSBC: Signal=1 (Conf=90.0%), Magnitude=1.79% (Conf=66.3005%)
[2025-12-01T20:51:17.901848] [INFO ] [main      ] Fetching symbol history for KOP...
[2025-12-01T20:51:17.901891] [DEBUG] [REMOTE    ] KOP: Fetching historical data.
[2025-12-01T20:51:17.903289] [INFO ] [main      ] Progress: 259/769 forecasts completed (33.7%). HSBC finished in 0.7s. ETA: 1m 24s. Rate: 363.57 forecasts/min
[2025-12-01T20:51:17.913098] [DEBUG] [REMOTE    ] KOP: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:17.914306] [DEBUG] [LOCAL     ] Loaded configuration for KOP: 3 features, N/A% accuracy
[2025-12-01T20:51:17.914356] [INFO ] [LOCAL     ] KOP: Loaded 3 optimal features with 63.51% confidence from JSON config
[2025-12-01T20:51:17.914388] [DEBUG] [MAG       ] Building data for symbol: KOP with lookback: 0
[2025-12-01T20:51:17.915188] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:17.915246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:17.920129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:17.921099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-01T20:51:17.921804] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:17.928722] [INFO ] [LOCAL     ] PMVP: Saved forecast.
[2025-12-01T20:51:17.928789] [INFO ] [main      ] PMVP: Signal=1 (Conf=90.0%), Magnitude=-0.41% (Conf=34.0092%)
[2025-12-01T20:51:17.929114] [INFO ] [main      ] Fetching symbol history for USVM...
[2025-12-01T20:51:17.929163] [DEBUG] [REMOTE    ] USVM: Fetching historical data.
[2025-12-01T20:51:17.929650] [INFO ] [main      ] Progress: 260/769 forecasts completed (33.8%). PMVP finished in 0.6s. ETA: 1m 24s. Rate: 364.75 forecasts/min
[2025-12-01T20:51:17.940930] [DEBUG] [REMOTE    ] USVM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:17.942028] [DEBUG] [LOCAL     ] Loaded configuration for USVM: 4 features, N/A% accuracy
[2025-12-01T20:51:17.942080] [INFO ] [LOCAL     ] USVM: Loaded 4 optimal features with 65.69% confidence from JSON config
[2025-12-01T20:51:17.942110] [DEBUG] [MAG       ] Building data for symbol: USVM with lookback: 0
[2025-12-01T20:51:17.942883] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:17.942941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:17.944566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:17.945075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:51:17.946077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:51:17.946689] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:17.969558] [DEBUG] [MAG       ] VFC: Last date is validated at 2025-12-01
[2025-12-01T20:51:18.141016] [DEBUG] [MAG       ] VFC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:18.214830] [DEBUG] [MAG       ] CPNG: Last date is validated at 2025-12-01
[2025-12-01T20:51:18.226464] [INFO ] [LOCAL     ] VFC: Saved forecast.
[2025-12-01T20:51:18.226536] [INFO ] [main      ] VFC: Signal=1 (Conf=90.0%), Magnitude=-8.93% (Conf=42.5431%)
[2025-12-01T20:51:18.227042] [INFO ] [main      ] Fetching symbol history for EB...
[2025-12-01T20:51:18.227110] [DEBUG] [REMOTE    ] EB: Fetching historical data.
[2025-12-01T20:51:18.227661] [INFO ] [main      ] Progress: 261/769 forecasts completed (33.9%). VFC finished in 0.6s. ETA: 1m 24s. Rate: 363.62 forecasts/min
[2025-12-01T20:51:18.243238] [DEBUG] [REMOTE    ] EB: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:18.244511] [DEBUG] [LOCAL     ] Loaded configuration for EB: 2 features, N/A% accuracy
[2025-12-01T20:51:18.244600] [INFO ] [LOCAL     ] EB: Loaded 2 optimal features with 56.41% confidence from JSON config
[2025-12-01T20:51:18.244641] [DEBUG] [MAG       ] Building data for symbol: EB with lookback: 0
[2025-12-01T20:51:18.245718] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:18.245777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:18.270172] [DEBUG] [MAG       ] KOP: Last date is validated at 2025-12-01
[2025-12-01T20:51:18.282000] [DEBUG] [MAG       ] USVM: Last date is validated at 2025-12-01
[2025-12-01T20:51:18.286990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:51:18.365317] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:18.383475] [DEBUG] [MAG       ] CPNG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:18.438766] [DEBUG] [MAG       ] KOP: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:18.445818] [DEBUG] [MAG       ] USVM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:18.462626] [INFO ] [LOCAL     ] CPNG: Saved forecast.
[2025-12-01T20:51:18.462691] [INFO ] [main      ] CPNG: Signal=1 (Conf=90.0%), Magnitude=-3.92% (Conf=59.3556%)
[2025-12-01T20:51:18.463024] [INFO ] [main      ] Fetching symbol history for AMAL...
[2025-12-01T20:51:18.463073] [DEBUG] [REMOTE    ] AMAL: Fetching historical data.
[2025-12-01T20:51:18.463502] [INFO ] [main      ] Progress: 262/769 forecasts completed (34.1%). CPNG finished in 0.6s. ETA: 1m 24s. Rate: 363.02 forecasts/min
[2025-12-01T20:51:18.474803] [DEBUG] [REMOTE    ] AMAL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:18.475786] [DEBUG] [LOCAL     ] Loaded configuration for AMAL: 8 features, N/A% accuracy
[2025-12-01T20:51:18.475849] [INFO ] [LOCAL     ] AMAL: Loaded 8 optimal features with 50.30% confidence from JSON config
[2025-12-01T20:51:18.475879] [DEBUG] [MAG       ] Building data for symbol: AMAL with lookback: 0
[2025-12-01T20:51:18.476658] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:51:18.476718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:18.478364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:18.478922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:18.479295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:18.481554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:51:18.482760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:51:18.517651] [INFO ] [LOCAL     ] KOP: Saved forecast.
[2025-12-01T20:51:18.517715] [INFO ] [main      ] KOP: Signal=1 (Conf=90.0%), Magnitude=0.93% (Conf=63.5111%)
[2025-12-01T20:51:18.517868] [INFO ] [main      ] Fetching symbol history for LTC...
[2025-12-01T20:51:18.517911] [DEBUG] [REMOTE    ] LTC: Fetching historical data.
[2025-12-01T20:51:18.518858] [INFO ] [main      ] Progress: 263/769 forecasts completed (34.2%). KOP finished in 0.6s. ETA: 1m 23s. Rate: 363.95 forecasts/min
[2025-12-01T20:51:18.530129] [DEBUG] [REMOTE    ] LTC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:18.531037] [DEBUG] [LOCAL     ] Loaded configuration for LTC: 6 features, N/A% accuracy
[2025-12-01T20:51:18.531088] [INFO ] [LOCAL     ] LTC: Loaded 6 optimal features with 50.72% confidence from JSON config
[2025-12-01T20:51:18.531118] [DEBUG] [MAG       ] Building data for symbol: LTC with lookback: 0
[2025-12-01T20:51:18.531926] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:18.531984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:18.533180] [INFO ] [LOCAL     ] USVM: Saved forecast.
[2025-12-01T20:51:18.533246] [INFO ] [main      ] USVM: Signal=1 (Conf=90.0%), Magnitude=0.27% (Conf=65.6887%)
[2025-12-01T20:51:18.533604] [INFO ] [main      ] Fetching symbol history for DORM...
[2025-12-01T20:51:18.533656] [DEBUG] [REMOTE    ] DORM: Fetching historical data.
[2025-12-01T20:51:18.533664] [INFO ] [main      ] Progress: 264/769 forecasts completed (34.3%). USVM finished in 0.6s. ETA: 1m 23s. Rate: 365.20 forecasts/min
[2025-12-01T20:51:18.536894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:18.538668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:18.539138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:18.541929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:18.545509] [DEBUG] [REMOTE    ] DORM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:18.546547] [DEBUG] [LOCAL     ] Loaded configuration for DORM: 6 features, N/A% accuracy
[2025-12-01T20:51:18.546618] [INFO ] [LOCAL     ] DORM: Loaded 6 optimal features with 63.38% confidence from JSON config
[2025-12-01T20:51:18.546651] [DEBUG] [MAG       ] Building data for symbol: DORM with lookback: 0
[2025-12-01T20:51:18.547408] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:18.547474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:18.549210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:18.549747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:18.550177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:18.550643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:51:18.551288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-01T20:51:18.552416] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:18.557762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:51:18.560378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-01T20:51:18.562431] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:18.654879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-01T20:51:18.657283] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:18.704706] [DEBUG] [MAG       ] EB: Last date is validated at 2025-12-01
[2025-12-01T20:51:18.869792] [DEBUG] [MAG       ] EB: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:18.884738] [DEBUG] [MAG       ] DORM: Last date is validated at 2025-12-01
[2025-12-01T20:51:18.890090] [DEBUG] [MAG       ] AMAL: Last date is validated at 2025-12-01
[2025-12-01T20:51:18.923891] [INFO ] [LOCAL     ] EB: Saved forecast.
[2025-12-01T20:51:18.923956] [INFO ] [main      ] EB: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=56.4107%)
[2025-12-01T20:51:18.924386] [INFO ] [main      ] Fetching symbol history for FLWS...
[2025-12-01T20:51:18.924437] [DEBUG] [REMOTE    ] FLWS: Fetching historical data.
[2025-12-01T20:51:18.924667] [INFO ] [main      ] Progress: 265/769 forecasts completed (34.5%). EB finished in 0.7s. ETA: 1m 23s. Rate: 363.31 forecasts/min
[2025-12-01T20:51:18.936847] [DEBUG] [REMOTE    ] FLWS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:18.937777] [DEBUG] [LOCAL     ] Loaded configuration for FLWS: 5 features, N/A% accuracy
[2025-12-01T20:51:18.937832] [INFO ] [LOCAL     ] FLWS: Loaded 5 optimal features with 51.67% confidence from JSON config
[2025-12-01T20:51:18.937862] [DEBUG] [MAG       ] Building data for symbol: FLWS with lookback: 0
[2025-12-01T20:51:18.938653] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:18.938711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:18.943454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:18.945172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:18.945659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:51:18.948202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-01T20:51:18.949563] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:18.995002] [DEBUG] [MAG       ] LTC: Last date is validated at 2025-12-01
[2025-12-01T20:51:19.051352] [DEBUG] [MAG       ] DORM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:19.056311] [DEBUG] [MAG       ] AMAL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:19.138997] [INFO ] [LOCAL     ] AMAL: Saved forecast.
[2025-12-01T20:51:19.139061] [INFO ] [main      ] AMAL: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=50.2965%)
[2025-12-01T20:51:19.142708] [INFO ] [main      ] Fetching symbol history for GAIN...
[2025-12-01T20:51:19.142759] [DEBUG] [REMOTE    ] GAIN: Fetching historical data.
[2025-12-01T20:51:19.143666] [INFO ] [main      ] Progress: 266/769 forecasts completed (34.6%). AMAL finished in 0.7s. ETA: 1m 23s. Rate: 362.87 forecasts/min
[2025-12-01T20:51:19.154267] [DEBUG] [REMOTE    ] GAIN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:19.155148] [DEBUG] [LOCAL     ] Loaded configuration for GAIN: 7 features, N/A% accuracy
[2025-12-01T20:51:19.155197] [INFO ] [LOCAL     ] GAIN: Loaded 7 optimal features with 73.67% confidence from JSON config
[2025-12-01T20:51:19.155227] [DEBUG] [MAG       ] Building data for symbol: GAIN with lookback: 0
[2025-12-01T20:51:19.155992] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:51:19.156051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:19.160749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:19.162441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:19.162920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:19.163762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:51:19.165624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-01T20:51:19.167894] [DEBUG] [MAG       ] LTC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:19.169398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-01T20:51:19.170750] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:19.242411] [INFO ] [LOCAL     ] LTC: Saved forecast.
[2025-12-01T20:51:19.242497] [INFO ] [main      ] LTC: Signal=1 (Conf=90.0%), Magnitude=1.35% (Conf=50.7224%)
[2025-12-01T20:51:19.242709] [INFO ] [main      ] Fetching symbol history for PAGS...
[2025-12-01T20:51:19.242771] [DEBUG] [REMOTE    ] PAGS: Fetching historical data.
[2025-12-01T20:51:19.243838] [INFO ] [main      ] Progress: 267/769 forecasts completed (34.7%). LTC finished in 0.7s. ETA: 1m 23s. Rate: 363.40 forecasts/min
[2025-12-01T20:51:19.254634] [DEBUG] [REMOTE    ] PAGS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:19.255456] [DEBUG] [LOCAL     ] Loaded configuration for PAGS: 3 features, N/A% accuracy
[2025-12-01T20:51:19.255507] [INFO ] [LOCAL     ] PAGS: Loaded 3 optimal features with 47.31% confidence from JSON config
[2025-12-01T20:51:19.255537] [DEBUG] [MAG       ] Building data for symbol: PAGS with lookback: 0
[2025-12-01T20:51:19.256368] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:19.256428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:19.258142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:19.258683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:19.287045] [DEBUG] [MAG       ] FLWS: Last date is validated at 2025-12-01
[2025-12-01T20:51:19.322804] [INFO ] [LOCAL     ] DORM: Saved forecast.
[2025-12-01T20:51:19.322872] [INFO ] [main      ] DORM: Signal=1 (Conf=90.0%), Magnitude=-2.10% (Conf=63.3836%)
[2025-12-01T20:51:19.323224] [INFO ] [main      ] Fetching symbol history for AGX...
[2025-12-01T20:51:19.323274] [DEBUG] [REMOTE    ] AGX: Fetching historical data.
[2025-12-01T20:51:19.323640] [INFO ] [main      ] Progress: 268/769 forecasts completed (34.9%). DORM finished in 0.8s. ETA: 1m 23s. Rate: 364.11 forecasts/min
[2025-12-01T20:51:19.338348] [DEBUG] [REMOTE    ] AGX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:19.339307] [DEBUG] [LOCAL     ] Loaded configuration for AGX: 6 features, N/A% accuracy
[2025-12-01T20:51:19.339365] [INFO ] [LOCAL     ] AGX: Loaded 6 optimal features with 59.73% confidence from JSON config
[2025-12-01T20:51:19.339742] [DEBUG] [MAG       ] Building data for symbol: AGX with lookback: 0
[2025-12-01T20:51:19.340514] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:19.340590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:19.342267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:19.342781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:19.343163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:19.344836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:51:19.345945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-01T20:51:19.346621] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:19.367306] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:19.454865] [DEBUG] [MAG       ] FLWS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:19.501130] [DEBUG] [MAG       ] GAIN: Last date is validated at 2025-12-01
[2025-12-01T20:51:19.590468] [INFO ] [LOCAL     ] FLWS: Saved forecast.
[2025-12-01T20:51:19.590541] [INFO ] [main      ] FLWS: Signal=1 (Conf=90.0%), Magnitude=-1.65% (Conf=51.6714%)
[2025-12-01T20:51:19.591017] [INFO ] [main      ] Fetching symbol history for AMLX...
[2025-12-01T20:51:19.591070] [DEBUG] [REMOTE    ] AMLX: Fetching historical data.
[2025-12-01T20:51:19.591034] [INFO ] [main      ] Progress: 269/769 forecasts completed (35.0%). FLWS finished in 0.7s. ETA: 1m 23s. Rate: 363.27 forecasts/min
[2025-12-01T20:51:19.604746] [DEBUG] [REMOTE    ] AMLX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:19.605651] [DEBUG] [LOCAL     ] Loaded configuration for AMLX: 4 features, N/A% accuracy
[2025-12-01T20:51:19.605702] [INFO ] [LOCAL     ] AMLX: Loaded 4 optimal features with 61.30% confidence from JSON config
[2025-12-01T20:51:19.605734] [DEBUG] [MAG       ] Building data for symbol: AMLX with lookback: 0
[2025-12-01T20:51:19.606487] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:19.606557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:19.608235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:19.608802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:51:19.610777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-01T20:51:19.611951] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:19.668954] [DEBUG] [MAG       ] GAIN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:19.689227] [DEBUG] [MAG       ] AGX: Last date is validated at 2025-12-01
[2025-12-01T20:51:19.709515] [DEBUG] [MAG       ] PAGS: Last date is validated at 2025-12-01
[2025-12-01T20:51:19.737948] [INFO ] [LOCAL     ] GAIN: Saved forecast.
[2025-12-01T20:51:19.738017] [INFO ] [main      ] GAIN: Signal=1 (Conf=90.0%), Magnitude=-0.07% (Conf=73.6705%)
[2025-12-01T20:51:19.738448] [INFO ] [main      ] Fetching symbol history for BGRN...
[2025-12-01T20:51:19.738500] [DEBUG] [REMOTE    ] BGRN: Fetching historical data.
[2025-12-01T20:51:19.739378] [INFO ] [main      ] Progress: 270/769 forecasts completed (35.1%). GAIN finished in 0.6s. ETA: 1m 22s. Rate: 363.40 forecasts/min
[2025-12-01T20:51:19.750257] [DEBUG] [REMOTE    ] BGRN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:19.751231] [DEBUG] [LOCAL     ] Loaded configuration for BGRN: 3 features, N/A% accuracy
[2025-12-01T20:51:19.751282] [INFO ] [LOCAL     ] BGRN: Loaded 3 optimal features with 54.95% confidence from JSON config
[2025-12-01T20:51:19.751314] [DEBUG] [MAG       ] Building data for symbol: BGRN with lookback: 0
[2025-12-01T20:51:19.752102] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:19.752161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:19.752885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:51:19.754869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:51:19.770047] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:19.864120] [DEBUG] [MAG       ] AGX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:19.882982] [DEBUG] [MAG       ] PAGS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:19.945818] [INFO ] [LOCAL     ] PAGS: Saved forecast.
[2025-12-01T20:51:19.945891] [INFO ] [main      ] PAGS: Signal=1 (Conf=90.0%), Magnitude=1.62% (Conf=47.3066%)
[2025-12-01T20:51:19.946262] [INFO ] [main      ] Fetching symbol history for FC...
[2025-12-01T20:51:19.946312] [DEBUG] [REMOTE    ] FC: Fetching historical data.
[2025-12-01T20:51:19.946791] [INFO ] [main      ] Progress: 271/769 forecasts completed (35.2%). PAGS finished in 0.7s. ETA: 1m 22s. Rate: 363.06 forecasts/min
[2025-12-01T20:51:19.947180] [DEBUG] [MAG       ] AMLX: Last date is validated at 2025-12-01
[2025-12-01T20:51:19.958810] [DEBUG] [REMOTE    ] FC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:19.959833] [DEBUG] [LOCAL     ] Loaded configuration for FC: 3 features, N/A% accuracy
[2025-12-01T20:51:19.959899] [INFO ] [LOCAL     ] FC: Loaded 3 optimal features with 61.96% confidence from JSON config
[2025-12-01T20:51:19.959932] [DEBUG] [MAG       ] Building data for symbol: FC with lookback: 0
[2025-12-01T20:51:19.960796] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:19.960857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:19.962559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:19.963075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:51:19.964415] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:20.009840] [INFO ] [LOCAL     ] AGX: Saved forecast.
[2025-12-01T20:51:20.009908] [INFO ] [main      ] AGX: Signal=1 (Conf=90.0%), Magnitude=1.91% (Conf=59.7344%)
[2025-12-01T20:51:20.010345] [INFO ] [main      ] Fetching symbol history for SANM...
[2025-12-01T20:51:20.010397] [DEBUG] [REMOTE    ] SANM: Fetching historical data.
[2025-12-01T20:51:20.010638] [INFO ] [main      ] Progress: 272/769 forecasts completed (35.4%). AGX finished in 0.7s. ETA: 1m 22s. Rate: 363.88 forecasts/min
[2025-12-01T20:51:20.023606] [DEBUG] [REMOTE    ] SANM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:20.024648] [DEBUG] [LOCAL     ] Loaded configuration for SANM: 6 features, N/A% accuracy
[2025-12-01T20:51:20.024708] [INFO ] [LOCAL     ] SANM: Loaded 6 optimal features with 46.81% confidence from JSON config
[2025-12-01T20:51:20.024739] [DEBUG] [MAG       ] Building data for symbol: SANM with lookback: 0
[2025-12-01T20:51:20.025731] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:20.025798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:20.027628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:20.028145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:20.028618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:20.067672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:20.068884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:51:20.070167] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:20.103375] [DEBUG] [MAG       ] BGRN: Last date is validated at 2025-12-01
[2025-12-01T20:51:20.112077] [DEBUG] [MAG       ] AMLX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:20.179468] [INFO ] [LOCAL     ] AMLX: Saved forecast.
[2025-12-01T20:51:20.179538] [INFO ] [main      ] AMLX: Signal=1 (Conf=90.0%), Magnitude=-2.44% (Conf=61.2954%)
[2025-12-01T20:51:20.179713] [INFO ] [main      ] Fetching symbol history for DJCO...
[2025-12-01T20:51:20.179758] [DEBUG] [REMOTE    ] DJCO: Fetching historical data.
[2025-12-01T20:51:20.181417] [INFO ] [main      ] Progress: 273/769 forecasts completed (35.5%). AMLX finished in 0.6s. ETA: 1m 22s. Rate: 363.83 forecasts/min
[2025-12-01T20:51:20.192201] [DEBUG] [REMOTE    ] DJCO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:20.193303] [DEBUG] [LOCAL     ] Loaded configuration for DJCO: 4 features, N/A% accuracy
[2025-12-01T20:51:20.193352] [INFO ] [LOCAL     ] DJCO: Loaded 4 optimal features with 58.58% confidence from JSON config
[2025-12-01T20:51:20.193381] [DEBUG] [MAG       ] Building data for symbol: DJCO with lookback: 0
[2025-12-01T20:51:20.194157] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:20.194214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:20.198905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:20.199692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:20.202012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:51:20.202954] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:20.266166] [DEBUG] [MAG       ] BGRN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:20.305853] [DEBUG] [MAG       ] FC: Last date is validated at 2025-12-01
[2025-12-01T20:51:20.325768] [INFO ] [LOCAL     ] BGRN: Saved forecast.
[2025-12-01T20:51:20.325833] [INFO ] [main      ] BGRN: Signal=1 (Conf=90.0%), Magnitude=-0.24% (Conf=54.9535%)
[2025-12-01T20:51:20.326164] [INFO ] [main      ] Fetching symbol history for SRI...
[2025-12-01T20:51:20.326213] [DEBUG] [REMOTE    ] SRI: Fetching historical data.
[2025-12-01T20:51:20.326660] [INFO ] [main      ] Progress: 274/769 forecasts completed (35.6%). BGRN finished in 0.6s. ETA: 1m 22s. Rate: 363.99 forecasts/min
[2025-12-01T20:51:20.339605] [DEBUG] [REMOTE    ] SRI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:20.340723] [DEBUG] [LOCAL     ] Loaded configuration for SRI: 5 features, N/A% accuracy
[2025-12-01T20:51:20.340776] [INFO ] [LOCAL     ] SRI: Loaded 5 optimal features with 48.84% confidence from JSON config
[2025-12-01T20:51:20.340807] [DEBUG] [MAG       ] Building data for symbol: SRI with lookback: 0
[2025-12-01T20:51:20.341810] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:20.341869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:20.344191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:20.345823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:20.383900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:51:20.386036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:51:20.404220] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:20.409029] [DEBUG] [MAG       ] SANM: Last date is validated at 2025-12-01
[2025-12-01T20:51:20.479355] [DEBUG] [MAG       ] FC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:20.536916] [DEBUG] [MAG       ] DJCO: Last date is validated at 2025-12-01
[2025-12-01T20:51:20.564168] [INFO ] [LOCAL     ] FC: Saved forecast.
[2025-12-01T20:51:20.564232] [INFO ] [main      ] FC: Signal=1 (Conf=90.0%), Magnitude=-0.24% (Conf=61.961%)
[2025-12-01T20:51:20.564638] [INFO ] [main      ] Fetching symbol history for DTIL...
[2025-12-01T20:51:20.564694] [DEBUG] [REMOTE    ] DTIL: Fetching historical data.
[2025-12-01T20:51:20.564661] [INFO ] [main      ] Progress: 275/769 forecasts completed (35.8%). FC finished in 0.6s. ETA: 1m 22s. Rate: 363.40 forecasts/min
[2025-12-01T20:51:20.576031] [DEBUG] [REMOTE    ] DTIL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:20.577030] [DEBUG] [MAG       ] SANM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:20.577117] [DEBUG] [LOCAL     ] Loaded configuration for DTIL: 2 features, N/A% accuracy
[2025-12-01T20:51:20.577181] [INFO ] [LOCAL     ] DTIL: Loaded 2 optimal features with 55.74% confidence from JSON config
[2025-12-01T20:51:20.577220] [DEBUG] [MAG       ] Building data for symbol: DTIL with lookback: 0
[2025-12-01T20:51:20.578088] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:20.578147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:20.583338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:51:20.584597] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:20.703286] [DEBUG] [MAG       ] DJCO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:20.712520] [INFO ] [LOCAL     ] SANM: Saved forecast.
[2025-12-01T20:51:20.712608] [INFO ] [main      ] SANM: Signal=1 (Conf=90.0%), Magnitude=-4.31% (Conf=46.8081%)
[2025-12-01T20:51:20.712949] [INFO ] [main      ] Fetching symbol history for GRND...
[2025-12-01T20:51:20.713000] [DEBUG] [REMOTE    ] GRND: Fetching historical data.
[2025-12-01T20:51:20.714650] [INFO ] [main      ] Progress: 276/769 forecasts completed (35.9%). SANM finished in 0.7s. ETA: 1m 21s. Rate: 363.52 forecasts/min
[2025-12-01T20:51:20.727022] [DEBUG] [REMOTE    ] GRND: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:20.728236] [DEBUG] [LOCAL     ] Loaded configuration for GRND: 2 features, N/A% accuracy
[2025-12-01T20:51:20.728287] [INFO ] [LOCAL     ] GRND: Loaded 2 optimal features with 53.74% confidence from JSON config
[2025-12-01T20:51:20.728343] [DEBUG] [MAG       ] Building data for symbol: GRND with lookback: 0
[2025-12-01T20:51:20.729149] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:20.729208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:20.733888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:51:20.734922] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:20.737058] [DEBUG] [MAG       ] SRI: Last date is validated at 2025-12-01
[2025-12-01T20:51:20.862409] [INFO ] [LOCAL     ] DJCO: Saved forecast.
[2025-12-01T20:51:20.862470] [INFO ] [main      ] DJCO: Signal=1 (Conf=90.0%), Magnitude=-2.07% (Conf=58.5776%)
[2025-12-01T20:51:20.862821] [INFO ] [main      ] Progress: 277/769 forecasts completed (36.0%). DJCO finished in 0.7s. ETA: 1m 21s. Rate: 363.66 forecasts/min
[2025-12-01T20:51:20.862943] [INFO ] [main      ] Fetching symbol history for AVB...
[2025-12-01T20:51:20.862984] [DEBUG] [REMOTE    ] AVB: Fetching historical data.
[2025-12-01T20:51:20.876775] [DEBUG] [REMOTE    ] AVB: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:20.877781] [DEBUG] [LOCAL     ] Loaded configuration for AVB: 5 features, N/A% accuracy
[2025-12-01T20:51:20.877835] [INFO ] [LOCAL     ] AVB: Loaded 5 optimal features with 64.11% confidence from JSON config
[2025-12-01T20:51:20.877875] [DEBUG] [MAG       ] Building data for symbol: AVB with lookback: 0
[2025-12-01T20:51:20.878668] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:20.878725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:20.883443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:20.885246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:20.886081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:20.886458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:20.887313] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:20.907105] [DEBUG] [MAG       ] SRI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:20.916134] [DEBUG] [MAG       ] DTIL: Last date is validated at 2025-12-01
[2025-12-01T20:51:20.981913] [INFO ] [LOCAL     ] SRI: Saved forecast.
[2025-12-01T20:51:20.981976] [INFO ] [main      ] SRI: Signal=1 (Conf=90.0%), Magnitude=2.32% (Conf=48.8376%)
[2025-12-01T20:51:20.982324] [INFO ] [main      ] Fetching symbol history for TBB...
[2025-12-01T20:51:20.982372] [DEBUG] [REMOTE    ] TBB: Fetching historical data.
[2025-12-01T20:51:20.983670] [INFO ] [main      ] Progress: 278/769 forecasts completed (36.2%). SRI finished in 0.7s. ETA: 1m 21s. Rate: 364.01 forecasts/min
[2025-12-01T20:51:20.995504] [DEBUG] [REMOTE    ] TBB: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:20.996650] [DEBUG] [LOCAL     ] Loaded configuration for TBB: 7 features, N/A% accuracy
[2025-12-01T20:51:20.996703] [INFO ] [LOCAL     ] TBB: Loaded 7 optimal features with 56.08% confidence from JSON config
[2025-12-01T20:51:20.996733] [DEBUG] [MAG       ] Building data for symbol: TBB with lookback: 0
[2025-12-01T20:51:20.997596] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:51:20.997657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:21.002514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:21.004677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:21.005375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:21.005970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:21.006828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:21.009284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:51:21.010019] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:21.068134] [DEBUG] [MAG       ] GRND: Last date is validated at 2025-12-01
[2025-12-01T20:51:21.080522] [DEBUG] [MAG       ] DTIL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:21.142760] [INFO ] [LOCAL     ] DTIL: Saved forecast.
[2025-12-01T20:51:21.142826] [INFO ] [main      ] DTIL: Signal=1 (Conf=90.0%), Magnitude=-9.59% (Conf=55.7434%)
[2025-12-01T20:51:21.142986] [INFO ] [main      ] Fetching symbol history for AMZD...
[2025-12-01T20:51:21.143030] [DEBUG] [REMOTE    ] AMZD: Fetching historical data.
[2025-12-01T20:51:21.144300] [INFO ] [main      ] Progress: 279/769 forecasts completed (36.3%). DTIL finished in 0.6s. ETA: 1m 21s. Rate: 364.04 forecasts/min
[2025-12-01T20:51:21.154646] [DEBUG] [REMOTE    ] AMZD: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:21.155719] [DEBUG] [LOCAL     ] Loaded configuration for AMZD: 9 features, N/A% accuracy
[2025-12-01T20:51:21.155770] [INFO ] [LOCAL     ] AMZD: Loaded 9 optimal features with 56.97% confidence from JSON config
[2025-12-01T20:51:21.155800] [DEBUG] [MAG       ] Building data for symbol: AMZD with lookback: 0
[2025-12-01T20:51:21.156567] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:51:21.156647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:21.161368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:21.163183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:21.163677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:21.164130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:21.164517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:21.165270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:21.166074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:21.220443] [DEBUG] [MAG       ] AVB: Last date is validated at 2025-12-01
[2025-12-01T20:51:21.235165] [DEBUG] [MAG       ] GRND: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:21.275429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:51:21.277767] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:21.308656] [INFO ] [LOCAL     ] GRND: Saved forecast.
[2025-12-01T20:51:21.308734] [INFO ] [main      ] GRND: Signal=1 (Conf=90.0%), Magnitude=-0.22% (Conf=53.7369%)
[2025-12-01T20:51:21.309066] [INFO ] [main      ] Fetching symbol history for SAFE...
[2025-12-01T20:51:21.309118] [DEBUG] [REMOTE    ] SAFE: Fetching historical data.
[2025-12-01T20:51:21.309651] [INFO ] [main      ] Progress: 280/769 forecasts completed (36.4%). GRND finished in 0.6s. ETA: 1m 21s. Rate: 364.04 forecasts/min
[2025-12-01T20:51:21.322116] [DEBUG] [REMOTE    ] SAFE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:21.323121] [DEBUG] [LOCAL     ] Loaded configuration for SAFE: 3 features, N/A% accuracy
[2025-12-01T20:51:21.323173] [INFO ] [LOCAL     ] SAFE: Loaded 3 optimal features with 54.64% confidence from JSON config
[2025-12-01T20:51:21.323206] [DEBUG] [MAG       ] Building data for symbol: SAFE with lookback: 0
[2025-12-01T20:51:21.323983] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:21.324042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:21.328901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:51:21.330144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-01T20:51:21.332497] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:21.345976] [DEBUG] [MAG       ] TBB: Last date is validated at 2025-12-01
[2025-12-01T20:51:21.386800] [DEBUG] [MAG       ] AVB: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:21.492605] [INFO ] [LOCAL     ] AVB: Saved forecast.
[2025-12-01T20:51:21.492670] [INFO ] [main      ] AVB: Signal=1 (Conf=90.0%), Magnitude=-0.24% (Conf=64.1105%)
[2025-12-01T20:51:21.492821] [INFO ] [main      ] Fetching symbol history for HSAI...
[2025-12-01T20:51:21.492864] [DEBUG] [REMOTE    ] HSAI: Fetching historical data.
[2025-12-01T20:51:21.493665] [INFO ] [main      ] Progress: 281/769 forecasts completed (36.5%). AVB finished in 0.6s. ETA: 1m 20s. Rate: 363.89 forecasts/min
[2025-12-01T20:51:21.505558] [DEBUG] [REMOTE    ] HSAI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:21.506657] [DEBUG] [LOCAL     ] Loaded configuration for HSAI: 2 features, N/A% accuracy
[2025-12-01T20:51:21.506707] [INFO ] [LOCAL     ] HSAI: Loaded 2 optimal features with 63.94% confidence from JSON config
[2025-12-01T20:51:21.506738] [DEBUG] [MAG       ] Building data for symbol: HSAI with lookback: 0
[2025-12-01T20:51:21.507476] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:21.507532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:21.508397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:21.512209] [DEBUG] [MAG       ] TBB: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:21.548393] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:21.573912] [INFO ] [LOCAL     ] TBB: Saved forecast.
[2025-12-01T20:51:21.573974] [INFO ] [main      ] TBB: Signal=1 (Conf=90.0%), Magnitude=0.29% (Conf=56.0761%)
[2025-12-01T20:51:21.574334] [INFO ] [main      ] Progress: 282/769 forecasts completed (36.7%). TBB finished in 0.6s. ETA: 1m 20s. Rate: 364.55 forecasts/min
[2025-12-01T20:51:21.574455] [INFO ] [main      ] Fetching symbol history for EKSO...
[2025-12-01T20:51:21.574495] [DEBUG] [REMOTE    ] EKSO: Fetching historical data.
[2025-12-01T20:51:21.587317] [DEBUG] [REMOTE    ] EKSO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:21.588427] [DEBUG] [LOCAL     ] Loaded configuration for EKSO: 1 features, N/A% accuracy
[2025-12-01T20:51:21.588478] [INFO ] [LOCAL     ] EKSO: Loaded 1 optimal features with 62.40% confidence from JSON config
[2025-12-01T20:51:21.588509] [DEBUG] [MAG       ] Building data for symbol: EKSO with lookback: 0
[2025-12-01T20:51:21.589302] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:51:21.592349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:21.597139] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:21.611670] [DEBUG] [MAG       ] AMZD: Last date is validated at 2025-12-01
[2025-12-01T20:51:21.666551] [DEBUG] [MAG       ] SAFE: Last date is validated at 2025-12-01
[2025-12-01T20:51:21.781994] [DEBUG] [MAG       ] AMZD: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:21.832030] [DEBUG] [MAG       ] SAFE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:21.853384] [INFO ] [LOCAL     ] AMZD: Saved forecast.
[2025-12-01T20:51:21.853456] [INFO ] [main      ] AMZD: Signal=1 (Conf=90.0%), Magnitude=-1.86% (Conf=56.9688%)
[2025-12-01T20:51:21.853825] [INFO ] [main      ] Fetching symbol history for AMPL...
[2025-12-01T20:51:21.853874] [DEBUG] [REMOTE    ] AMPL: Fetching historical data.
[2025-12-01T20:51:21.855654] [INFO ] [main      ] Progress: 283/769 forecasts completed (36.8%). AMZD finished in 0.7s. ETA: 1m 20s. Rate: 363.64 forecasts/min
[2025-12-01T20:51:21.865499] [DEBUG] [REMOTE    ] AMPL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:21.866408] [DEBUG] [LOCAL     ] Loaded configuration for AMPL: 3 features, N/A% accuracy
[2025-12-01T20:51:21.866460] [INFO ] [LOCAL     ] AMPL: Loaded 3 optimal features with 54.27% confidence from JSON config
[2025-12-01T20:51:21.866491] [DEBUG] [MAG       ] Building data for symbol: AMPL with lookback: 0
[2025-12-01T20:51:21.867734] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:21.867793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:21.872664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:21.874379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:51:21.882612] [DEBUG] [MAG       ] HSAI: Last date is validated at 2025-12-01
[2025-12-01T20:51:21.889687] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:21.903584] [INFO ] [LOCAL     ] SAFE: Saved forecast.
[2025-12-01T20:51:21.903651] [INFO ] [main      ] SAFE: Signal=1 (Conf=90.0%), Magnitude=-4.25% (Conf=54.6429%)
[2025-12-01T20:51:21.904008] [INFO ] [main      ] Fetching symbol history for BRZE...
[2025-12-01T20:51:21.904057] [DEBUG] [REMOTE    ] BRZE: Fetching historical data.
[2025-12-01T20:51:21.905626] [INFO ] [main      ] Progress: 284/769 forecasts completed (36.9%). SAFE finished in 0.6s. ETA: 1m 20s. Rate: 364.53 forecasts/min
[2025-12-01T20:51:21.917160] [DEBUG] [REMOTE    ] BRZE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:21.918072] [DEBUG] [LOCAL     ] Loaded configuration for BRZE: 6 features, N/A% accuracy
[2025-12-01T20:51:21.918123] [INFO ] [LOCAL     ] BRZE: Loaded 6 optimal features with 56.40% confidence from JSON config
[2025-12-01T20:51:21.918164] [DEBUG] [MAG       ] Building data for symbol: BRZE with lookback: 0
[2025-12-01T20:51:21.919004] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:21.919063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:21.923754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:21.925419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:21.926174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:51:21.927423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-01T20:51:21.928640] [DEBUG] [MAG       ] EKSO: Last date is validated at 2025-12-01
[2025-12-01T20:51:21.929791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-01T20:51:21.931156] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:22.048712] [DEBUG] [MAG       ] HSAI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:22.092513] [DEBUG] [MAG       ] EKSO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:22.132120] [INFO ] [LOCAL     ] HSAI: Saved forecast.
[2025-12-01T20:51:22.132199] [INFO ] [main      ] HSAI: Signal=1 (Conf=90.0%), Magnitude=8.08% (Conf=63.9359%)
[2025-12-01T20:51:22.132538] [INFO ] [main      ] Fetching symbol history for STKH...
[2025-12-01T20:51:22.132611] [DEBUG] [REMOTE    ] STKH: Fetching historical data.
[2025-12-01T20:51:22.132566] [INFO ] [main      ] Progress: 285/769 forecasts completed (37.1%). HSAI finished in 0.6s. ETA: 1m 20s. Rate: 364.05 forecasts/min
[2025-12-01T20:51:22.145094] [DEBUG] [REMOTE    ] STKH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:22.146216] [DEBUG] [LOCAL     ] Loaded configuration for STKH: 5 features, N/A% accuracy
[2025-12-01T20:51:22.146269] [INFO ] [LOCAL     ] STKH: Loaded 5 optimal features with 33.49% confidence from JSON config
[2025-12-01T20:51:22.146302] [DEBUG] [MAG       ] Building data for symbol: STKH with lookback: 0
[2025-12-01T20:51:22.147088] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:22.147147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:22.151982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:22.153822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:22.154335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:22.154792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:22.155540] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:22.162145] [INFO ] [LOCAL     ] EKSO: Saved forecast.
[2025-12-01T20:51:22.162207] [INFO ] [main      ] EKSO: Signal=1 (Conf=90.0%), Magnitude=-1.77% (Conf=62.4031%)
[2025-12-01T20:51:22.162651] [INFO ] [main      ] Fetching symbol history for SUPN...
[2025-12-01T20:51:22.162697] [DEBUG] [REMOTE    ] SUPN: Fetching historical data.
[2025-12-01T20:51:22.162558] [INFO ] [main      ] Progress: 286/769 forecasts completed (37.2%). EKSO finished in 0.6s. ETA: 1m 19s. Rate: 365.09 forecasts/min
[2025-12-01T20:51:22.175193] [DEBUG] [REMOTE    ] SUPN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:22.176382] [DEBUG] [LOCAL     ] Loaded configuration for SUPN: 9 features, N/A% accuracy
[2025-12-01T20:51:22.176432] [INFO ] [LOCAL     ] SUPN: Loaded 9 optimal features with 54.04% confidence from JSON config
[2025-12-01T20:51:22.176461] [DEBUG] [MAG       ] Building data for symbol: SUPN with lookback: 0
[2025-12-01T20:51:22.177221] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:51:22.177281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:22.181875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:22.183602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:22.184120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:22.184498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:22.185208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:22.221660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-01T20:51:22.223177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-01T20:51:22.223848] [DEBUG] [MAG       ] AMPL: Last date is validated at 2025-12-01
[2025-12-01T20:51:22.225777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-01T20:51:22.227345] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:22.262808] [DEBUG] [MAG       ] BRZE: Last date is validated at 2025-12-01
[2025-12-01T20:51:22.388668] [DEBUG] [MAG       ] AMPL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:22.425935] [DEBUG] [MAG       ] BRZE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:22.458688] [INFO ] [LOCAL     ] AMPL: Saved forecast.
[2025-12-01T20:51:22.458751] [INFO ] [main      ] AMPL: Signal=1 (Conf=90.0%), Magnitude=-1.28% (Conf=54.2686%)
[2025-12-01T20:51:22.458903] [INFO ] [main      ] Fetching symbol history for SKLZ...
[2025-12-01T20:51:22.458948] [DEBUG] [REMOTE    ] SKLZ: Fetching historical data.
[2025-12-01T20:51:22.460647] [INFO ] [main      ] Progress: 287/769 forecasts completed (37.3%). AMPL finished in 0.6s. ETA: 1m 19s. Rate: 364.06 forecasts/min
[2025-12-01T20:51:22.472794] [DEBUG] [REMOTE    ] SKLZ: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:22.473672] [DEBUG] [LOCAL     ] Loaded configuration for SKLZ: 2 features, N/A% accuracy
[2025-12-01T20:51:22.473730] [INFO ] [LOCAL     ] SKLZ: Loaded 2 optimal features with 44.88% confidence from JSON config
[2025-12-01T20:51:22.473762] [DEBUG] [MAG       ] Building data for symbol: SKLZ with lookback: 0
[2025-12-01T20:51:22.474532] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:22.474618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:22.479407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:22.480385] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:22.492544] [DEBUG] [MAG       ] STKH: Last date is validated at 2025-12-01
[2025-12-01T20:51:22.514564] [INFO ] [LOCAL     ] BRZE: Saved forecast.
[2025-12-01T20:51:22.514648] [INFO ] [main      ] BRZE: Signal=1 (Conf=90.0%), Magnitude=-2.12% (Conf=56.3953%)
[2025-12-01T20:51:22.515262] [INFO ] [main      ] Fetching symbol history for CGON...
[2025-12-01T20:51:22.515310] [DEBUG] [REMOTE    ] CGON: Fetching historical data.
[2025-12-01T20:51:22.516122] [INFO ] [main      ] Progress: 288/769 forecasts completed (37.5%). BRZE finished in 0.6s. ETA: 1m 19s. Rate: 364.90 forecasts/min
[2025-12-01T20:51:22.529835] [DEBUG] [REMOTE    ] CGON: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:22.530762] [DEBUG] [LOCAL     ] Loaded configuration for CGON: 1 features, N/A% accuracy
[2025-12-01T20:51:22.530813] [INFO ] [LOCAL     ] CGON: Loaded 1 optimal features with 49.72% confidence from JSON config
[2025-12-01T20:51:22.530844] [DEBUG] [MAG       ] Building data for symbol: CGON with lookback: 0
[2025-12-01T20:51:22.531636] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:51:22.531690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:22.533983] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:22.556757] [DEBUG] [MAG       ] SUPN: Last date is validated at 2025-12-01
[2025-12-01T20:51:22.658123] [DEBUG] [MAG       ] STKH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:22.722986] [DEBUG] [MAG       ] SUPN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:22.772785] [INFO ] [LOCAL     ] STKH: Saved forecast.
[2025-12-01T20:51:22.772847] [INFO ] [main      ] STKH: Signal=1 (Conf=90.0%), Magnitude=-34.20% (Conf=33.4887%)
[2025-12-01T20:51:22.773179] [INFO ] [main      ] Fetching symbol history for ASA...
[2025-12-01T20:51:22.773228] [DEBUG] [REMOTE    ] ASA: Fetching historical data.
[2025-12-01T20:51:22.773233] [INFO ] [main      ] Progress: 289/769 forecasts completed (37.6%). STKH finished in 0.6s. ETA: 1m 19s. Rate: 364.19 forecasts/min
[2025-12-01T20:51:22.785658] [DEBUG] [REMOTE    ] ASA: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:22.786795] [DEBUG] [LOCAL     ] Loaded configuration for ASA: 8 features, N/A% accuracy
[2025-12-01T20:51:22.786848] [INFO ] [LOCAL     ] ASA: Loaded 8 optimal features with 56.00% confidence from JSON config
[2025-12-01T20:51:22.786879] [DEBUG] [MAG       ] Building data for symbol: ASA with lookback: 0
[2025-12-01T20:51:22.787639] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:51:22.787699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:22.789356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:22.789895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:22.790319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:22.791233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:22.816084] [DEBUG] [MAG       ] SKLZ: Last date is validated at 2025-12-01
[2025-12-01T20:51:22.820492] [INFO ] [LOCAL     ] SUPN: Saved forecast.
[2025-12-01T20:51:22.820592] [INFO ] [main      ] SUPN: Signal=1 (Conf=90.0%), Magnitude=-0.52% (Conf=54.0423%)
[2025-12-01T20:51:22.820958] [INFO ] [main      ] Progress: 290/769 forecasts completed (37.7%). SUPN finished in 0.7s. ETA: 1m 19s. Rate: 365.08 forecasts/min
[2025-12-01T20:51:22.821128] [INFO ] [main      ] Fetching symbol history for CVEO...
[2025-12-01T20:51:22.821174] [DEBUG] [REMOTE    ] CVEO: Fetching historical data.
[2025-12-01T20:51:22.833705] [DEBUG] [REMOTE    ] CVEO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:22.834632] [DEBUG] [LOCAL     ] Loaded configuration for CVEO: 2 features, N/A% accuracy
[2025-12-01T20:51:22.834686] [INFO ] [LOCAL     ] CVEO: Loaded 2 optimal features with 53.43% confidence from JSON config
[2025-12-01T20:51:22.834717] [DEBUG] [MAG       ] Building data for symbol: CVEO with lookback: 0
[2025-12-01T20:51:22.835459] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:22.835515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:22.840199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:22.841133] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:22.861474] [DEBUG] [MAG       ] CGON: Last date is validated at 2025-12-01
[2025-12-01T20:51:22.899005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:51:22.900108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:51:22.900733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-01T20:51:22.903411] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:22.981521] [DEBUG] [MAG       ] SKLZ: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:23.024591] [DEBUG] [MAG       ] CGON: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:23.042383] [INFO ] [LOCAL     ] SKLZ: Saved forecast.
[2025-12-01T20:51:23.042446] [INFO ] [main      ] SKLZ: Signal=1 (Conf=90.0%), Magnitude=0.29% (Conf=44.8838%)
[2025-12-01T20:51:23.042790] [INFO ] [main      ] Fetching symbol history for GSHD...
[2025-12-01T20:51:23.042839] [DEBUG] [REMOTE    ] GSHD: Fetching historical data.
[2025-12-01T20:51:23.044041] [INFO ] [main      ] Progress: 291/769 forecasts completed (37.8%). SKLZ finished in 0.6s. ETA: 1m 19s. Rate: 364.64 forecasts/min
[2025-12-01T20:51:23.055458] [DEBUG] [REMOTE    ] GSHD: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:23.056469] [DEBUG] [LOCAL     ] Loaded configuration for GSHD: 5 features, N/A% accuracy
[2025-12-01T20:51:23.056524] [INFO ] [LOCAL     ] GSHD: Loaded 5 optimal features with 66.09% confidence from JSON config
[2025-12-01T20:51:23.056555] [DEBUG] [MAG       ] Building data for symbol: GSHD with lookback: 0
[2025-12-01T20:51:23.057321] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:23.057378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:23.059040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:23.059537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:23.107516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:51:23.109415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:51:23.110391] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:23.120831] [INFO ] [LOCAL     ] CGON: Saved forecast.
[2025-12-01T20:51:23.120894] [INFO ] [main      ] CGON: Signal=1 (Conf=90.0%), Magnitude=1.50% (Conf=49.7247%)
[2025-12-01T20:51:23.121241] [INFO ] [main      ] Fetching symbol history for SLN...
[2025-12-01T20:51:23.121289] [DEBUG] [REMOTE    ] SLN: Fetching historical data.
[2025-12-01T20:51:23.121621] [INFO ] [main      ] Progress: 292/769 forecasts completed (38.0%). CGON finished in 0.6s. ETA: 1m 18s. Rate: 365.30 forecasts/min
[2025-12-01T20:51:23.133495] [DEBUG] [REMOTE    ] SLN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:23.134557] [DEBUG] [LOCAL     ] Loaded configuration for SLN: 4 features, N/A% accuracy
[2025-12-01T20:51:23.134625] [INFO ] [LOCAL     ] SLN: Loaded 4 optimal features with 48.35% confidence from JSON config
[2025-12-01T20:51:23.134656] [DEBUG] [MAG       ] Building data for symbol: SLN with lookback: 0
[2025-12-01T20:51:23.135381] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:23.135437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:23.137078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:23.137552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:23.137986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:23.140300] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:23.168539] [DEBUG] [MAG       ] CVEO: Last date is validated at 2025-12-01
[2025-12-01T20:51:23.231620] [DEBUG] [MAG       ] ASA: Last date is validated at 2025-12-01
[2025-12-01T20:51:23.332592] [DEBUG] [MAG       ] CVEO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:23.396233] [DEBUG] [MAG       ] ASA: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:23.410321] [INFO ] [LOCAL     ] CVEO: Saved forecast.
[2025-12-01T20:51:23.410392] [INFO ] [main      ] CVEO: Signal=1 (Conf=90.0%), Magnitude=-0.40% (Conf=53.4251%)
[2025-12-01T20:51:23.410774] [INFO ] [main      ] Progress: 293/769 forecasts completed (38.1%). CVEO finished in 0.6s. ETA: 1m 18s. Rate: 364.35 forecasts/min
[2025-12-01T20:51:23.411054] [INFO ] [main      ] Fetching symbol history for VGSH...
[2025-12-01T20:51:23.411097] [DEBUG] [REMOTE    ] VGSH: Fetching historical data.
[2025-12-01T20:51:23.423738] [DEBUG] [REMOTE    ] VGSH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:23.424980] [DEBUG] [LOCAL     ] Loaded configuration for VGSH: 1 features, N/A% accuracy
[2025-12-01T20:51:23.425031] [INFO ] [LOCAL     ] VGSH: Loaded 1 optimal features with 23.69% confidence from JSON config
[2025-12-01T20:51:23.425062] [DEBUG] [MAG       ] Building data for symbol: VGSH with lookback: 0
[2025-12-01T20:51:23.425820] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:51:23.425875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:23.426564] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:23.441321] [DEBUG] [MAG       ] GSHD: Last date is validated at 2025-12-01
[2025-12-01T20:51:23.468964] [DEBUG] [MAG       ] SLN: Last date is validated at 2025-12-01
[2025-12-01T20:51:23.486018] [INFO ] [LOCAL     ] ASA: Saved forecast.
[2025-12-01T20:51:23.486082] [INFO ] [main      ] ASA: Signal=1 (Conf=90.0%), Magnitude=-0.34% (Conf=55.9998%)
[2025-12-01T20:51:23.486239] [INFO ] [main      ] Fetching symbol history for SDA...
[2025-12-01T20:51:23.486283] [DEBUG] [REMOTE    ] SDA: Fetching historical data.
[2025-12-01T20:51:23.486846] [INFO ] [main      ] Progress: 294/769 forecasts completed (38.2%). ASA finished in 0.7s. ETA: 1m 18s. Rate: 365.02 forecasts/min
[2025-12-01T20:51:23.499624] [DEBUG] [REMOTE    ] SDA: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:23.500598] [DEBUG] [LOCAL     ] Loaded configuration for SDA: 2 features, N/A% accuracy
[2025-12-01T20:51:23.500660] [INFO ] [LOCAL     ] SDA: Loaded 2 optimal features with 52.26% confidence from JSON config
[2025-12-01T20:51:23.500699] [DEBUG] [MAG       ] Building data for symbol: SDA with lookback: 0
[2025-12-01T20:51:23.501476] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:23.501542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:23.506384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:51:23.508467] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:23.610857] [DEBUG] [MAG       ] GSHD: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:23.632837] [DEBUG] [MAG       ] SLN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:23.703259] [INFO ] [LOCAL     ] SLN: Saved forecast.
[2025-12-01T20:51:23.703321] [INFO ] [main      ] SLN: Signal=1 (Conf=90.0%), Magnitude=-6.93% (Conf=48.352%)
[2025-12-01T20:51:23.703670] [INFO ] [main      ] Fetching symbol history for HPI...
[2025-12-01T20:51:23.703720] [DEBUG] [REMOTE    ] HPI: Fetching historical data.
[2025-12-01T20:51:23.705014] [INFO ] [main      ] Progress: 295/769 forecasts completed (38.4%). SLN finished in 0.6s. ETA: 1m 18s. Rate: 364.62 forecasts/min
[2025-12-01T20:51:23.716503] [DEBUG] [REMOTE    ] HPI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:23.717612] [DEBUG] [LOCAL     ] Loaded configuration for HPI: 3 features, N/A% accuracy
[2025-12-01T20:51:23.717662] [INFO ] [LOCAL     ] HPI: Loaded 3 optimal features with 47.14% confidence from JSON config
[2025-12-01T20:51:23.717692] [DEBUG] [MAG       ] Building data for symbol: HPI with lookback: 0
[2025-12-01T20:51:23.718454] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:23.718512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:23.719478] [INFO ] [LOCAL     ] GSHD: Saved forecast.
[2025-12-01T20:51:23.719549] [INFO ] [main      ] GSHD: Signal=1 (Conf=90.0%), Magnitude=4.15% (Conf=66.095%)
[2025-12-01T20:51:23.719949] [INFO ] [main      ] Fetching symbol history for ELME...
[2025-12-01T20:51:23.719998] [DEBUG] [REMOTE    ] ELME: Fetching historical data.
[2025-12-01T20:51:23.721620] [INFO ] [main      ] Progress: 296/769 forecasts completed (38.5%). GSHD finished in 0.7s. ETA: 1m 18s. Rate: 365.73 forecasts/min
[2025-12-01T20:51:23.723705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:51:23.724967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:51:23.726216] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:23.735373] [DEBUG] [REMOTE    ] ELME: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:23.736242] [DEBUG] [LOCAL     ] Loaded configuration for ELME: 5 features, N/A% accuracy
[2025-12-01T20:51:23.736291] [INFO ] [LOCAL     ] ELME: Loaded 5 optimal features with 51.44% confidence from JSON config
[2025-12-01T20:51:23.736331] [DEBUG] [MAG       ] Building data for symbol: ELME with lookback: 0
[2025-12-01T20:51:23.737139] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:23.737200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:23.738937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:23.739425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:23.739872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:23.759899] [DEBUG] [MAG       ] VGSH: Last date is validated at 2025-12-01
[2025-12-01T20:51:23.844315] [DEBUG] [MAG       ] SDA: Last date is validated at 2025-12-01
[2025-12-01T20:51:23.853105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:23.891441] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:23.923147] [DEBUG] [MAG       ] VGSH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:23.973162] [INFO ] [LOCAL     ] VGSH: Saved forecast.
[2025-12-01T20:51:23.973228] [INFO ] [main      ] VGSH: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=23.6865%)
[2025-12-01T20:51:23.973599] [INFO ] [main      ] Progress: 297/769 forecasts completed (38.6%). VGSH finished in 0.6s. ETA: 1m 18s. Rate: 365.07 forecasts/min
[2025-12-01T20:51:23.973729] [INFO ] [main      ] Fetching symbol history for PX...
[2025-12-01T20:51:23.973771] [DEBUG] [REMOTE    ] PX: Fetching historical data.
[2025-12-01T20:51:23.987197] [DEBUG] [REMOTE    ] PX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:23.988223] [DEBUG] [LOCAL     ] Loaded configuration for PX: 5 features, N/A% accuracy
[2025-12-01T20:51:23.988273] [INFO ] [LOCAL     ] PX: Loaded 5 optimal features with 54.06% confidence from JSON config
[2025-12-01T20:51:23.988304] [DEBUG] [MAG       ] Building data for symbol: PX with lookback: 0
[2025-12-01T20:51:23.989127] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:23.989186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:23.993933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:23.994727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:51:23.997362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-01T20:51:24.001123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-01T20:51:24.003825] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:24.012753] [DEBUG] [MAG       ] SDA: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:24.057999] [DEBUG] [MAG       ] HPI: Last date is validated at 2025-12-01
[2025-12-01T20:51:24.083618] [INFO ] [LOCAL     ] SDA: Saved forecast.
[2025-12-01T20:51:24.083684] [INFO ] [main      ] SDA: Signal=1 (Conf=90.0%), Magnitude=-1.81% (Conf=52.2565%)
[2025-12-01T20:51:24.084022] [INFO ] [main      ] Fetching symbol history for KBWD...
[2025-12-01T20:51:24.084071] [DEBUG] [REMOTE    ] KBWD: Fetching historical data.
[2025-12-01T20:51:24.084651] [INFO ] [main      ] Progress: 298/769 forecasts completed (38.8%). SDA finished in 0.6s. ETA: 1m 17s. Rate: 365.47 forecasts/min
[2025-12-01T20:51:24.097091] [DEBUG] [REMOTE    ] KBWD: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:24.097971] [DEBUG] [LOCAL     ] Loaded configuration for KBWD: 3 features, N/A% accuracy
[2025-12-01T20:51:24.098028] [INFO ] [LOCAL     ] KBWD: Loaded 3 optimal features with 61.77% confidence from JSON config
[2025-12-01T20:51:24.098060] [DEBUG] [MAG       ] Building data for symbol: KBWD with lookback: 0
[2025-12-01T20:51:24.099241] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:24.099302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:24.100061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:24.100938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:24.103425] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:24.225172] [DEBUG] [MAG       ] HPI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:24.229048] [DEBUG] [MAG       ] ELME: Last date is validated at 2025-12-01
[2025-12-01T20:51:24.282997] [INFO ] [LOCAL     ] HPI: Saved forecast.
[2025-12-01T20:51:24.283063] [INFO ] [main      ] HPI: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=47.1354%)
[2025-12-01T20:51:24.283408] [INFO ] [main      ] Fetching symbol history for DIN...
[2025-12-01T20:51:24.283458] [DEBUG] [REMOTE    ] DIN: Fetching historical data.
[2025-12-01T20:51:24.283656] [INFO ] [main      ] Progress: 299/769 forecasts completed (38.9%). HPI finished in 0.6s. ETA: 1m 17s. Rate: 365.21 forecasts/min
[2025-12-01T20:51:24.296821] [DEBUG] [REMOTE    ] DIN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:24.297898] [DEBUG] [LOCAL     ] Loaded configuration for DIN: 7 features, N/A% accuracy
[2025-12-01T20:51:24.297952] [INFO ] [LOCAL     ] DIN: Loaded 7 optimal features with 54.31% confidence from JSON config
[2025-12-01T20:51:24.297983] [DEBUG] [MAG       ] Building data for symbol: DIN with lookback: 0
[2025-12-01T20:51:24.298819] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:51:24.298880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:24.303719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:24.305452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:24.305951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:24.306336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:24.334203] [DEBUG] [MAG       ] PX: Last date is validated at 2025-12-01
[2025-12-01T20:51:24.399862] [DEBUG] [MAG       ] ELME: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:24.419172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:51:24.422472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:51:24.436568] [DEBUG] [MAG       ] KBWD: Last date is validated at 2025-12-01
[2025-12-01T20:51:24.441438] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:24.462959] [INFO ] [LOCAL     ] ELME: Saved forecast.
[2025-12-01T20:51:24.463025] [INFO ] [main      ] ELME: Signal=1 (Conf=90.0%), Magnitude=0.22% (Conf=51.4368%)
[2025-12-01T20:51:24.463177] [INFO ] [main      ] Fetching symbol history for HYXF...
[2025-12-01T20:51:24.463218] [DEBUG] [REMOTE    ] HYXF: Fetching historical data.
[2025-12-01T20:51:24.464671] [INFO ] [main      ] Progress: 300/769 forecasts completed (39.0%). ELME finished in 0.7s. ETA: 1m 17s. Rate: 365.08 forecasts/min
[2025-12-01T20:51:24.477326] [DEBUG] [REMOTE    ] HYXF: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:24.478395] [DEBUG] [LOCAL     ] Loaded configuration for HYXF: 4 features, N/A% accuracy
[2025-12-01T20:51:24.478452] [INFO ] [LOCAL     ] HYXF: Loaded 4 optimal features with 41.59% confidence from JSON config
[2025-12-01T20:51:24.478483] [DEBUG] [MAG       ] Building data for symbol: HYXF with lookback: 0
[2025-12-01T20:51:24.479271] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:24.479331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:24.484047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:24.484861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:51:24.486840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:24.488683] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:24.498699] [DEBUG] [MAG       ] PX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:24.569890] [INFO ] [LOCAL     ] PX: Saved forecast.
[2025-12-01T20:51:24.569954] [INFO ] [main      ] PX: Signal=1 (Conf=90.0%), Magnitude=-1.94% (Conf=54.0617%)
[2025-12-01T20:51:24.570278] [INFO ] [main      ] Fetching symbol history for CMI...
[2025-12-01T20:51:24.570327] [DEBUG] [REMOTE    ] CMI: Fetching historical data.
[2025-12-01T20:51:24.570665] [INFO ] [main      ] Progress: 301/769 forecasts completed (39.1%). PX finished in 0.6s. ETA: 1m 17s. Rate: 365.51 forecasts/min
[2025-12-01T20:51:24.583299] [DEBUG] [REMOTE    ] CMI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:24.584430] [DEBUG] [LOCAL     ] Loaded configuration for CMI: 5 features, N/A% accuracy
[2025-12-01T20:51:24.584483] [INFO ] [LOCAL     ] CMI: Loaded 5 optimal features with 57.39% confidence from JSON config
[2025-12-01T20:51:24.584518] [DEBUG] [MAG       ] Building data for symbol: CMI with lookback: 0
[2025-12-01T20:51:24.585613] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:24.585670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:24.590422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:24.592164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:24.592636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-01T20:51:24.593271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-01T20:51:24.595222] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:24.603119] [DEBUG] [MAG       ] KBWD: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:24.661967] [INFO ] [LOCAL     ] KBWD: Saved forecast.
[2025-12-01T20:51:24.662029] [INFO ] [main      ] KBWD: Signal=1 (Conf=90.0%), Magnitude=-0.44% (Conf=61.7668%)
[2025-12-01T20:51:24.662460] [INFO ] [main      ] Fetching symbol history for GSL...
[2025-12-01T20:51:24.662511] [DEBUG] [REMOTE    ] GSL: Fetching historical data.
[2025-12-01T20:51:24.662679] [INFO ] [main      ] Progress: 302/769 forecasts completed (39.3%). KBWD finished in 0.6s. ETA: 1m 17s. Rate: 366.05 forecasts/min
[2025-12-01T20:51:24.675596] [DEBUG] [REMOTE    ] GSL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:24.676703] [DEBUG] [LOCAL     ] Loaded configuration for GSL: 2 features, N/A% accuracy
[2025-12-01T20:51:24.676754] [INFO ] [LOCAL     ] GSL: Loaded 2 optimal features with 49.41% confidence from JSON config
[2025-12-01T20:51:24.676785] [DEBUG] [MAG       ] Building data for symbol: GSL with lookback: 0
[2025-12-01T20:51:24.677523] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:24.677602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:24.682299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:24.683971] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:24.779409] [DEBUG] [MAG       ] DIN: Last date is validated at 2025-12-01
[2025-12-01T20:51:24.837075] [DEBUG] [MAG       ] HYXF: Last date is validated at 2025-12-01
[2025-12-01T20:51:24.923527] [DEBUG] [MAG       ] CMI: Last date is validated at 2025-12-01
[2025-12-01T20:51:24.943227] [DEBUG] [MAG       ] DIN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:25.003294] [DEBUG] [MAG       ] HYXF: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:25.016354] [DEBUG] [MAG       ] GSL: Last date is validated at 2025-12-01
[2025-12-01T20:51:25.032828] [INFO ] [LOCAL     ] DIN: Saved forecast.
[2025-12-01T20:51:25.032891] [INFO ] [main      ] DIN: Signal=1 (Conf=90.0%), Magnitude=-0.58% (Conf=54.3098%)
[2025-12-01T20:51:25.033254] [INFO ] [main      ] Fetching symbol history for HPF...
[2025-12-01T20:51:25.033305] [DEBUG] [REMOTE    ] HPF: Fetching historical data.
[2025-12-01T20:51:25.033284] [INFO ] [main      ] Progress: 303/769 forecasts completed (39.4%). DIN finished in 0.7s. ETA: 1m 17s. Rate: 364.53 forecasts/min
[2025-12-01T20:51:25.046513] [DEBUG] [REMOTE    ] HPF: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:25.047694] [DEBUG] [LOCAL     ] Loaded configuration for HPF: 8 features, N/A% accuracy
[2025-12-01T20:51:25.047749] [INFO ] [LOCAL     ] HPF: Loaded 8 optimal features with 56.59% confidence from JSON config
[2025-12-01T20:51:25.047779] [DEBUG] [MAG       ] Building data for symbol: HPF with lookback: 0
[2025-12-01T20:51:25.048551] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:51:25.048628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:25.053269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:25.054098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:25.056320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:25.057117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:51:25.059091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:51:25.059792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:51:25.062540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-01T20:51:25.063622] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:25.068781] [INFO ] [LOCAL     ] HYXF: Saved forecast.
[2025-12-01T20:51:25.068845] [INFO ] [main      ] HYXF: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=41.5907%)
[2025-12-01T20:51:25.069001] [INFO ] [main      ] Fetching symbol history for BDSX...
[2025-12-01T20:51:25.069046] [DEBUG] [REMOTE    ] BDSX: Fetching historical data.
[2025-12-01T20:51:25.069816] [INFO ] [main      ] Progress: 304/769 forecasts completed (39.5%). HYXF finished in 0.6s. ETA: 1m 16s. Rate: 365.46 forecasts/min
[2025-12-01T20:51:25.082997] [DEBUG] [REMOTE    ] BDSX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:25.083900] [DEBUG] [LOCAL     ] Loaded configuration for BDSX: 6 features, N/A% accuracy
[2025-12-01T20:51:25.083955] [INFO ] [LOCAL     ] BDSX: Loaded 6 optimal features with 50.12% confidence from JSON config
[2025-12-01T20:51:25.086095] [DEBUG] [MAG       ] Building data for symbol: BDSX with lookback: 0
[2025-12-01T20:51:25.086423] [DEBUG] [MAG       ] CMI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:25.086981] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:25.087044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:25.092090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:25.093895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:25.094371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:25.094824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:25.095207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:51:25.098076] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:25.183324] [DEBUG] [MAG       ] GSL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:25.228159] [INFO ] [LOCAL     ] CMI: Saved forecast.
[2025-12-01T20:51:25.228221] [INFO ] [main      ] CMI: Signal=1 (Conf=90.0%), Magnitude=-1.24% (Conf=57.3855%)
[2025-12-01T20:51:25.228562] [INFO ] [main      ] Fetching symbol history for ALVO...
[2025-12-01T20:51:25.228627] [DEBUG] [REMOTE    ] ALVO: Fetching historical data.
[2025-12-01T20:51:25.228655] [INFO ] [main      ] Progress: 305/769 forecasts completed (39.7%). CMI finished in 0.7s. ETA: 1m 16s. Rate: 365.50 forecasts/min
[2025-12-01T20:51:25.241724] [DEBUG] [REMOTE    ] ALVO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:25.242754] [DEBUG] [LOCAL     ] Loaded configuration for ALVO: 2 features, N/A% accuracy
[2025-12-01T20:51:25.242819] [INFO ] [LOCAL     ] ALVO: Loaded 2 optimal features with 47.86% confidence from JSON config
[2025-12-01T20:51:25.242851] [DEBUG] [MAG       ] Building data for symbol: ALVO with lookback: 0
[2025-12-01T20:51:25.243604] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:25.243659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:25.248251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-01T20:51:25.249068] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:25.255890] [INFO ] [LOCAL     ] GSL: Saved forecast.
[2025-12-01T20:51:25.255953] [INFO ] [main      ] GSL: Signal=1 (Conf=90.0%), Magnitude=0.25% (Conf=49.4084%)
[2025-12-01T20:51:25.256375] [INFO ] [main      ] Fetching symbol history for GEN...
[2025-12-01T20:51:25.256426] [DEBUG] [REMOTE    ] GEN: Fetching historical data.
[2025-12-01T20:51:25.256641] [INFO ] [main      ] Progress: 306/769 forecasts completed (39.8%). GSL finished in 0.6s. ETA: 1m 16s. Rate: 366.50 forecasts/min
[2025-12-01T20:51:25.269410] [DEBUG] [REMOTE    ] GEN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:25.270420] [DEBUG] [LOCAL     ] Loaded configuration for GEN: 6 features, N/A% accuracy
[2025-12-01T20:51:25.270470] [INFO ] [LOCAL     ] GEN: Loaded 6 optimal features with 51.32% confidence from JSON config
[2025-12-01T20:51:25.270500] [DEBUG] [MAG       ] Building data for symbol: GEN with lookback: 0
[2025-12-01T20:51:25.271293] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:25.271352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:25.276070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:25.384273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:25.385152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:51:25.385795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:51:25.388462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:51:25.403128] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:25.408888] [DEBUG] [MAG       ] HPF: Last date is validated at 2025-12-01
[2025-12-01T20:51:25.442173] [DEBUG] [MAG       ] BDSX: Last date is validated at 2025-12-01
[2025-12-01T20:51:25.578607] [DEBUG] [MAG       ] ALVO: Last date is validated at 2025-12-01
[2025-12-01T20:51:25.581372] [DEBUG] [MAG       ] HPF: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:25.607938] [DEBUG] [MAG       ] BDSX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:25.650463] [INFO ] [LOCAL     ] HPF: Saved forecast.
[2025-12-01T20:51:25.650529] [INFO ] [main      ] HPF: Signal=1 (Conf=90.0%), Magnitude=-0.55% (Conf=56.5912%)
[2025-12-01T20:51:25.650909] [INFO ] [main      ] Fetching symbol history for ENB...
[2025-12-01T20:51:25.650961] [DEBUG] [REMOTE    ] ENB: Fetching historical data.
[2025-12-01T20:51:25.650950] [INFO ] [main      ] Progress: 307/769 forecasts completed (39.9%). HPF finished in 0.6s. ETA: 1m 16s. Rate: 364.82 forecasts/min
[2025-12-01T20:51:25.664048] [DEBUG] [REMOTE    ] ENB: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:25.664904] [DEBUG] [LOCAL     ] Loaded configuration for ENB: 4 features, N/A% accuracy
[2025-12-01T20:51:25.664955] [INFO ] [LOCAL     ] ENB: Loaded 4 optimal features with 50.89% confidence from JSON config
[2025-12-01T20:51:25.664986] [DEBUG] [MAG       ] Building data for symbol: ENB with lookback: 0
[2025-12-01T20:51:25.665767] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:25.665825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:25.667523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:25.668055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:25.691155] [INFO ] [LOCAL     ] BDSX: Saved forecast.
[2025-12-01T20:51:25.691228] [INFO ] [main      ] BDSX: Signal=1 (Conf=90.0%), Magnitude=10.91% (Conf=50.1219%)
[2025-12-01T20:51:25.691446] [INFO ] [main      ] Fetching symbol history for PUK...
[2025-12-01T20:51:25.691492] [DEBUG] [REMOTE    ] PUK: Fetching historical data.
[2025-12-01T20:51:25.692399] [INFO ] [main      ] Progress: 308/769 forecasts completed (40.1%). BDSX finished in 0.6s. ETA: 1m 16s. Rate: 365.71 forecasts/min
[2025-12-01T20:51:25.704795] [DEBUG] [REMOTE    ] PUK: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:25.705683] [DEBUG] [LOCAL     ] Loaded configuration for PUK: 4 features, N/A% accuracy
[2025-12-01T20:51:25.705733] [INFO ] [LOCAL     ] PUK: Loaded 4 optimal features with 47.51% confidence from JSON config
[2025-12-01T20:51:25.705764] [DEBUG] [MAG       ] Building data for symbol: PUK with lookback: 0
[2025-12-01T20:51:25.706497] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:25.706553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:25.708255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:25.708776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:25.709168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:51:25.716589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:51:25.718542] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:25.734925] [DEBUG] [MAG       ] GEN: Last date is validated at 2025-12-01
[2025-12-01T20:51:25.742276] [DEBUG] [MAG       ] ALVO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:25.785190] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:25.806496] [INFO ] [LOCAL     ] ALVO: Saved forecast.
[2025-12-01T20:51:25.806561] [INFO ] [main      ] ALVO: Signal=1 (Conf=90.0%), Magnitude=6.71% (Conf=47.8626%)
[2025-12-01T20:51:25.806906] [INFO ] [main      ] Fetching symbol history for ARMK...
[2025-12-01T20:51:25.806955] [DEBUG] [REMOTE    ] ARMK: Fetching historical data.
[2025-12-01T20:51:25.807658] [INFO ] [main      ] Progress: 309/769 forecasts completed (40.2%). ALVO finished in 0.6s. ETA: 1m 15s. Rate: 366.06 forecasts/min
[2025-12-01T20:51:25.819327] [DEBUG] [REMOTE    ] ARMK: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:25.820361] [DEBUG] [LOCAL     ] Loaded configuration for ARMK: 5 features, N/A% accuracy
[2025-12-01T20:51:25.820410] [INFO ] [LOCAL     ] ARMK: Loaded 5 optimal features with 51.73% confidence from JSON config
[2025-12-01T20:51:25.820441] [DEBUG] [MAG       ] Building data for symbol: ARMK with lookback: 0
[2025-12-01T20:51:25.821224] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:25.821283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:25.822932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:25.823417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:25.823807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:25.826103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-01T20:51:25.827718] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:25.900240] [DEBUG] [MAG       ] GEN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:25.982476] [INFO ] [LOCAL     ] GEN: Saved forecast.
[2025-12-01T20:51:25.982567] [INFO ] [main      ] GEN: Signal=1 (Conf=90.0%), Magnitude=-1.73% (Conf=51.32%)
[2025-12-01T20:51:25.983135] [INFO ] [main      ] Fetching symbol history for AZTA...
[2025-12-01T20:51:25.983205] [DEBUG] [REMOTE    ] AZTA: Fetching historical data.
[2025-12-01T20:51:25.983660] [INFO ] [main      ] Progress: 310/769 forecasts completed (40.3%). GEN finished in 0.7s. ETA: 1m 15s. Rate: 365.98 forecasts/min
[2025-12-01T20:51:26.000139] [DEBUG] [REMOTE    ] AZTA: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:26.001330] [DEBUG] [LOCAL     ] Loaded configuration for AZTA: 6 features, N/A% accuracy
[2025-12-01T20:51:26.001380] [INFO ] [LOCAL     ] AZTA: Loaded 6 optimal features with 60.03% confidence from JSON config
[2025-12-01T20:51:26.001411] [DEBUG] [MAG       ] Building data for symbol: AZTA with lookback: 0
[2025-12-01T20:51:26.002232] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:26.002291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:26.006959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:26.008743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:26.009199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:26.009566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:26.010422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:51:26.012319] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:26.062331] [DEBUG] [MAG       ] ENB: Last date is validated at 2025-12-01
[2025-12-01T20:51:26.138844] [DEBUG] [MAG       ] PUK: Last date is validated at 2025-12-01
[2025-12-01T20:51:26.155197] [DEBUG] [MAG       ] ARMK: Last date is validated at 2025-12-01
[2025-12-01T20:51:26.231625] [DEBUG] [MAG       ] ENB: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:26.303613] [INFO ] [LOCAL     ] ENB: Saved forecast.
[2025-12-01T20:51:26.303688] [INFO ] [main      ] ENB: Signal=1 (Conf=90.0%), Magnitude=0.66% (Conf=50.8925%)
[2025-12-01T20:51:26.304042] [INFO ] [main      ] Fetching symbol history for RCS...
[2025-12-01T20:51:26.304091] [DEBUG] [REMOTE    ] RCS: Fetching historical data.
[2025-12-01T20:51:26.305654] [INFO ] [main      ] Progress: 311/769 forecasts completed (40.4%). ENB finished in 0.7s. ETA: 1m 15s. Rate: 364.85 forecasts/min
[2025-12-01T20:51:26.307221] [DEBUG] [MAG       ] PUK: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:26.316293] [DEBUG] [MAG       ] ARMK: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:26.317034] [DEBUG] [REMOTE    ] RCS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:26.318238] [DEBUG] [LOCAL     ] Loaded configuration for RCS: 8 features, N/A% accuracy
[2025-12-01T20:51:26.318288] [INFO ] [LOCAL     ] RCS: Loaded 8 optimal features with 42.40% confidence from JSON config
[2025-12-01T20:51:26.318338] [DEBUG] [MAG       ] Building data for symbol: RCS with lookback: 0
[2025-12-01T20:51:26.319147] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:51:26.319208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:26.323844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:26.325560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:26.326032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:26.326395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:26.341926] [DEBUG] [MAG       ] AZTA: Last date is validated at 2025-12-01
[2025-12-01T20:51:26.372630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:51:26.374027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:26.375652] [INFO ] [LOCAL     ] PUK: Saved forecast.
[2025-12-01T20:51:26.375720] [INFO ] [main      ] PUK: Signal=1 (Conf=90.0%), Magnitude=-0.09% (Conf=47.5106%)
[2025-12-01T20:51:26.375880] [INFO ] [main      ] Fetching symbol history for XOMA...
[2025-12-01T20:51:26.375924] [DEBUG] [REMOTE    ] XOMA: Fetching historical data.
[2025-12-01T20:51:26.376855] [INFO ] [main      ] Progress: 312/769 forecasts completed (40.6%). PUK finished in 0.7s. ETA: 1m 15s. Rate: 365.51 forecasts/min
[2025-12-01T20:51:26.389457] [DEBUG] [REMOTE    ] XOMA: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:26.390718] [DEBUG] [LOCAL     ] Loaded configuration for XOMA: 6 features, N/A% accuracy
[2025-12-01T20:51:26.390772] [INFO ] [LOCAL     ] XOMA: Loaded 6 optimal features with 41.11% confidence from JSON config
[2025-12-01T20:51:26.390804] [DEBUG] [MAG       ] Building data for symbol: XOMA with lookback: 0
[2025-12-01T20:51:26.391568] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:26.391658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:26.393393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:26.393905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:26.394352] [INFO ] [LOCAL     ] ARMK: Saved forecast.
[2025-12-01T20:51:26.394416] [INFO ] [main      ] ARMK: Signal=1 (Conf=90.0%), Magnitude=-1.05% (Conf=51.7312%)
[2025-12-01T20:51:26.394761] [INFO ] [main      ] Fetching symbol history for WH...
[2025-12-01T20:51:26.394810] [DEBUG] [REMOTE    ] WH: Fetching historical data.
[2025-12-01T20:51:26.395658] [INFO ] [main      ] Progress: 313/769 forecasts completed (40.7%). ARMK finished in 0.6s. ETA: 1m 15s. Rate: 366.55 forecasts/min
[2025-12-01T20:51:26.407347] [DEBUG] [REMOTE    ] WH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:26.408595] [DEBUG] [LOCAL     ] Loaded configuration for WH: 2 features, N/A% accuracy
[2025-12-01T20:51:26.408647] [INFO ] [LOCAL     ] WH: Loaded 2 optimal features with 66.55% confidence from JSON config
[2025-12-01T20:51:26.408677] [DEBUG] [MAG       ] Building data for symbol: WH with lookback: 0
[2025-12-01T20:51:26.409415] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:26.409472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:51:26.410048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:51:26.412002] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:26.432285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:51:26.435301] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:26.504966] [DEBUG] [MAG       ] AZTA: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:26.505067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:51:26.506328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:51:26.507387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:51:26.525415] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:26.601906] [INFO ] [LOCAL     ] AZTA: Saved forecast.
[2025-12-01T20:51:26.601971] [INFO ] [main      ] AZTA: Signal=1 (Conf=90.0%), Magnitude=2.33% (Conf=60.0262%)
[2025-12-01T20:51:26.602420] [INFO ] [main      ] Fetching symbol history for CZWI...
[2025-12-01T20:51:26.602473] [DEBUG] [REMOTE    ] CZWI: Fetching historical data.
[2025-12-01T20:51:26.602668] [INFO ] [main      ] Progress: 314/769 forecasts completed (40.8%). AZTA finished in 0.6s. ETA: 1m 15s. Rate: 366.24 forecasts/min
[2025-12-01T20:51:26.615167] [DEBUG] [REMOTE    ] CZWI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:26.616251] [DEBUG] [LOCAL     ] Loaded configuration for CZWI: 5 features, N/A% accuracy
[2025-12-01T20:51:26.616301] [INFO ] [LOCAL     ] CZWI: Loaded 5 optimal features with 52.49% confidence from JSON config
[2025-12-01T20:51:26.616333] [DEBUG] [MAG       ] Building data for symbol: CZWI with lookback: 0
[2025-12-01T20:51:26.617231] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:26.617289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:26.618969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:26.619453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:26.619856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:51:26.620778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:51:26.621953] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:26.736552] [DEBUG] [MAG       ] WH: Last date is validated at 2025-12-01
[2025-12-01T20:51:26.763389] [DEBUG] [MAG       ] RCS: Last date is validated at 2025-12-01
[2025-12-01T20:51:26.865279] [DEBUG] [MAG       ] XOMA: Last date is validated at 2025-12-01
[2025-12-01T20:51:26.896529] [DEBUG] [MAG       ] WH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:26.926110] [DEBUG] [MAG       ] RCS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:26.954213] [DEBUG] [MAG       ] CZWI: Last date is validated at 2025-12-01
[2025-12-01T20:51:26.988853] [INFO ] [LOCAL     ] RCS: Saved forecast.
[2025-12-01T20:51:26.988917] [INFO ] [main      ] RCS: Signal=1 (Conf=90.0%), Magnitude=-0.38% (Conf=42.3952%)
[2025-12-01T20:51:26.989274] [INFO ] [main      ] Fetching symbol history for PLRX...
[2025-12-01T20:51:26.989323] [DEBUG] [REMOTE    ] PLRX: Fetching historical data.
[2025-12-01T20:51:26.989664] [INFO ] [main      ] Progress: 315/769 forecasts completed (41.0%). RCS finished in 0.7s. ETA: 1m 15s. Rate: 364.66 forecasts/min
[2025-12-01T20:51:26.992100] [INFO ] [LOCAL     ] WH: Saved forecast.
[2025-12-01T20:51:26.992163] [INFO ] [main      ] WH: Signal=1 (Conf=90.0%), Magnitude=-2.40% (Conf=66.5492%)
[2025-12-01T20:51:26.992313] [INFO ] [main      ] Fetching symbol history for FIBK...
[2025-12-01T20:51:26.992355] [DEBUG] [REMOTE    ] FIBK: Fetching historical data.
[2025-12-01T20:51:26.993055] [INFO ] [main      ] Progress: 316/769 forecasts completed (41.1%). WH finished in 0.6s. ETA: 1m 14s. Rate: 365.79 forecasts/min
[2025-12-01T20:51:27.002237] [DEBUG] [REMOTE    ] PLRX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:27.003257] [DEBUG] [LOCAL     ] Loaded configuration for PLRX: 1 features, N/A% accuracy
[2025-12-01T20:51:27.003306] [INFO ] [LOCAL     ] PLRX: Loaded 1 optimal features with 37.30% confidence from JSON config
[2025-12-01T20:51:27.003336] [DEBUG] [MAG       ] Building data for symbol: PLRX with lookback: 0
[2025-12-01T20:51:27.004097] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:51:27.004165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-01T20:51:27.005010] [DEBUG] [REMOTE    ] FIBK: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:27.005158] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:27.006065] [DEBUG] [LOCAL     ] Loaded configuration for FIBK: 9 features, N/A% accuracy
[2025-12-01T20:51:27.006122] [INFO ] [LOCAL     ] FIBK: Loaded 9 optimal features with 55.56% confidence from JSON config
[2025-12-01T20:51:27.006152] [DEBUG] [MAG       ] Building data for symbol: FIBK with lookback: 0
[2025-12-01T20:51:27.006919] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:51:27.006982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:27.011651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:27.012418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:27.014686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:27.038285] [DEBUG] [MAG       ] XOMA: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:27.123020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:27.123176] [DEBUG] [MAG       ] CZWI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:27.124692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:27.125476] [INFO ] [LOCAL     ] XOMA: Saved forecast.
[2025-12-01T20:51:27.125543] [INFO ] [main      ] XOMA: Signal=1 (Conf=90.0%), Magnitude=-2.92% (Conf=41.1081%)
[2025-12-01T20:51:27.125916] [INFO ] [main      ] Fetching symbol history for MAA...
[2025-12-01T20:51:27.125973] [DEBUG] [REMOTE    ] MAA: Fetching historical data.
[2025-12-01T20:51:27.126834] [INFO ] [main      ] Progress: 317/769 forecasts completed (41.2%). XOMA finished in 0.7s. ETA: 1m 14s. Rate: 366.01 forecasts/min
[2025-12-01T20:51:27.140327] [DEBUG] [REMOTE    ] MAA: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:27.141297] [DEBUG] [LOCAL     ] Loaded configuration for MAA: 9 features, N/A% accuracy
[2025-12-01T20:51:27.141353] [INFO ] [LOCAL     ] MAA: Loaded 9 optimal features with 50.39% confidence from JSON config
[2025-12-01T20:51:27.141385] [DEBUG] [MAG       ] Building data for symbol: MAA with lookback: 0
[2025-12-01T20:51:27.142213] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:51:27.142276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:27.147395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:27.149264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:27.149754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:27.150241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:27.150655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:27.151426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:51:27.152326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:51:27.153536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:51:27.154950] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:27.162370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:27.183618] [INFO ] [LOCAL     ] CZWI: Saved forecast.
[2025-12-01T20:51:27.183694] [INFO ] [main      ] CZWI: Signal=1 (Conf=90.0%), Magnitude=-0.41% (Conf=52.4915%)
[2025-12-01T20:51:27.184040] [INFO ] [main      ] Fetching symbol history for DOMO...
[2025-12-01T20:51:27.184680] [INFO ] [main      ] Progress: 318/769 forecasts completed (41.4%). CZWI finished in 0.6s. ETA: 1m 14s. Rate: 366.75 forecasts/min
[2025-12-01T20:51:27.184093] [DEBUG] [REMOTE    ] DOMO: Fetching historical data.
[2025-12-01T20:51:27.199912] [DEBUG] [REMOTE    ] DOMO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:27.200817] [DEBUG] [LOCAL     ] Loaded configuration for DOMO: 6 features, N/A% accuracy
[2025-12-01T20:51:27.200870] [INFO ] [LOCAL     ] DOMO: Loaded 6 optimal features with 74.06% confidence from JSON config
[2025-12-01T20:51:27.200902] [DEBUG] [MAG       ] Building data for symbol: DOMO with lookback: 0
[2025-12-01T20:51:27.201701] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:27.201762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:27.206654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:51:27.207917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:51:27.209060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:51:27.210980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:51:27.211629] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:27.284137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:51:27.284992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:51:27.286074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-01T20:51:27.287659] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:27.336083] [DEBUG] [MAG       ] PLRX: Last date is validated at 2025-12-01
[2025-12-01T20:51:27.502913] [DEBUG] [MAG       ] PLRX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:27.506461] [DEBUG] [MAG       ] MAA: Last date is validated at 2025-12-01
[2025-12-01T20:51:27.538283] [DEBUG] [MAG       ] FIBK: Last date is validated at 2025-12-01
[2025-12-01T20:51:27.625695] [DEBUG] [MAG       ] DOMO: Last date is validated at 2025-12-01
[2025-12-01T20:51:27.658509] [INFO ] [LOCAL     ] PLRX: Saved forecast.
[2025-12-01T20:51:27.658594] [INFO ] [main      ] PLRX: Signal=1 (Conf=90.0%), Magnitude=9.09% (Conf=37.298%)
[2025-12-01T20:51:27.659014] [INFO ] [main      ] Fetching symbol history for RF...
[2025-12-01T20:51:27.659066] [DEBUG] [REMOTE    ] RF: Fetching historical data.
[2025-12-01T20:51:27.659663] [INFO ] [main      ] Progress: 319/769 forecasts completed (41.5%). PLRX finished in 0.7s. ETA: 1m 14s. Rate: 364.58 forecasts/min
[2025-12-01T20:51:27.672933] [DEBUG] [REMOTE    ] RF: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:27.673957] [DEBUG] [LOCAL     ] Loaded configuration for RF: 6 features, N/A% accuracy
[2025-12-01T20:51:27.674013] [INFO ] [LOCAL     ] RF: Loaded 6 optimal features with 51.37% confidence from JSON config
[2025-12-01T20:51:27.674045] [DEBUG] [MAG       ] Building data for symbol: RF with lookback: 0
[2025-12-01T20:51:27.674814] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:27.674872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:27.675498] [DEBUG] [MAG       ] MAA: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:27.679643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:27.681450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:27.681966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:27.682355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:27.683960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:51:27.685964] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:27.699493] [DEBUG] [MAG       ] FIBK: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:27.778772] [INFO ] [LOCAL     ] MAA: Saved forecast.
[2025-12-01T20:51:27.778837] [INFO ] [main      ] MAA: Signal=1 (Conf=90.0%), Magnitude=0.73% (Conf=50.3857%)
[2025-12-01T20:51:27.779204] [INFO ] [main      ] Fetching symbol history for EFC...
[2025-12-01T20:51:27.779255] [DEBUG] [REMOTE    ] EFC: Fetching historical data.
[2025-12-01T20:51:27.779235] [INFO ] [main      ] Progress: 320/769 forecasts completed (41.6%). MAA finished in 0.7s. ETA: 1m 14s. Rate: 364.89 forecasts/min
[2025-12-01T20:51:27.789390] [INFO ] [LOCAL     ] FIBK: Saved forecast.
[2025-12-01T20:51:27.789448] [INFO ] [main      ] FIBK: Signal=1 (Conf=90.0%), Magnitude=-0.04% (Conf=55.5577%)
[2025-12-01T20:51:27.790192] [INFO ] [main      ] Progress: 321/769 forecasts completed (41.7%). FIBK finished in 0.8s. ETA: 1m 13s. Rate: 365.95 forecasts/min
[2025-12-01T20:51:27.789775] [INFO ] [main      ] Fetching symbol history for GBDC...
[2025-12-01T20:51:27.790301] [DEBUG] [REMOTE    ] GBDC: Fetching historical data.
[2025-12-01T20:51:27.792567] [DEBUG] [MAG       ] DOMO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:27.793591] [DEBUG] [REMOTE    ] EFC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:27.794593] [DEBUG] [LOCAL     ] Loaded configuration for EFC: 5 features, N/A% accuracy
[2025-12-01T20:51:27.794648] [INFO ] [LOCAL     ] EFC: Loaded 5 optimal features with 52.42% confidence from JSON config
[2025-12-01T20:51:27.794679] [DEBUG] [MAG       ] Building data for symbol: EFC with lookback: 0
[2025-12-01T20:51:27.795435] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:27.795492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:27.800181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:27.802002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:27.802477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:27.803275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:27.803670] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:27.803683] [DEBUG] [REMOTE    ] GBDC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:27.805625] [DEBUG] [LOCAL     ] Loaded configuration for GBDC: 1 features, N/A% accuracy
[2025-12-01T20:51:27.805684] [INFO ] [LOCAL     ] GBDC: Loaded 1 optimal features with 55.92% confidence from JSON config
[2025-12-01T20:51:27.805716] [DEBUG] [MAG       ] Building data for symbol: GBDC with lookback: 0
[2025-12-01T20:51:27.806439] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:51:27.806494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:27.807329] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:27.875777] [INFO ] [LOCAL     ] DOMO: Saved forecast.
[2025-12-01T20:51:27.875843] [INFO ] [main      ] DOMO: Signal=1 (Conf=90.0%), Magnitude=-14.99% (Conf=74.0614%)
[2025-12-01T20:51:27.876157] [INFO ] [main      ] Fetching symbol history for NTRS...
[2025-12-01T20:51:27.876205] [DEBUG] [REMOTE    ] NTRS: Fetching historical data.
[2025-12-01T20:51:27.877052] [INFO ] [main      ] Progress: 322/769 forecasts completed (41.9%). DOMO finished in 0.7s. ETA: 1m 13s. Rate: 366.49 forecasts/min
[2025-12-01T20:51:27.889414] [DEBUG] [REMOTE    ] NTRS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:27.890455] [DEBUG] [LOCAL     ] Loaded configuration for NTRS: 3 features, N/A% accuracy
[2025-12-01T20:51:27.890516] [INFO ] [LOCAL     ] NTRS: Loaded 3 optimal features with 54.29% confidence from JSON config
[2025-12-01T20:51:27.890547] [DEBUG] [MAG       ] Building data for symbol: NTRS with lookback: 0
[2025-12-01T20:51:27.891374] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:27.891432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:27.893121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:27.893629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:51:27.895620] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:28.021658] [DEBUG] [MAG       ] RF: Last date is validated at 2025-12-01
[2025-12-01T20:51:28.137910] [DEBUG] [MAG       ] EFC: Last date is validated at 2025-12-01
[2025-12-01T20:51:28.185757] [DEBUG] [MAG       ] RF: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:28.193386] [DEBUG] [MAG       ] GBDC: Last date is validated at 2025-12-01
[2025-12-01T20:51:28.218160] [DEBUG] [MAG       ] NTRS: Last date is validated at 2025-12-01
[2025-12-01T20:51:28.259793] [INFO ] [LOCAL     ] RF: Saved forecast.
[2025-12-01T20:51:28.259859] [INFO ] [main      ] RF: Signal=1 (Conf=90.0%), Magnitude=-2.70% (Conf=51.3729%)
[2025-12-01T20:51:28.260181] [INFO ] [main      ] Fetching symbol history for LTRN...
[2025-12-01T20:51:28.260231] [DEBUG] [REMOTE    ] LTRN: Fetching historical data.
[2025-12-01T20:51:28.260647] [INFO ] [main      ] Progress: 323/769 forecasts completed (42.0%). RF finished in 0.6s. ETA: 1m 13s. Rate: 364.97 forecasts/min
[2025-12-01T20:51:28.273094] [DEBUG] [REMOTE    ] LTRN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:28.274044] [DEBUG] [LOCAL     ] Loaded configuration for LTRN: 4 features, N/A% accuracy
[2025-12-01T20:51:28.274093] [INFO ] [LOCAL     ] LTRN: Loaded 4 optimal features with 53.38% confidence from JSON config
[2025-12-01T20:51:28.274123] [DEBUG] [MAG       ] Building data for symbol: LTRN with lookback: 0
[2025-12-01T20:51:28.274912] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:28.274968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:28.279939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:28.281676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:28.282126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:28.282492] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:28.304124] [DEBUG] [MAG       ] EFC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:28.358667] [DEBUG] [MAG       ] GBDC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:28.362977] [INFO ] [LOCAL     ] EFC: Saved forecast.
[2025-12-01T20:51:28.363043] [INFO ] [main      ] EFC: Signal=1 (Conf=90.0%), Magnitude=-1.13% (Conf=52.416%)
[2025-12-01T20:51:28.363198] [INFO ] [main      ] Fetching symbol history for OBIL...
[2025-12-01T20:51:28.363240] [DEBUG] [REMOTE    ] OBIL: Fetching historical data.
[2025-12-01T20:51:28.364033] [INFO ] [main      ] Progress: 324/769 forecasts completed (42.1%). EFC finished in 0.6s. ETA: 1m 13s. Rate: 365.39 forecasts/min
[2025-12-01T20:51:28.375762] [DEBUG] [REMOTE    ] OBIL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:28.376796] [DEBUG] [LOCAL     ] Loaded configuration for OBIL: 53 features, N/A% accuracy
[2025-12-01T20:51:28.376847] [INFO ] [LOCAL     ] OBIL: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-01T20:51:28.376877] [DEBUG] [MAG       ] Building data for symbol: OBIL with lookback: 0
[2025-12-01T20:51:28.377647] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-01T20:51:28.377742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:28.379909] [DEBUG] [MAG       ] NTRS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:28.382443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:28.384217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:28.384691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:28.385109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:28.385478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:28.386211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:28.387001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:28.389359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:28.413241] [INFO ] [LOCAL     ] GBDC: Saved forecast.
[2025-12-01T20:51:28.413303] [INFO ] [main      ] GBDC: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=55.9223%)
[2025-12-01T20:51:28.413640] [INFO ] [main      ] Progress: 325/769 forecasts completed (42.3%). GBDC finished in 0.6s. ETA: 1m 13s. Rate: 366.18 forecasts/min
[2025-12-01T20:51:28.413762] [INFO ] [main      ] Fetching symbol history for SLXN...
[2025-12-01T20:51:28.413803] [DEBUG] [REMOTE    ] SLXN: Fetching historical data.
[2025-12-01T20:51:28.426174] [DEBUG] [REMOTE    ] SLXN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:28.427385] [DEBUG] [LOCAL     ] Loaded configuration for SLXN: 7 features, N/A% accuracy
[2025-12-01T20:51:28.427436] [INFO ] [LOCAL     ] SLXN: Loaded 7 optimal features with 43.19% confidence from JSON config
[2025-12-01T20:51:28.427466] [DEBUG] [MAG       ] Building data for symbol: SLXN with lookback: 0
[2025-12-01T20:51:28.428255] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:51:28.428337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:28.432963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:28.434683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:28.435128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:28.435494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:28.436204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:28.438435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:51:28.439733] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:28.478279] [INFO ] [LOCAL     ] NTRS: Saved forecast.
[2025-12-01T20:51:28.478367] [INFO ] [main      ] NTRS: Signal=1 (Conf=80.0%), Magnitude=0.93% (Conf=54.2948%)
[2025-12-01T20:51:28.478521] [INFO ] [main      ] Fetching symbol history for CCBG...
[2025-12-01T20:51:28.478564] [DEBUG] [REMOTE    ] CCBG: Fetching historical data.
[2025-12-01T20:51:28.478849] [INFO ] [main      ] Progress: 326/769 forecasts completed (42.4%). NTRS finished in 0.6s. ETA: 1m 12s. Rate: 366.85 forecasts/min
[2025-12-01T20:51:28.491013] [DEBUG] [REMOTE    ] CCBG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:28.491900] [DEBUG] [LOCAL     ] Loaded configuration for CCBG: 8 features, N/A% accuracy
[2025-12-01T20:51:28.491956] [INFO ] [LOCAL     ] CCBG: Loaded 8 optimal features with 52.74% confidence from JSON config
[2025-12-01T20:51:28.491986] [DEBUG] [MAG       ] Building data for symbol: CCBG with lookback: 0
[2025-12-01T20:51:28.492754] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:51:28.492814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:28.494491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:28.495025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:28.495411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:28.496165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:51:28.498748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:51:28.498984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:28.501149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:28.502924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-01T20:51:28.503624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-01T20:51:28.505158] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:28.540983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:51:28.542235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:28.585073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:28.585883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:51:28.587059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:51:28.614678] [DEBUG] [MAG       ] LTRN: Last date is validated at 2025-12-01
[2025-12-01T20:51:28.662509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:51:28.663232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:51:28.665082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:51:28.667838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:51:28.668929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:51:28.670878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:51:28.671597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:51:28.675882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:51:28.677066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:51:28.678390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-01T20:51:28.679923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:51:28.682815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:51:28.683456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-01T20:51:28.684158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:51:28.686162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:51:28.687270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-01T20:51:28.687986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-01T20:51:28.688699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-01T20:51:28.689370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:51:28.692108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-01T20:51:28.693720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-01T20:51:28.696605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-01T20:51:28.698923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-01T20:51:28.702781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:51:28.719950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:51:28.721061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:51:28.722654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-01T20:51:28.723340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-01T20:51:28.724899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-01T20:51:28.726412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-01T20:51:28.727353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:51:28.728536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-01T20:51:28.729734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-01T20:51:28.731747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-01T20:51:28.733252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-01T20:51:28.736023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-01T20:51:28.737756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-01T20:51:28.743341] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:28.774090] [DEBUG] [MAG       ] SLXN: Last date is validated at 2025-12-01
[2025-12-01T20:51:28.780547] [DEBUG] [MAG       ] LTRN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:28.830091] [DEBUG] [MAG       ] CCBG: Last date is validated at 2025-12-01
[2025-12-01T20:51:28.839414] [INFO ] [LOCAL     ] LTRN: Saved forecast.
[2025-12-01T20:51:28.839479] [INFO ] [main      ] LTRN: Signal=1 (Conf=80.0%), Magnitude=-0.64% (Conf=53.3782%)
[2025-12-01T20:51:28.839829] [INFO ] [main      ] Fetching symbol history for CMCO...
[2025-12-01T20:51:28.839879] [DEBUG] [REMOTE    ] CMCO: Fetching historical data.
[2025-12-01T20:51:28.840667] [INFO ] [main      ] Progress: 327/769 forecasts completed (42.5%). LTRN finished in 0.6s. ETA: 1m 13s. Rate: 365.50 forecasts/min
[2025-12-01T20:51:28.852594] [DEBUG] [REMOTE    ] CMCO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:28.853551] [DEBUG] [LOCAL     ] Loaded configuration for CMCO: 6 features, N/A% accuracy
[2025-12-01T20:51:28.853617] [INFO ] [LOCAL     ] CMCO: Loaded 6 optimal features with 57.43% confidence from JSON config
[2025-12-01T20:51:28.853648] [DEBUG] [MAG       ] Building data for symbol: CMCO with lookback: 0
[2025-12-01T20:51:28.854389] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:28.854447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:28.859099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:28.860817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:28.861269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:28.861658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:51:28.864179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:51:28.864886] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:28.942869] [DEBUG] [MAG       ] SLXN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:28.990787] [DEBUG] [MAG       ] CCBG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:29.069675] [INFO ] [LOCAL     ] CCBG: Saved forecast.
[2025-12-01T20:51:29.069737] [INFO ] [main      ] CCBG: Signal=1 (Conf=80.0%), Magnitude=0.28% (Conf=52.7375%)
[2025-12-01T20:51:29.070091] [INFO ] [main      ] Fetching symbol history for CTLP...
[2025-12-01T20:51:29.070141] [DEBUG] [REMOTE    ] CTLP: Fetching historical data.
[2025-12-01T20:51:29.070138] [INFO ] [main      ] Progress: 328/769 forecasts completed (42.7%). CCBG finished in 0.6s. ETA: 1m 12s. Rate: 365.06 forecasts/min
[2025-12-01T20:51:29.072559] [DEBUG] [MAG       ] OBIL: Last date is validated at 2025-12-01
[2025-12-01T20:51:29.082699] [DEBUG] [REMOTE    ] CTLP: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:29.083829] [DEBUG] [LOCAL     ] Loaded configuration for CTLP: 6 features, N/A% accuracy
[2025-12-01T20:51:29.083881] [INFO ] [LOCAL     ] CTLP: Loaded 6 optimal features with 59.52% confidence from JSON config
[2025-12-01T20:51:29.083911] [DEBUG] [MAG       ] Building data for symbol: CTLP with lookback: 0
[2025-12-01T20:51:29.084680] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:29.084739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:29.089418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:29.091135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:29.091606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:29.091991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:51:29.092901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:51:29.093964] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:29.094066] [INFO ] [LOCAL     ] SLXN: Saved forecast.
[2025-12-01T20:51:29.094132] [INFO ] [main      ] SLXN: Signal=1 (Conf=80.0%), Magnitude=-4.79% (Conf=43.188%)
[2025-12-01T20:51:29.094294] [INFO ] [main      ] Fetching symbol history for KROS...
[2025-12-01T20:51:29.094339] [DEBUG] [REMOTE    ] KROS: Fetching historical data.
[2025-12-01T20:51:29.094839] [INFO ] [main      ] Progress: 329/769 forecasts completed (42.8%). SLXN finished in 0.7s. ETA: 1m 12s. Rate: 366.00 forecasts/min
[2025-12-01T20:51:29.108456] [DEBUG] [REMOTE    ] KROS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:29.109413] [DEBUG] [LOCAL     ] Loaded configuration for KROS: 6 features, N/A% accuracy
[2025-12-01T20:51:29.109473] [INFO ] [LOCAL     ] KROS: Loaded 6 optimal features with 37.81% confidence from JSON config
[2025-12-01T20:51:29.109506] [DEBUG] [MAG       ] Building data for symbol: KROS with lookback: 0
[2025-12-01T20:51:29.110359] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:29.110421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:29.112192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:29.112714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:29.113105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:29.113869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:51:29.116708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:51:29.117825] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:29.193770] [DEBUG] [MAG       ] CMCO: Last date is validated at 2025-12-01
[2025-12-01T20:51:29.237564] [DEBUG] [MAG       ] OBIL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:29.357157] [DEBUG] [MAG       ] CMCO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:29.419129] [DEBUG] [MAG       ] CTLP: Last date is validated at 2025-12-01
[2025-12-01T20:51:29.448547] [DEBUG] [MAG       ] KROS: Last date is validated at 2025-12-01
[2025-12-01T20:51:29.461153] [INFO ] [LOCAL     ] CMCO: Saved forecast.
[2025-12-01T20:51:29.461217] [INFO ] [main      ] CMCO: Signal=1 (Conf=80.0%), Magnitude=-0.02% (Conf=57.4329%)
[2025-12-01T20:51:29.461538] [INFO ] [main      ] Fetching symbol history for VRRM...
[2025-12-01T20:51:29.461602] [DEBUG] [REMOTE    ] VRRM: Fetching historical data.
[2025-12-01T20:51:29.461649] [INFO ] [main      ] Progress: 330/769 forecasts completed (42.9%). CMCO finished in 0.6s. ETA: 1m 12s. Rate: 364.63 forecasts/min
[2025-12-01T20:51:29.474548] [DEBUG] [REMOTE    ] VRRM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:29.475588] [DEBUG] [LOCAL     ] Loaded configuration for VRRM: 8 features, N/A% accuracy
[2025-12-01T20:51:29.475643] [INFO ] [LOCAL     ] VRRM: Loaded 8 optimal features with 39.62% confidence from JSON config
[2025-12-01T20:51:29.475674] [DEBUG] [MAG       ] Building data for symbol: VRRM with lookback: 0
[2025-12-01T20:51:29.476401] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:51:29.476463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:29.478026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:29.496420] [INFO ] [LOCAL     ] OBIL: Saved forecast.
[2025-12-01T20:51:29.496483] [INFO ] [main      ] OBIL: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=13.5335%)
[2025-12-01T20:51:29.496664] [INFO ] [main      ] Fetching symbol history for SVCO...
[2025-12-01T20:51:29.496711] [DEBUG] [REMOTE    ] SVCO: Fetching historical data.
[2025-12-01T20:51:29.498670] [INFO ] [main      ] Progress: 331/769 forecasts completed (43.0%). OBIL finished in 1.1s. ETA: 1m 12s. Rate: 365.49 forecasts/min
[2025-12-01T20:51:29.510105] [DEBUG] [REMOTE    ] SVCO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:29.510936] [DEBUG] [LOCAL     ] Loaded configuration for SVCO: 6 features, N/A% accuracy
[2025-12-01T20:51:29.510985] [INFO ] [LOCAL     ] SVCO: Loaded 6 optimal features with 64.55% confidence from JSON config
[2025-12-01T20:51:29.511015] [DEBUG] [MAG       ] Building data for symbol: SVCO with lookback: 0
[2025-12-01T20:51:29.512090] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:29.512149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:29.527268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:29.529135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:29.529616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:51:29.530629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:51:29.532215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:51:29.533208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-01T20:51:29.533875] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:29.582109] [DEBUG] [MAG       ] CTLP: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:29.615548] [DEBUG] [MAG       ] KROS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:29.621255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:29.623281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-01T20:51:29.624032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-01T20:51:29.626127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-01T20:51:29.630052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-01T20:51:29.631422] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:29.644635] [INFO ] [LOCAL     ] CTLP: Saved forecast.
[2025-12-01T20:51:29.644708] [INFO ] [main      ] CTLP: Signal=1 (Conf=80.0%), Magnitude=0.42% (Conf=59.5161%)
[2025-12-01T20:51:29.645037] [INFO ] [main      ] Fetching symbol history for PRG...
[2025-12-01T20:51:29.645088] [DEBUG] [REMOTE    ] PRG: Fetching historical data.
[2025-12-01T20:51:29.645073] [INFO ] [main      ] Progress: 332/769 forecasts completed (43.2%). CTLP finished in 0.6s. ETA: 1m 12s. Rate: 365.61 forecasts/min
[2025-12-01T20:51:29.657966] [DEBUG] [REMOTE    ] PRG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:29.658937] [DEBUG] [LOCAL     ] Loaded configuration for PRG: 3 features, N/A% accuracy
[2025-12-01T20:51:29.658990] [INFO ] [LOCAL     ] PRG: Loaded 3 optimal features with 49.83% confidence from JSON config
[2025-12-01T20:51:29.659022] [DEBUG] [MAG       ] Building data for symbol: PRG with lookback: 0
[2025-12-01T20:51:29.659792] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:29.659849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:29.661482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:29.662316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:29.662769] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:29.737781] [INFO ] [LOCAL     ] KROS: Saved forecast.
[2025-12-01T20:51:29.737846] [INFO ] [main      ] KROS: Signal=1 (Conf=80.0%), Magnitude=-3.16% (Conf=37.8057%)
[2025-12-01T20:51:29.738142] [INFO ] [main      ] Fetching symbol history for CMS...
[2025-12-01T20:51:29.738190] [DEBUG] [REMOTE    ] CMS: Fetching historical data.
[2025-12-01T20:51:29.739070] [INFO ] [main      ] Progress: 333/769 forecasts completed (43.3%). KROS finished in 0.6s. ETA: 1m 11s. Rate: 366.08 forecasts/min
[2025-12-01T20:51:29.750907] [DEBUG] [REMOTE    ] CMS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:29.752046] [DEBUG] [LOCAL     ] Loaded configuration for CMS: 5 features, N/A% accuracy
[2025-12-01T20:51:29.752097] [INFO ] [LOCAL     ] CMS: Loaded 5 optimal features with 52.77% confidence from JSON config
[2025-12-01T20:51:29.752128] [DEBUG] [MAG       ] Building data for symbol: CMS with lookback: 0
[2025-12-01T20:51:29.752901] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:29.752959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:29.753658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:51:29.755599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:51:29.756915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:51:29.757960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-01T20:51:29.763548] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:29.866484] [DEBUG] [MAG       ] VRRM: Last date is validated at 2025-12-01
[2025-12-01T20:51:29.966593] [DEBUG] [MAG       ] SVCO: Last date is validated at 2025-12-01
[2025-12-01T20:51:29.993037] [DEBUG] [MAG       ] PRG: Last date is validated at 2025-12-01
[2025-12-01T20:51:30.030362] [DEBUG] [MAG       ] VRRM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:30.097377] [DEBUG] [MAG       ] CMS: Last date is validated at 2025-12-01
[2025-12-01T20:51:30.117044] [INFO ] [LOCAL     ] VRRM: Saved forecast.
[2025-12-01T20:51:30.117113] [INFO ] [main      ] VRRM: Signal=1 (Conf=80.0%), Magnitude=-0.31% (Conf=39.6161%)
[2025-12-01T20:51:30.117458] [INFO ] [main      ] Fetching symbol history for GLAD...
[2025-12-01T20:51:30.117518] [DEBUG] [REMOTE    ] GLAD: Fetching historical data.
[2025-12-01T20:51:30.117651] [INFO ] [main      ] Progress: 334/769 forecasts completed (43.4%). VRRM finished in 0.7s. ETA: 1m 12s. Rate: 364.65 forecasts/min
[2025-12-01T20:51:30.130684] [DEBUG] [REMOTE    ] GLAD: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:30.131314] [DEBUG] [MAG       ] SVCO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:30.131856] [DEBUG] [LOCAL     ] Loaded configuration for GLAD: 4 features, N/A% accuracy
[2025-12-01T20:51:30.131912] [INFO ] [LOCAL     ] GLAD: Loaded 4 optimal features with 48.51% confidence from JSON config
[2025-12-01T20:51:30.131942] [DEBUG] [MAG       ] Building data for symbol: GLAD with lookback: 0
[2025-12-01T20:51:30.132732] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:30.132790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:30.137561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:30.139375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:30.139860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:30.140241] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:30.154192] [DEBUG] [MAG       ] PRG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:30.201988] [INFO ] [LOCAL     ] SVCO: Saved forecast.
[2025-12-01T20:51:30.202053] [INFO ] [main      ] SVCO: Signal=1 (Conf=80.0%), Magnitude=0.63% (Conf=64.552%)
[2025-12-01T20:51:30.202205] [INFO ] [main      ] Fetching symbol history for CCSI...
[2025-12-01T20:51:30.202248] [DEBUG] [REMOTE    ] CCSI: Fetching historical data.
[2025-12-01T20:51:30.203650] [INFO ] [main      ] Progress: 335/769 forecasts completed (43.6%). SVCO finished in 0.7s. ETA: 1m 11s. Rate: 365.17 forecasts/min
[2025-12-01T20:51:30.215202] [DEBUG] [REMOTE    ] CCSI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:30.216117] [DEBUG] [LOCAL     ] Loaded configuration for CCSI: 6 features, N/A% accuracy
[2025-12-01T20:51:30.216166] [INFO ] [LOCAL     ] CCSI: Loaded 6 optimal features with 52.58% confidence from JSON config
[2025-12-01T20:51:30.216197] [DEBUG] [MAG       ] Building data for symbol: CCSI with lookback: 0
[2025-12-01T20:51:30.216955] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:30.217012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:30.221788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:30.223521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:30.224023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:30.224461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:30.224876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:30.244272] [INFO ] [LOCAL     ] PRG: Saved forecast.
[2025-12-01T20:51:30.244335] [INFO ] [main      ] PRG: Signal=1 (Conf=80.0%), Magnitude=5.56% (Conf=49.834%)
[2025-12-01T20:51:30.244695] [INFO ] [main      ] Fetching symbol history for AQNB...
[2025-12-01T20:51:30.244744] [DEBUG] [REMOTE    ] AQNB: Fetching historical data.
[2025-12-01T20:51:30.245641] [INFO ] [main      ] Progress: 336/769 forecasts completed (43.7%). PRG finished in 0.6s. ETA: 1m 11s. Rate: 365.98 forecasts/min
[2025-12-01T20:51:30.256744] [DEBUG] [REMOTE    ] AQNB: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:30.257774] [DEBUG] [LOCAL     ] Loaded configuration for AQNB: 0 features, N/A% accuracy
[2025-12-01T20:51:30.257825] [INFO ] [LOCAL     ] AQNB: Loaded 0 optimal features with 36.37% confidence from JSON config
[2025-12-01T20:51:30.257857] [DEBUG] [MAG       ] Building data for symbol: AQNB with lookback: 0
[2025-12-01T20:51:30.258652] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-01T20:51:30.262275] [DEBUG] [MAG       ] CMS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:30.335229] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:30.348492] [INFO ] [LOCAL     ] CMS: Saved forecast.
[2025-12-01T20:51:30.348561] [INFO ] [main      ] CMS: Signal=1 (Conf=80.0%), Magnitude=0.20% (Conf=52.7705%)
[2025-12-01T20:51:30.348896] [INFO ] [main      ] Fetching symbol history for EPC...
[2025-12-01T20:51:30.348946] [DEBUG] [REMOTE    ] EPC: Fetching historical data.
[2025-12-01T20:51:30.349712] [INFO ] [main      ] Progress: 337/769 forecasts completed (43.8%). CMS finished in 0.6s. ETA: 1m 11s. Rate: 366.38 forecasts/min
[2025-12-01T20:51:30.361932] [DEBUG] [REMOTE    ] EPC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:30.362766] [DEBUG] [LOCAL     ] Loaded configuration for EPC: 2 features, N/A% accuracy
[2025-12-01T20:51:30.362823] [INFO ] [LOCAL     ] EPC: Loaded 2 optimal features with 51.70% confidence from JSON config
[2025-12-01T20:51:30.362856] [DEBUG] [MAG       ] Building data for symbol: EPC with lookback: 0
[2025-12-01T20:51:30.363635] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:30.363693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:30.368473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-01T20:51:30.369231] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:30.472152] [DEBUG] [MAG       ] GLAD: Last date is validated at 2025-12-01
[2025-12-01T20:51:30.582633] [DEBUG] [MAG       ] AQNB: Last date is validated at 2025-12-01
[2025-12-01T20:51:30.639147] [DEBUG] [MAG       ] GLAD: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:30.667350] [DEBUG] [MAG       ] CCSI: Last date is validated at 2025-12-01
[2025-12-01T20:51:30.699915] [DEBUG] [MAG       ] EPC: Last date is validated at 2025-12-01
[2025-12-01T20:51:30.708857] [INFO ] [LOCAL     ] GLAD: Saved forecast.
[2025-12-01T20:51:30.708924] [INFO ] [main      ] GLAD: Signal=1 (Conf=80.0%), Magnitude=-3.29% (Conf=48.5088%)
[2025-12-01T20:51:30.709266] [INFO ] [main      ] Progress: 338/769 forecasts completed (44.0%). GLAD finished in 0.6s. ETA: 1m 11s. Rate: 365.09 forecasts/min
[2025-12-01T20:51:30.709391] [INFO ] [main      ] Fetching symbol history for NPFD...
[2025-12-01T20:51:30.709435] [DEBUG] [REMOTE    ] NPFD: Fetching historical data.
[2025-12-01T20:51:30.722795] [DEBUG] [REMOTE    ] NPFD: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:30.723888] [DEBUG] [LOCAL     ] Loaded configuration for NPFD: 3 features, N/A% accuracy
[2025-12-01T20:51:30.723944] [INFO ] [LOCAL     ] NPFD: Loaded 3 optimal features with 56.88% confidence from JSON config
[2025-12-01T20:51:30.723975] [DEBUG] [MAG       ] Building data for symbol: NPFD with lookback: 0
[2025-12-01T20:51:30.724790] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:30.724850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:30.747404] [DEBUG] [MAG       ] AQNB: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:30.773709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:51:30.776629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:51:30.777820] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:30.797751] [INFO ] [LOCAL     ] AQNB: Saved forecast.
[2025-12-01T20:51:30.797817] [INFO ] [main      ] AQNB: Signal=1 (Conf=80.0%), Magnitude=0.10% (Conf=36.37%)
[2025-12-01T20:51:30.798210] [INFO ] [main      ] Fetching symbol history for WING...
[2025-12-01T20:51:30.798259] [DEBUG] [REMOTE    ] WING: Fetching historical data.
[2025-12-01T20:51:30.798653] [INFO ] [main      ] Progress: 339/769 forecasts completed (44.1%). AQNB finished in 0.6s. ETA: 1m 11s. Rate: 365.58 forecasts/min
[2025-12-01T20:51:30.810926] [DEBUG] [REMOTE    ] WING: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:30.812014] [DEBUG] [LOCAL     ] Loaded configuration for WING: 4 features, N/A% accuracy
[2025-12-01T20:51:30.812066] [INFO ] [LOCAL     ] WING: Loaded 4 optimal features with 60.95% confidence from JSON config
[2025-12-01T20:51:30.812096] [DEBUG] [MAG       ] Building data for symbol: WING with lookback: 0
[2025-12-01T20:51:30.812868] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:30.812925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:30.814552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:30.815058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:51:30.817949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-01T20:51:30.819547] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:30.834075] [DEBUG] [MAG       ] CCSI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:30.867742] [DEBUG] [MAG       ] EPC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:30.916610] [INFO ] [LOCAL     ] CCSI: Saved forecast.
[2025-12-01T20:51:30.916680] [INFO ] [main      ] CCSI: Signal=1 (Conf=80.0%), Magnitude=2.02% (Conf=52.5767%)
[2025-12-01T20:51:30.916842] [INFO ] [main      ] Fetching symbol history for SLDP...
[2025-12-01T20:51:30.916884] [DEBUG] [REMOTE    ] SLDP: Fetching historical data.
[2025-12-01T20:51:30.918646] [INFO ] [main      ] Progress: 340/769 forecasts completed (44.2%). CCSI finished in 0.7s. ETA: 1m 10s. Rate: 365.87 forecasts/min
[2025-12-01T20:51:30.929661] [DEBUG] [REMOTE    ] SLDP: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:30.930811] [DEBUG] [LOCAL     ] Loaded configuration for SLDP: 10 features, N/A% accuracy
[2025-12-01T20:51:30.930861] [INFO ] [LOCAL     ] SLDP: Loaded 10 optimal features with 44.55% confidence from JSON config
[2025-12-01T20:51:30.930891] [DEBUG] [MAG       ] Building data for symbol: SLDP with lookback: 0
[2025-12-01T20:51:30.931688] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-01T20:51:30.931749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:30.933370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:30.933901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:30.934328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:30.934743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:30.937032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:30.938627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:51:30.939881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-01T20:51:30.940965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-01T20:51:30.942128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-01T20:51:30.944870] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:30.945032] [INFO ] [LOCAL     ] EPC: Saved forecast.
[2025-12-01T20:51:30.945095] [INFO ] [main      ] EPC: Signal=1 (Conf=80.0%), Magnitude=-4.65% (Conf=51.7032%)
[2025-12-01T20:51:30.945427] [INFO ] [main      ] Progress: 341/769 forecasts completed (44.3%). EPC finished in 0.6s. ETA: 1m 10s. Rate: 366.77 forecasts/min
[2025-12-01T20:51:30.945556] [INFO ] [main      ] Fetching symbol history for AXTI...
[2025-12-01T20:51:30.945615] [DEBUG] [REMOTE    ] AXTI: Fetching historical data.
[2025-12-01T20:51:30.958453] [DEBUG] [REMOTE    ] AXTI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:30.959648] [DEBUG] [LOCAL     ] Loaded configuration for AXTI: 5 features, N/A% accuracy
[2025-12-01T20:51:30.959704] [INFO ] [LOCAL     ] AXTI: Loaded 5 optimal features with 53.07% confidence from JSON config
[2025-12-01T20:51:30.959752] [DEBUG] [MAG       ] Building data for symbol: AXTI with lookback: 0
[2025-12-01T20:51:30.960501] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:30.960559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:30.965229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:30.966938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:30.967381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:30.967764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:51:30.968963] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:31.114842] [DEBUG] [MAG       ] NPFD: Last date is validated at 2025-12-01
[2025-12-01T20:51:31.154041] [DEBUG] [MAG       ] WING: Last date is validated at 2025-12-01
[2025-12-01T20:51:31.277518] [DEBUG] [MAG       ] NPFD: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:31.278215] [DEBUG] [MAG       ] SLDP: Last date is validated at 2025-12-01
[2025-12-01T20:51:31.297851] [DEBUG] [MAG       ] AXTI: Last date is validated at 2025-12-01
[2025-12-01T20:51:31.327787] [DEBUG] [MAG       ] WING: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:31.332768] [INFO ] [LOCAL     ] NPFD: Saved forecast.
[2025-12-01T20:51:31.333160] [INFO ] [main      ] NPFD: Signal=1 (Conf=80.0%), Magnitude=-0.04% (Conf=56.8819%)
[2025-12-01T20:51:31.333595] [INFO ] [main      ] Fetching symbol history for NEO...
[2025-12-01T20:51:31.333647] [DEBUG] [REMOTE    ] NEO: Fetching historical data.
[2025-12-01T20:51:31.335663] [INFO ] [main      ] Progress: 342/769 forecasts completed (44.5%). NPFD finished in 0.6s. ETA: 1m 10s. Rate: 365.29 forecasts/min
[2025-12-01T20:51:31.347437] [DEBUG] [REMOTE    ] NEO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:31.348349] [DEBUG] [LOCAL     ] Loaded configuration for NEO: 2 features, N/A% accuracy
[2025-12-01T20:51:31.348413] [INFO ] [LOCAL     ] NEO: Loaded 2 optimal features with 50.78% confidence from JSON config
[2025-12-01T20:51:31.348445] [DEBUG] [MAG       ] Building data for symbol: NEO with lookback: 0
[2025-12-01T20:51:31.349238] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:31.349294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:31.350154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:51:31.350811] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:31.445697] [DEBUG] [MAG       ] SLDP: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:31.465147] [DEBUG] [MAG       ] AXTI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:31.490947] [INFO ] [LOCAL     ] WING: Saved forecast.
[2025-12-01T20:51:31.491016] [INFO ] [main      ] WING: Signal=1 (Conf=80.0%), Magnitude=1.96% (Conf=60.9495%)
[2025-12-01T20:51:31.491469] [INFO ] [main      ] Fetching symbol history for ZD...
[2025-12-01T20:51:31.491521] [DEBUG] [REMOTE    ] ZD: Fetching historical data.
[2025-12-01T20:51:31.491625] [INFO ] [main      ] Progress: 343/769 forecasts completed (44.6%). WING finished in 0.7s. ETA: 1m 10s. Rate: 365.34 forecasts/min
[2025-12-01T20:51:31.505676] [DEBUG] [REMOTE    ] ZD: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:31.506783] [DEBUG] [LOCAL     ] Loaded configuration for ZD: 2 features, N/A% accuracy
[2025-12-01T20:51:31.506847] [INFO ] [LOCAL     ] ZD: Loaded 2 optimal features with 56.95% confidence from JSON config
[2025-12-01T20:51:31.506886] [DEBUG] [MAG       ] Building data for symbol: ZD with lookback: 0
[2025-12-01T20:51:31.507726] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:31.507789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:31.509611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:31.510192] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:31.529978] [INFO ] [LOCAL     ] AXTI: Saved forecast.
[2025-12-01T20:51:31.530042] [INFO ] [main      ] AXTI: Signal=1 (Conf=80.0%), Magnitude=3.26% (Conf=53.0734%)
[2025-12-01T20:51:31.530393] [INFO ] [main      ] Progress: 344/769 forecasts completed (44.7%). AXTI finished in 0.6s. ETA: 1m 10s. Rate: 366.15 forecasts/min
[2025-12-01T20:51:31.530513] [INFO ] [main      ] Fetching symbol history for SMPL...
[2025-12-01T20:51:31.530557] [DEBUG] [REMOTE    ] SMPL: Fetching historical data.
[2025-12-01T20:51:31.543988] [DEBUG] [REMOTE    ] SMPL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:31.545041] [DEBUG] [LOCAL     ] Loaded configuration for SMPL: 8 features, N/A% accuracy
[2025-12-01T20:51:31.545093] [INFO ] [LOCAL     ] SMPL: Loaded 8 optimal features with 47.95% confidence from JSON config
[2025-12-01T20:51:31.545124] [DEBUG] [MAG       ] Building data for symbol: SMPL with lookback: 0
[2025-12-01T20:51:31.545909] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:51:31.545969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:31.547656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:31.548185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:31.548619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:31.583672] [INFO ] [LOCAL     ] SLDP: Saved forecast.
[2025-12-01T20:51:31.583736] [INFO ] [main      ] SLDP: Signal=1 (Conf=80.0%), Magnitude=-20.41% (Conf=44.5475%)
[2025-12-01T20:51:31.584080] [INFO ] [main      ] Fetching symbol history for CTRM...
[2025-12-01T20:51:31.584129] [DEBUG] [REMOTE    ] CTRM: Fetching historical data.
[2025-12-01T20:51:31.585647] [INFO ] [main      ] Progress: 345/769 forecasts completed (44.9%). SLDP finished in 0.7s. ETA: 1m 9s. Rate: 366.86 forecasts/min
[2025-12-01T20:51:31.598525] [DEBUG] [REMOTE    ] CTRM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:31.599443] [DEBUG] [LOCAL     ] Loaded configuration for CTRM: 8 features, N/A% accuracy
[2025-12-01T20:51:31.599498] [INFO ] [LOCAL     ] CTRM: Loaded 8 optimal features with 33.47% confidence from JSON config
[2025-12-01T20:51:31.599529] [DEBUG] [MAG       ] Building data for symbol: CTRM with lookback: 0
[2025-12-01T20:51:31.600306] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:51:31.600369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:31.605046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:31.606014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:31.607790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:31.608242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:51:31.609230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:51:31.610765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:51:31.611770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-01T20:51:31.612403] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:31.660657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:31.662517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:51:31.663535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:51:31.665640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:51:31.667281] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:31.679847] [DEBUG] [MAG       ] NEO: Last date is validated at 2025-12-01
[2025-12-01T20:51:31.844906] [DEBUG] [MAG       ] NEO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:31.851715] [DEBUG] [MAG       ] ZD: Last date is validated at 2025-12-01
[2025-12-01T20:51:31.917689] [INFO ] [LOCAL     ] NEO: Saved forecast.
[2025-12-01T20:51:31.917751] [INFO ] [main      ] NEO: Signal=1 (Conf=80.0%), Magnitude=1.18% (Conf=50.7793%)
[2025-12-01T20:51:31.918076] [INFO ] [main      ] Fetching symbol history for MFIN...
[2025-12-01T20:51:31.918125] [DEBUG] [REMOTE    ] MFIN: Fetching historical data.
[2025-12-01T20:51:31.918650] [INFO ] [main      ] Progress: 346/769 forecasts completed (45.0%). NEO finished in 0.6s. ETA: 1m 9s. Rate: 365.76 forecasts/min
[2025-12-01T20:51:31.930276] [DEBUG] [REMOTE    ] MFIN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:31.931290] [DEBUG] [LOCAL     ] Loaded configuration for MFIN: 3 features, N/A% accuracy
[2025-12-01T20:51:31.931339] [INFO ] [LOCAL     ] MFIN: Loaded 3 optimal features with 58.55% confidence from JSON config
[2025-12-01T20:51:31.931369] [DEBUG] [MAG       ] Building data for symbol: MFIN with lookback: 0
[2025-12-01T20:51:31.932130] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:31.932187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:51:31.933154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:51:31.935141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-01T20:51:31.937494] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:31.942687] [DEBUG] [MAG       ] CTRM: Last date is validated at 2025-12-01
[2025-12-01T20:51:32.004759] [DEBUG] [MAG       ] SMPL: Last date is validated at 2025-12-01
[2025-12-01T20:51:32.031153] [DEBUG] [MAG       ] ZD: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:32.107156] [DEBUG] [MAG       ] CTRM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:32.123869] [INFO ] [LOCAL     ] ZD: Saved forecast.
[2025-12-01T20:51:32.123964] [INFO ] [main      ] ZD: Signal=1 (Conf=80.0%), Magnitude=-3.74% (Conf=56.9462%)
[2025-12-01T20:51:32.124440] [INFO ] [main      ] Fetching symbol history for BTZ...
[2025-12-01T20:51:32.124494] [DEBUG] [REMOTE    ] BTZ: Fetching historical data.
[2025-12-01T20:51:32.124650] [INFO ] [main      ] Progress: 347/769 forecasts completed (45.1%). ZD finished in 0.6s. ETA: 1m 9s. Rate: 365.49 forecasts/min
[2025-12-01T20:51:32.138132] [DEBUG] [REMOTE    ] BTZ: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:32.139434] [DEBUG] [LOCAL     ] Loaded configuration for BTZ: 9 features, N/A% accuracy
[2025-12-01T20:51:32.139492] [INFO ] [LOCAL     ] BTZ: Loaded 9 optimal features with 42.29% confidence from JSON config
[2025-12-01T20:51:32.139524] [DEBUG] [MAG       ] Building data for symbol: BTZ with lookback: 0
[2025-12-01T20:51:32.140471] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:51:32.140543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:32.145611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:32.146562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:51:32.172654] [INFO ] [LOCAL     ] CTRM: Saved forecast.
[2025-12-01T20:51:32.172719] [INFO ] [main      ] CTRM: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=33.468%)
[2025-12-01T20:51:32.172882] [INFO ] [main      ] Fetching symbol history for IDCC...
[2025-12-01T20:51:32.172925] [DEBUG] [REMOTE    ] IDCC: Fetching historical data.
[2025-12-01T20:51:32.173744] [DEBUG] [MAG       ] SMPL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:32.173912] [INFO ] [main      ] Progress: 348/769 forecasts completed (45.3%). CTRM finished in 0.6s. ETA: 1m 9s. Rate: 366.23 forecasts/min
[2025-12-01T20:51:32.186555] [DEBUG] [REMOTE    ] IDCC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:32.187615] [DEBUG] [LOCAL     ] Loaded configuration for IDCC: 4 features, N/A% accuracy
[2025-12-01T20:51:32.187676] [INFO ] [LOCAL     ] IDCC: Loaded 4 optimal features with 56.88% confidence from JSON config
[2025-12-01T20:51:32.187706] [DEBUG] [MAG       ] Building data for symbol: IDCC with lookback: 0
[2025-12-01T20:51:32.191056] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:32.191112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:32.193486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:32.194007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:32.194439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:32.194837] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:32.229011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:51:32.233896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:51:32.236895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:51:32.254741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-01T20:51:32.256159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:32.257925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:51:32.259089] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:32.259359] [INFO ] [LOCAL     ] SMPL: Saved forecast.
[2025-12-01T20:51:32.259424] [INFO ] [main      ] SMPL: Signal=1 (Conf=80.0%), Magnitude=-3.55% (Conf=47.9529%)
[2025-12-01T20:51:32.259777] [INFO ] [main      ] Fetching symbol history for BTMD...
[2025-12-01T20:51:32.259828] [DEBUG] [REMOTE    ] BTMD: Fetching historical data.
[2025-12-01T20:51:32.260663] [INFO ] [main      ] Progress: 349/769 forecasts completed (45.4%). SMPL finished in 0.7s. ETA: 1m 9s. Rate: 366.73 forecasts/min
[2025-12-01T20:51:32.271676] [DEBUG] [MAG       ] MFIN: Last date is validated at 2025-12-01
[2025-12-01T20:51:32.272411] [DEBUG] [REMOTE    ] BTMD: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:32.273531] [DEBUG] [LOCAL     ] Loaded configuration for BTMD: 2 features, N/A% accuracy
[2025-12-01T20:51:32.273602] [INFO ] [LOCAL     ] BTMD: Loaded 2 optimal features with 52.76% confidence from JSON config
[2025-12-01T20:51:32.273636] [DEBUG] [MAG       ] Building data for symbol: BTMD with lookback: 0
[2025-12-01T20:51:32.274428] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:32.274488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:32.323221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:51:32.324609] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:32.434639] [DEBUG] [MAG       ] MFIN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:32.496178] [INFO ] [LOCAL     ] MFIN: Saved forecast.
[2025-12-01T20:51:32.496241] [INFO ] [main      ] MFIN: Signal=1 (Conf=80.0%), Magnitude=4.13% (Conf=58.5501%)
[2025-12-01T20:51:32.496683] [INFO ] [main      ] Fetching symbol history for AIRJ...
[2025-12-01T20:51:32.496737] [DEBUG] [REMOTE    ] AIRJ: Fetching historical data.
[2025-12-01T20:51:32.497644] [INFO ] [main      ] Progress: 350/769 forecasts completed (45.5%). MFIN finished in 0.6s. ETA: 1m 9s. Rate: 366.26 forecasts/min
[2025-12-01T20:51:32.509283] [DEBUG] [REMOTE    ] AIRJ: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:32.510289] [DEBUG] [LOCAL     ] Loaded configuration for AIRJ: 5 features, N/A% accuracy
[2025-12-01T20:51:32.510339] [INFO ] [LOCAL     ] AIRJ: Loaded 5 optimal features with 48.06% confidence from JSON config
[2025-12-01T20:51:32.510370] [DEBUG] [MAG       ] Building data for symbol: AIRJ with lookback: 0
[2025-12-01T20:51:32.511133] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:32.511190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:32.512843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:32.513316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:32.526413] [DEBUG] [MAG       ] IDCC: Last date is validated at 2025-12-01
[2025-12-01T20:51:32.602101] [DEBUG] [MAG       ] BTZ: Last date is validated at 2025-12-01
[2025-12-01T20:51:32.620869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:32.622646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-01T20:51:32.623314] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:32.663475] [DEBUG] [MAG       ] BTMD: Last date is validated at 2025-12-01
[2025-12-01T20:51:32.692875] [DEBUG] [MAG       ] IDCC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:32.831998] [INFO ] [LOCAL     ] IDCC: Saved forecast.
[2025-12-01T20:51:32.832060] [INFO ] [main      ] IDCC: Signal=1 (Conf=80.0%), Magnitude=-0.44% (Conf=56.8797%)
[2025-12-01T20:51:32.832422] [INFO ] [main      ] Progress: 351/769 forecasts completed (45.6%). IDCC finished in 0.7s. ETA: 1m 9s. Rate: 365.17 forecasts/min
[2025-12-01T20:51:32.832541] [INFO ] [main      ] Fetching symbol history for CION...
[2025-12-01T20:51:32.832600] [DEBUG] [REMOTE    ] CION: Fetching historical data.
[2025-12-01T20:51:32.833762] [DEBUG] [MAG       ] BTZ: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:32.834027] [DEBUG] [MAG       ] BTMD: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:32.845432] [DEBUG] [REMOTE    ] CION: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:32.846468] [DEBUG] [LOCAL     ] Loaded configuration for CION: 9 features, N/A% accuracy
[2025-12-01T20:51:32.846517] [INFO ] [LOCAL     ] CION: Loaded 9 optimal features with 41.40% confidence from JSON config
[2025-12-01T20:51:32.846547] [DEBUG] [MAG       ] Building data for symbol: CION with lookback: 0
[2025-12-01T20:51:32.847299] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:51:32.847360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:32.849015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:32.849509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:32.849973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:32.850346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:32.851208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:51:32.852370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:51:32.853338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:51:32.855273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:51:32.872124] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:32.891118] [INFO ] [LOCAL     ] BTMD: Saved forecast.
[2025-12-01T20:51:32.891183] [INFO ] [main      ] BTMD: Signal=1 (Conf=80.0%), Magnitude=0.15% (Conf=52.7608%)
[2025-12-01T20:51:32.891535] [INFO ] [main      ] Fetching symbol history for WCC...
[2025-12-01T20:51:32.891601] [DEBUG] [REMOTE    ] WCC: Fetching historical data.
[2025-12-01T20:51:32.892651] [INFO ] [main      ] Progress: 352/769 forecasts completed (45.8%). BTMD finished in 0.6s. ETA: 1m 8s. Rate: 365.83 forecasts/min
[2025-12-01T20:51:32.904612] [DEBUG] [REMOTE    ] WCC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:32.905543] [INFO ] [LOCAL     ] BTZ: Saved forecast.
[2025-12-01T20:51:32.905628] [INFO ] [main      ] BTZ: Signal=1 (Conf=80.0%), Magnitude=0.04% (Conf=42.2908%)
[2025-12-01T20:51:32.905647] [DEBUG] [LOCAL     ] Loaded configuration for WCC: 10 features, N/A% accuracy
[2025-12-01T20:51:32.905698] [INFO ] [LOCAL     ] WCC: Loaded 10 optimal features with 52.11% confidence from JSON config
[2025-12-01T20:51:32.905728] [DEBUG] [MAG       ] Building data for symbol: WCC with lookback: 0
[2025-12-01T20:51:32.905787] [INFO ] [main      ] Fetching symbol history for LZB...
[2025-12-01T20:51:32.905832] [DEBUG] [REMOTE    ] LZB: Fetching historical data.
[2025-12-01T20:51:32.906488] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-01T20:51:32.906550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:32.907616] [INFO ] [main      ] Progress: 353/769 forecasts completed (45.9%). BTZ finished in 0.8s. ETA: 1m 8s. Rate: 366.77 forecasts/min
[2025-12-01T20:51:32.911205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:32.911992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:32.912810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:32.915124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:32.916800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:32.917254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:51:32.918246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:51:32.918721] [DEBUG] [REMOTE    ] LZB: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:32.919524] [DEBUG] [LOCAL     ] Loaded configuration for LZB: 3 features, N/A% accuracy
[2025-12-01T20:51:32.919594] [INFO ] [LOCAL     ] LZB: Loaded 3 optimal features with 45.26% confidence from JSON config
[2025-12-01T20:51:32.919644] [DEBUG] [MAG       ] Building data for symbol: LZB with lookback: 0
[2025-12-01T20:51:32.919835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:51:32.920407] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:32.920467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:32.920810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-01T20:51:32.921448] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:32.925427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:51:32.927498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-01T20:51:32.929445] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:32.954502] [DEBUG] [MAG       ] AIRJ: Last date is validated at 2025-12-01
[2025-12-01T20:51:33.118052] [DEBUG] [MAG       ] AIRJ: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:33.181826] [INFO ] [LOCAL     ] AIRJ: Saved forecast.
[2025-12-01T20:51:33.181891] [INFO ] [main      ] AIRJ: Signal=1 (Conf=80.0%), Magnitude=-5.45% (Conf=48.0626%)
[2025-12-01T20:51:33.182221] [INFO ] [main      ] Fetching symbol history for RICK...
[2025-12-01T20:51:33.182269] [DEBUG] [REMOTE    ] RICK: Fetching historical data.
[2025-12-01T20:51:33.182647] [INFO ] [main      ] Progress: 354/769 forecasts completed (46.0%). AIRJ finished in 0.7s. ETA: 1m 8s. Rate: 366.07 forecasts/min
[2025-12-01T20:51:33.195276] [DEBUG] [REMOTE    ] RICK: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:33.196285] [DEBUG] [LOCAL     ] Loaded configuration for RICK: 5 features, N/A% accuracy
[2025-12-01T20:51:33.196335] [INFO ] [LOCAL     ] RICK: Loaded 5 optimal features with 46.52% confidence from JSON config
[2025-12-01T20:51:33.196365] [DEBUG] [MAG       ] Building data for symbol: RICK with lookback: 0
[2025-12-01T20:51:33.197118] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:33.197175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:33.201850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:33.202046] [DEBUG] [MAG       ] CION: Last date is validated at 2025-12-01
[2025-12-01T20:51:33.239133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:51:33.240124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:51:33.241079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-01T20:51:33.241744] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:33.254044] [DEBUG] [MAG       ] WCC: Last date is validated at 2025-12-01
[2025-12-01T20:51:33.261316] [DEBUG] [MAG       ] LZB: Last date is validated at 2025-12-01
[2025-12-01T20:51:33.365215] [DEBUG] [MAG       ] CION: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:33.418391] [DEBUG] [MAG       ] WCC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:33.426913] [DEBUG] [MAG       ] LZB: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:33.434328] [INFO ] [LOCAL     ] CION: Saved forecast.
[2025-12-01T20:51:33.434398] [INFO ] [main      ] CION: Signal=1 (Conf=80.0%), Magnitude=-7.95% (Conf=41.4013%)
[2025-12-01T20:51:33.434551] [INFO ] [main      ] Fetching symbol history for IDE...
[2025-12-01T20:51:33.434610] [DEBUG] [REMOTE    ] IDE: Fetching historical data.
[2025-12-01T20:51:33.435260] [INFO ] [main      ] Progress: 355/769 forecasts completed (46.2%). CION finished in 0.6s. ETA: 1m 8s. Rate: 365.51 forecasts/min
[2025-12-01T20:51:33.447264] [DEBUG] [REMOTE    ] IDE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:33.448477] [DEBUG] [LOCAL     ] Loaded configuration for IDE: 8 features, N/A% accuracy
[2025-12-01T20:51:33.448528] [INFO ] [LOCAL     ] IDE: Loaded 8 optimal features with 42.90% confidence from JSON config
[2025-12-01T20:51:33.448557] [DEBUG] [MAG       ] Building data for symbol: IDE with lookback: 0
[2025-12-01T20:51:33.449338] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:51:33.449398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:33.451058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:33.451541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:33.452303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:33.453102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:33.513136] [INFO ] [LOCAL     ] LZB: Saved forecast.
[2025-12-01T20:51:33.513201] [INFO ] [main      ] LZB: Signal=1 (Conf=80.0%), Magnitude=0.39% (Conf=45.2562%)
[2025-12-01T20:51:33.513548] [INFO ] [main      ] Fetching symbol history for IRDM...
[2025-12-01T20:51:33.513613] [DEBUG] [REMOTE    ] IRDM: Fetching historical data.
[2025-12-01T20:51:33.513653] [INFO ] [main      ] Progress: 356/769 forecasts completed (46.3%). LZB finished in 0.6s. ETA: 1m 8s. Rate: 366.05 forecasts/min
[2025-12-01T20:51:33.526408] [DEBUG] [REMOTE    ] IRDM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:33.527534] [DEBUG] [LOCAL     ] Loaded configuration for IRDM: 6 features, N/A% accuracy
[2025-12-01T20:51:33.527603] [INFO ] [LOCAL     ] IRDM: Loaded 6 optimal features with 66.85% confidence from JSON config
[2025-12-01T20:51:33.527635] [DEBUG] [MAG       ] Building data for symbol: IRDM with lookback: 0
[2025-12-01T20:51:33.528419] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:33.528477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:33.530159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:33.530669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:33.531076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:33.531878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:33.532568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:51:33.534369] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:33.559451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:51:33.562353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-01T20:51:33.563731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:51:33.564848] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:33.571660] [DEBUG] [MAG       ] RICK: Last date is validated at 2025-12-01
[2025-12-01T20:51:33.586448] [INFO ] [LOCAL     ] WCC: Saved forecast.
[2025-12-01T20:51:33.586516] [INFO ] [main      ] WCC: Signal=1 (Conf=80.0%), Magnitude=-1.99% (Conf=52.1099%)
[2025-12-01T20:51:33.586906] [INFO ] [main      ] Fetching symbol history for AIP...
[2025-12-01T20:51:33.588633] [INFO ] [main      ] Progress: 357/769 forecasts completed (46.4%). WCC finished in 0.7s. ETA: 1m 7s. Rate: 366.61 forecasts/min
[2025-12-01T20:51:33.586956] [DEBUG] [REMOTE    ] AIP: Fetching historical data.
[2025-12-01T20:51:33.602983] [DEBUG] [REMOTE    ] AIP: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:33.603878] [DEBUG] [LOCAL     ] Loaded configuration for AIP: 3 features, N/A% accuracy
[2025-12-01T20:51:33.603930] [INFO ] [LOCAL     ] AIP: Loaded 3 optimal features with 53.10% confidence from JSON config
[2025-12-01T20:51:33.603961] [DEBUG] [MAG       ] Building data for symbol: AIP with lookback: 0
[2025-12-01T20:51:33.604755] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:33.604826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:33.609676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:33.610472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:33.611297] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:33.793726] [DEBUG] [MAG       ] RICK: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:33.869903] [DEBUG] [MAG       ] IRDM: Last date is validated at 2025-12-01
[2025-12-01T20:51:33.882361] [INFO ] [LOCAL     ] RICK: Saved forecast.
[2025-12-01T20:51:33.882425] [INFO ] [main      ] RICK: Signal=1 (Conf=80.0%), Magnitude=4.01% (Conf=46.5198%)
[2025-12-01T20:51:33.882777] [INFO ] [main      ] Fetching symbol history for KLIC...
[2025-12-01T20:51:33.882836] [DEBUG] [REMOTE    ] KLIC: Fetching historical data.
[2025-12-01T20:51:33.884654] [INFO ] [main      ] Progress: 358/769 forecasts completed (46.6%). RICK finished in 0.7s. ETA: 1m 7s. Rate: 365.78 forecasts/min
[2025-12-01T20:51:33.895420] [DEBUG] [REMOTE    ] KLIC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:33.896418] [DEBUG] [LOCAL     ] Loaded configuration for KLIC: 2 features, N/A% accuracy
[2025-12-01T20:51:33.896473] [INFO ] [LOCAL     ] KLIC: Loaded 2 optimal features with 50.05% confidence from JSON config
[2025-12-01T20:51:33.896504] [DEBUG] [MAG       ] Building data for symbol: KLIC with lookback: 0
[2025-12-01T20:51:33.896519] [DEBUG] [MAG       ] IDE: Last date is validated at 2025-12-01
[2025-12-01T20:51:33.897253] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:33.897310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:33.898033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:51:33.900664] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:33.951473] [DEBUG] [MAG       ] AIP: Last date is validated at 2025-12-01
[2025-12-01T20:51:34.035528] [DEBUG] [MAG       ] IRDM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:34.064110] [DEBUG] [MAG       ] IDE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:34.116252] [DEBUG] [MAG       ] AIP: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:34.124980] [INFO ] [LOCAL     ] IRDM: Saved forecast.
[2025-12-01T20:51:34.125046] [INFO ] [main      ] IRDM: Signal=1 (Conf=80.0%), Magnitude=3.72% (Conf=66.8456%)
[2025-12-01T20:51:34.125376] [INFO ] [main      ] Fetching symbol history for MBB...
[2025-12-01T20:51:34.125432] [DEBUG] [REMOTE    ] MBB: Fetching historical data.
[2025-12-01T20:51:34.125449] [INFO ] [main      ] Progress: 359/769 forecasts completed (46.7%). IRDM finished in 0.6s. ETA: 1m 7s. Rate: 365.30 forecasts/min
[2025-12-01T20:51:34.138040] [DEBUG] [REMOTE    ] MBB: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:34.139218] [DEBUG] [LOCAL     ] Loaded configuration for MBB: 5 features, N/A% accuracy
[2025-12-01T20:51:34.139268] [INFO ] [LOCAL     ] MBB: Loaded 5 optimal features with 48.83% confidence from JSON config
[2025-12-01T20:51:34.139298] [DEBUG] [MAG       ] Building data for symbol: MBB with lookback: 0
[2025-12-01T20:51:34.140104] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:34.140162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:34.144784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:51:34.145754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:34.189008] [INFO ] [LOCAL     ] IDE: Saved forecast.
[2025-12-01T20:51:34.189073] [INFO ] [main      ] IDE: Signal=1 (Conf=80.0%), Magnitude=-0.00% (Conf=42.9049%)
[2025-12-01T20:51:34.189437] [INFO ] [main      ] Progress: 360/769 forecasts completed (46.8%). IDE finished in 0.8s. ETA: 1m 7s. Rate: 365.92 forecasts/min
[2025-12-01T20:51:34.189561] [INFO ] [main      ] Fetching symbol history for TELO...
[2025-12-01T20:51:34.189630] [DEBUG] [REMOTE    ] TELO: Fetching historical data.
[2025-12-01T20:51:34.192743] [INFO ] [LOCAL     ] AIP: Saved forecast.
[2025-12-01T20:51:34.192807] [INFO ] [main      ] AIP: Signal=1 (Conf=80.0%), Magnitude=10.96% (Conf=53.0973%)
[2025-12-01T20:51:34.193191] [INFO ] [main      ] Fetching symbol history for GHM...
[2025-12-01T20:51:34.193254] [DEBUG] [REMOTE    ] GHM: Fetching historical data.
[2025-12-01T20:51:34.193379] [INFO ] [main      ] Progress: 361/769 forecasts completed (46.9%). AIP finished in 0.6s. ETA: 1m 7s. Rate: 366.92 forecasts/min
[2025-12-01T20:51:34.197466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:51:34.199345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-01T20:51:34.200487] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:34.203531] [DEBUG] [REMOTE    ] TELO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:34.204618] [DEBUG] [LOCAL     ] Loaded configuration for TELO: 10 features, N/A% accuracy
[2025-12-01T20:51:34.204667] [INFO ] [LOCAL     ] TELO: Loaded 10 optimal features with 52.30% confidence from JSON config
[2025-12-01T20:51:34.204697] [DEBUG] [MAG       ] Building data for symbol: TELO with lookback: 0
[2025-12-01T20:51:34.205469] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-01T20:51:34.205529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:34.206457] [DEBUG] [REMOTE    ] GHM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:34.207421] [DEBUG] [LOCAL     ] Loaded configuration for GHM: 2 features, N/A% accuracy
[2025-12-01T20:51:34.207470] [INFO ] [LOCAL     ] GHM: Loaded 2 optimal features with 47.03% confidence from JSON config
[2025-12-01T20:51:34.207500] [DEBUG] [MAG       ] Building data for symbol: GHM with lookback: 0
[2025-12-01T20:51:34.208253] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:34.208324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:34.210001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:34.210285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:34.210480] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:34.212054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:34.212522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:34.212922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:34.215217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:34.232975] [DEBUG] [MAG       ] KLIC: Last date is validated at 2025-12-01
[2025-12-01T20:51:34.253859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:34.301716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:51:34.304634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-01T20:51:34.306159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-01T20:51:34.309972] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:34.402160] [DEBUG] [MAG       ] KLIC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:34.486173] [INFO ] [LOCAL     ] KLIC: Saved forecast.
[2025-12-01T20:51:34.486563] [INFO ] [main      ] KLIC: Signal=1 (Conf=80.0%), Magnitude=-0.59% (Conf=50.0467%)
[2025-12-01T20:51:34.486731] [INFO ] [main      ] Fetching symbol history for FTLF...
[2025-12-01T20:51:34.486775] [DEBUG] [REMOTE    ] FTLF: Fetching historical data.
[2025-12-01T20:51:34.488667] [INFO ] [main      ] Progress: 362/769 forecasts completed (47.1%). KLIC finished in 0.6s. ETA: 1m 7s. Rate: 366.10 forecasts/min
[2025-12-01T20:51:34.499221] [DEBUG] [REMOTE    ] FTLF: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:34.502349] [DEBUG] [LOCAL     ] Loaded configuration for FTLF: 4 features, N/A% accuracy
[2025-12-01T20:51:34.502407] [INFO ] [LOCAL     ] FTLF: Loaded 4 optimal features with 63.22% confidence from JSON config
[2025-12-01T20:51:34.502437] [DEBUG] [MAG       ] Building data for symbol: FTLF with lookback: 0
[2025-12-01T20:51:34.503403] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:34.503460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:34.508192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:34.530213] [DEBUG] [MAG       ] MBB: Last date is validated at 2025-12-01
[2025-12-01T20:51:34.548542] [DEBUG] [MAG       ] GHM: Last date is validated at 2025-12-01
[2025-12-01T20:51:34.620006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:34.620917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:51:34.622716] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:34.649024] [DEBUG] [MAG       ] TELO: Last date is validated at 2025-12-01
[2025-12-01T20:51:34.695321] [DEBUG] [MAG       ] MBB: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:34.715152] [DEBUG] [MAG       ] GHM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:34.812804] [INFO ] [LOCAL     ] GHM: Saved forecast.
[2025-12-01T20:51:34.812873] [INFO ] [main      ] GHM: Signal=1 (Conf=80.0%), Magnitude=-3.64% (Conf=47.0283%)
[2025-12-01T20:51:34.813246] [INFO ] [main      ] Fetching symbol history for TSLQ...
[2025-12-01T20:51:34.813300] [DEBUG] [REMOTE    ] TSLQ: Fetching historical data.
[2025-12-01T20:51:34.813668] [INFO ] [main      ] Progress: 363/769 forecasts completed (47.2%). GHM finished in 0.6s. ETA: 1m 7s. Rate: 365.11 forecasts/min
[2025-12-01T20:51:34.816671] [DEBUG] [MAG       ] TELO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:34.826599] [DEBUG] [REMOTE    ] TSLQ: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:34.827510] [DEBUG] [LOCAL     ] Loaded configuration for TSLQ: 6 features, N/A% accuracy
[2025-12-01T20:51:34.827566] [INFO ] [LOCAL     ] TSLQ: Loaded 6 optimal features with 53.98% confidence from JSON config
[2025-12-01T20:51:34.827615] [DEBUG] [MAG       ] Building data for symbol: TSLQ with lookback: 0
[2025-12-01T20:51:34.828405] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:34.828467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:34.833112] [INFO ] [LOCAL     ] MBB: Saved forecast.
[2025-12-01T20:51:34.833176] [INFO ] [main      ] MBB: Signal=1 (Conf=80.0%), Magnitude=-0.66% (Conf=48.8301%)
[2025-12-01T20:51:34.833332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:34.833652] [INFO ] [main      ] Fetching symbol history for OLMA...
[2025-12-01T20:51:34.833697] [DEBUG] [REMOTE    ] OLMA: Fetching historical data.
[2025-12-01T20:51:34.833535] [INFO ] [main      ] Progress: 364/769 forecasts completed (47.3%). MBB finished in 0.7s. ETA: 1m 6s. Rate: 366.00 forecasts/min
[2025-12-01T20:51:34.835174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:34.836247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:34.836653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:34.846819] [DEBUG] [REMOTE    ] OLMA: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:34.847859] [DEBUG] [LOCAL     ] Loaded configuration for OLMA: 7 features, N/A% accuracy
[2025-12-01T20:51:34.847913] [INFO ] [LOCAL     ] OLMA: Loaded 7 optimal features with 47.42% confidence from JSON config
[2025-12-01T20:51:34.847944] [DEBUG] [MAG       ] Building data for symbol: OLMA with lookback: 0
[2025-12-01T20:51:34.850367] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:51:34.850513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:34.851384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:34.852282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:34.854867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:51:34.874482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:51:34.875520] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:34.892926] [INFO ] [LOCAL     ] TELO: Saved forecast.
[2025-12-01T20:51:34.892987] [INFO ] [main      ] TELO: Signal=1 (Conf=80.0%), Magnitude=5.51% (Conf=52.2955%)
[2025-12-01T20:51:34.893329] [INFO ] [main      ] Fetching symbol history for UAA...
[2025-12-01T20:51:34.893378] [DEBUG] [REMOTE    ] UAA: Fetching historical data.
[2025-12-01T20:51:34.893665] [INFO ] [main      ] Progress: 365/769 forecasts completed (47.5%). TELO finished in 0.7s. ETA: 1m 6s. Rate: 366.63 forecasts/min
[2025-12-01T20:51:34.907497] [DEBUG] [REMOTE    ] UAA: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:34.908365] [DEBUG] [LOCAL     ] Loaded configuration for UAA: 4 features, N/A% accuracy
[2025-12-01T20:51:34.908416] [INFO ] [LOCAL     ] UAA: Loaded 4 optimal features with 47.13% confidence from JSON config
[2025-12-01T20:51:34.908446] [DEBUG] [MAG       ] Building data for symbol: UAA with lookback: 0
[2025-12-01T20:51:34.909630] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:34.909688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:34.914290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:34.916022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:34.916488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:34.918040] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:34.929330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:51:34.931453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:51:34.934294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:51:34.936848] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:34.965467] [DEBUG] [MAG       ] FTLF: Last date is validated at 2025-12-01
[2025-12-01T20:51:35.133430] [DEBUG] [MAG       ] FTLF: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:35.202305] [INFO ] [LOCAL     ] FTLF: Saved forecast.
[2025-12-01T20:51:35.202370] [INFO ] [main      ] FTLF: Signal=1 (Conf=80.0%), Magnitude=-0.20% (Conf=63.2183%)
[2025-12-01T20:51:35.202525] [INFO ] [main      ] Fetching symbol history for ACWX...
[2025-12-01T20:51:35.202730] [DEBUG] [REMOTE    ] ACWX: Fetching historical data.
[2025-12-01T20:51:35.203539] [INFO ] [main      ] Progress: 366/769 forecasts completed (47.6%). FTLF finished in 0.7s. ETA: 1m 6s. Rate: 365.74 forecasts/min
[2025-12-01T20:51:35.203656] [DEBUG] [MAG       ] TSLQ: Last date is validated at 2025-12-01
[2025-12-01T20:51:35.216540] [DEBUG] [REMOTE    ] ACWX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:35.217710] [DEBUG] [LOCAL     ] Loaded configuration for ACWX: 4 features, N/A% accuracy
[2025-12-01T20:51:35.217760] [INFO ] [LOCAL     ] ACWX: Loaded 4 optimal features with 56.54% confidence from JSON config
[2025-12-01T20:51:35.217789] [DEBUG] [MAG       ] Building data for symbol: ACWX with lookback: 0
[2025-12-01T20:51:35.218557] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:35.218645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:35.223190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:35.224886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:35.225345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:35.225731] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:35.244350] [DEBUG] [MAG       ] UAA: Last date is validated at 2025-12-01
[2025-12-01T20:51:35.265862] [DEBUG] [MAG       ] OLMA: Last date is validated at 2025-12-01
[2025-12-01T20:51:35.368534] [DEBUG] [MAG       ] TSLQ: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:35.407562] [DEBUG] [MAG       ] UAA: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:35.429862] [DEBUG] [MAG       ] OLMA: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:35.471726] [INFO ] [LOCAL     ] UAA: Saved forecast.
[2025-12-01T20:51:35.471792] [INFO ] [main      ] UAA: Signal=1 (Conf=80.0%), Magnitude=1.18% (Conf=47.1268%)
[2025-12-01T20:51:35.471948] [INFO ] [main      ] Fetching symbol history for TX...
[2025-12-01T20:51:35.471991] [DEBUG] [REMOTE    ] TX: Fetching historical data.
[2025-12-01T20:51:35.472878] [INFO ] [main      ] Progress: 367/769 forecasts completed (47.7%). UAA finished in 0.6s. ETA: 1m 6s. Rate: 365.10 forecasts/min
[2025-12-01T20:51:35.485807] [DEBUG] [REMOTE    ] TX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:35.486652] [DEBUG] [LOCAL     ] Loaded configuration for TX: 2 features, N/A% accuracy
[2025-12-01T20:51:35.486702] [INFO ] [LOCAL     ] TX: Loaded 2 optimal features with 54.50% confidence from JSON config
[2025-12-01T20:51:35.486733] [DEBUG] [MAG       ] Building data for symbol: TX with lookback: 0
[2025-12-01T20:51:35.487472] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:35.487527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:35.535176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:51:35.536258] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:35.547058] [INFO ] [LOCAL     ] OLMA: Saved forecast.
[2025-12-01T20:51:35.547122] [INFO ] [main      ] OLMA: Signal=1 (Conf=80.0%), Magnitude=2.54% (Conf=47.4194%)
[2025-12-01T20:51:35.547473] [INFO ] [main      ] Progress: 368/769 forecasts completed (47.9%). OLMA finished in 0.7s. ETA: 1m 6s. Rate: 365.64 forecasts/min
[2025-12-01T20:51:35.547611] [INFO ] [main      ] Fetching symbol history for BMY...
[2025-12-01T20:51:35.547654] [DEBUG] [REMOTE    ] BMY: Fetching historical data.
[2025-12-01T20:51:35.552822] [DEBUG] [MAG       ] ACWX: Last date is validated at 2025-12-01
[2025-12-01T20:51:35.560494] [DEBUG] [REMOTE    ] BMY: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:35.561548] [DEBUG] [LOCAL     ] Loaded configuration for BMY: 5 features, N/A% accuracy
[2025-12-01T20:51:35.561620] [INFO ] [LOCAL     ] BMY: Loaded 5 optimal features with 52.28% confidence from JSON config
[2025-12-01T20:51:35.561654] [DEBUG] [MAG       ] Building data for symbol: BMY with lookback: 0
[2025-12-01T20:51:35.562424] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:35.562482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:35.567226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:35.568936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:35.573709] [INFO ] [LOCAL     ] TSLQ: Saved forecast.
[2025-12-01T20:51:35.573772] [INFO ] [main      ] TSLQ: Signal=1 (Conf=80.0%), Magnitude=-28.71% (Conf=53.9786%)
[2025-12-01T20:51:35.574207] [INFO ] [main      ] Fetching symbol history for GLBE...
[2025-12-01T20:51:35.574257] [DEBUG] [REMOTE    ] GLBE: Fetching historical data.
[2025-12-01T20:51:35.574648] [INFO ] [main      ] Progress: 369/769 forecasts completed (48.0%). TSLQ finished in 0.8s. ETA: 1m 5s. Rate: 366.47 forecasts/min
[2025-12-01T20:51:35.587750] [DEBUG] [REMOTE    ] GLBE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:35.588766] [DEBUG] [LOCAL     ] Loaded configuration for GLBE: 4 features, N/A% accuracy
[2025-12-01T20:51:35.588822] [INFO ] [LOCAL     ] GLBE: Loaded 4 optimal features with 50.82% confidence from JSON config
[2025-12-01T20:51:35.588858] [DEBUG] [MAG       ] Building data for symbol: GLBE with lookback: 0
[2025-12-01T20:51:35.589639] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:35.589707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:35.594347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:35.595306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:51:35.596228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:35.596969] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:35.618805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:51:35.619595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-01T20:51:35.620289] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:35.716160] [DEBUG] [MAG       ] ACWX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:35.792966] [INFO ] [LOCAL     ] ACWX: Saved forecast.
[2025-12-01T20:51:35.793040] [INFO ] [main      ] ACWX: Signal=1 (Conf=80.0%), Magnitude=0.70% (Conf=56.5421%)
[2025-12-01T20:51:35.793381] [INFO ] [main      ] Fetching symbol history for GLRE...
[2025-12-01T20:51:35.793431] [DEBUG] [REMOTE    ] GLRE: Fetching historical data.
[2025-12-01T20:51:35.793661] [INFO ] [main      ] Progress: 370/769 forecasts completed (48.1%). ACWX finished in 0.6s. ETA: 1m 5s. Rate: 366.14 forecasts/min
[2025-12-01T20:51:35.806543] [DEBUG] [REMOTE    ] GLRE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:35.807364] [DEBUG] [LOCAL     ] Loaded configuration for GLRE: 6 features, N/A% accuracy
[2025-12-01T20:51:35.807420] [INFO ] [LOCAL     ] GLRE: Loaded 6 optimal features with 48.42% confidence from JSON config
[2025-12-01T20:51:35.807454] [DEBUG] [MAG       ] Building data for symbol: GLRE with lookback: 0
[2025-12-01T20:51:35.808228] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:35.808288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:35.813098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:35.815485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:35.816263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:51:35.866080] [DEBUG] [MAG       ] TX: Last date is validated at 2025-12-01
[2025-12-01T20:51:35.887799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:51:35.890389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:51:35.892314] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:35.929234] [DEBUG] [MAG       ] GLBE: Last date is validated at 2025-12-01
[2025-12-01T20:51:35.953403] [DEBUG] [MAG       ] BMY: Last date is validated at 2025-12-01
[2025-12-01T20:51:36.028346] [DEBUG] [MAG       ] TX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:36.093881] [DEBUG] [MAG       ] GLBE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:36.100314] [INFO ] [LOCAL     ] TX: Saved forecast.
[2025-12-01T20:51:36.100376] [INFO ] [main      ] TX: Signal=1 (Conf=80.0%), Magnitude=1.99% (Conf=54.498%)
[2025-12-01T20:51:36.100734] [INFO ] [main      ] Fetching symbol history for VSTM...
[2025-12-01T20:51:36.100785] [DEBUG] [REMOTE    ] VSTM: Fetching historical data.
[2025-12-01T20:51:36.101667] [INFO ] [main      ] Progress: 371/769 forecasts completed (48.2%). TX finished in 0.6s. ETA: 1m 5s. Rate: 365.27 forecasts/min
[2025-12-01T20:51:36.113459] [DEBUG] [REMOTE    ] VSTM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:36.114650] [DEBUG] [LOCAL     ] Loaded configuration for VSTM: 5 features, N/A% accuracy
[2025-12-01T20:51:36.114701] [INFO ] [LOCAL     ] VSTM: Loaded 5 optimal features with 59.68% confidence from JSON config
[2025-12-01T20:51:36.114731] [DEBUG] [MAG       ] Building data for symbol: VSTM with lookback: 0
[2025-12-01T20:51:36.115513] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:36.115591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:36.118371] [DEBUG] [MAG       ] BMY: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:36.120333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:36.121997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:51:36.122913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:51:36.124847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-01T20:51:36.126312] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:36.194658] [INFO ] [LOCAL     ] GLBE: Saved forecast.
[2025-12-01T20:51:36.194720] [INFO ] [main      ] GLBE: Signal=1 (Conf=80.0%), Magnitude=2.17% (Conf=50.8196%)
[2025-12-01T20:51:36.195122] [INFO ] [main      ] Fetching symbol history for WDH...
[2025-12-01T20:51:36.195172] [DEBUG] [REMOTE    ] WDH: Fetching historical data.
[2025-12-01T20:51:36.195653] [INFO ] [main      ] Progress: 372/769 forecasts completed (48.4%). GLBE finished in 0.6s. ETA: 1m 5s. Rate: 365.69 forecasts/min
[2025-12-01T20:51:36.203610] [INFO ] [LOCAL     ] BMY: Saved forecast.
[2025-12-01T20:51:36.203676] [INFO ] [main      ] BMY: Signal=1 (Conf=80.0%), Magnitude=0.85% (Conf=52.2769%)
[2025-12-01T20:51:36.204038] [INFO ] [main      ] Fetching symbol history for HIG...
[2025-12-01T20:51:36.204105] [DEBUG] [REMOTE    ] HIG: Fetching historical data.
[2025-12-01T20:51:36.204618] [INFO ] [main      ] Progress: 373/769 forecasts completed (48.5%). BMY finished in 0.7s. ETA: 1m 5s. Rate: 366.62 forecasts/min
[2025-12-01T20:51:36.211029] [DEBUG] [REMOTE    ] WDH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:36.211766] [DEBUG] [LOCAL     ] Loaded configuration for WDH: 4 features, N/A% accuracy
[2025-12-01T20:51:36.211821] [INFO ] [LOCAL     ] WDH: Loaded 4 optimal features with 40.07% confidence from JSON config
[2025-12-01T20:51:36.211857] [DEBUG] [MAG       ] Building data for symbol: WDH with lookback: 0
[2025-12-01T20:51:36.212650] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:36.212708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:36.217370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:36.217749] [DEBUG] [REMOTE    ] HIG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:36.218230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:36.218728] [DEBUG] [LOCAL     ] Loaded configuration for HIG: 8 features, N/A% accuracy
[2025-12-01T20:51:36.218781] [INFO ] [LOCAL     ] HIG: Loaded 8 optimal features with 49.37% confidence from JSON config
[2025-12-01T20:51:36.218812] [DEBUG] [MAG       ] Building data for symbol: HIG with lookback: 0
[2025-12-01T20:51:36.219127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:51:36.219589] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:51:36.219651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:36.220194] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:36.220284] [DEBUG] [MAG       ] GLRE: Last date is validated at 2025-12-01
[2025-12-01T20:51:36.224312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:36.225110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:36.225923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:36.228243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:36.339865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:51:36.341024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:51:36.384213] [DEBUG] [MAG       ] GLRE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:36.417839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:36.419745] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:36.455602] [INFO ] [LOCAL     ] GLRE: Saved forecast.
[2025-12-01T20:51:36.455684] [INFO ] [main      ] GLRE: Signal=1 (Conf=80.0%), Magnitude=-1.38% (Conf=48.4243%)
[2025-12-01T20:51:36.455839] [INFO ] [main      ] Fetching symbol history for USXF...
[2025-12-01T20:51:36.455882] [DEBUG] [REMOTE    ] USXF: Fetching historical data.
[2025-12-01T20:51:36.456855] [INFO ] [main      ] Progress: 374/769 forecasts completed (48.6%). GLRE finished in 0.7s. ETA: 1m 5s. Rate: 366.09 forecasts/min
[2025-12-01T20:51:36.457350] [DEBUG] [MAG       ] VSTM: Last date is validated at 2025-12-01
[2025-12-01T20:51:36.468337] [DEBUG] [REMOTE    ] USXF: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:36.469202] [DEBUG] [LOCAL     ] Loaded configuration for USXF: 8 features, N/A% accuracy
[2025-12-01T20:51:36.469251] [INFO ] [LOCAL     ] USXF: Loaded 8 optimal features with 61.03% confidence from JSON config
[2025-12-01T20:51:36.469281] [DEBUG] [MAG       ] Building data for symbol: USXF with lookback: 0
[2025-12-01T20:51:36.470045] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:51:36.470104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:36.471740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:36.472221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:36.472666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:36.473047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:36.475369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:36.476964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:36.513921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:51:36.515255] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:36.552835] [DEBUG] [MAG       ] WDH: Last date is validated at 2025-12-01
[2025-12-01T20:51:36.620260] [DEBUG] [MAG       ] VSTM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:36.693209] [INFO ] [LOCAL     ] VSTM: Saved forecast.
[2025-12-01T20:51:36.693273] [INFO ] [main      ] VSTM: Signal=1 (Conf=80.0%), Magnitude=1.41% (Conf=59.6821%)
[2025-12-01T20:51:36.693629] [INFO ] [main      ] Fetching symbol history for AKRO...
[2025-12-01T20:51:36.693679] [DEBUG] [REMOTE    ] AKRO: Fetching historical data.
[2025-12-01T20:51:36.693656] [INFO ] [main      ] Progress: 375/769 forecasts completed (48.8%). VSTM finished in 0.6s. ETA: 1m 5s. Rate: 365.66 forecasts/min
[2025-12-01T20:51:36.706268] [DEBUG] [REMOTE    ] AKRO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:36.707367] [DEBUG] [LOCAL     ] Loaded configuration for AKRO: 8 features, N/A% accuracy
[2025-12-01T20:51:36.707419] [INFO ] [LOCAL     ] AKRO: Loaded 8 optimal features with 27.26% confidence from JSON config
[2025-12-01T20:51:36.707450] [DEBUG] [MAG       ] Building data for symbol: AKRO with lookback: 0
[2025-12-01T20:51:36.708215] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:51:36.708273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:36.712886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:36.714646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:36.715121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:36.715502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:36.716234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:36.717973] [DEBUG] [MAG       ] WDH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:36.718629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:36.750543] [DEBUG] [MAG       ] HIG: Last date is validated at 2025-12-01
[2025-12-01T20:51:36.756349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:36.757199] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:36.773720] [INFO ] [LOCAL     ] WDH: Saved forecast.
[2025-12-01T20:51:36.773781] [INFO ] [main      ] WDH: Signal=1 (Conf=80.0%), Magnitude=3.01% (Conf=40.067%)
[2025-12-01T20:51:36.775853] [INFO ] [main      ] Fetching symbol history for CTRE...
[2025-12-01T20:51:36.775899] [DEBUG] [REMOTE    ] CTRE: Fetching historical data.
[2025-12-01T20:51:36.778663] [INFO ] [main      ] Progress: 376/769 forecasts completed (48.9%). WDH finished in 0.6s. ETA: 1m 4s. Rate: 366.13 forecasts/min
[2025-12-01T20:51:36.789726] [DEBUG] [REMOTE    ] CTRE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:36.790624] [DEBUG] [LOCAL     ] Loaded configuration for CTRE: 5 features, N/A% accuracy
[2025-12-01T20:51:36.790675] [INFO ] [LOCAL     ] CTRE: Loaded 5 optimal features with 54.19% confidence from JSON config
[2025-12-01T20:51:36.790706] [DEBUG] [MAG       ] Building data for symbol: CTRE with lookback: 0
[2025-12-01T20:51:36.791503] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:36.791563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:36.793219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:36.793738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:36.794152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:36.794524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:36.796859] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:36.843912] [DEBUG] [MAG       ] USXF: Last date is validated at 2025-12-01
[2025-12-01T20:51:36.915500] [DEBUG] [MAG       ] HIG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:37.008343] [DEBUG] [MAG       ] USXF: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:37.026371] [INFO ] [LOCAL     ] HIG: Saved forecast.
[2025-12-01T20:51:37.026434] [INFO ] [main      ] HIG: Signal=1 (Conf=80.0%), Magnitude=0.44% (Conf=49.3721%)
[2025-12-01T20:51:37.026775] [INFO ] [main      ] Fetching symbol history for BJDX...
[2025-12-01T20:51:37.026825] [DEBUG] [REMOTE    ] BJDX: Fetching historical data.
[2025-12-01T20:51:37.027652] [INFO ] [main      ] Progress: 377/769 forecasts completed (49.0%). HIG finished in 0.8s. ETA: 1m 4s. Rate: 365.62 forecasts/min
[2025-12-01T20:51:37.039340] [DEBUG] [REMOTE    ] BJDX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:37.040307] [DEBUG] [LOCAL     ] Loaded configuration for BJDX: 4 features, N/A% accuracy
[2025-12-01T20:51:37.040357] [INFO ] [LOCAL     ] BJDX: Loaded 4 optimal features with 58.05% confidence from JSON config
[2025-12-01T20:51:37.040387] [DEBUG] [MAG       ] Building data for symbol: BJDX with lookback: 0
[2025-12-01T20:51:37.041160] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:37.041217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:37.042901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:37.043402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:37.043844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:37.044236] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:37.090407] [INFO ] [LOCAL     ] USXF: Saved forecast.
[2025-12-01T20:51:37.090471] [INFO ] [main      ] USXF: Signal=1 (Conf=80.0%), Magnitude=-0.25% (Conf=61.0278%)
[2025-12-01T20:51:37.090881] [INFO ] [main      ] Fetching symbol history for FTQI...
[2025-12-01T20:51:37.090936] [DEBUG] [REMOTE    ] FTQI: Fetching historical data.
[2025-12-01T20:51:37.091669] [INFO ] [main      ] Progress: 378/769 forecasts completed (49.2%). USXF finished in 0.6s. ETA: 1m 4s. Rate: 366.21 forecasts/min
[2025-12-01T20:51:37.092930] [DEBUG] [MAG       ] AKRO: Last date is validated at 2025-12-01
[2025-12-01T20:51:37.104345] [DEBUG] [REMOTE    ] FTQI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:37.105380] [DEBUG] [LOCAL     ] Loaded configuration for FTQI: 9 features, N/A% accuracy
[2025-12-01T20:51:37.105432] [INFO ] [LOCAL     ] FTQI: Loaded 9 optimal features with 53.70% confidence from JSON config
[2025-12-01T20:51:37.105463] [DEBUG] [MAG       ] Building data for symbol: FTQI with lookback: 0
[2025-12-01T20:51:37.106269] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:51:37.106655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:37.108287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:37.108817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:37.109191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:51:37.109796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:51:37.110754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:51:37.111845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-01T20:51:37.113828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:51:37.114811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:51:37.116338] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:37.131936] [DEBUG] [MAG       ] CTRE: Last date is validated at 2025-12-01
[2025-12-01T20:51:37.258631] [DEBUG] [MAG       ] AKRO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:37.299555] [DEBUG] [MAG       ] CTRE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:37.370291] [INFO ] [LOCAL     ] CTRE: Saved forecast.
[2025-12-01T20:51:37.370361] [INFO ] [main      ] CTRE: Signal=1 (Conf=80.0%), Magnitude=-2.04% (Conf=54.1858%)
[2025-12-01T20:51:37.370750] [INFO ] [main      ] Progress: 379/769 forecasts completed (49.3%). CTRE finished in 0.6s. ETA: 1m 4s. Rate: 365.54 forecasts/min
[2025-12-01T20:51:37.370876] [INFO ] [main      ] Fetching symbol history for VSH...
[2025-12-01T20:51:37.370920] [DEBUG] [REMOTE    ] VSH: Fetching historical data.
[2025-12-01T20:51:37.375393] [DEBUG] [MAG       ] BJDX: Last date is validated at 2025-12-01
[2025-12-01T20:51:37.384833] [DEBUG] [REMOTE    ] VSH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:37.385981] [DEBUG] [LOCAL     ] Loaded configuration for VSH: 1 features, N/A% accuracy
[2025-12-01T20:51:37.386037] [INFO ] [LOCAL     ] VSH: Loaded 1 optimal features with 45.27% confidence from JSON config
[2025-12-01T20:51:37.386069] [DEBUG] [MAG       ] Building data for symbol: VSH with lookback: 0
[2025-12-01T20:51:37.386857] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:51:37.386914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:51:37.387913] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:37.393664] [INFO ] [LOCAL     ] AKRO: Saved forecast.
[2025-12-01T20:51:37.393728] [INFO ] [main      ] AKRO: Signal=1 (Conf=80.0%), Magnitude=-1.23% (Conf=27.26%)
[2025-12-01T20:51:37.393879] [INFO ] [main      ] Fetching symbol history for NGG...
[2025-12-01T20:51:37.393926] [DEBUG] [REMOTE    ] NGG: Fetching historical data.
[2025-12-01T20:51:37.394853] [INFO ] [main      ] Progress: 380/769 forecasts completed (49.4%). AKRO finished in 0.7s. ETA: 1m 4s. Rate: 366.36 forecasts/min
[2025-12-01T20:51:37.407912] [DEBUG] [REMOTE    ] NGG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:37.408930] [DEBUG] [LOCAL     ] Loaded configuration for NGG: 7 features, N/A% accuracy
[2025-12-01T20:51:37.408979] [INFO ] [LOCAL     ] NGG: Loaded 7 optimal features with 61.74% confidence from JSON config
[2025-12-01T20:51:37.409009] [DEBUG] [MAG       ] Building data for symbol: NGG with lookback: 0
[2025-12-01T20:51:37.409764] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:51:37.409836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:37.411626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:37.412107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:37.412480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:37.413362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:51:37.413946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-01T20:51:37.415401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:51:37.418014] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:37.461381] [DEBUG] [MAG       ] FTQI: Last date is validated at 2025-12-01
[2025-12-01T20:51:37.543103] [DEBUG] [MAG       ] BJDX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:37.619305] [INFO ] [LOCAL     ] BJDX: Saved forecast.
[2025-12-01T20:51:37.619372] [INFO ] [main      ] BJDX: Signal=1 (Conf=80.0%), Magnitude=-1.06% (Conf=58.048%)
[2025-12-01T20:51:37.619749] [INFO ] [main      ] Fetching symbol history for TPG...
[2025-12-01T20:51:37.619802] [DEBUG] [REMOTE    ] TPG: Fetching historical data.
[2025-12-01T20:51:37.620660] [INFO ] [main      ] Progress: 381/769 forecasts completed (49.5%). BJDX finished in 0.6s. ETA: 1m 4s. Rate: 365.99 forecasts/min
[2025-12-01T20:51:37.633145] [DEBUG] [REMOTE    ] TPG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:37.634397] [DEBUG] [LOCAL     ] Loaded configuration for TPG: 4 features, N/A% accuracy
[2025-12-01T20:51:37.634368] [DEBUG] [MAG       ] FTQI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:37.634452] [INFO ] [LOCAL     ] TPG: Loaded 4 optimal features with 58.49% confidence from JSON config
[2025-12-01T20:51:37.634494] [DEBUG] [MAG       ] Building data for symbol: TPG with lookback: 0
[2025-12-01T20:51:37.635312] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:37.635372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:37.640334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:37.641166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-01T20:51:37.641781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:51:37.644589] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:37.696418] [INFO ] [LOCAL     ] FTQI: Saved forecast.
[2025-12-01T20:51:37.696482] [INFO ] [main      ] FTQI: Signal=1 (Conf=80.0%), Magnitude=0.35% (Conf=53.6996%)
[2025-12-01T20:51:37.696921] [INFO ] [main      ] Fetching symbol history for VPG...
[2025-12-01T20:51:37.696972] [DEBUG] [REMOTE    ] VPG: Fetching historical data.
[2025-12-01T20:51:37.697663] [INFO ] [main      ] Progress: 382/769 forecasts completed (49.7%). FTQI finished in 0.6s. ETA: 1m 3s. Rate: 366.50 forecasts/min
[2025-12-01T20:51:37.709665] [DEBUG] [REMOTE    ] VPG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:37.710618] [DEBUG] [LOCAL     ] Loaded configuration for VPG: 2 features, N/A% accuracy
[2025-12-01T20:51:37.710672] [INFO ] [LOCAL     ] VPG: Loaded 2 optimal features with 47.19% confidence from JSON config
[2025-12-01T20:51:37.710702] [DEBUG] [MAG       ] Building data for symbol: VPG with lookback: 0
[2025-12-01T20:51:37.711433] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:37.711489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:37.716184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:51:37.717355] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:37.720293] [DEBUG] [MAG       ] VSH: Last date is validated at 2025-12-01
[2025-12-01T20:51:37.806967] [DEBUG] [MAG       ] NGG: Last date is validated at 2025-12-01
[2025-12-01T20:51:37.890523] [DEBUG] [MAG       ] VSH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:37.961847] [INFO ] [LOCAL     ] VSH: Saved forecast.
[2025-12-01T20:51:37.961918] [INFO ] [main      ] VSH: Signal=1 (Conf=80.0%), Magnitude=2.06% (Conf=45.2703%)
[2025-12-01T20:51:37.962281] [INFO ] [main      ] Progress: 383/769 forecasts completed (49.8%). VSH finished in 0.6s. ETA: 1m 3s. Rate: 365.91 forecasts/min
[2025-12-01T20:51:37.962404] [INFO ] [main      ] Fetching symbol history for PHIO...
[2025-12-01T20:51:37.962448] [DEBUG] [REMOTE    ] PHIO: Fetching historical data.
[2025-12-01T20:51:37.975002] [DEBUG] [REMOTE    ] PHIO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:37.976003] [DEBUG] [LOCAL     ] Loaded configuration for PHIO: 5 features, N/A% accuracy
[2025-12-01T20:51:37.976056] [INFO ] [LOCAL     ] PHIO: Loaded 5 optimal features with 58.81% confidence from JSON config
[2025-12-01T20:51:37.976087] [DEBUG] [MAG       ] Building data for symbol: PHIO with lookback: 0
[2025-12-01T20:51:37.976854] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:37.976911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:37.978626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:37.979142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:37.978642] [DEBUG] [MAG       ] NGG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:37.979953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:51:37.981089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-01T20:51:37.981813] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:37.989256] [DEBUG] [MAG       ] TPG: Last date is validated at 2025-12-01
[2025-12-01T20:51:38.045510] [DEBUG] [MAG       ] VPG: Last date is validated at 2025-12-01
[2025-12-01T20:51:38.067224] [INFO ] [LOCAL     ] NGG: Saved forecast.
[2025-12-01T20:51:38.067290] [INFO ] [main      ] NGG: Signal=1 (Conf=80.0%), Magnitude=0.68% (Conf=61.7433%)
[2025-12-01T20:51:38.067671] [INFO ] [main      ] Fetching symbol history for PINE...
[2025-12-01T20:51:38.067722] [DEBUG] [REMOTE    ] PINE: Fetching historical data.
[2025-12-01T20:51:38.069067] [INFO ] [main      ] Progress: 384/769 forecasts completed (49.9%). NGG finished in 0.7s. ETA: 1m 3s. Rate: 366.25 forecasts/min
[2025-12-01T20:51:38.080885] [DEBUG] [REMOTE    ] PINE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:38.081948] [DEBUG] [LOCAL     ] Loaded configuration for PINE: 6 features, N/A% accuracy
[2025-12-01T20:51:38.082000] [INFO ] [LOCAL     ] PINE: Loaded 6 optimal features with 60.75% confidence from JSON config
[2025-12-01T20:51:38.082032] [DEBUG] [MAG       ] Building data for symbol: PINE with lookback: 0
[2025-12-01T20:51:38.082821] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:38.082882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:38.087684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:38.088514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:38.090107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:38.139006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:51:38.140969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:51:38.143668] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:38.161666] [DEBUG] [MAG       ] TPG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:38.210141] [DEBUG] [MAG       ] VPG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:38.260461] [INFO ] [LOCAL     ] TPG: Saved forecast.
[2025-12-01T20:51:38.260529] [INFO ] [main      ] TPG: Signal=1 (Conf=80.0%), Magnitude=0.80% (Conf=58.4927%)
[2025-12-01T20:51:38.260709] [INFO ] [main      ] Fetching symbol history for AURA...
[2025-12-01T20:51:38.260754] [DEBUG] [REMOTE    ] AURA: Fetching historical data.
[2025-12-01T20:51:38.262109] [INFO ] [main      ] Progress: 385/769 forecasts completed (50.1%). TPG finished in 0.6s. ETA: 1m 3s. Rate: 366.08 forecasts/min
[2025-12-01T20:51:38.273825] [DEBUG] [REMOTE    ] AURA: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:38.274957] [DEBUG] [LOCAL     ] Loaded configuration for AURA: 5 features, N/A% accuracy
[2025-12-01T20:51:38.275007] [INFO ] [LOCAL     ] AURA: Loaded 5 optimal features with 51.93% confidence from JSON config
[2025-12-01T20:51:38.275038] [DEBUG] [MAG       ] Building data for symbol: AURA with lookback: 0
[2025-12-01T20:51:38.275828] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:38.275884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:38.278163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:38.279823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:38.288610] [INFO ] [LOCAL     ] VPG: Saved forecast.
[2025-12-01T20:51:38.288680] [INFO ] [main      ] VPG: Signal=1 (Conf=80.0%), Magnitude=0.85% (Conf=47.1856%)
[2025-12-01T20:51:38.288991] [INFO ] [main      ] Fetching symbol history for FDS...
[2025-12-01T20:51:38.289040] [DEBUG] [REMOTE    ] FDS: Fetching historical data.
[2025-12-01T20:51:38.289667] [INFO ] [main      ] Progress: 386/769 forecasts completed (50.2%). VPG finished in 0.6s. ETA: 1m 3s. Rate: 366.87 forecasts/min
[2025-12-01T20:51:38.301423] [DEBUG] [REMOTE    ] FDS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:38.302409] [DEBUG] [LOCAL     ] Loaded configuration for FDS: 8 features, N/A% accuracy
[2025-12-01T20:51:38.302467] [INFO ] [LOCAL     ] FDS: Loaded 8 optimal features with 55.97% confidence from JSON config
[2025-12-01T20:51:38.302497] [DEBUG] [MAG       ] Building data for symbol: FDS with lookback: 0
[2025-12-01T20:51:38.303251] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:51:38.303312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:38.304953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:38.305432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:38.305876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:38.306249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:38.306990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:38.315900] [DEBUG] [MAG       ] PHIO: Last date is validated at 2025-12-01
[2025-12-01T20:51:38.327507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:51:38.328186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:51:38.329238] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:38.355409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:51:38.359484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-01T20:51:38.360849] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:38.479003] [DEBUG] [MAG       ] PHIO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:38.483682] [DEBUG] [MAG       ] PINE: Last date is validated at 2025-12-01
[2025-12-01T20:51:38.555489] [INFO ] [LOCAL     ] PHIO: Saved forecast.
[2025-12-01T20:51:38.555552] [INFO ] [main      ] PHIO: Signal=1 (Conf=80.0%), Magnitude=-37.34% (Conf=58.8108%)
[2025-12-01T20:51:38.555924] [INFO ] [main      ] Progress: 387/769 forecasts completed (50.3%). PHIO finished in 0.6s. ETA: 1m 3s. Rate: 366.27 forecasts/min
[2025-12-01T20:51:38.556043] [INFO ] [main      ] Fetching symbol history for BLMN...
[2025-12-01T20:51:38.556084] [DEBUG] [REMOTE    ] BLMN: Fetching historical data.
[2025-12-01T20:51:38.568630] [DEBUG] [REMOTE    ] BLMN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:38.569829] [DEBUG] [LOCAL     ] Loaded configuration for BLMN: 5 features, N/A% accuracy
[2025-12-01T20:51:38.569894] [INFO ] [LOCAL     ] BLMN: Loaded 5 optimal features with 68.39% confidence from JSON config
[2025-12-01T20:51:38.569937] [DEBUG] [MAG       ] Building data for symbol: BLMN with lookback: 0
[2025-12-01T20:51:38.570964] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:38.571037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:38.577434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:38.579762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:38.580378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:38.580946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:51:38.584194] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:38.651108] [DEBUG] [MAG       ] PINE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:38.659803] [DEBUG] [MAG       ] AURA: Last date is validated at 2025-12-01
[2025-12-01T20:51:38.691775] [DEBUG] [MAG       ] FDS: Last date is validated at 2025-12-01
[2025-12-01T20:51:38.714927] [INFO ] [LOCAL     ] PINE: Saved forecast.
[2025-12-01T20:51:38.714989] [INFO ] [main      ] PINE: Signal=1 (Conf=80.0%), Magnitude=1.20% (Conf=60.749%)
[2025-12-01T20:51:38.715337] [INFO ] [main      ] Fetching symbol history for VRSK...
[2025-12-01T20:51:38.715387] [DEBUG] [REMOTE    ] VRSK: Fetching historical data.
[2025-12-01T20:51:38.715654] [INFO ] [main      ] Progress: 388/769 forecasts completed (50.5%). PINE finished in 0.6s. ETA: 1m 2s. Rate: 366.30 forecasts/min
[2025-12-01T20:51:38.728403] [DEBUG] [REMOTE    ] VRSK: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:38.729427] [DEBUG] [LOCAL     ] Loaded configuration for VRSK: 6 features, N/A% accuracy
[2025-12-01T20:51:38.729478] [INFO ] [LOCAL     ] VRSK: Loaded 6 optimal features with 50.21% confidence from JSON config
[2025-12-01T20:51:38.729508] [DEBUG] [MAG       ] Building data for symbol: VRSK with lookback: 0
[2025-12-01T20:51:38.730274] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:38.730333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:38.734992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:38.736756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:38.737224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:38.737966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:51:38.738496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-01T20:51:38.744237] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:38.824794] [DEBUG] [MAG       ] AURA: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:38.861415] [DEBUG] [MAG       ] FDS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:38.889737] [INFO ] [LOCAL     ] AURA: Saved forecast.
[2025-12-01T20:51:38.889806] [INFO ] [main      ] AURA: Signal=1 (Conf=80.0%), Magnitude=-2.78% (Conf=51.9252%)
[2025-12-01T20:51:38.890165] [INFO ] [main      ] Fetching symbol history for FTXL...
[2025-12-01T20:51:38.890215] [DEBUG] [REMOTE    ] FTXL: Fetching historical data.
[2025-12-01T20:51:38.890660] [INFO ] [main      ] Progress: 389/769 forecasts completed (50.6%). AURA finished in 0.6s. ETA: 1m 2s. Rate: 366.23 forecasts/min
[2025-12-01T20:51:38.902599] [DEBUG] [REMOTE    ] FTXL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:38.903610] [DEBUG] [LOCAL     ] Loaded configuration for FTXL: 2 features, N/A% accuracy
[2025-12-01T20:51:38.903661] [INFO ] [LOCAL     ] FTXL: Loaded 2 optimal features with 46.66% confidence from JSON config
[2025-12-01T20:51:38.903691] [DEBUG] [MAG       ] Building data for symbol: FTXL with lookback: 0
[2025-12-01T20:51:38.904431] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:38.904496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:51:38.908728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-01T20:51:38.910114] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:38.919774] [DEBUG] [MAG       ] BLMN: Last date is validated at 2025-12-01
[2025-12-01T20:51:38.996843] [INFO ] [LOCAL     ] FDS: Saved forecast.
[2025-12-01T20:51:38.996909] [INFO ] [main      ] FDS: Signal=1 (Conf=80.0%), Magnitude=0.65% (Conf=55.9709%)
[2025-12-01T20:51:38.997064] [INFO ] [main      ] Fetching symbol history for CBZ...
[2025-12-01T20:51:38.997108] [DEBUG] [REMOTE    ] CBZ: Fetching historical data.
[2025-12-01T20:51:38.998663] [INFO ] [main      ] Progress: 390/769 forecasts completed (50.7%). FDS finished in 0.7s. ETA: 1m 2s. Rate: 366.55 forecasts/min
[2025-12-01T20:51:39.010463] [DEBUG] [REMOTE    ] CBZ: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:39.011465] [DEBUG] [LOCAL     ] Loaded configuration for CBZ: 6 features, N/A% accuracy
[2025-12-01T20:51:39.011520] [INFO ] [LOCAL     ] CBZ: Loaded 6 optimal features with 60.22% confidence from JSON config
[2025-12-01T20:51:39.011551] [DEBUG] [MAG       ] Building data for symbol: CBZ with lookback: 0
[2025-12-01T20:51:39.012303] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:39.012362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:39.017056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:39.018790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:39.019267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:39.020155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:39.022489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:51:39.024526] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:39.077177] [DEBUG] [MAG       ] VRSK: Last date is validated at 2025-12-01
[2025-12-01T20:51:39.089606] [DEBUG] [MAG       ] BLMN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:39.162282] [INFO ] [LOCAL     ] BLMN: Saved forecast.
[2025-12-01T20:51:39.162344] [INFO ] [main      ] BLMN: Signal=1 (Conf=80.0%), Magnitude=-2.53% (Conf=68.3901%)
[2025-12-01T20:51:39.162690] [INFO ] [main      ] Progress: 391/769 forecasts completed (50.8%). BLMN finished in 0.6s. ETA: 1m 2s. Rate: 366.55 forecasts/min
[2025-12-01T20:51:39.162811] [INFO ] [main      ] Fetching symbol history for TBPH...
[2025-12-01T20:51:39.162853] [DEBUG] [REMOTE    ] TBPH: Fetching historical data.
[2025-12-01T20:51:39.175348] [DEBUG] [REMOTE    ] TBPH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:39.176368] [DEBUG] [LOCAL     ] Loaded configuration for TBPH: 5 features, N/A% accuracy
[2025-12-01T20:51:39.176417] [INFO ] [LOCAL     ] TBPH: Loaded 5 optimal features with 43.35% confidence from JSON config
[2025-12-01T20:51:39.176447] [DEBUG] [MAG       ] Building data for symbol: TBPH with lookback: 0
[2025-12-01T20:51:39.177198] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:39.177256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:39.181969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:39.183694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:39.184168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:39.184538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:39.185247] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:39.245626] [DEBUG] [MAG       ] VRSK: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:39.287655] [DEBUG] [MAG       ] FTXL: Last date is validated at 2025-12-01
[2025-12-01T20:51:39.367740] [INFO ] [LOCAL     ] VRSK: Saved forecast.
[2025-12-01T20:51:39.367802] [INFO ] [main      ] VRSK: Signal=1 (Conf=80.0%), Magnitude=-0.23% (Conf=50.2133%)
[2025-12-01T20:51:39.368155] [INFO ] [main      ] Fetching symbol history for GRAL...
[2025-12-01T20:51:39.368204] [DEBUG] [REMOTE    ] GRAL: Fetching historical data.
[2025-12-01T20:51:39.368660] [INFO ] [main      ] Progress: 392/769 forecasts completed (51.0%). VRSK finished in 0.7s. ETA: 1m 2s. Rate: 366.31 forecasts/min
[2025-12-01T20:51:39.375474] [DEBUG] [MAG       ] CBZ: Last date is validated at 2025-12-01
[2025-12-01T20:51:39.381665] [DEBUG] [REMOTE    ] GRAL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:39.382736] [DEBUG] [LOCAL     ] Loaded configuration for GRAL: 7 features, N/A% accuracy
[2025-12-01T20:51:39.382788] [INFO ] [LOCAL     ] GRAL: Loaded 7 optimal features with 51.58% confidence from JSON config
[2025-12-01T20:51:39.382819] [DEBUG] [MAG       ] Building data for symbol: GRAL with lookback: 0
[2025-12-01T20:51:39.383566] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:51:39.383645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:39.388253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:39.389994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:39.390459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:39.390854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:39.391841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:51:39.392797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:51:39.393757] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:39.452973] [DEBUG] [MAG       ] FTXL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:39.514849] [DEBUG] [MAG       ] TBPH: Last date is validated at 2025-12-01
[2025-12-01T20:51:39.564560] [DEBUG] [MAG       ] CBZ: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:39.640244] [INFO ] [LOCAL     ] FTXL: Saved forecast.
[2025-12-01T20:51:39.640309] [INFO ] [main      ] FTXL: Signal=1 (Conf=80.0%), Magnitude=-1.24% (Conf=46.6585%)
[2025-12-01T20:51:39.640462] [INFO ] [main      ] Fetching symbol history for TVTX...
[2025-12-01T20:51:39.640504] [DEBUG] [REMOTE    ] TVTX: Fetching historical data.
[2025-12-01T20:51:39.642655] [INFO ] [main      ] Progress: 393/769 forecasts completed (51.1%). FTXL finished in 0.7s. ETA: 1m 2s. Rate: 365.68 forecasts/min
[2025-12-01T20:51:39.654077] [DEBUG] [REMOTE    ] TVTX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:39.655077] [DEBUG] [LOCAL     ] Loaded configuration for TVTX: 7 features, N/A% accuracy
[2025-12-01T20:51:39.655126] [INFO ] [LOCAL     ] TVTX: Loaded 7 optimal features with 50.42% confidence from JSON config
[2025-12-01T20:51:39.655156] [DEBUG] [MAG       ] Building data for symbol: TVTX with lookback: 0
[2025-12-01T20:51:39.655927] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:51:39.655985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:39.660658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:39.663012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:51:39.663938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:39.664746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:51:39.665760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-01T20:51:39.666873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:51:39.668609] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:39.677596] [DEBUG] [MAG       ] TBPH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:39.683175] [INFO ] [LOCAL     ] CBZ: Saved forecast.
[2025-12-01T20:51:39.683240] [INFO ] [main      ] CBZ: Signal=1 (Conf=80.0%), Magnitude=-1.81% (Conf=60.2163%)
[2025-12-01T20:51:39.683614] [INFO ] [main      ] Progress: 394/769 forecasts completed (51.2%). CBZ finished in 0.7s. ETA: 1m 1s. Rate: 366.38 forecasts/min
[2025-12-01T20:51:39.683761] [INFO ] [main      ] Fetching symbol history for PAL...
[2025-12-01T20:51:39.683804] [DEBUG] [REMOTE    ] PAL: Fetching historical data.
[2025-12-01T20:51:39.698739] [DEBUG] [REMOTE    ] PAL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:39.699912] [DEBUG] [LOCAL     ] Loaded configuration for PAL: 6 features, N/A% accuracy
[2025-12-01T20:51:39.699969] [INFO ] [LOCAL     ] PAL: Loaded 6 optimal features with 58.53% confidence from JSON config
[2025-12-01T20:51:39.699999] [DEBUG] [MAG       ] Building data for symbol: PAL with lookback: 0
[2025-12-01T20:51:39.700775] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:39.700832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:39.702472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:39.702992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:39.703372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-01T20:51:39.704914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-01T20:51:39.706951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:51:39.711423] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:39.735694] [DEBUG] [MAG       ] GRAL: Last date is validated at 2025-12-01
[2025-12-01T20:51:39.745115] [INFO ] [LOCAL     ] TBPH: Saved forecast.
[2025-12-01T20:51:39.745178] [INFO ] [main      ] TBPH: Signal=1 (Conf=80.0%), Magnitude=4.30% (Conf=43.3489%)
[2025-12-01T20:51:39.745330] [INFO ] [main      ] Fetching symbol history for SRBK...
[2025-12-01T20:51:39.745372] [DEBUG] [REMOTE    ] SRBK: Fetching historical data.
[2025-12-01T20:51:39.745888] [INFO ] [main      ] Progress: 395/769 forecasts completed (51.4%). TBPH finished in 0.6s. ETA: 1m 1s. Rate: 366.96 forecasts/min
[2025-12-01T20:51:39.758007] [DEBUG] [REMOTE    ] SRBK: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:39.759086] [DEBUG] [LOCAL     ] Loaded configuration for SRBK: 6 features, N/A% accuracy
[2025-12-01T20:51:39.759136] [INFO ] [LOCAL     ] SRBK: Loaded 6 optimal features with 54.30% confidence from JSON config
[2025-12-01T20:51:39.759166] [DEBUG] [MAG       ] Building data for symbol: SRBK with lookback: 0
[2025-12-01T20:51:39.759928] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:39.760003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:39.764759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:39.766465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:39.766935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:39.767309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:51:39.767896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:51:39.770624] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:39.906152] [DEBUG] [MAG       ] GRAL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:39.999948] [DEBUG] [MAG       ] TVTX: Last date is validated at 2025-12-01
[2025-12-01T20:51:40.047009] [INFO ] [LOCAL     ] GRAL: Saved forecast.
[2025-12-01T20:51:40.047074] [INFO ] [main      ] GRAL: Signal=1 (Conf=80.0%), Magnitude=7.32% (Conf=51.5779%)
[2025-12-01T20:51:40.047419] [INFO ] [main      ] Fetching symbol history for TECH...
[2025-12-01T20:51:40.047471] [DEBUG] [REMOTE    ] TECH: Fetching historical data.
[2025-12-01T20:51:40.047665] [INFO ] [main      ] Progress: 396/769 forecasts completed (51.5%). GRAL finished in 0.7s. ETA: 1m 1s. Rate: 366.18 forecasts/min
[2025-12-01T20:51:40.062475] [DEBUG] [REMOTE    ] TECH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:40.063837] [DEBUG] [LOCAL     ] Loaded configuration for TECH: 1 features, N/A% accuracy
[2025-12-01T20:51:40.063914] [INFO ] [LOCAL     ] TECH: Loaded 1 optimal features with 68.88% confidence from JSON config
[2025-12-01T20:51:40.063959] [DEBUG] [MAG       ] Building data for symbol: TECH with lookback: 0
[2025-12-01T20:51:40.065009] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:51:40.065073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:40.065338] [DEBUG] [MAG       ] PAL: Last date is validated at 2025-12-01
[2025-12-01T20:51:40.065881] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:40.106187] [DEBUG] [MAG       ] SRBK: Last date is validated at 2025-12-01
[2025-12-01T20:51:40.163453] [DEBUG] [MAG       ] TVTX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:40.242409] [DEBUG] [MAG       ] PAL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:40.269935] [DEBUG] [MAG       ] SRBK: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:40.316851] [INFO ] [LOCAL     ] PAL: Saved forecast.
[2025-12-01T20:51:40.316915] [INFO ] [main      ] PAL: Signal=1 (Conf=80.0%), Magnitude=-0.27% (Conf=58.5345%)
[2025-12-01T20:51:40.317278] [INFO ] [main      ] Progress: 397/769 forecasts completed (51.6%). PAL finished in 0.6s. ETA: 1m 1s. Rate: 365.58 forecasts/min
[2025-12-01T20:51:40.317477] [INFO ] [main      ] Fetching symbol history for WDFC...
[2025-12-01T20:51:40.317523] [DEBUG] [REMOTE    ] WDFC: Fetching historical data.
[2025-12-01T20:51:40.328982] [INFO ] [LOCAL     ] SRBK: Saved forecast.
[2025-12-01T20:51:40.329046] [INFO ] [main      ] SRBK: Signal=1 (Conf=80.0%), Magnitude=-0.09% (Conf=54.2967%)
[2025-12-01T20:51:40.329369] [INFO ] [main      ] Fetching symbol history for CRVS...
[2025-12-01T20:51:40.329417] [DEBUG] [REMOTE    ] CRVS: Fetching historical data.
[2025-12-01T20:51:40.330649] [INFO ] [main      ] Progress: 398/769 forecasts completed (51.8%). SRBK finished in 0.6s. ETA: 1m 1s. Rate: 366.43 forecasts/min
[2025-12-01T20:51:40.330147] [DEBUG] [REMOTE    ] WDFC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:40.332482] [DEBUG] [LOCAL     ] Loaded configuration for WDFC: 5 features, N/A% accuracy
[2025-12-01T20:51:40.332546] [INFO ] [LOCAL     ] WDFC: Loaded 5 optimal features with 69.47% confidence from JSON config
[2025-12-01T20:51:40.332596] [DEBUG] [MAG       ] Building data for symbol: WDFC with lookback: 0
[2025-12-01T20:51:40.333562] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:40.333640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:40.338339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:40.340256] [INFO ] [LOCAL     ] TVTX: Saved forecast.
[2025-12-01T20:51:40.340320] [INFO ] [main      ] TVTX: Signal=1 (Conf=80.0%), Magnitude=0.59% (Conf=50.4182%)
[2025-12-01T20:51:40.340697] [INFO ] [main      ] Progress: 399/769 forecasts completed (51.9%). TVTX finished in 0.7s. ETA: 1m 0s. Rate: 367.29 forecasts/min
[2025-12-01T20:51:40.340752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:51:40.340823] [INFO ] [main      ] Fetching symbol history for RVMD...
[2025-12-01T20:51:40.340865] [DEBUG] [REMOTE    ] RVMD: Fetching historical data.
[2025-12-01T20:51:40.341704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:51:40.342914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:51:40.343507] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:40.343496] [DEBUG] [REMOTE    ] CRVS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:40.344345] [DEBUG] [LOCAL     ] Loaded configuration for CRVS: 5 features, N/A% accuracy
[2025-12-01T20:51:40.344404] [INFO ] [LOCAL     ] CRVS: Loaded 5 optimal features with 60.39% confidence from JSON config
[2025-12-01T20:51:40.344434] [DEBUG] [MAG       ] Building data for symbol: CRVS with lookback: 0
[2025-12-01T20:51:40.345254] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:40.345311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:40.346976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:40.347466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:40.347853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:40.350137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:51:40.352040] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:40.353711] [DEBUG] [REMOTE    ] RVMD: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:40.354643] [DEBUG] [LOCAL     ] Loaded configuration for RVMD: 8 features, N/A% accuracy
[2025-12-01T20:51:40.354693] [INFO ] [LOCAL     ] RVMD: Loaded 8 optimal features with 57.31% confidence from JSON config
[2025-12-01T20:51:40.354723] [DEBUG] [MAG       ] Building data for symbol: RVMD with lookback: 0
[2025-12-01T20:51:40.355455] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:51:40.355516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:40.360180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:40.361915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:40.362370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:40.362809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:40.363183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:40.401633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:51:40.401966] [DEBUG] [MAG       ] TECH: Last date is validated at 2025-12-01
[2025-12-01T20:51:40.402621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:51:40.477601] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:40.567351] [DEBUG] [MAG       ] TECH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:40.660287] [INFO ] [LOCAL     ] TECH: Saved forecast.
[2025-12-01T20:51:40.660351] [INFO ] [main      ] TECH: Signal=1 (Conf=80.0%), Magnitude=-0.59% (Conf=68.8765%)
[2025-12-01T20:51:40.660731] [INFO ] [main      ] Fetching symbol history for QQQ...
[2025-12-01T20:51:40.660784] [DEBUG] [REMOTE    ] QQQ: Fetching historical data.
[2025-12-01T20:51:40.662714] [INFO ] [main      ] Progress: 400/769 forecasts completed (52.0%). TECH finished in 0.6s. ETA: 1m 0s. Rate: 366.40 forecasts/min
[2025-12-01T20:51:40.673678] [DEBUG] [REMOTE    ] QQQ: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:40.674845] [DEBUG] [LOCAL     ] Loaded configuration for QQQ: 8 features, N/A% accuracy
[2025-12-01T20:51:40.674899] [INFO ] [LOCAL     ] QQQ: Loaded 8 optimal features with 49.98% confidence from JSON config
[2025-12-01T20:51:40.674930] [DEBUG] [MAG       ] Building data for symbol: QQQ with lookback: 0
[2025-12-01T20:51:40.675721] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:51:40.676094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:40.676438] [DEBUG] [MAG       ] WDFC: Last date is validated at 2025-12-01
[2025-12-01T20:51:40.680967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:40.682779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:40.683121] [DEBUG] [MAG       ] CRVS: Last date is validated at 2025-12-01
[2025-12-01T20:51:40.683267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:40.683717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:51:40.684709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:51:40.686675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:51:40.689485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-01T20:51:40.693428] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:40.805979] [DEBUG] [MAG       ] RVMD: Last date is validated at 2025-12-01
[2025-12-01T20:51:40.841847] [DEBUG] [MAG       ] WDFC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:40.846536] [DEBUG] [MAG       ] CRVS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:40.918121] [INFO ] [LOCAL     ] CRVS: Saved forecast.
[2025-12-01T20:51:40.918183] [INFO ] [main      ] CRVS: Signal=1 (Conf=80.0%), Magnitude=1.13% (Conf=60.3866%)
[2025-12-01T20:51:40.918540] [INFO ] [main      ] Fetching symbol history for VFF...
[2025-12-01T20:51:40.918604] [DEBUG] [REMOTE    ] VFF: Fetching historical data.
[2025-12-01T20:51:40.919647] [INFO ] [main      ] Progress: 401/769 forecasts completed (52.1%). CRVS finished in 0.6s. ETA: 1m 0s. Rate: 365.88 forecasts/min
[2025-12-01T20:51:40.930996] [DEBUG] [REMOTE    ] VFF: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:40.931934] [DEBUG] [LOCAL     ] Loaded configuration for VFF: 5 features, N/A% accuracy
[2025-12-01T20:51:40.931994] [INFO ] [LOCAL     ] VFF: Loaded 5 optimal features with 57.02% confidence from JSON config
[2025-12-01T20:51:40.932028] [DEBUG] [MAG       ] Building data for symbol: VFF with lookback: 0
[2025-12-01T20:51:40.932790] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:40.932845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:40.934459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:40.934963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:40.935326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:40.936075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-01T20:51:40.937596] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:40.961446] [INFO ] [LOCAL     ] WDFC: Saved forecast.
[2025-12-01T20:51:40.961509] [INFO ] [main      ] WDFC: Signal=1 (Conf=80.0%), Magnitude=-3.08% (Conf=69.4699%)
[2025-12-01T20:51:40.961854] [INFO ] [main      ] Fetching symbol history for HCSG...
[2025-12-01T20:51:40.961904] [DEBUG] [REMOTE    ] HCSG: Fetching historical data.
[2025-12-01T20:51:40.963644] [INFO ] [main      ] Progress: 402/769 forecasts completed (52.3%). WDFC finished in 0.6s. ETA: 1m 0s. Rate: 366.55 forecasts/min
[2025-12-01T20:51:40.969989] [DEBUG] [MAG       ] RVMD: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:40.975031] [DEBUG] [REMOTE    ] HCSG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:40.976041] [DEBUG] [LOCAL     ] Loaded configuration for HCSG: 5 features, N/A% accuracy
[2025-12-01T20:51:40.976105] [INFO ] [LOCAL     ] HCSG: Loaded 5 optimal features with 58.18% confidence from JSON config
[2025-12-01T20:51:40.976139] [DEBUG] [MAG       ] Building data for symbol: HCSG with lookback: 0
[2025-12-01T20:51:40.976921] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:40.976981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:40.978711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:40.979241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:40.979652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:41.028237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:51:41.031450] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:41.037927] [DEBUG] [MAG       ] QQQ: Last date is validated at 2025-12-01
[2025-12-01T20:51:41.071866] [INFO ] [LOCAL     ] RVMD: Saved forecast.
[2025-12-01T20:51:41.071928] [INFO ] [main      ] RVMD: Signal=1 (Conf=80.0%), Magnitude=5.51% (Conf=57.3111%)
[2025-12-01T20:51:41.072255] [INFO ] [main      ] Progress: 403/769 forecasts completed (52.4%). RVMD finished in 0.7s. ETA: 59.9s. Rate: 366.86 forecasts/min
[2025-12-01T20:51:41.072374] [INFO ] [main      ] Fetching symbol history for NOAH...
[2025-12-01T20:51:41.072415] [DEBUG] [REMOTE    ] NOAH: Fetching historical data.
[2025-12-01T20:51:41.085772] [DEBUG] [REMOTE    ] NOAH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:41.086861] [DEBUG] [LOCAL     ] Loaded configuration for NOAH: 4 features, N/A% accuracy
[2025-12-01T20:51:41.086913] [INFO ] [LOCAL     ] NOAH: Loaded 4 optimal features with 55.94% confidence from JSON config
[2025-12-01T20:51:41.086944] [DEBUG] [MAG       ] Building data for symbol: NOAH with lookback: 0
[2025-12-01T20:51:41.087699] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:41.087756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:41.088640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:51:41.089862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:51:41.090849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-01T20:51:41.092926] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:41.208223] [DEBUG] [MAG       ] QQQ: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:41.266359] [DEBUG] [MAG       ] VFF: Last date is validated at 2025-12-01
[2025-12-01T20:51:41.362144] [INFO ] [LOCAL     ] QQQ: Saved forecast.
[2025-12-01T20:51:41.362210] [INFO ] [main      ] QQQ: Signal=1 (Conf=80.0%), Magnitude=0.58% (Conf=49.9836%)
[2025-12-01T20:51:41.362558] [INFO ] [main      ] Fetching symbol history for BCS...
[2025-12-01T20:51:41.362623] [DEBUG] [REMOTE    ] BCS: Fetching historical data.
[2025-12-01T20:51:41.362651] [INFO ] [main      ] Progress: 404/769 forecasts completed (52.5%). QQQ finished in 0.7s. ETA: 59.8s. Rate: 366.15 forecasts/min
[2025-12-01T20:51:41.372777] [DEBUG] [MAG       ] HCSG: Last date is validated at 2025-12-01
[2025-12-01T20:51:41.374665] [DEBUG] [REMOTE    ] BCS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:41.375785] [DEBUG] [LOCAL     ] Loaded configuration for BCS: 3 features, N/A% accuracy
[2025-12-01T20:51:41.375841] [INFO ] [LOCAL     ] BCS: Loaded 3 optimal features with 61.09% confidence from JSON config
[2025-12-01T20:51:41.375871] [DEBUG] [MAG       ] Building data for symbol: BCS with lookback: 0
[2025-12-01T20:51:41.376667] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:41.376725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:41.381342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:41.382149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:41.383694] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:41.420933] [DEBUG] [MAG       ] NOAH: Last date is validated at 2025-12-01
[2025-12-01T20:51:41.432188] [DEBUG] [MAG       ] VFF: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:41.488907] [INFO ] [LOCAL     ] VFF: Saved forecast.
[2025-12-01T20:51:41.488974] [INFO ] [main      ] VFF: Signal=1 (Conf=80.0%), Magnitude=0.39% (Conf=57.0237%)
[2025-12-01T20:51:41.489331] [INFO ] [main      ] Fetching symbol history for AMZN...
[2025-12-01T20:51:41.489381] [DEBUG] [REMOTE    ] AMZN: Fetching historical data.
[2025-12-01T20:51:41.490675] [INFO ] [main      ] Progress: 405/769 forecasts completed (52.7%). VFF finished in 0.6s. ETA: 59.6s. Rate: 366.35 forecasts/min
[2025-12-01T20:51:41.502913] [DEBUG] [REMOTE    ] AMZN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:41.503928] [DEBUG] [LOCAL     ] Loaded configuration for AMZN: 2 features, N/A% accuracy
[2025-12-01T20:51:41.503980] [INFO ] [LOCAL     ] AMZN: Loaded 2 optimal features with 59.11% confidence from JSON config
[2025-12-01T20:51:41.504011] [DEBUG] [MAG       ] Building data for symbol: AMZN with lookback: 0
[2025-12-01T20:51:41.504803] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:41.504860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-01T20:51:41.505505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-01T20:51:41.507664] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:41.539679] [DEBUG] [MAG       ] HCSG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:41.591207] [DEBUG] [MAG       ] NOAH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:41.610660] [INFO ] [LOCAL     ] HCSG: Saved forecast.
[2025-12-01T20:51:41.610724] [INFO ] [main      ] HCSG: Signal=1 (Conf=80.0%), Magnitude=2.53% (Conf=58.1759%)
[2025-12-01T20:51:41.611057] [INFO ] [main      ] Fetching symbol history for SLVO...
[2025-12-01T20:51:41.611106] [DEBUG] [REMOTE    ] SLVO: Fetching historical data.
[2025-12-01T20:51:41.612656] [INFO ] [main      ] Progress: 406/769 forecasts completed (52.8%). HCSG finished in 0.6s. ETA: 59.4s. Rate: 366.58 forecasts/min
[2025-12-01T20:51:41.624481] [DEBUG] [REMOTE    ] SLVO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:41.625604] [DEBUG] [LOCAL     ] Loaded configuration for SLVO: 5 features, N/A% accuracy
[2025-12-01T20:51:41.625661] [INFO ] [LOCAL     ] SLVO: Loaded 5 optimal features with 55.15% confidence from JSON config
[2025-12-01T20:51:41.625693] [DEBUG] [MAG       ] Building data for symbol: SLVO with lookback: 0
[2025-12-01T20:51:41.626475] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:41.626537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:41.631386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:41.633210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:41.633722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:51:41.634927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:51:41.653377] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:41.658958] [INFO ] [LOCAL     ] NOAH: Saved forecast.
[2025-12-01T20:51:41.659027] [INFO ] [main      ] NOAH: Signal=1 (Conf=80.0%), Magnitude=1.03% (Conf=55.9395%)
[2025-12-01T20:51:41.659354] [INFO ] [main      ] Fetching symbol history for RH...
[2025-12-01T20:51:41.659404] [DEBUG] [REMOTE    ] RH: Fetching historical data.
[2025-12-01T20:51:41.659638] [INFO ] [main      ] Progress: 407/769 forecasts completed (52.9%). NOAH finished in 0.6s. ETA: 59.1s. Rate: 367.22 forecasts/min
[2025-12-01T20:51:41.672786] [DEBUG] [REMOTE    ] RH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:41.673911] [DEBUG] [LOCAL     ] Loaded configuration for RH: 8 features, N/A% accuracy
[2025-12-01T20:51:41.673964] [INFO ] [LOCAL     ] RH: Loaded 8 optimal features with 57.78% confidence from JSON config
[2025-12-01T20:51:41.673995] [DEBUG] [MAG       ] Building data for symbol: RH with lookback: 0
[2025-12-01T20:51:41.674754] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:51:41.674812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:41.679601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:41.681329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:41.681802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:41.682218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:41.682604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:51:41.683486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:51:41.685386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:51:41.687979] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:41.716475] [DEBUG] [MAG       ] BCS: Last date is validated at 2025-12-01
[2025-12-01T20:51:41.848129] [DEBUG] [MAG       ] AMZN: Last date is validated at 2025-12-01
[2025-12-01T20:51:41.883381] [DEBUG] [MAG       ] BCS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:41.953073] [INFO ] [LOCAL     ] BCS: Saved forecast.
[2025-12-01T20:51:41.953138] [INFO ] [main      ] BCS: Signal=1 (Conf=80.0%), Magnitude=-0.02% (Conf=61.0931%)
[2025-12-01T20:51:41.953514] [INFO ] [main      ] Fetching symbol history for EVEX...
[2025-12-01T20:51:41.953588] [DEBUG] [REMOTE    ] EVEX: Fetching historical data.
[2025-12-01T20:51:41.953661] [INFO ] [main      ] Progress: 408/769 forecasts completed (53.1%). BCS finished in 0.6s. ETA: 59.1s. Rate: 366.51 forecasts/min
[2025-12-01T20:51:41.968907] [DEBUG] [REMOTE    ] EVEX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:41.970064] [DEBUG] [LOCAL     ] Loaded configuration for EVEX: 5 features, N/A% accuracy
[2025-12-01T20:51:41.970130] [INFO ] [LOCAL     ] EVEX: Loaded 5 optimal features with 52.12% confidence from JSON config
[2025-12-01T20:51:41.970171] [DEBUG] [MAG       ] Building data for symbol: EVEX with lookback: 0
[2025-12-01T20:51:41.971340] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:41.971416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:41.972358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:41.973259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:51:41.974019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:51:41.974682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:51:41.987150] [DEBUG] [MAG       ] SLVO: Last date is validated at 2025-12-01
[2025-12-01T20:51:41.990194] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:42.015848] [DEBUG] [MAG       ] RH: Last date is validated at 2025-12-01
[2025-12-01T20:51:42.017116] [DEBUG] [MAG       ] AMZN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:42.151739] [INFO ] [LOCAL     ] AMZN: Saved forecast.
[2025-12-01T20:51:42.151806] [INFO ] [main      ] AMZN: Signal=1 (Conf=80.0%), Magnitude=-0.92% (Conf=59.1064%)
[2025-12-01T20:51:42.152166] [INFO ] [main      ] Progress: 409/769 forecasts completed (53.2%). AMZN finished in 0.7s. ETA: 59.0s. Rate: 366.32 forecasts/min
[2025-12-01T20:51:42.152288] [INFO ] [main      ] Fetching symbol history for WLK...
[2025-12-01T20:51:42.152330] [DEBUG] [REMOTE    ] WLK: Fetching historical data.
[2025-12-01T20:51:42.155772] [DEBUG] [MAG       ] SLVO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:42.164986] [DEBUG] [REMOTE    ] WLK: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:42.165971] [DEBUG] [LOCAL     ] Loaded configuration for WLK: 6 features, N/A% accuracy
[2025-12-01T20:51:42.166029] [INFO ] [LOCAL     ] WLK: Loaded 6 optimal features with 50.47% confidence from JSON config
[2025-12-01T20:51:42.166061] [DEBUG] [MAG       ] Building data for symbol: WLK with lookback: 0
[2025-12-01T20:51:42.166896] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:42.166955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:42.171862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:42.176166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:42.176669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:42.177095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:42.177473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:51:42.179438] [DEBUG] [MAG       ] RH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:42.182066] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:42.255057] [INFO ] [LOCAL     ] SLVO: Saved forecast.
[2025-12-01T20:51:42.255124] [INFO ] [main      ] SLVO: Signal=1 (Conf=80.0%), Magnitude=-1.29% (Conf=55.1489%)
[2025-12-01T20:51:42.255441] [INFO ] [main      ] Fetching symbol history for TTD...
[2025-12-01T20:51:42.255493] [DEBUG] [REMOTE    ] TTD: Fetching historical data.
[2025-12-01T20:51:42.255712] [INFO ] [main      ] Progress: 410/769 forecasts completed (53.3%). SLVO finished in 0.6s. ETA: 58.7s. Rate: 366.64 forecasts/min
[2025-12-01T20:51:42.269772] [DEBUG] [REMOTE    ] TTD: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:42.270542] [DEBUG] [LOCAL     ] Loaded configuration for TTD: 4 features, N/A% accuracy
[2025-12-01T20:51:42.270616] [INFO ] [LOCAL     ] TTD: Loaded 4 optimal features with 46.86% confidence from JSON config
[2025-12-01T20:51:42.270650] [DEBUG] [MAG       ] Building data for symbol: TTD with lookback: 0
[2025-12-01T20:51:42.271406] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:42.271464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:42.273169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:42.273696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:42.274091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:42.331768] [DEBUG] [MAG       ] EVEX: Last date is validated at 2025-12-01
[2025-12-01T20:51:42.370738] [INFO ] [LOCAL     ] RH: Saved forecast.
[2025-12-01T20:51:42.370804] [INFO ] [main      ] RH: Signal=1 (Conf=80.0%), Magnitude=4.42% (Conf=57.7813%)
[2025-12-01T20:51:42.371134] [INFO ] [main      ] Fetching symbol history for PLCE...
[2025-12-01T20:51:42.371184] [DEBUG] [REMOTE    ] PLCE: Fetching historical data.
[2025-12-01T20:51:42.371650] [INFO ] [main      ] Progress: 411/769 forecasts completed (53.4%). RH finished in 0.7s. ETA: 58.5s. Rate: 366.90 forecasts/min
[2025-12-01T20:51:42.383899] [DEBUG] [REMOTE    ] PLCE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:42.384654] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:42.384888] [DEBUG] [LOCAL     ] Loaded configuration for PLCE: 6 features, N/A% accuracy
[2025-12-01T20:51:42.384943] [INFO ] [LOCAL     ] PLCE: Loaded 6 optimal features with 58.49% confidence from JSON config
[2025-12-01T20:51:42.384974] [DEBUG] [MAG       ] Building data for symbol: PLCE with lookback: 0
[2025-12-01T20:51:42.385745] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:42.385802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:42.390510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:42.392216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:42.392717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:42.393118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-01T20:51:42.394548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-01T20:51:42.395227] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:42.499932] [DEBUG] [MAG       ] EVEX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:42.514973] [DEBUG] [MAG       ] WLK: Last date is validated at 2025-12-01
[2025-12-01T20:51:42.567926] [INFO ] [LOCAL     ] EVEX: Saved forecast.
[2025-12-01T20:51:42.568005] [INFO ] [main      ] EVEX: Signal=1 (Conf=80.0%), Magnitude=6.76% (Conf=52.1231%)
[2025-12-01T20:51:42.568404] [INFO ] [main      ] Fetching symbol history for MFA...
[2025-12-01T20:51:42.568456] [DEBUG] [REMOTE    ] MFA: Fetching historical data.
[2025-12-01T20:51:42.569651] [INFO ] [main      ] Progress: 412/769 forecasts completed (53.6%). EVEX finished in 0.6s. ETA: 58.4s. Rate: 366.72 forecasts/min
[2025-12-01T20:51:42.582589] [DEBUG] [REMOTE    ] MFA: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:42.583761] [DEBUG] [LOCAL     ] Loaded configuration for MFA: 3 features, N/A% accuracy
[2025-12-01T20:51:42.583819] [INFO ] [LOCAL     ] MFA: Loaded 3 optimal features with 51.62% confidence from JSON config
[2025-12-01T20:51:42.583862] [DEBUG] [MAG       ] Building data for symbol: MFA with lookback: 0
[2025-12-01T20:51:42.584697] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:42.584757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:42.589710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:42.592204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-01T20:51:42.592905] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:42.682360] [DEBUG] [MAG       ] WLK: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:42.723256] [DEBUG] [MAG       ] TTD: Last date is validated at 2025-12-01
[2025-12-01T20:51:42.726001] [DEBUG] [MAG       ] PLCE: Last date is validated at 2025-12-01
[2025-12-01T20:51:42.785496] [INFO ] [LOCAL     ] WLK: Saved forecast.
[2025-12-01T20:51:42.785562] [INFO ] [main      ] WLK: Signal=1 (Conf=80.0%), Magnitude=2.98% (Conf=50.4667%)
[2025-12-01T20:51:42.785925] [INFO ] [main      ] Fetching symbol history for FCNCP...
[2025-12-01T20:51:42.785974] [DEBUG] [REMOTE    ] FCNCP: Fetching historical data.
[2025-12-01T20:51:42.786663] [INFO ] [main      ] Progress: 413/769 forecasts completed (53.7%). WLK finished in 0.6s. ETA: 58.3s. Rate: 366.43 forecasts/min
[2025-12-01T20:51:42.799434] [DEBUG] [REMOTE    ] FCNCP: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:42.800596] [DEBUG] [LOCAL     ] Loaded configuration for FCNCP: 5 features, N/A% accuracy
[2025-12-01T20:51:42.800668] [INFO ] [LOCAL     ] FCNCP: Loaded 5 optimal features with 43.35% confidence from JSON config
[2025-12-01T20:51:42.800700] [DEBUG] [MAG       ] Building data for symbol: FCNCP with lookback: 0
[2025-12-01T20:51:42.801481] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:42.801539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:42.803225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:42.803734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:42.804111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:42.841302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:42.842091] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:42.891422] [DEBUG] [MAG       ] PLCE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:42.895044] [DEBUG] [MAG       ] TTD: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:42.938330] [DEBUG] [MAG       ] MFA: Last date is validated at 2025-12-01
[2025-12-01T20:51:42.971207] [INFO ] [LOCAL     ] PLCE: Saved forecast.
[2025-12-01T20:51:42.971270] [INFO ] [main      ] PLCE: Signal=1 (Conf=80.0%), Magnitude=-1.43% (Conf=58.4873%)
[2025-12-01T20:51:42.971647] [INFO ] [main      ] Fetching symbol history for MDXG...
[2025-12-01T20:51:42.971697] [DEBUG] [REMOTE    ] MDXG: Fetching historical data.
[2025-12-01T20:51:42.971820] [INFO ] [main      ] Progress: 414/769 forecasts completed (53.8%). PLCE finished in 0.6s. ETA: 58.1s. Rate: 366.31 forecasts/min
[2025-12-01T20:51:42.983967] [DEBUG] [REMOTE    ] MDXG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:42.985442] [DEBUG] [LOCAL     ] Loaded configuration for MDXG: 5 features, N/A% accuracy
[2025-12-01T20:51:42.985492] [INFO ] [LOCAL     ] MDXG: Loaded 5 optimal features with 56.72% confidence from JSON config
[2025-12-01T20:51:42.985521] [DEBUG] [MAG       ] Building data for symbol: MDXG with lookback: 0
[2025-12-01T20:51:42.986277] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:42.986335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:42.987984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:42.988522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:42.990835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:42.992426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:51:42.994979] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:43.012555] [INFO ] [LOCAL     ] TTD: Saved forecast.
[2025-12-01T20:51:43.012640] [INFO ] [main      ] TTD: Signal=1 (Conf=80.0%), Magnitude=-1.80% (Conf=46.8634%)
[2025-12-01T20:51:43.013000] [INFO ] [main      ] Progress: 415/769 forecasts completed (54.0%). TTD finished in 0.8s. ETA: 57.9s. Rate: 366.97 forecasts/min
[2025-12-01T20:51:43.013195] [INFO ] [main      ] Fetching symbol history for EFSC...
[2025-12-01T20:51:43.013239] [DEBUG] [REMOTE    ] EFSC: Fetching historical data.
[2025-12-01T20:51:43.026476] [DEBUG] [REMOTE    ] EFSC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:43.027468] [DEBUG] [LOCAL     ] Loaded configuration for EFSC: 4 features, N/A% accuracy
[2025-12-01T20:51:43.027529] [INFO ] [LOCAL     ] EFSC: Loaded 4 optimal features with 43.28% confidence from JSON config
[2025-12-01T20:51:43.027560] [DEBUG] [MAG       ] Building data for symbol: EFSC with lookback: 0
[2025-12-01T20:51:43.028383] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:43.028440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:43.030382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:43.030886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:43.078136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-01T20:51:43.078890] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:43.109207] [DEBUG] [MAG       ] MFA: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:43.169922] [INFO ] [LOCAL     ] MFA: Saved forecast.
[2025-12-01T20:51:43.169987] [INFO ] [main      ] MFA: Signal=1 (Conf=80.0%), Magnitude=-0.71% (Conf=51.6246%)
[2025-12-01T20:51:43.170325] [INFO ] [main      ] Fetching symbol history for SLG...
[2025-12-01T20:51:43.170376] [DEBUG] [REMOTE    ] SLG: Fetching historical data.
[2025-12-01T20:51:43.171668] [INFO ] [main      ] Progress: 416/769 forecasts completed (54.1%). MFA finished in 0.6s. ETA: 57.7s. Rate: 367.00 forecasts/min
[2025-12-01T20:51:43.176992] [DEBUG] [MAG       ] FCNCP: Last date is validated at 2025-12-01
[2025-12-01T20:51:43.183620] [DEBUG] [REMOTE    ] SLG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:43.184719] [DEBUG] [LOCAL     ] Loaded configuration for SLG: 2 features, N/A% accuracy
[2025-12-01T20:51:43.184772] [INFO ] [LOCAL     ] SLG: Loaded 2 optimal features with 39.56% confidence from JSON config
[2025-12-01T20:51:43.184803] [DEBUG] [MAG       ] Building data for symbol: SLG with lookback: 0
[2025-12-01T20:51:43.185622] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:43.185680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:43.190411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:51:43.205400] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:43.322134] [DEBUG] [MAG       ] MDXG: Last date is validated at 2025-12-01
[2025-12-01T20:51:43.340019] [DEBUG] [MAG       ] FCNCP: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:43.399555] [INFO ] [LOCAL     ] FCNCP: Saved forecast.
[2025-12-01T20:51:43.399642] [INFO ] [main      ] FCNCP: Signal=1 (Conf=80.0%), Magnitude=0.30% (Conf=43.3515%)
[2025-12-01T20:51:43.399972] [INFO ] [main      ] Fetching symbol history for HGTY...
[2025-12-01T20:51:43.400032] [DEBUG] [REMOTE    ] HGTY: Fetching historical data.
[2025-12-01T20:51:43.400667] [INFO ] [main      ] Progress: 417/769 forecasts completed (54.2%). FCNCP finished in 0.6s. ETA: 57.6s. Rate: 366.65 forecasts/min
[2025-12-01T20:51:43.408640] [DEBUG] [MAG       ] EFSC: Last date is validated at 2025-12-01
[2025-12-01T20:51:43.413392] [DEBUG] [REMOTE    ] HGTY: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:43.414565] [DEBUG] [LOCAL     ] Loaded configuration for HGTY: 6 features, N/A% accuracy
[2025-12-01T20:51:43.414633] [INFO ] [LOCAL     ] HGTY: Loaded 6 optimal features with 59.26% confidence from JSON config
[2025-12-01T20:51:43.414664] [DEBUG] [MAG       ] Building data for symbol: HGTY with lookback: 0
[2025-12-01T20:51:43.415442] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:43.415501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:43.420289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:43.422010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:43.422479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:43.422915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:43.423286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:43.424141] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:43.485681] [DEBUG] [MAG       ] MDXG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:43.541769] [DEBUG] [MAG       ] SLG: Last date is validated at 2025-12-01
[2025-12-01T20:51:43.548515] [INFO ] [LOCAL     ] MDXG: Saved forecast.
[2025-12-01T20:51:43.548599] [INFO ] [main      ] MDXG: Signal=1 (Conf=80.0%), Magnitude=2.34% (Conf=56.7211%)
[2025-12-01T20:51:43.548763] [INFO ] [main      ] Fetching symbol history for IIIN...
[2025-12-01T20:51:43.548811] [DEBUG] [REMOTE    ] IIIN: Fetching historical data.
[2025-12-01T20:51:43.549783] [INFO ] [main      ] Progress: 418/769 forecasts completed (54.4%). MDXG finished in 0.6s. ETA: 57.4s. Rate: 366.73 forecasts/min
[2025-12-01T20:51:43.561511] [DEBUG] [REMOTE    ] IIIN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:43.562450] [DEBUG] [LOCAL     ] Loaded configuration for IIIN: 2 features, N/A% accuracy
[2025-12-01T20:51:43.562499] [INFO ] [LOCAL     ] IIIN: Loaded 2 optimal features with 56.09% confidence from JSON config
[2025-12-01T20:51:43.562528] [DEBUG] [MAG       ] Building data for symbol: IIIN with lookback: 0
[2025-12-01T20:51:43.563293] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:43.563349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:43.572932] [DEBUG] [MAG       ] EFSC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:43.657279] [INFO ] [LOCAL     ] EFSC: Saved forecast.
[2025-12-01T20:51:43.657344] [INFO ] [main      ] EFSC: Signal=1 (Conf=80.0%), Magnitude=0.10% (Conf=43.2761%)
[2025-12-01T20:51:43.657694] [INFO ] [main      ] Fetching symbol history for RWAY...
[2025-12-01T20:51:43.657742] [DEBUG] [REMOTE    ] RWAY: Fetching historical data.
[2025-12-01T20:51:43.658671] [INFO ] [main      ] Progress: 419/769 forecasts completed (54.5%). EFSC finished in 0.6s. ETA: 57.2s. Rate: 367.02 forecasts/min
[2025-12-01T20:51:43.669443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:51:43.670120] [DEBUG] [REMOTE    ] RWAY: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:43.670906] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:43.671190] [DEBUG] [LOCAL     ] Loaded configuration for RWAY: 9 features, N/A% accuracy
[2025-12-01T20:51:43.671242] [INFO ] [LOCAL     ] RWAY: Loaded 9 optimal features with 56.32% confidence from JSON config
[2025-12-01T20:51:43.671271] [DEBUG] [MAG       ] Building data for symbol: RWAY with lookback: 0
[2025-12-01T20:51:43.672036] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:51:43.672096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:43.672798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:43.675069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:43.712905] [DEBUG] [MAG       ] SLG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:43.748634] [DEBUG] [MAG       ] HGTY: Last date is validated at 2025-12-01
[2025-12-01T20:51:43.780133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:43.781962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:43.806674] [INFO ] [LOCAL     ] SLG: Saved forecast.
[2025-12-01T20:51:43.806740] [INFO ] [main      ] SLG: Signal=1 (Conf=80.0%), Magnitude=-0.19% (Conf=39.5624%)
[2025-12-01T20:51:43.806901] [INFO ] [main      ] Fetching symbol history for TSLA...
[2025-12-01T20:51:43.806947] [DEBUG] [REMOTE    ] TSLA: Fetching historical data.
[2025-12-01T20:51:43.808808] [INFO ] [main      ] Progress: 420/769 forecasts completed (54.6%). SLG finished in 0.6s. ETA: 57.0s. Rate: 367.09 forecasts/min
[2025-12-01T20:51:43.819722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:51:43.820782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:51:43.821345] [DEBUG] [REMOTE    ] TSLA: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:43.821969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:51:43.823761] [DEBUG] [LOCAL     ] Loaded configuration for TSLA: 6 features, N/A% accuracy
[2025-12-01T20:51:43.823852] [INFO ] [LOCAL     ] TSLA: Loaded 6 optimal features with 56.52% confidence from JSON config
[2025-12-01T20:51:43.823886] [DEBUG] [MAG       ] Building data for symbol: TSLA with lookback: 0
[2025-12-01T20:51:43.823889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-01T20:51:43.824633] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:43.824913] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:43.824976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:43.829681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:43.830618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:43.832903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:43.880468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:51:43.881593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:51:43.882169] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:43.916776] [DEBUG] [MAG       ] HGTY: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:43.986102] [INFO ] [LOCAL     ] HGTY: Saved forecast.
[2025-12-01T20:51:43.986171] [INFO ] [main      ] HGTY: Signal=1 (Conf=80.0%), Magnitude=0.69% (Conf=59.2597%)
[2025-12-01T20:51:43.986523] [INFO ] [main      ] Progress: 421/769 forecasts completed (54.7%). HGTY finished in 0.6s. ETA: 56.9s. Rate: 367.01 forecasts/min
[2025-12-01T20:51:43.986665] [INFO ] [main      ] Fetching symbol history for CLOA...
[2025-12-01T20:51:43.986710] [DEBUG] [REMOTE    ] CLOA: Fetching historical data.
[2025-12-01T20:51:43.999639] [DEBUG] [REMOTE    ] CLOA: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:44.000593] [DEBUG] [LOCAL     ] Loaded configuration for CLOA: 7 features, N/A% accuracy
[2025-12-01T20:51:44.000647] [INFO ] [LOCAL     ] CLOA: Loaded 7 optimal features with 22.35% confidence from JSON config
[2025-12-01T20:51:44.000679] [DEBUG] [MAG       ] Building data for symbol: CLOA with lookback: 0
[2025-12-01T20:51:44.001461] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:51:44.001523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:44.003245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:44.003195] [DEBUG] [MAG       ] IIIN: Last date is validated at 2025-12-01
[2025-12-01T20:51:44.003755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:51:44.004814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:51:44.006407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:51:44.007434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-01T20:51:44.008100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-01T20:51:44.009470] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:44.153912] [DEBUG] [MAG       ] RWAY: Last date is validated at 2025-12-01
[2025-12-01T20:51:44.172632] [DEBUG] [MAG       ] IIIN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:44.206402] [DEBUG] [MAG       ] TSLA: Last date is validated at 2025-12-01
[2025-12-01T20:51:44.252905] [INFO ] [LOCAL     ] IIIN: Saved forecast.
[2025-12-01T20:51:44.252971] [INFO ] [main      ] IIIN: Signal=1 (Conf=80.0%), Magnitude=-0.93% (Conf=56.0932%)
[2025-12-01T20:51:44.253131] [INFO ] [main      ] Fetching symbol history for SE...
[2025-12-01T20:51:44.253175] [DEBUG] [REMOTE    ] SE: Fetching historical data.
[2025-12-01T20:51:44.253967] [INFO ] [main      ] Progress: 422/769 forecasts completed (54.9%). IIIN finished in 0.7s. ETA: 56.8s. Rate: 366.46 forecasts/min
[2025-12-01T20:51:44.267024] [DEBUG] [REMOTE    ] SE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:44.268183] [DEBUG] [LOCAL     ] Loaded configuration for SE: 4 features, N/A% accuracy
[2025-12-01T20:51:44.268234] [INFO ] [LOCAL     ] SE: Loaded 4 optimal features with 70.88% confidence from JSON config
[2025-12-01T20:51:44.268266] [DEBUG] [MAG       ] Building data for symbol: SE with lookback: 0
[2025-12-01T20:51:44.269136] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:44.269207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:44.273958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:44.275799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:44.276261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:51:44.278242] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:44.319008] [DEBUG] [MAG       ] RWAY: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:44.354273] [DEBUG] [MAG       ] CLOA: Last date is validated at 2025-12-01
[2025-12-01T20:51:44.367067] [DEBUG] [MAG       ] TSLA: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:44.387740] [INFO ] [LOCAL     ] RWAY: Saved forecast.
[2025-12-01T20:51:44.387803] [INFO ] [main      ] RWAY: Signal=1 (Conf=80.0%), Magnitude=-0.95% (Conf=56.3182%)
[2025-12-01T20:51:44.388134] [INFO ] [main      ] Fetching symbol history for APGE...
[2025-12-01T20:51:44.388182] [DEBUG] [REMOTE    ] APGE: Fetching historical data.
[2025-12-01T20:51:44.388653] [INFO ] [main      ] Progress: 423/769 forecasts completed (55.0%). RWAY finished in 0.7s. ETA: 56.6s. Rate: 366.61 forecasts/min
[2025-12-01T20:51:44.400770] [DEBUG] [REMOTE    ] APGE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:44.401672] [DEBUG] [LOCAL     ] Loaded configuration for APGE: 6 features, N/A% accuracy
[2025-12-01T20:51:44.401723] [INFO ] [LOCAL     ] APGE: Loaded 6 optimal features with 65.81% confidence from JSON config
[2025-12-01T20:51:44.401753] [DEBUG] [MAG       ] Building data for symbol: APGE with lookback: 0
[2025-12-01T20:51:44.402485] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:44.402544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:44.407175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:44.408925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:44.409421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:44.409823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:44.410521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:51:44.411414] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:44.509298] [INFO ] [LOCAL     ] TSLA: Saved forecast.
[2025-12-01T20:51:44.509360] [INFO ] [main      ] TSLA: Signal=1 (Conf=80.0%), Magnitude=1.00% (Conf=56.523%)
[2025-12-01T20:51:44.509535] [INFO ] [main      ] Fetching symbol history for HFRO...
[2025-12-01T20:51:44.509596] [DEBUG] [REMOTE    ] HFRO: Fetching historical data.
[2025-12-01T20:51:44.510381] [INFO ] [main      ] Progress: 424/769 forecasts completed (55.1%). TSLA finished in 0.7s. ETA: 56.4s. Rate: 366.84 forecasts/min
[2025-12-01T20:51:44.522152] [DEBUG] [REMOTE    ] HFRO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:44.523099] [DEBUG] [LOCAL     ] Loaded configuration for HFRO: 9 features, N/A% accuracy
[2025-12-01T20:51:44.523159] [INFO ] [LOCAL     ] HFRO: Loaded 9 optimal features with 53.71% confidence from JSON config
[2025-12-01T20:51:44.523191] [DEBUG] [MAG       ] Building data for symbol: HFRO with lookback: 0
[2025-12-01T20:51:44.523944] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:51:44.524004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:44.525653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:44.526145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:44.526516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:44.526965] [DEBUG] [MAG       ] CLOA: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:44.527363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:44.529686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:51:44.530606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:51:44.531759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:51:44.533622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:51:44.534627] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:44.587828] [INFO ] [LOCAL     ] CLOA: Saved forecast.
[2025-12-01T20:51:44.587899] [INFO ] [main      ] CLOA: Signal=1 (Conf=80.0%), Magnitude=-0.01% (Conf=22.3519%)
[2025-12-01T20:51:44.588058] [INFO ] [main      ] Fetching symbol history for PBYI...
[2025-12-01T20:51:44.588102] [DEBUG] [REMOTE    ] PBYI: Fetching historical data.
[2025-12-01T20:51:44.589698] [INFO ] [main      ] Progress: 425/769 forecasts completed (55.3%). CLOA finished in 0.6s. ETA: 56.2s. Rate: 367.28 forecasts/min
[2025-12-01T20:51:44.602800] [DEBUG] [REMOTE    ] PBYI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:44.603855] [DEBUG] [LOCAL     ] Loaded configuration for PBYI: 9 features, N/A% accuracy
[2025-12-01T20:51:44.603912] [INFO ] [LOCAL     ] PBYI: Loaded 9 optimal features with 57.89% confidence from JSON config
[2025-12-01T20:51:44.603944] [DEBUG] [MAG       ] Building data for symbol: PBYI with lookback: 0
[2025-12-01T20:51:44.604737] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:51:44.604800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:44.606509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:44.607046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:44.607429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:51:44.614521] [DEBUG] [MAG       ] SE: Last date is validated at 2025-12-01
[2025-12-01T20:51:44.684869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:44.685485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:51:44.686522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:51:44.688215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:51:44.689266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-01T20:51:44.690293] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:44.745384] [DEBUG] [MAG       ] APGE: Last date is validated at 2025-12-01
[2025-12-01T20:51:44.782263] [DEBUG] [MAG       ] SE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:44.862726] [DEBUG] [MAG       ] HFRO: Last date is validated at 2025-12-01
[2025-12-01T20:51:44.909465] [DEBUG] [MAG       ] APGE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:44.916230] [INFO ] [LOCAL     ] SE: Saved forecast.
[2025-12-01T20:51:44.916295] [INFO ] [main      ] SE: Signal=1 (Conf=80.0%), Magnitude=0.77% (Conf=70.8826%)
[2025-12-01T20:51:44.916637] [INFO ] [main      ] Fetching symbol history for RYTM...
[2025-12-01T20:51:44.916697] [DEBUG] [REMOTE    ] RYTM: Fetching historical data.
[2025-12-01T20:51:44.916660] [INFO ] [main      ] Progress: 426/769 forecasts completed (55.4%). SE finished in 0.7s. ETA: 56.2s. Rate: 366.42 forecasts/min
[2025-12-01T20:51:44.929553] [DEBUG] [REMOTE    ] RYTM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:44.930448] [DEBUG] [LOCAL     ] Loaded configuration for RYTM: 1 features, N/A% accuracy
[2025-12-01T20:51:44.930504] [INFO ] [LOCAL     ] RYTM: Loaded 1 optimal features with 59.78% confidence from JSON config
[2025-12-01T20:51:44.930535] [DEBUG] [MAG       ] Building data for symbol: RYTM with lookback: 0
[2025-12-01T20:51:44.931322] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:51:44.931378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:44.932999] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:45.008187] [INFO ] [LOCAL     ] APGE: Saved forecast.
[2025-12-01T20:51:45.008251] [INFO ] [main      ] APGE: Signal=1 (Conf=80.0%), Magnitude=9.59% (Conf=65.8127%)
[2025-12-01T20:51:45.008768] [INFO ] [main      ] Fetching symbol history for VGI...
[2025-12-01T20:51:45.008821] [DEBUG] [REMOTE    ] VGI: Fetching historical data.
[2025-12-01T20:51:45.009645] [INFO ] [main      ] Progress: 427/769 forecasts completed (55.5%). APGE finished in 0.6s. ETA: 55.9s. Rate: 366.79 forecasts/min
[2025-12-01T20:51:45.021079] [DEBUG] [REMOTE    ] VGI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:45.022104] [DEBUG] [LOCAL     ] Loaded configuration for VGI: 6 features, N/A% accuracy
[2025-12-01T20:51:45.022160] [INFO ] [LOCAL     ] VGI: Loaded 6 optimal features with 31.33% confidence from JSON config
[2025-12-01T20:51:45.022192] [DEBUG] [MAG       ] Building data for symbol: VGI with lookback: 0
[2025-12-01T20:51:45.022969] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:45.023029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:51:45.024962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:51:45.026232] [DEBUG] [MAG       ] HFRO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:45.027789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-01T20:51:45.030201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:51:45.031204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-01T20:51:45.032590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-01T20:51:45.034035] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:45.044787] [DEBUG] [MAG       ] PBYI: Last date is validated at 2025-12-01
[2025-12-01T20:51:45.090544] [INFO ] [LOCAL     ] HFRO: Saved forecast.
[2025-12-01T20:51:45.090626] [INFO ] [main      ] HFRO: Signal=1 (Conf=80.0%), Magnitude=-1.24% (Conf=53.7088%)
[2025-12-01T20:51:45.090780] [INFO ] [main      ] Fetching symbol history for CVS...
[2025-12-01T20:51:45.090822] [DEBUG] [REMOTE    ] CVS: Fetching historical data.
[2025-12-01T20:51:45.091795] [INFO ] [main      ] Progress: 428/769 forecasts completed (55.7%). HFRO finished in 0.6s. ETA: 55.7s. Rate: 367.22 forecasts/min
[2025-12-01T20:51:45.103288] [DEBUG] [REMOTE    ] CVS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:45.104515] [DEBUG] [LOCAL     ] Loaded configuration for CVS: 7 features, N/A% accuracy
[2025-12-01T20:51:45.104565] [INFO ] [LOCAL     ] CVS: Loaded 7 optimal features with 59.19% confidence from JSON config
[2025-12-01T20:51:45.104615] [DEBUG] [MAG       ] Building data for symbol: CVS with lookback: 0
[2025-12-01T20:51:45.105341] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:51:45.105400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:45.110117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:45.111046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:51:45.111668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:51:45.114214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-01T20:51:45.115687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-01T20:51:45.116342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:51:45.118299] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:45.216710] [DEBUG] [MAG       ] PBYI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:45.272944] [DEBUG] [MAG       ] RYTM: Last date is validated at 2025-12-01
[2025-12-01T20:51:45.279982] [INFO ] [LOCAL     ] PBYI: Saved forecast.
[2025-12-01T20:51:45.280054] [INFO ] [main      ] PBYI: Signal=1 (Conf=80.0%), Magnitude=0.11% (Conf=57.8853%)
[2025-12-01T20:51:45.280409] [INFO ] [main      ] Fetching symbol history for CROX...
[2025-12-01T20:51:45.280461] [DEBUG] [REMOTE    ] CROX: Fetching historical data.
[2025-12-01T20:51:45.280657] [INFO ] [main      ] Progress: 429/769 forecasts completed (55.8%). PBYI finished in 0.7s. ETA: 55.6s. Rate: 367.09 forecasts/min
[2025-12-01T20:51:45.294151] [DEBUG] [REMOTE    ] CROX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:45.295451] [DEBUG] [LOCAL     ] Loaded configuration for CROX: 2 features, N/A% accuracy
[2025-12-01T20:51:45.295502] [INFO ] [LOCAL     ] CROX: Loaded 2 optimal features with 46.40% confidence from JSON config
[2025-12-01T20:51:45.295534] [DEBUG] [MAG       ] Building data for symbol: CROX with lookback: 0
[2025-12-01T20:51:45.296355] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:45.296431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:45.336154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:51:45.336885] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:45.368199] [DEBUG] [MAG       ] VGI: Last date is validated at 2025-12-01
[2025-12-01T20:51:45.442587] [DEBUG] [MAG       ] RYTM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:45.449798] [DEBUG] [MAG       ] CVS: Last date is validated at 2025-12-01
[2025-12-01T20:51:45.534487] [DEBUG] [MAG       ] VGI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:45.547516] [INFO ] [LOCAL     ] RYTM: Saved forecast.
[2025-12-01T20:51:45.547597] [INFO ] [main      ] RYTM: Signal=1 (Conf=80.0%), Magnitude=-2.56% (Conf=59.7834%)
[2025-12-01T20:51:45.547748] [INFO ] [main      ] Fetching symbol history for SYM...
[2025-12-01T20:51:45.547790] [DEBUG] [REMOTE    ] SYM: Fetching historical data.
[2025-12-01T20:51:45.549845] [INFO ] [main      ] Progress: 430/769 forecasts completed (55.9%). RYTM finished in 0.6s. ETA: 55.5s. Rate: 366.53 forecasts/min
[2025-12-01T20:51:45.560604] [DEBUG] [REMOTE    ] SYM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:45.561844] [DEBUG] [LOCAL     ] Loaded configuration for SYM: 10 features, N/A% accuracy
[2025-12-01T20:51:45.561899] [INFO ] [LOCAL     ] SYM: Loaded 10 optimal features with 61.91% confidence from JSON config
[2025-12-01T20:51:45.561931] [DEBUG] [MAG       ] Building data for symbol: SYM with lookback: 0
[2025-12-01T20:51:45.562740] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-01T20:51:45.562801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:45.567471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:45.569404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:45.569874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:45.570280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:45.571146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:51:45.615026] [DEBUG] [MAG       ] CVS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:45.644139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:51:45.646041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-01T20:51:45.647553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-01T20:51:45.648911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-01T20:51:45.650223] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:45.665490] [INFO ] [LOCAL     ] VGI: Saved forecast.
[2025-12-01T20:51:45.665554] [INFO ] [main      ] VGI: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=31.3279%)
[2025-12-01T20:51:45.665899] [INFO ] [main      ] Fetching symbol history for CGTX...
[2025-12-01T20:51:45.665948] [DEBUG] [REMOTE    ] CGTX: Fetching historical data.
[2025-12-01T20:51:45.665928] [INFO ] [main      ] Progress: 431/769 forecasts completed (56.0%). VGI finished in 0.7s. ETA: 55.3s. Rate: 366.78 forecasts/min
[2025-12-01T20:51:45.679669] [DEBUG] [REMOTE    ] CGTX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:45.680800] [DEBUG] [LOCAL     ] Loaded configuration for CGTX: 5 features, N/A% accuracy
[2025-12-01T20:51:45.680851] [INFO ] [LOCAL     ] CGTX: Loaded 5 optimal features with 58.20% confidence from JSON config
[2025-12-01T20:51:45.680881] [DEBUG] [MAG       ] Building data for symbol: CGTX with lookback: 0
[2025-12-01T20:51:45.681649] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:45.681706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:45.683319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:45.683827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:45.684208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:45.686123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:45.689268] [DEBUG] [MAG       ] CROX: Last date is validated at 2025-12-01
[2025-12-01T20:51:45.727316] [INFO ] [LOCAL     ] CVS: Saved forecast.
[2025-12-01T20:51:45.727378] [INFO ] [main      ] CVS: Signal=1 (Conf=80.0%), Magnitude=-1.09% (Conf=59.1862%)
[2025-12-01T20:51:45.727746] [INFO ] [main      ] Progress: 432/769 forecasts completed (56.2%). CVS finished in 0.6s. ETA: 55.0s. Rate: 367.31 forecasts/min
[2025-12-01T20:51:45.727930] [INFO ] [main      ] Fetching symbol history for IQ...
[2025-12-01T20:51:45.727973] [DEBUG] [REMOTE    ] IQ: Fetching historical data.
[2025-12-01T20:51:45.734343] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:45.740162] [DEBUG] [REMOTE    ] IQ: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:45.741313] [DEBUG] [LOCAL     ] Loaded configuration for IQ: 3 features, N/A% accuracy
[2025-12-01T20:51:45.741363] [INFO ] [LOCAL     ] IQ: Loaded 3 optimal features with 43.46% confidence from JSON config
[2025-12-01T20:51:45.741393] [DEBUG] [MAG       ] Building data for symbol: IQ with lookback: 0
[2025-12-01T20:51:45.742156] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:45.742213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:45.746864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:51:45.749685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-01T20:51:45.751706] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:45.856979] [DEBUG] [MAG       ] CROX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:45.980990] [DEBUG] [MAG       ] SYM: Last date is validated at 2025-12-01
[2025-12-01T20:51:45.987674] [INFO ] [LOCAL     ] CROX: Saved forecast.
[2025-12-01T20:51:45.987776] [INFO ] [main      ] CROX: Signal=1 (Conf=80.0%), Magnitude=-2.69% (Conf=46.3986%)
[2025-12-01T20:51:45.988290] [INFO ] [main      ] Fetching symbol history for FLUX...
[2025-12-01T20:51:45.988368] [DEBUG] [REMOTE    ] FLUX: Fetching historical data.
[2025-12-01T20:51:45.988652] [INFO ] [main      ] Progress: 433/769 forecasts completed (56.3%). CROX finished in 0.7s. ETA: 55.0s. Rate: 366.80 forecasts/min
[2025-12-01T20:51:46.002364] [DEBUG] [REMOTE    ] FLUX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:46.003484] [DEBUG] [LOCAL     ] Loaded configuration for FLUX: 5 features, N/A% accuracy
[2025-12-01T20:51:46.003542] [INFO ] [LOCAL     ] FLUX: Loaded 5 optimal features with 52.82% confidence from JSON config
[2025-12-01T20:51:46.003590] [DEBUG] [MAG       ] Building data for symbol: FLUX with lookback: 0
[2025-12-01T20:51:46.004396] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:46.004458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:46.009471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:46.081892] [DEBUG] [MAG       ] CGTX: Last date is validated at 2025-12-01
[2025-12-01T20:51:46.094079] [DEBUG] [MAG       ] IQ: Last date is validated at 2025-12-01
[2025-12-01T20:51:46.127203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:51:46.128692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:51:46.151700] [DEBUG] [MAG       ] SYM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:46.206639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-01T20:51:46.207602] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:46.259668] [DEBUG] [MAG       ] CGTX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:46.265761] [DEBUG] [MAG       ] IQ: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:46.314180] [INFO ] [LOCAL     ] SYM: Saved forecast.
[2025-12-01T20:51:46.314277] [INFO ] [main      ] SYM: Signal=1 (Conf=80.0%), Magnitude=7.65% (Conf=61.9087%)
[2025-12-01T20:51:46.314813] [INFO ] [main      ] Fetching symbol history for MYE...
[2025-12-01T20:51:46.314886] [DEBUG] [REMOTE    ] MYE: Fetching historical data.
[2025-12-01T20:51:46.314842] [INFO ] [main      ] Progress: 434/769 forecasts completed (56.4%). SYM finished in 0.8s. ETA: 54.9s. Rate: 365.97 forecasts/min
[2025-12-01T20:51:46.325355] [INFO ] [LOCAL     ] CGTX: Saved forecast.
[2025-12-01T20:51:46.325450] [INFO ] [main      ] CGTX: Signal=1 (Conf=80.0%), Magnitude=-2.97% (Conf=58.1964%)
[2025-12-01T20:51:46.325954] [INFO ] [main      ] Fetching symbol history for BLCO...
[2025-12-01T20:51:46.325962] [INFO ] [main      ] Progress: 435/769 forecasts completed (56.6%). CGTX finished in 0.7s. ETA: 54.6s. Rate: 366.75 forecasts/min
[2025-12-01T20:51:46.326026] [DEBUG] [REMOTE    ] BLCO: Fetching historical data.
[2025-12-01T20:51:46.333865] [DEBUG] [REMOTE    ] MYE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:46.334934] [DEBUG] [LOCAL     ] Loaded configuration for MYE: 6 features, N/A% accuracy
[2025-12-01T20:51:46.335008] [INFO ] [LOCAL     ] MYE: Loaded 6 optimal features with 57.14% confidence from JSON config
[2025-12-01T20:51:46.335059] [DEBUG] [MAG       ] Building data for symbol: MYE with lookback: 0
[2025-12-01T20:51:46.336292] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:46.336393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:46.337023] [INFO ] [LOCAL     ] IQ: Saved forecast.
[2025-12-01T20:51:46.337100] [INFO ] [main      ] IQ: Signal=1 (Conf=80.0%), Magnitude=-7.48% (Conf=43.4578%)
[2025-12-01T20:51:46.337273] [INFO ] [main      ] Fetching symbol history for BZUN...
[2025-12-01T20:51:46.337318] [DEBUG] [REMOTE    ] BZUN: Fetching historical data.
[2025-12-01T20:51:46.337853] [INFO ] [main      ] Progress: 436/769 forecasts completed (56.7%). IQ finished in 0.6s. ETA: 54.4s. Rate: 367.53 forecasts/min
[2025-12-01T20:51:46.338999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:46.339742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:46.340296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:46.341408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:51:46.344934] [DEBUG] [REMOTE    ] BLCO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:46.345903] [DEBUG] [LOCAL     ] Loaded configuration for BLCO: 8 features, N/A% accuracy
[2025-12-01T20:51:46.345987] [INFO ] [LOCAL     ] BLCO: Loaded 8 optimal features with 55.37% confidence from JSON config
[2025-12-01T20:51:46.346038] [DEBUG] [MAG       ] Building data for symbol: BLCO with lookback: 0
[2025-12-01T20:51:46.347510] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:51:46.347672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:46.353097] [DEBUG] [REMOTE    ] BZUN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:46.354207] [DEBUG] [LOCAL     ] Loaded configuration for BZUN: 9 features, N/A% accuracy
[2025-12-01T20:51:46.354266] [INFO ] [LOCAL     ] BZUN: Loaded 9 optimal features with 51.18% confidence from JSON config
[2025-12-01T20:51:46.354298] [DEBUG] [MAG       ] Building data for symbol: BZUN with lookback: 0
[2025-12-01T20:51:46.355246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:46.355198] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:51:46.357488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:46.358081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:46.358855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:46.359431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:46.360767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:51:46.363939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:46.364699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-01T20:51:46.365991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:46.366555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:46.367001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:46.367463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-01T20:51:46.367812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:46.369012] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:46.370281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:46.371111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-01T20:51:46.372597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:51:46.373874] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:46.416365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:51:46.419943] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:46.633492] [DEBUG] [MAG       ] FLUX: Last date is validated at 2025-12-01
[2025-12-01T20:51:46.758076] [DEBUG] [MAG       ] BLCO: Last date is validated at 2025-12-01
[2025-12-01T20:51:46.785878] [DEBUG] [MAG       ] BZUN: Last date is validated at 2025-12-01
[2025-12-01T20:51:46.819608] [DEBUG] [MAG       ] FLUX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:46.851273] [DEBUG] [MAG       ] MYE: Last date is validated at 2025-12-01
[2025-12-01T20:51:46.890473] [INFO ] [LOCAL     ] FLUX: Saved forecast.
[2025-12-01T20:51:46.890543] [INFO ] [main      ] FLUX: Signal=1 (Conf=80.0%), Magnitude=-1.07% (Conf=52.8219%)
[2025-12-01T20:51:46.890943] [INFO ] [main      ] Fetching symbol history for FRGE...
[2025-12-01T20:51:46.890996] [DEBUG] [REMOTE    ] FRGE: Fetching historical data.
[2025-12-01T20:51:46.891664] [INFO ] [main      ] Progress: 437/769 forecasts completed (56.8%). FLUX finished in 0.9s. ETA: 54.5s. Rate: 365.53 forecasts/min
[2025-12-01T20:51:46.905244] [DEBUG] [REMOTE    ] FRGE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:46.906435] [DEBUG] [LOCAL     ] Loaded configuration for FRGE: 6 features, N/A% accuracy
[2025-12-01T20:51:46.906489] [INFO ] [LOCAL     ] FRGE: Loaded 6 optimal features with 30.72% confidence from JSON config
[2025-12-01T20:51:46.906520] [DEBUG] [MAG       ] Building data for symbol: FRGE with lookback: 0
[2025-12-01T20:51:46.907382] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:46.907444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:46.912360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:46.914312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:46.914821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:46.915239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:46.941555] [DEBUG] [MAG       ] BLCO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:46.957920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:51:46.966144] [DEBUG] [MAG       ] BZUN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:47.032513] [INFO ] [LOCAL     ] BLCO: Saved forecast.
[2025-12-01T20:51:47.032603] [INFO ] [main      ] BLCO: Signal=1 (Conf=80.0%), Magnitude=-0.75% (Conf=55.371%)
[2025-12-01T20:51:47.032985] [INFO ] [main      ] Fetching symbol history for NBN...
[2025-12-01T20:51:47.033049] [DEBUG] [REMOTE    ] NBN: Fetching historical data.
[2025-12-01T20:51:47.034028] [INFO ] [main      ] Progress: 438/769 forecasts completed (57.0%). BLCO finished in 0.7s. ETA: 54.3s. Rate: 365.64 forecasts/min
[2025-12-01T20:51:47.034754] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:47.036974] [DEBUG] [MAG       ] MYE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:47.048037] [DEBUG] [REMOTE    ] NBN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:47.048930] [DEBUG] [LOCAL     ] Loaded configuration for NBN: 3 features, N/A% accuracy
[2025-12-01T20:51:47.048985] [INFO ] [LOCAL     ] NBN: Loaded 3 optimal features with 54.37% confidence from JSON config
[2025-12-01T20:51:47.049016] [DEBUG] [MAG       ] Building data for symbol: NBN with lookback: 0
[2025-12-01T20:51:47.049893] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:47.049958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:47.055376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:47.056360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:51:47.057661] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:47.107900] [INFO ] [LOCAL     ] MYE: Saved forecast.
[2025-12-01T20:51:47.107968] [INFO ] [main      ] MYE: Signal=1 (Conf=80.0%), Magnitude=-0.44% (Conf=57.1414%)
[2025-12-01T20:51:47.108336] [INFO ] [main      ] Fetching symbol history for MDLZ...
[2025-12-01T20:51:47.108389] [DEBUG] [REMOTE    ] MDLZ: Fetching historical data.
[2025-12-01T20:51:47.108664] [INFO ] [main      ] Progress: 439/769 forecasts completed (57.1%). MYE finished in 0.8s. ETA: 54.1s. Rate: 366.10 forecasts/min
[2025-12-01T20:51:47.118368] [INFO ] [LOCAL     ] BZUN: Saved forecast.
[2025-12-01T20:51:47.118442] [INFO ] [main      ] BZUN: Signal=1 (Conf=80.0%), Magnitude=1.68% (Conf=51.1801%)
[2025-12-01T20:51:47.118678] [INFO ] [main      ] Fetching symbol history for CBSH...
[2025-12-01T20:51:47.118763] [DEBUG] [REMOTE    ] CBSH: Fetching historical data.
[2025-12-01T20:51:47.119898] [INFO ] [main      ] Progress: 440/769 forecasts completed (57.2%). BZUN finished in 0.8s. ETA: 53.8s. Rate: 366.87 forecasts/min
[2025-12-01T20:51:47.121803] [DEBUG] [REMOTE    ] MDLZ: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:47.122861] [DEBUG] [LOCAL     ] Loaded configuration for MDLZ: 5 features, N/A% accuracy
[2025-12-01T20:51:47.122915] [INFO ] [LOCAL     ] MDLZ: Loaded 5 optimal features with 52.74% confidence from JSON config
[2025-12-01T20:51:47.122945] [DEBUG] [MAG       ] Building data for symbol: MDLZ with lookback: 0
[2025-12-01T20:51:47.123773] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:47.123833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:47.125524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:47.126083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:47.126474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:47.128933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:51:47.131636] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:47.133226] [DEBUG] [REMOTE    ] CBSH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:47.134051] [DEBUG] [LOCAL     ] Loaded configuration for CBSH: 7 features, N/A% accuracy
[2025-12-01T20:51:47.134117] [INFO ] [LOCAL     ] CBSH: Loaded 7 optimal features with 59.87% confidence from JSON config
[2025-12-01T20:51:47.134167] [DEBUG] [MAG       ] Building data for symbol: CBSH with lookback: 0
[2025-12-01T20:51:47.135056] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:51:47.135127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:47.140390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:47.142466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:47.143026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:47.143496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:47.260451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:47.299785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:51:47.300715] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:47.395260] [DEBUG] [MAG       ] FRGE: Last date is validated at 2025-12-01
[2025-12-01T20:51:47.422469] [DEBUG] [MAG       ] NBN: Last date is validated at 2025-12-01
[2025-12-01T20:51:47.482965] [DEBUG] [MAG       ] MDLZ: Last date is validated at 2025-12-01
[2025-12-01T20:51:47.576327] [DEBUG] [MAG       ] FRGE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:47.591261] [DEBUG] [MAG       ] NBN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:47.633372] [DEBUG] [MAG       ] CBSH: Last date is validated at 2025-12-01
[2025-12-01T20:51:47.647098] [DEBUG] [MAG       ] MDLZ: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:47.667646] [INFO ] [LOCAL     ] FRGE: Saved forecast.
[2025-12-01T20:51:47.667713] [INFO ] [main      ] FRGE: Signal=1 (Conf=80.0%), Magnitude=0.86% (Conf=30.717%)
[2025-12-01T20:51:47.668046] [INFO ] [main      ] Fetching symbol history for BPRN...
[2025-12-01T20:51:47.668097] [DEBUG] [REMOTE    ] BPRN: Fetching historical data.
[2025-12-01T20:51:47.668656] [INFO ] [main      ] Progress: 441/769 forecasts completed (57.3%). FRGE finished in 0.8s. ETA: 53.9s. Rate: 364.93 forecasts/min
[2025-12-01T20:51:47.678655] [DEBUG] [REMOTE    ] BPRN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:47.679625] [DEBUG] [LOCAL     ] Loaded configuration for BPRN: 5 features, N/A% accuracy
[2025-12-01T20:51:47.679676] [INFO ] [LOCAL     ] BPRN: Loaded 5 optimal features with 63.14% confidence from JSON config
[2025-12-01T20:51:47.679719] [DEBUG] [MAG       ] Building data for symbol: BPRN with lookback: 0
[2025-12-01T20:51:47.680514] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:47.680597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:47.681322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:47.683756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:47.694499] [INFO ] [LOCAL     ] NBN: Saved forecast.
[2025-12-01T20:51:47.694566] [INFO ] [main      ] NBN: Signal=1 (Conf=80.0%), Magnitude=1.50% (Conf=54.3713%)
[2025-12-01T20:51:47.695030] [INFO ] [main      ] Fetching symbol history for AGD...
[2025-12-01T20:51:47.695083] [DEBUG] [REMOTE    ] AGD: Fetching historical data.
[2025-12-01T20:51:47.695686] [INFO ] [main      ] Progress: 442/769 forecasts completed (57.5%). NBN finished in 0.7s. ETA: 53.7s. Rate: 365.62 forecasts/min
[2025-12-01T20:51:47.708471] [DEBUG] [REMOTE    ] AGD: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:47.709529] [DEBUG] [LOCAL     ] Loaded configuration for AGD: 3 features, N/A% accuracy
[2025-12-01T20:51:47.709599] [INFO ] [LOCAL     ] AGD: Loaded 3 optimal features with 54.84% confidence from JSON config
[2025-12-01T20:51:47.709632] [DEBUG] [MAG       ] Building data for symbol: AGD with lookback: 0
[2025-12-01T20:51:47.710406] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:47.710463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:47.715084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:47.717532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:51:47.720362] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:47.730541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:51:47.733564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-01T20:51:47.734490] [INFO ] [LOCAL     ] MDLZ: Saved forecast.
[2025-12-01T20:51:47.734554] [INFO ] [main      ] MDLZ: Signal=1 (Conf=80.0%), Magnitude=-3.73% (Conf=52.7375%)
[2025-12-01T20:51:47.734877] [INFO ] [main      ] Fetching symbol history for CSTM...
[2025-12-01T20:51:47.734926] [DEBUG] [REMOTE    ] CSTM: Fetching historical data.
[2025-12-01T20:51:47.735040] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:47.735795] [INFO ] [main      ] Progress: 443/769 forecasts completed (57.6%). MDLZ finished in 0.6s. ETA: 53.4s. Rate: 366.24 forecasts/min
[2025-12-01T20:51:47.747984] [DEBUG] [REMOTE    ] CSTM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:47.749104] [DEBUG] [LOCAL     ] Loaded configuration for CSTM: 1 features, N/A% accuracy
[2025-12-01T20:51:47.749165] [INFO ] [LOCAL     ] CSTM: Loaded 1 optimal features with 66.10% confidence from JSON config
[2025-12-01T20:51:47.749204] [DEBUG] [MAG       ] Building data for symbol: CSTM with lookback: 0
[2025-12-01T20:51:47.749992] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:51:47.750047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:47.752358] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:47.800437] [DEBUG] [MAG       ] CBSH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:47.893447] [INFO ] [LOCAL     ] CBSH: Saved forecast.
[2025-12-01T20:51:47.893512] [INFO ] [main      ] CBSH: Signal=1 (Conf=80.0%), Magnitude=0.09% (Conf=59.8714%)
[2025-12-01T20:51:47.893862] [INFO ] [main      ] Fetching symbol history for BILL...
[2025-12-01T20:51:47.893911] [DEBUG] [REMOTE    ] BILL: Fetching historical data.
[2025-12-01T20:51:47.894666] [INFO ] [main      ] Progress: 444/769 forecasts completed (57.7%). CBSH finished in 0.8s. ETA: 53.2s. Rate: 366.27 forecasts/min
[2025-12-01T20:51:47.906556] [DEBUG] [REMOTE    ] BILL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:47.907508] [DEBUG] [LOCAL     ] Loaded configuration for BILL: 3 features, N/A% accuracy
[2025-12-01T20:51:47.907564] [INFO ] [LOCAL     ] BILL: Loaded 3 optimal features with 57.35% confidence from JSON config
[2025-12-01T20:51:47.907614] [DEBUG] [MAG       ] Building data for symbol: BILL with lookback: 0
[2025-12-01T20:51:47.908408] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:47.908466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:47.913055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:51:47.914347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-01T20:51:47.916605] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:48.051614] [DEBUG] [MAG       ] AGD: Last date is validated at 2025-12-01
[2025-12-01T20:51:48.081367] [DEBUG] [MAG       ] CSTM: Last date is validated at 2025-12-01
[2025-12-01T20:51:48.085060] [DEBUG] [MAG       ] BPRN: Last date is validated at 2025-12-01
[2025-12-01T20:51:48.216685] [DEBUG] [MAG       ] AGD: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:48.245727] [DEBUG] [MAG       ] CSTM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:48.246331] [DEBUG] [MAG       ] BILL: Last date is validated at 2025-12-01
[2025-12-01T20:51:48.261003] [DEBUG] [MAG       ] BPRN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:48.278109] [INFO ] [LOCAL     ] AGD: Saved forecast.
[2025-12-01T20:51:48.278177] [INFO ] [main      ] AGD: Signal=1 (Conf=80.0%), Magnitude=-0.68% (Conf=54.8448%)
[2025-12-01T20:51:48.278355] [INFO ] [main      ] Fetching symbol history for THC...
[2025-12-01T20:51:48.278398] [DEBUG] [REMOTE    ] THC: Fetching historical data.
[2025-12-01T20:51:48.278881] [INFO ] [main      ] Progress: 445/769 forecasts completed (57.9%). AGD finished in 0.6s. ETA: 53.2s. Rate: 365.16 forecasts/min
[2025-12-01T20:51:48.291603] [DEBUG] [REMOTE    ] THC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:48.292690] [DEBUG] [LOCAL     ] Loaded configuration for THC: 6 features, N/A% accuracy
[2025-12-01T20:51:48.292741] [INFO ] [LOCAL     ] THC: Loaded 6 optimal features with 48.58% confidence from JSON config
[2025-12-01T20:51:48.292771] [DEBUG] [MAG       ] Building data for symbol: THC with lookback: 0
[2025-12-01T20:51:48.293524] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:48.293603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:48.298222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:51:48.299453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:51:48.300084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:51:48.301300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-01T20:51:48.301952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-01T20:51:48.307420] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:48.321567] [INFO ] [LOCAL     ] CSTM: Saved forecast.
[2025-12-01T20:51:48.321653] [INFO ] [main      ] CSTM: Signal=1 (Conf=80.0%), Magnitude=-2.25% (Conf=66.101%)
[2025-12-01T20:51:48.321953] [INFO ] [main      ] Fetching symbol history for BHK...
[2025-12-01T20:51:48.322006] [DEBUG] [REMOTE    ] BHK: Fetching historical data.
[2025-12-01T20:51:48.322845] [INFO ] [main      ] Progress: 446/769 forecasts completed (58.0%). CSTM finished in 0.6s. ETA: 53.0s. Rate: 365.76 forecasts/min
[2025-12-01T20:51:48.336147] [DEBUG] [REMOTE    ] BHK: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:48.337287] [DEBUG] [LOCAL     ] Loaded configuration for BHK: 5 features, N/A% accuracy
[2025-12-01T20:51:48.337347] [INFO ] [LOCAL     ] BHK: Loaded 5 optimal features with 43.11% confidence from JSON config
[2025-12-01T20:51:48.337384] [DEBUG] [MAG       ] Building data for symbol: BHK with lookback: 0
[2025-12-01T20:51:48.338622] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:48.338683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:48.340287] [INFO ] [LOCAL     ] BPRN: Saved forecast.
[2025-12-01T20:51:48.340351] [INFO ] [main      ] BPRN: Signal=1 (Conf=80.0%), Magnitude=-2.48% (Conf=63.1374%)
[2025-12-01T20:51:48.340418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:48.340693] [INFO ] [main      ] Fetching symbol history for PDFS...
[2025-12-01T20:51:48.340744] [DEBUG] [REMOTE    ] PDFS: Fetching historical data.
[2025-12-01T20:51:48.340978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:48.341370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-01T20:51:48.342081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:51:48.343213] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:48.343649] [INFO ] [main      ] Progress: 447/769 forecasts completed (58.1%). BPRN finished in 0.7s. ETA: 52.7s. Rate: 366.48 forecasts/min
[2025-12-01T20:51:48.353833] [DEBUG] [REMOTE    ] PDFS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:48.354823] [DEBUG] [LOCAL     ] Loaded configuration for PDFS: 4 features, N/A% accuracy
[2025-12-01T20:51:48.354875] [INFO ] [LOCAL     ] PDFS: Loaded 4 optimal features with 55.59% confidence from JSON config
[2025-12-01T20:51:48.354907] [DEBUG] [MAG       ] Building data for symbol: PDFS with lookback: 0
[2025-12-01T20:51:48.356033] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:48.356093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:48.361063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:48.362044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:51:48.363280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-01T20:51:48.367380] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:48.416779] [DEBUG] [MAG       ] BILL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:48.536027] [INFO ] [LOCAL     ] BILL: Saved forecast.
[2025-12-01T20:51:48.536100] [INFO ] [main      ] BILL: Signal=1 (Conf=80.0%), Magnitude=6.06% (Conf=57.352%)
[2025-12-01T20:51:48.536462] [INFO ] [main      ] Fetching symbol history for ATLC...
[2025-12-01T20:51:48.536512] [DEBUG] [REMOTE    ] ATLC: Fetching historical data.
[2025-12-01T20:51:48.537367] [INFO ] [main      ] Progress: 448/769 forecasts completed (58.3%). BILL finished in 0.6s. ETA: 52.6s. Rate: 366.33 forecasts/min
[2025-12-01T20:51:48.548987] [DEBUG] [REMOTE    ] ATLC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:48.549980] [DEBUG] [LOCAL     ] Loaded configuration for ATLC: 3 features, N/A% accuracy
[2025-12-01T20:51:48.550031] [INFO ] [LOCAL     ] ATLC: Loaded 3 optimal features with 60.65% confidence from JSON config
[2025-12-01T20:51:48.550061] [DEBUG] [MAG       ] Building data for symbol: ATLC with lookback: 0
[2025-12-01T20:51:48.550837] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:48.550894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:48.555615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:48.556396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-01T20:51:48.557497] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:48.641735] [DEBUG] [MAG       ] THC: Last date is validated at 2025-12-01
[2025-12-01T20:51:48.695151] [DEBUG] [MAG       ] BHK: Last date is validated at 2025-12-01
[2025-12-01T20:51:48.726701] [DEBUG] [MAG       ] PDFS: Last date is validated at 2025-12-01
[2025-12-01T20:51:48.807854] [DEBUG] [MAG       ] THC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:48.871353] [DEBUG] [MAG       ] BHK: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:48.889084] [DEBUG] [MAG       ] ATLC: Last date is validated at 2025-12-01
[2025-12-01T20:51:48.902293] [DEBUG] [MAG       ] PDFS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:48.925924] [INFO ] [LOCAL     ] THC: Saved forecast.
[2025-12-01T20:51:48.925987] [INFO ] [main      ] THC: Signal=1 (Conf=80.0%), Magnitude=1.93% (Conf=48.5777%)
[2025-12-01T20:51:48.926435] [INFO ] [main      ] Fetching symbol history for RING...
[2025-12-01T20:51:48.926485] [DEBUG] [REMOTE    ] RING: Fetching historical data.
[2025-12-01T20:51:48.926653] [INFO ] [main      ] Progress: 449/769 forecasts completed (58.4%). THC finished in 0.6s. ETA: 52.6s. Rate: 365.21 forecasts/min
[2025-12-01T20:51:48.929918] [INFO ] [LOCAL     ] BHK: Saved forecast.
[2025-12-01T20:51:48.930010] [INFO ] [main      ] BHK: Signal=1 (Conf=80.0%), Magnitude=-1.39% (Conf=43.1062%)
[2025-12-01T20:51:48.930444] [INFO ] [main      ] Fetching symbol history for RPAY...
[2025-12-01T20:51:48.930499] [DEBUG] [REMOTE    ] RPAY: Fetching historical data.
[2025-12-01T20:51:48.930596] [INFO ] [main      ] Progress: 450/769 forecasts completed (58.5%). BHK finished in 0.6s. ETA: 52.3s. Rate: 366.00 forecasts/min
[2025-12-01T20:51:48.939767] [DEBUG] [REMOTE    ] RING: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:48.941191] [DEBUG] [LOCAL     ] Loaded configuration for RING: 0 features, N/A% accuracy
[2025-12-01T20:51:48.941242] [INFO ] [LOCAL     ] RING: Loaded 0 optimal features with 58.79% confidence from JSON config
[2025-12-01T20:51:48.941272] [DEBUG] [MAG       ] Building data for symbol: RING with lookback: 0
[2025-12-01T20:51:48.942059] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-01T20:51:48.944230] [DEBUG] [REMOTE    ] RPAY: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:48.945214] [DEBUG] [LOCAL     ] Loaded configuration for RPAY: 1 features, N/A% accuracy
[2025-12-01T20:51:48.945281] [INFO ] [LOCAL     ] RPAY: Loaded 1 optimal features with 56.37% confidence from JSON config
[2025-12-01T20:51:48.945329] [DEBUG] [MAG       ] Building data for symbol: RPAY with lookback: 0
[2025-12-01T20:51:48.946323] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:51:48.946404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:48.947275] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:48.984946] [INFO ] [LOCAL     ] PDFS: Saved forecast.
[2025-12-01T20:51:48.985012] [INFO ] [main      ] PDFS: Signal=1 (Conf=80.0%), Magnitude=0.06% (Conf=55.5912%)
[2025-12-01T20:51:48.985378] [INFO ] [main      ] Fetching symbol history for FPXI...
[2025-12-01T20:51:48.985430] [DEBUG] [REMOTE    ] FPXI: Fetching historical data.
[2025-12-01T20:51:48.985641] [INFO ] [main      ] Progress: 451/769 forecasts completed (58.6%). PDFS finished in 0.6s. ETA: 52.1s. Rate: 366.54 forecasts/min
[2025-12-01T20:51:48.998673] [DEBUG] [REMOTE    ] FPXI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:48.999626] [DEBUG] [LOCAL     ] Loaded configuration for FPXI: 7 features, N/A% accuracy
[2025-12-01T20:51:48.999678] [INFO ] [LOCAL     ] FPXI: Loaded 7 optimal features with 55.66% confidence from JSON config
[2025-12-01T20:51:48.999711] [DEBUG] [MAG       ] Building data for symbol: FPXI with lookback: 0
[2025-12-01T20:51:49.000517] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:51:49.000598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:49.002433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:49.002966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:49.003823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:49.057347] [DEBUG] [MAG       ] ATLC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:49.118466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:51:49.120278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:51:49.121442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-01T20:51:49.123751] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:49.164875] [INFO ] [LOCAL     ] ATLC: Saved forecast.
[2025-12-01T20:51:49.164937] [INFO ] [main      ] ATLC: Signal=1 (Conf=80.0%), Magnitude=-4.23% (Conf=60.6488%)
[2025-12-01T20:51:49.165260] [INFO ] [main      ] Fetching symbol history for DDOG...
[2025-12-01T20:51:49.165313] [DEBUG] [REMOTE    ] DDOG: Fetching historical data.
[2025-12-01T20:51:49.166121] [INFO ] [main      ] Progress: 452/769 forecasts completed (58.8%). ATLC finished in 0.6s. ETA: 51.9s. Rate: 366.46 forecasts/min
[2025-12-01T20:51:49.179875] [DEBUG] [REMOTE    ] DDOG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:49.180775] [DEBUG] [LOCAL     ] Loaded configuration for DDOG: 4 features, N/A% accuracy
[2025-12-01T20:51:49.180829] [INFO ] [LOCAL     ] DDOG: Loaded 4 optimal features with 48.13% confidence from JSON config
[2025-12-01T20:51:49.180860] [DEBUG] [MAG       ] Building data for symbol: DDOG with lookback: 0
[2025-12-01T20:51:49.181614] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:49.181672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:49.183289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:49.183803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:49.184536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:51:49.186218] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:49.276731] [DEBUG] [MAG       ] RING: Last date is validated at 2025-12-01
[2025-12-01T20:51:49.296451] [DEBUG] [MAG       ] RPAY: Last date is validated at 2025-12-01
[2025-12-01T20:51:49.459417] [DEBUG] [MAG       ] RING: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:49.469528] [DEBUG] [MAG       ] RPAY: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:49.475228] [DEBUG] [MAG       ] FPXI: Last date is validated at 2025-12-01
[2025-12-01T20:51:49.514387] [DEBUG] [MAG       ] DDOG: Last date is validated at 2025-12-01
[2025-12-01T20:51:49.527244] [INFO ] [LOCAL     ] RPAY: Saved forecast.
[2025-12-01T20:51:49.527311] [INFO ] [main      ] RPAY: Signal=1 (Conf=80.0%), Magnitude=-3.88% (Conf=56.3668%)
[2025-12-01T20:51:49.527671] [INFO ] [main      ] Fetching symbol history for ORLY...
[2025-12-01T20:51:49.527723] [DEBUG] [REMOTE    ] ORLY: Fetching historical data.
[2025-12-01T20:51:49.528672] [INFO ] [main      ] Progress: 453/769 forecasts completed (58.9%). RPAY finished in 0.6s. ETA: 51.9s. Rate: 365.48 forecasts/min
[2025-12-01T20:51:49.541295] [DEBUG] [REMOTE    ] ORLY: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:49.542233] [DEBUG] [LOCAL     ] Loaded configuration for ORLY: 4 features, N/A% accuracy
[2025-12-01T20:51:49.542290] [INFO ] [LOCAL     ] ORLY: Loaded 4 optimal features with 56.04% confidence from JSON config
[2025-12-01T20:51:49.542321] [DEBUG] [MAG       ] Building data for symbol: ORLY with lookback: 0
[2025-12-01T20:51:49.543139] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:49.543206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:49.543953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:49.546364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:51:49.547065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-01T20:51:49.548762] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:49.550522] [INFO ] [LOCAL     ] RING: Saved forecast.
[2025-12-01T20:51:49.550605] [INFO ] [main      ] RING: Signal=1 (Conf=80.0%), Magnitude=-0.70% (Conf=58.7901%)
[2025-12-01T20:51:49.551023] [INFO ] [main      ] Fetching symbol history for APP...
[2025-12-01T20:51:49.551074] [DEBUG] [REMOTE    ] APP: Fetching historical data.
[2025-12-01T20:51:49.551657] [INFO ] [main      ] Progress: 454/769 forecasts completed (59.0%). RING finished in 0.6s. ETA: 51.6s. Rate: 366.17 forecasts/min
[2025-12-01T20:51:49.564546] [DEBUG] [REMOTE    ] APP: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:49.565584] [DEBUG] [LOCAL     ] Loaded configuration for APP: 4 features, N/A% accuracy
[2025-12-01T20:51:49.565637] [INFO ] [LOCAL     ] APP: Loaded 4 optimal features with 56.37% confidence from JSON config
[2025-12-01T20:51:49.565666] [DEBUG] [MAG       ] Building data for symbol: APP with lookback: 0
[2025-12-01T20:51:49.566465] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:49.566523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:49.571499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:49.572486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:51:49.575148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:51:49.576277] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:49.653777] [DEBUG] [MAG       ] FPXI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:49.692185] [DEBUG] [MAG       ] DDOG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:49.739057] [INFO ] [LOCAL     ] FPXI: Saved forecast.
[2025-12-01T20:51:49.739120] [INFO ] [main      ] FPXI: Signal=1 (Conf=80.0%), Magnitude=-1.97% (Conf=55.6561%)
[2025-12-01T20:51:49.739472] [INFO ] [main      ] Fetching symbol history for NTAP...
[2025-12-01T20:51:49.739521] [DEBUG] [REMOTE    ] NTAP: Fetching historical data.
[2025-12-01T20:51:49.739663] [INFO ] [main      ] Progress: 455/769 forecasts completed (59.2%). FPXI finished in 0.8s. ETA: 51.5s. Rate: 366.05 forecasts/min
[2025-12-01T20:51:49.752650] [DEBUG] [REMOTE    ] NTAP: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:49.753600] [DEBUG] [LOCAL     ] Loaded configuration for NTAP: 5 features, N/A% accuracy
[2025-12-01T20:51:49.753652] [INFO ] [LOCAL     ] NTAP: Loaded 5 optimal features with 65.80% confidence from JSON config
[2025-12-01T20:51:49.753681] [DEBUG] [MAG       ] Building data for symbol: NTAP with lookback: 0
[2025-12-01T20:51:49.754445] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:49.754503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:49.759261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:49.836960] [INFO ] [LOCAL     ] DDOG: Saved forecast.
[2025-12-01T20:51:49.838328] [INFO ] [main      ] DDOG: Signal=1 (Conf=80.0%), Magnitude=4.93% (Conf=48.13%)
[2025-12-01T20:51:49.838505] [INFO ] [main      ] Fetching symbol history for TARK...
[2025-12-01T20:51:49.838549] [DEBUG] [REMOTE    ] TARK: Fetching historical data.
[2025-12-01T20:51:49.842458] [INFO ] [main      ] Progress: 456/769 forecasts completed (59.3%). DDOG finished in 0.7s. ETA: 51.3s. Rate: 366.35 forecasts/min
[2025-12-01T20:51:49.853884] [DEBUG] [REMOTE    ] TARK: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:49.854970] [DEBUG] [LOCAL     ] Loaded configuration for TARK: 2 features, N/A% accuracy
[2025-12-01T20:51:49.855029] [INFO ] [LOCAL     ] TARK: Loaded 2 optimal features with 58.33% confidence from JSON config
[2025-12-01T20:51:49.855062] [DEBUG] [MAG       ] Building data for symbol: TARK with lookback: 0
[2025-12-01T20:51:49.855903] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:49.855969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:49.861000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:51:49.865486] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:49.866776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:51:49.867951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:51:49.868673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:51:49.870750] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:49.900747] [DEBUG] [MAG       ] ORLY: Last date is validated at 2025-12-01
[2025-12-01T20:51:49.918695] [DEBUG] [MAG       ] APP: Last date is validated at 2025-12-01
[2025-12-01T20:51:50.070730] [DEBUG] [MAG       ] ORLY: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:50.089614] [DEBUG] [MAG       ] APP: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:50.165025] [INFO ] [LOCAL     ] ORLY: Saved forecast.
[2025-12-01T20:51:50.165095] [INFO ] [main      ] ORLY: Signal=1 (Conf=80.0%), Magnitude=2.75% (Conf=56.0409%)
[2025-12-01T20:51:50.165430] [INFO ] [main      ] Fetching symbol history for UFO...
[2025-12-01T20:51:50.165481] [DEBUG] [REMOTE    ] UFO: Fetching historical data.
[2025-12-01T20:51:50.165660] [INFO ] [main      ] Progress: 457/769 forecasts completed (59.4%). ORLY finished in 0.6s. ETA: 51.2s. Rate: 365.58 forecasts/min
[2025-12-01T20:51:50.179608] [DEBUG] [REMOTE    ] UFO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:50.180494] [DEBUG] [LOCAL     ] Loaded configuration for UFO: 6 features, N/A% accuracy
[2025-12-01T20:51:50.180550] [INFO ] [LOCAL     ] UFO: Loaded 6 optimal features with 46.40% confidence from JSON config
[2025-12-01T20:51:50.180600] [DEBUG] [MAG       ] Building data for symbol: UFO with lookback: 0
[2025-12-01T20:51:50.181404] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:50.181464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:50.183158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:50.183705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:50.184159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:50.184541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:51:50.185778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:51:50.188466] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:50.214359] [DEBUG] [MAG       ] TARK: Last date is validated at 2025-12-01
[2025-12-01T20:51:50.221849] [DEBUG] [MAG       ] NTAP: Last date is validated at 2025-12-01
[2025-12-01T20:51:50.235786] [INFO ] [LOCAL     ] APP: Saved forecast.
[2025-12-01T20:51:50.235851] [INFO ] [main      ] APP: Signal=1 (Conf=80.0%), Magnitude=0.99% (Conf=56.3699%)
[2025-12-01T20:51:50.236277] [INFO ] [main      ] Fetching symbol history for OPFI...
[2025-12-01T20:51:50.236327] [DEBUG] [REMOTE    ] OPFI: Fetching historical data.
[2025-12-01T20:51:50.236648] [INFO ] [main      ] Progress: 458/769 forecasts completed (59.6%). APP finished in 0.7s. ETA: 51.0s. Rate: 366.03 forecasts/min
[2025-12-01T20:51:50.248976] [DEBUG] [REMOTE    ] OPFI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:50.250845] [DEBUG] [LOCAL     ] Loaded configuration for OPFI: 2 features, N/A% accuracy
[2025-12-01T20:51:50.250896] [INFO ] [LOCAL     ] OPFI: Loaded 2 optimal features with 49.26% confidence from JSON config
[2025-12-01T20:51:50.250925] [DEBUG] [MAG       ] Building data for symbol: OPFI with lookback: 0
[2025-12-01T20:51:50.251708] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:50.251774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:50.256402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:50.257246] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:50.384542] [DEBUG] [MAG       ] TARK: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:50.389459] [DEBUG] [MAG       ] NTAP: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:50.490547] [INFO ] [LOCAL     ] TARK: Saved forecast.
[2025-12-01T20:51:50.490630] [INFO ] [main      ] TARK: Signal=1 (Conf=80.0%), Magnitude=2.14% (Conf=58.3332%)
[2025-12-01T20:51:50.490975] [INFO ] [main      ] Progress: 459/769 forecasts completed (59.7%). TARK finished in 0.7s. ETA: 50.9s. Rate: 365.59 forecasts/min
[2025-12-01T20:51:50.491095] [INFO ] [main      ] Fetching symbol history for CHY...
[2025-12-01T20:51:50.491137] [DEBUG] [REMOTE    ] CHY: Fetching historical data.
[2025-12-01T20:51:50.504564] [DEBUG] [REMOTE    ] CHY: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:50.505636] [DEBUG] [LOCAL     ] Loaded configuration for CHY: 7 features, N/A% accuracy
[2025-12-01T20:51:50.505693] [INFO ] [LOCAL     ] CHY: Loaded 7 optimal features with 42.27% confidence from JSON config
[2025-12-01T20:51:50.505726] [DEBUG] [MAG       ] Building data for symbol: CHY with lookback: 0
[2025-12-01T20:51:50.506490] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:51:50.506552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:50.508279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:50.508862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:51:50.509921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:51:50.510241] [INFO ] [LOCAL     ] NTAP: Saved forecast.
[2025-12-01T20:51:50.510306] [INFO ] [main      ] NTAP: Signal=1 (Conf=80.0%), Magnitude=0.64% (Conf=65.8018%)
[2025-12-01T20:51:50.510688] [INFO ] [main      ] Fetching symbol history for PAGP...
[2025-12-01T20:51:50.510739] [DEBUG] [REMOTE    ] PAGP: Fetching historical data.
[2025-12-01T20:51:50.511618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:51:50.511724] [INFO ] [main      ] Progress: 460/769 forecasts completed (59.8%). NTAP finished in 0.8s. ETA: 50.6s. Rate: 366.29 forecasts/min
[2025-12-01T20:51:50.512871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-01T20:51:50.513549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-01T20:51:50.514935] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:50.523615] [DEBUG] [REMOTE    ] PAGP: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:50.524706] [DEBUG] [LOCAL     ] Loaded configuration for PAGP: 5 features, N/A% accuracy
[2025-12-01T20:51:50.524760] [INFO ] [LOCAL     ] PAGP: Loaded 5 optimal features with 57.80% confidence from JSON config
[2025-12-01T20:51:50.524791] [DEBUG] [MAG       ] Building data for symbol: PAGP with lookback: 0
[2025-12-01T20:51:50.525604] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:50.525666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:50.529660] [DEBUG] [MAG       ] UFO: Last date is validated at 2025-12-01
[2025-12-01T20:51:50.530607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:50.532377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:50.532899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:51:50.584870] [DEBUG] [MAG       ] OPFI: Last date is validated at 2025-12-01
[2025-12-01T20:51:50.612073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-01T20:51:50.614117] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:50.700832] [DEBUG] [MAG       ] UFO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:50.750072] [DEBUG] [MAG       ] OPFI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:50.780563] [INFO ] [LOCAL     ] UFO: Saved forecast.
[2025-12-01T20:51:50.780646] [INFO ] [main      ] UFO: Signal=1 (Conf=80.0%), Magnitude=-1.03% (Conf=46.3983%)
[2025-12-01T20:51:50.780806] [INFO ] [main      ] Fetching symbol history for NVDA...
[2025-12-01T20:51:50.780850] [DEBUG] [REMOTE    ] NVDA: Fetching historical data.
[2025-12-01T20:51:50.782679] [INFO ] [main      ] Progress: 461/769 forecasts completed (59.9%). UFO finished in 0.6s. ETA: 50.5s. Rate: 365.77 forecasts/min
[2025-12-01T20:51:50.794431] [DEBUG] [REMOTE    ] NVDA: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:50.795425] [DEBUG] [LOCAL     ] Loaded configuration for NVDA: 8 features, N/A% accuracy
[2025-12-01T20:51:50.795478] [INFO ] [LOCAL     ] NVDA: Loaded 8 optimal features with 74.06% confidence from JSON config
[2025-12-01T20:51:50.795510] [DEBUG] [MAG       ] Building data for symbol: NVDA with lookback: 0
[2025-12-01T20:51:50.796326] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:51:50.796392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:50.798095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:50.798664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:50.799051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:50.799948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:50.821732] [INFO ] [LOCAL     ] OPFI: Saved forecast.
[2025-12-01T20:51:50.821796] [INFO ] [main      ] OPFI: Signal=1 (Conf=80.0%), Magnitude=4.17% (Conf=49.2598%)
[2025-12-01T20:51:50.822101] [INFO ] [main      ] Fetching symbol history for RAVE...
[2025-12-01T20:51:50.822150] [DEBUG] [REMOTE    ] RAVE: Fetching historical data.
[2025-12-01T20:51:50.822661] [INFO ] [main      ] Progress: 462/769 forecasts completed (60.1%). OPFI finished in 0.6s. ETA: 50.3s. Rate: 366.37 forecasts/min
[2025-12-01T20:51:50.834184] [DEBUG] [REMOTE    ] RAVE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:50.835100] [DEBUG] [LOCAL     ] Loaded configuration for RAVE: 3 features, N/A% accuracy
[2025-12-01T20:51:50.835148] [INFO ] [LOCAL     ] RAVE: Loaded 3 optimal features with 50.86% confidence from JSON config
[2025-12-01T20:51:50.835177] [DEBUG] [MAG       ] Building data for symbol: RAVE with lookback: 0
[2025-12-01T20:51:50.835924] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:50.835981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:50.837622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:50.838106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-01T20:51:50.839446] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:50.856770] [DEBUG] [MAG       ] CHY: Last date is validated at 2025-12-01
[2025-12-01T20:51:50.912242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:50.963876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:51:50.977919] [DEBUG] [MAG       ] PAGP: Last date is validated at 2025-12-01
[2025-12-01T20:51:51.026530] [DEBUG] [MAG       ] CHY: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:51.043805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-01T20:51:51.046179] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:51.085817] [INFO ] [LOCAL     ] CHY: Saved forecast.
[2025-12-01T20:51:51.085880] [INFO ] [main      ] CHY: Signal=1 (Conf=80.0%), Magnitude=1.10% (Conf=42.2717%)
[2025-12-01T20:51:51.086055] [INFO ] [main      ] Fetching symbol history for PLAB...
[2025-12-01T20:51:51.086098] [DEBUG] [REMOTE    ] PLAB: Fetching historical data.
[2025-12-01T20:51:51.086818] [INFO ] [main      ] Progress: 463/769 forecasts completed (60.2%). CHY finished in 0.6s. ETA: 50.2s. Rate: 365.88 forecasts/min
[2025-12-01T20:51:51.099136] [DEBUG] [REMOTE    ] PLAB: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:51.100023] [DEBUG] [LOCAL     ] Loaded configuration for PLAB: 0 features, N/A% accuracy
[2025-12-01T20:51:51.100074] [INFO ] [LOCAL     ] PLAB: Loaded 0 optimal features with 59.19% confidence from JSON config
[2025-12-01T20:51:51.100104] [DEBUG] [MAG       ] Building data for symbol: PLAB with lookback: 0
[2025-12-01T20:51:51.100861] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-01T20:51:51.151746] [DEBUG] [MAG       ] PAGP: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:51.170170] [DEBUG] [MAG       ] RAVE: Last date is validated at 2025-12-01
[2025-12-01T20:51:51.220840] [INFO ] [LOCAL     ] PAGP: Saved forecast.
[2025-12-01T20:51:51.220919] [INFO ] [main      ] PAGP: Signal=1 (Conf=80.0%), Magnitude=-0.09% (Conf=57.7959%)
[2025-12-01T20:51:51.221326] [INFO ] [main      ] Fetching symbol history for INCY...
[2025-12-01T20:51:51.221388] [DEBUG] [REMOTE    ] INCY: Fetching historical data.
[2025-12-01T20:51:51.221663] [INFO ] [main      ] Progress: 464/769 forecasts completed (60.3%). PAGP finished in 0.7s. ETA: 50.0s. Rate: 366.02 forecasts/min
[2025-12-01T20:51:51.234486] [DEBUG] [REMOTE    ] INCY: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:51.235398] [DEBUG] [LOCAL     ] Loaded configuration for INCY: 7 features, N/A% accuracy
[2025-12-01T20:51:51.235448] [INFO ] [LOCAL     ] INCY: Loaded 7 optimal features with 54.26% confidence from JSON config
[2025-12-01T20:51:51.235481] [DEBUG] [MAG       ] Building data for symbol: INCY with lookback: 0
[2025-12-01T20:51:51.236261] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:51:51.236323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:51.238021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:51.238537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:51.286163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:51:51.333212] [DEBUG] [MAG       ] RAVE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:51.361393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-01T20:51:51.365544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:51:51.366680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-01T20:51:51.369028] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:51.384346] [INFO ] [LOCAL     ] RAVE: Saved forecast.
[2025-12-01T20:51:51.384409] [INFO ] [main      ] RAVE: Signal=1 (Conf=80.0%), Magnitude=-6.56% (Conf=50.8582%)
[2025-12-01T20:51:51.384781] [INFO ] [main      ] Fetching symbol history for M...
[2025-12-01T20:51:51.384853] [DEBUG] [REMOTE    ] M: Fetching historical data.
[2025-12-01T20:51:51.386666] [INFO ] [main      ] Progress: 465/769 forecasts completed (60.5%). RAVE finished in 0.6s. ETA: 49.8s. Rate: 366.02 forecasts/min
[2025-12-01T20:51:51.393840] [DEBUG] [MAG       ] NVDA: Last date is validated at 2025-12-01
[2025-12-01T20:51:51.397867] [DEBUG] [REMOTE    ] M: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:51.398810] [DEBUG] [LOCAL     ] Loaded configuration for M: 2 features, N/A% accuracy
[2025-12-01T20:51:51.398861] [INFO ] [LOCAL     ] M: Loaded 2 optimal features with 57.10% confidence from JSON config
[2025-12-01T20:51:51.398890] [DEBUG] [MAG       ] Building data for symbol: M with lookback: 0
[2025-12-01T20:51:51.399672] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:51.399737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:51.402048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:51:51.404845] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:51.437833] [DEBUG] [MAG       ] PLAB: Last date is validated at 2025-12-01
[2025-12-01T20:51:51.568085] [DEBUG] [MAG       ] NVDA: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:51.605287] [DEBUG] [MAG       ] PLAB: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:51.676626] [INFO ] [LOCAL     ] PLAB: Saved forecast.
[2025-12-01T20:51:51.676691] [INFO ] [main      ] PLAB: Signal=1 (Conf=80.0%), Magnitude=0.40% (Conf=59.1853%)
[2025-12-01T20:51:51.677019] [INFO ] [main      ] Fetching symbol history for JNJ...
[2025-12-01T20:51:51.677069] [DEBUG] [REMOTE    ] JNJ: Fetching historical data.
[2025-12-01T20:51:51.678641] [INFO ] [main      ] Progress: 466/769 forecasts completed (60.6%). PLAB finished in 0.6s. ETA: 49.8s. Rate: 365.40 forecasts/min
[2025-12-01T20:51:51.690261] [DEBUG] [REMOTE    ] JNJ: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:51.691284] [DEBUG] [LOCAL     ] Loaded configuration for JNJ: 5 features, N/A% accuracy
[2025-12-01T20:51:51.691338] [INFO ] [LOCAL     ] JNJ: Loaded 5 optimal features with 56.05% confidence from JSON config
[2025-12-01T20:51:51.691369] [DEBUG] [MAG       ] Building data for symbol: JNJ with lookback: 0
[2025-12-01T20:51:51.692146] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:51.692204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:51.694235] [INFO ] [LOCAL     ] NVDA: Saved forecast.
[2025-12-01T20:51:51.694311] [INFO ] [main      ] NVDA: Signal=1 (Conf=80.0%), Magnitude=-1.59% (Conf=74.0559%)
[2025-12-01T20:51:51.694991] [INFO ] [main      ] Fetching symbol history for CELC...
[2025-12-01T20:51:51.695045] [DEBUG] [REMOTE    ] CELC: Fetching historical data.
[2025-12-01T20:51:51.695611] [INFO ] [main      ] Progress: 467/769 forecasts completed (60.7%). NVDA finished in 0.9s. ETA: 49.5s. Rate: 366.11 forecasts/min
[2025-12-01T20:51:51.699846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:51.700880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:51.703510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:51.709146] [DEBUG] [REMOTE    ] CELC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:51.710143] [DEBUG] [LOCAL     ] Loaded configuration for CELC: 6 features, N/A% accuracy
[2025-12-01T20:51:51.710193] [INFO ] [LOCAL     ] CELC: Loaded 6 optimal features with 54.12% confidence from JSON config
[2025-12-01T20:51:51.710227] [DEBUG] [MAG       ] Building data for symbol: CELC with lookback: 0
[2025-12-01T20:51:51.711058] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:51.711116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:51.715794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:51.717527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:51.718009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:51.718457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:51.718852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:51:51.720006] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:51.725892] [DEBUG] [MAG       ] INCY: Last date is validated at 2025-12-01
[2025-12-01T20:51:51.735567] [DEBUG] [MAG       ] M: Last date is validated at 2025-12-01
[2025-12-01T20:51:51.819236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-01T20:51:51.820204] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:51.898641] [DEBUG] [MAG       ] INCY: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:51.900570] [DEBUG] [MAG       ] M: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:51.974006] [INFO ] [LOCAL     ] M: Saved forecast.
[2025-12-01T20:51:51.974069] [INFO ] [main      ] M: Signal=1 (Conf=80.0%), Magnitude=3.10% (Conf=57.1024%)
[2025-12-01T20:51:51.974369] [INFO ] [main      ] Fetching symbol history for RGS...
[2025-12-01T20:51:51.974418] [DEBUG] [REMOTE    ] RGS: Fetching historical data.
[2025-12-01T20:51:51.975274] [INFO ] [main      ] Progress: 468/769 forecasts completed (60.9%). M finished in 0.6s. ETA: 49.4s. Rate: 365.56 forecasts/min
[2025-12-01T20:51:51.987153] [DEBUG] [REMOTE    ] RGS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:51.988232] [DEBUG] [LOCAL     ] Loaded configuration for RGS: 9 features, N/A% accuracy
[2025-12-01T20:51:51.988282] [INFO ] [LOCAL     ] RGS: Loaded 9 optimal features with 63.38% confidence from JSON config
[2025-12-01T20:51:51.988336] [DEBUG] [MAG       ] Building data for symbol: RGS with lookback: 0
[2025-12-01T20:51:51.989086] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:51:51.989146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:51.990781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:51.991261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:51.991968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:51.992691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:51.993637] [INFO ] [LOCAL     ] INCY: Saved forecast.
[2025-12-01T20:51:51.993705] [INFO ] [main      ] INCY: Signal=1 (Conf=80.0%), Magnitude=0.70% (Conf=54.2637%)
[2025-12-01T20:51:51.994056] [INFO ] [main      ] Fetching symbol history for OBIO...
[2025-12-01T20:51:51.994106] [DEBUG] [REMOTE    ] OBIO: Fetching historical data.
[2025-12-01T20:51:51.994649] [INFO ] [main      ] Progress: 469/769 forecasts completed (61.0%). INCY finished in 0.8s. ETA: 49.1s. Rate: 366.24 forecasts/min
[2025-12-01T20:51:52.006539] [DEBUG] [REMOTE    ] OBIO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:52.007642] [DEBUG] [LOCAL     ] Loaded configuration for OBIO: 9 features, N/A% accuracy
[2025-12-01T20:51:52.007693] [INFO ] [LOCAL     ] OBIO: Loaded 9 optimal features with 46.89% confidence from JSON config
[2025-12-01T20:51:52.007723] [DEBUG] [MAG       ] Building data for symbol: OBIO with lookback: 0
[2025-12-01T20:51:52.008517] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:51:52.008599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:52.010273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:52.010775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:52.011151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:52.011878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:52.012674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:52.014255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:51:52.015424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-01T20:51:52.016905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-01T20:51:52.019491] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:52.077180] [DEBUG] [MAG       ] CELC: Last date is validated at 2025-12-01
[2025-12-01T20:51:52.098966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:51:52.100969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-01T20:51:52.101693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:51:52.104291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-01T20:51:52.106314] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:52.164532] [DEBUG] [MAG       ] JNJ: Last date is validated at 2025-12-01
[2025-12-01T20:51:52.252147] [DEBUG] [MAG       ] CELC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:52.333971] [DEBUG] [MAG       ] JNJ: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:52.367794] [DEBUG] [MAG       ] OBIO: Last date is validated at 2025-12-01
[2025-12-01T20:51:52.382221] [INFO ] [LOCAL     ] CELC: Saved forecast.
[2025-12-01T20:51:52.382299] [INFO ] [main      ] CELC: Signal=1 (Conf=80.0%), Magnitude=-1.99% (Conf=54.1218%)
[2025-12-01T20:51:52.382765] [INFO ] [main      ] Fetching symbol history for AGYS...
[2025-12-01T20:51:52.382819] [DEBUG] [REMOTE    ] AGYS: Fetching historical data.
[2025-12-01T20:51:52.383650] [INFO ] [main      ] Progress: 470/769 forecasts completed (61.1%). CELC finished in 0.7s. ETA: 49.1s. Rate: 365.18 forecasts/min
[2025-12-01T20:51:52.396015] [DEBUG] [REMOTE    ] AGYS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:52.396918] [DEBUG] [LOCAL     ] Loaded configuration for AGYS: 5 features, N/A% accuracy
[2025-12-01T20:51:52.396972] [INFO ] [LOCAL     ] AGYS: Loaded 5 optimal features with 54.74% confidence from JSON config
[2025-12-01T20:51:52.397005] [DEBUG] [MAG       ] Building data for symbol: AGYS with lookback: 0
[2025-12-01T20:51:52.397796] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:52.397861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:52.400274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:52.435692] [DEBUG] [MAG       ] RGS: Last date is validated at 2025-12-01
[2025-12-01T20:51:52.444118] [INFO ] [LOCAL     ] JNJ: Saved forecast.
[2025-12-01T20:51:52.444184] [INFO ] [main      ] JNJ: Signal=1 (Conf=80.0%), Magnitude=-0.19% (Conf=56.0529%)
[2025-12-01T20:51:52.444345] [INFO ] [main      ] Fetching symbol history for IMRX...
[2025-12-01T20:51:52.444389] [DEBUG] [REMOTE    ] IMRX: Fetching historical data.
[2025-12-01T20:51:52.445218] [INFO ] [main      ] Progress: 471/769 forecasts completed (61.2%). JNJ finished in 0.8s. ETA: 48.9s. Rate: 365.66 forecasts/min
[2025-12-01T20:51:52.457988] [DEBUG] [REMOTE    ] IMRX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:52.458952] [DEBUG] [LOCAL     ] Loaded configuration for IMRX: 2 features, N/A% accuracy
[2025-12-01T20:51:52.459008] [INFO ] [LOCAL     ] IMRX: Loaded 2 optimal features with 50.60% confidence from JSON config
[2025-12-01T20:51:52.459040] [DEBUG] [MAG       ] Building data for symbol: IMRX with lookback: 0
[2025-12-01T20:51:52.459829] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:52.459888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:52.462390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:52.512353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:51:52.515536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:51:52.517555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:51:52.520287] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:52.539813] [DEBUG] [MAG       ] OBIO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:52.576194] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:52.599355] [DEBUG] [MAG       ] RGS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:52.605861] [INFO ] [LOCAL     ] OBIO: Saved forecast.
[2025-12-01T20:51:52.605940] [INFO ] [main      ] OBIO: Signal=1 (Conf=80.0%), Magnitude=-2.67% (Conf=46.8859%)
[2025-12-01T20:51:52.606100] [INFO ] [main      ] Fetching symbol history for FTHM...
[2025-12-01T20:51:52.606151] [DEBUG] [REMOTE    ] FTHM: Fetching historical data.
[2025-12-01T20:51:52.607696] [INFO ] [main      ] Progress: 472/769 forecasts completed (61.4%). OBIO finished in 0.6s. ETA: 48.7s. Rate: 365.67 forecasts/min
[2025-12-01T20:51:52.619552] [DEBUG] [REMOTE    ] FTHM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:52.620437] [DEBUG] [LOCAL     ] Loaded configuration for FTHM: 1 features, N/A% accuracy
[2025-12-01T20:51:52.620488] [INFO ] [LOCAL     ] FTHM: Loaded 1 optimal features with 40.80% confidence from JSON config
[2025-12-01T20:51:52.620525] [DEBUG] [MAG       ] Building data for symbol: FTHM with lookback: 0
[2025-12-01T20:51:52.621337] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:51:52.621395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:52.622121] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:52.686865] [INFO ] [LOCAL     ] RGS: Saved forecast.
[2025-12-01T20:51:52.686929] [INFO ] [main      ] RGS: Signal=1 (Conf=80.0%), Magnitude=-1.10% (Conf=63.3771%)
[2025-12-01T20:51:52.687269] [INFO ] [main      ] Fetching symbol history for XEL...
[2025-12-01T20:51:52.687317] [DEBUG] [REMOTE    ] XEL: Fetching historical data.
[2025-12-01T20:51:52.687657] [INFO ] [main      ] Progress: 473/769 forecasts completed (61.5%). RGS finished in 0.7s. ETA: 48.5s. Rate: 366.07 forecasts/min
[2025-12-01T20:51:52.700269] [DEBUG] [REMOTE    ] XEL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:52.701359] [DEBUG] [LOCAL     ] Loaded configuration for XEL: 4 features, N/A% accuracy
[2025-12-01T20:51:52.701408] [INFO ] [LOCAL     ] XEL: Loaded 4 optimal features with 53.62% confidence from JSON config
[2025-12-01T20:51:52.701438] [DEBUG] [MAG       ] Building data for symbol: XEL with lookback: 0
[2025-12-01T20:51:52.702190] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:52.702247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:52.703871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:52.704357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:52.704755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:52.705592] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:52.861865] [DEBUG] [MAG       ] AGYS: Last date is validated at 2025-12-01
[2025-12-01T20:51:52.919052] [DEBUG] [MAG       ] IMRX: Last date is validated at 2025-12-01
[2025-12-01T20:51:52.974891] [DEBUG] [MAG       ] FTHM: Last date is validated at 2025-12-01
[2025-12-01T20:51:53.033323] [DEBUG] [MAG       ] AGYS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:53.033390] [DEBUG] [MAG       ] XEL: Last date is validated at 2025-12-01
[2025-12-01T20:51:53.088810] [DEBUG] [MAG       ] IMRX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:53.147546] [DEBUG] [MAG       ] FTHM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:53.154291] [INFO ] [LOCAL     ] IMRX: Saved forecast.
[2025-12-01T20:51:53.154357] [INFO ] [main      ] IMRX: Signal=1 (Conf=80.0%), Magnitude=-8.37% (Conf=50.597%)
[2025-12-01T20:51:53.154527] [INFO ] [main      ] Fetching symbol history for SKM...
[2025-12-01T20:51:53.154835] [DEBUG] [REMOTE    ] SKM: Fetching historical data.
[2025-12-01T20:51:53.155653] [INFO ] [main      ] Progress: 474/769 forecasts completed (61.6%). IMRX finished in 0.7s. ETA: 48.5s. Rate: 364.64 forecasts/min
[2025-12-01T20:51:53.164627] [INFO ] [LOCAL     ] AGYS: Saved forecast.
[2025-12-01T20:51:53.164691] [INFO ] [main      ] AGYS: Signal=1 (Conf=80.0%), Magnitude=0.82% (Conf=54.7374%)
[2025-12-01T20:51:53.164998] [INFO ] [main      ] Fetching symbol history for AEO...
[2025-12-01T20:51:53.165047] [DEBUG] [REMOTE    ] AEO: Fetching historical data.
[2025-12-01T20:51:53.165645] [INFO ] [main      ] Progress: 475/769 forecasts completed (61.8%). AGYS finished in 0.8s. ETA: 48.3s. Rate: 365.36 forecasts/min
[2025-12-01T20:51:53.168949] [DEBUG] [REMOTE    ] SKM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:53.169886] [DEBUG] [LOCAL     ] Loaded configuration for SKM: 3 features, N/A% accuracy
[2025-12-01T20:51:53.169942] [INFO ] [LOCAL     ] SKM: Loaded 3 optimal features with 56.35% confidence from JSON config
[2025-12-01T20:51:53.169974] [DEBUG] [MAG       ] Building data for symbol: SKM with lookback: 0
[2025-12-01T20:51:53.170777] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:53.170838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:51:53.171763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:51:53.173776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:51:53.175078] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:53.178966] [DEBUG] [REMOTE    ] AEO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:53.179818] [DEBUG] [LOCAL     ] Loaded configuration for AEO: 6 features, N/A% accuracy
[2025-12-01T20:51:53.179868] [INFO ] [LOCAL     ] AEO: Loaded 6 optimal features with 66.60% confidence from JSON config
[2025-12-01T20:51:53.179899] [DEBUG] [MAG       ] Building data for symbol: AEO with lookback: 0
[2025-12-01T20:51:53.180664] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:53.180723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:53.182373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:53.182890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:53.183267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:53.184006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:53.186248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:51:53.197025] [DEBUG] [MAG       ] XEL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:53.200257] [INFO ] [LOCAL     ] FTHM: Saved forecast.
[2025-12-01T20:51:53.200329] [INFO ] [main      ] FTHM: Signal=1 (Conf=80.0%), Magnitude=-7.17% (Conf=40.8049%)
[2025-12-01T20:51:53.200491] [INFO ] [main      ] Fetching symbol history for BHVN...
[2025-12-01T20:51:53.200535] [DEBUG] [REMOTE    ] BHVN: Fetching historical data.
[2025-12-01T20:51:53.201597] [INFO ] [main      ] Progress: 476/769 forecasts completed (61.9%). FTHM finished in 0.6s. ETA: 48.0s. Rate: 365.96 forecasts/min
[2025-12-01T20:51:53.213728] [DEBUG] [REMOTE    ] BHVN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:53.214549] [DEBUG] [LOCAL     ] Loaded configuration for BHVN: 5 features, N/A% accuracy
[2025-12-01T20:51:53.214620] [INFO ] [LOCAL     ] BHVN: Loaded 5 optimal features with 56.14% confidence from JSON config
[2025-12-01T20:51:53.214653] [DEBUG] [MAG       ] Building data for symbol: BHVN with lookback: 0
[2025-12-01T20:51:53.215420] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:51:53.215482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:53.220391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:53.221206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:53.222035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:53.224419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-01T20:51:53.225951] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:53.258696] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:53.278204] [INFO ] [LOCAL     ] XEL: Saved forecast.
[2025-12-01T20:51:53.278270] [INFO ] [main      ] XEL: Signal=1 (Conf=80.0%), Magnitude=-1.21% (Conf=53.6197%)
[2025-12-01T20:51:53.278656] [INFO ] [main      ] Fetching symbol history for WEN...
[2025-12-01T20:51:53.278707] [DEBUG] [REMOTE    ] WEN: Fetching historical data.
[2025-12-01T20:51:53.279651] [INFO ] [main      ] Progress: 477/769 forecasts completed (62.0%). XEL finished in 0.6s. ETA: 47.8s. Rate: 366.36 forecasts/min
[2025-12-01T20:51:53.291731] [DEBUG] [REMOTE    ] WEN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:53.292649] [DEBUG] [LOCAL     ] Loaded configuration for WEN: 4 features, N/A% accuracy
[2025-12-01T20:51:53.292699] [INFO ] [LOCAL     ] WEN: Loaded 4 optimal features with 55.24% confidence from JSON config
[2025-12-01T20:51:53.292730] [DEBUG] [MAG       ] Building data for symbol: WEN with lookback: 0
[2025-12-01T20:51:53.293460] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:53.293518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:53.294345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:53.296015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:51:53.297208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-01T20:51:53.298770] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:53.521545] [DEBUG] [MAG       ] SKM: Last date is validated at 2025-12-01
[2025-12-01T20:51:53.575037] [DEBUG] [MAG       ] BHVN: Last date is validated at 2025-12-01
[2025-12-01T20:51:53.594760] [DEBUG] [MAG       ] AEO: Last date is validated at 2025-12-01
[2025-12-01T20:51:53.629235] [DEBUG] [MAG       ] WEN: Last date is validated at 2025-12-01
[2025-12-01T20:51:53.694638] [DEBUG] [MAG       ] SKM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:53.747343] [DEBUG] [MAG       ] BHVN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:53.763306] [INFO ] [LOCAL     ] SKM: Saved forecast.
[2025-12-01T20:51:53.763381] [INFO ] [main      ] SKM: Signal=1 (Conf=80.0%), Magnitude=1.52% (Conf=56.3521%)
[2025-12-01T20:51:53.763547] [INFO ] [main      ] Fetching symbol history for STN...
[2025-12-01T20:51:53.763825] [DEBUG] [REMOTE    ] STN: Fetching historical data.
[2025-12-01T20:51:53.764653] [INFO ] [main      ] Progress: 478/769 forecasts completed (62.2%). SKM finished in 0.6s. ETA: 47.9s. Rate: 364.87 forecasts/min
[2025-12-01T20:51:53.773124] [DEBUG] [MAG       ] AEO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:53.777538] [DEBUG] [REMOTE    ] STN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:53.778515] [DEBUG] [LOCAL     ] Loaded configuration for STN: 8 features, N/A% accuracy
[2025-12-01T20:51:53.778607] [INFO ] [LOCAL     ] STN: Loaded 8 optimal features with 61.44% confidence from JSON config
[2025-12-01T20:51:53.778645] [DEBUG] [MAG       ] Building data for symbol: STN with lookback: 0
[2025-12-01T20:51:53.779524] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:51:53.779612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:53.781503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:53.782060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:53.782515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:53.783419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:53.796935] [DEBUG] [MAG       ] WEN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:53.835294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:51:53.836140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:51:53.837382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-01T20:51:53.839047] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:53.843250] [INFO ] [LOCAL     ] BHVN: Saved forecast.
[2025-12-01T20:51:53.843345] [INFO ] [main      ] BHVN: Signal=1 (Conf=80.0%), Magnitude=1.93% (Conf=56.1358%)
[2025-12-01T20:51:53.843665] [INFO ] [main      ] Fetching symbol history for PGNY...
[2025-12-01T20:51:53.843714] [DEBUG] [REMOTE    ] PGNY: Fetching historical data.
[2025-12-01T20:51:53.844586] [INFO ] [main      ] Progress: 479/769 forecasts completed (62.3%). BHVN finished in 0.6s. ETA: 47.6s. Rate: 365.26 forecasts/min
[2025-12-01T20:51:53.855199] [INFO ] [LOCAL     ] AEO: Saved forecast.
[2025-12-01T20:51:53.855266] [INFO ] [main      ] AEO: Signal=1 (Conf=80.0%), Magnitude=1.81% (Conf=66.6046%)
[2025-12-01T20:51:53.855646] [INFO ] [main      ] Fetching symbol history for AJG...
[2025-12-01T20:51:53.855697] [DEBUG] [REMOTE    ] AJG: Fetching historical data.
[2025-12-01T20:51:53.856656] [INFO ] [main      ] Progress: 480/769 forecasts completed (62.4%). AEO finished in 0.7s. ETA: 47.4s. Rate: 365.97 forecasts/min
[2025-12-01T20:51:53.856802] [DEBUG] [REMOTE    ] PGNY: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:53.857486] [DEBUG] [LOCAL     ] Loaded configuration for PGNY: 2 features, N/A% accuracy
[2025-12-01T20:51:53.857535] [INFO ] [LOCAL     ] PGNY: Loaded 2 optimal features with 63.15% confidence from JSON config
[2025-12-01T20:51:53.857565] [DEBUG] [MAG       ] Building data for symbol: PGNY with lookback: 0
[2025-12-01T20:51:53.858351] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:53.858417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:53.859120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:51:53.861797] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:53.862898] [INFO ] [LOCAL     ] WEN: Saved forecast.
[2025-12-01T20:51:53.862962] [INFO ] [main      ] WEN: Signal=1 (Conf=80.0%), Magnitude=-2.42% (Conf=55.2417%)
[2025-12-01T20:51:53.863402] [INFO ] [main      ] Fetching symbol history for MTH...
[2025-12-01T20:51:53.863452] [DEBUG] [REMOTE    ] MTH: Fetching historical data.
[2025-12-01T20:51:53.863617] [INFO ] [main      ] Progress: 481/769 forecasts completed (62.5%). WEN finished in 0.6s. ETA: 47.1s. Rate: 366.70 forecasts/min
[2025-12-01T20:51:53.869303] [DEBUG] [REMOTE    ] AJG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:53.870498] [DEBUG] [LOCAL     ] Loaded configuration for AJG: 4 features, N/A% accuracy
[2025-12-01T20:51:53.870590] [INFO ] [LOCAL     ] AJG: Loaded 4 optimal features with 52.10% confidence from JSON config
[2025-12-01T20:51:53.870633] [DEBUG] [MAG       ] Building data for symbol: AJG with lookback: 0
[2025-12-01T20:51:53.871499] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:53.871560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:53.873438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:53.873991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:53.874382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:53.875680] [DEBUG] [REMOTE    ] MTH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:53.876586] [DEBUG] [LOCAL     ] Loaded configuration for MTH: 6 features, N/A% accuracy
[2025-12-01T20:51:53.876637] [INFO ] [LOCAL     ] MTH: Loaded 6 optimal features with 40.32% confidence from JSON config
[2025-12-01T20:51:53.876667] [DEBUG] [MAG       ] Building data for symbol: MTH with lookback: 0
[2025-12-01T20:51:53.877409] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:53.877468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:53.882118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:53.883837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:53.884288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:53.886539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:53.888121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:51:53.888810] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:53.914538] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:54.186374] [DEBUG] [MAG       ] STN: Last date is validated at 2025-12-01
[2025-12-01T20:51:54.191419] [DEBUG] [MAG       ] PGNY: Last date is validated at 2025-12-01
[2025-12-01T20:51:54.219850] [DEBUG] [MAG       ] MTH: Last date is validated at 2025-12-01
[2025-12-01T20:51:54.260043] [DEBUG] [MAG       ] AJG: Last date is validated at 2025-12-01
[2025-12-01T20:51:54.358992] [DEBUG] [MAG       ] PGNY: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:54.359544] [DEBUG] [MAG       ] STN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:54.386379] [DEBUG] [MAG       ] MTH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:54.429925] [DEBUG] [MAG       ] AJG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:54.434724] [INFO ] [LOCAL     ] PGNY: Saved forecast.
[2025-12-01T20:51:54.434787] [INFO ] [main      ] PGNY: Signal=1 (Conf=80.0%), Magnitude=-3.29% (Conf=63.1516%)
[2025-12-01T20:51:54.435089] [INFO ] [main      ] Fetching symbol history for PDM...
[2025-12-01T20:51:54.435137] [DEBUG] [REMOTE    ] PDM: Fetching historical data.
[2025-12-01T20:51:54.435944] [INFO ] [main      ] Progress: 482/769 forecasts completed (62.7%). PGNY finished in 0.6s. ETA: 47.2s. Rate: 364.80 forecasts/min
[2025-12-01T20:51:54.447741] [DEBUG] [REMOTE    ] PDM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:54.448777] [DEBUG] [LOCAL     ] Loaded configuration for PDM: 7 features, N/A% accuracy
[2025-12-01T20:51:54.448827] [INFO ] [LOCAL     ] PDM: Loaded 7 optimal features with 46.08% confidence from JSON config
[2025-12-01T20:51:54.448858] [DEBUG] [MAG       ] Building data for symbol: PDM with lookback: 0
[2025-12-01T20:51:54.449659] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:51:54.450049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:54.454766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:54.456985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:54.457481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:54.457923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:54.458302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:54.460551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:51:54.464676] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:54.466363] [INFO ] [LOCAL     ] STN: Saved forecast.
[2025-12-01T20:51:54.466426] [INFO ] [main      ] STN: Signal=1 (Conf=80.0%), Magnitude=0.83% (Conf=61.4414%)
[2025-12-01T20:51:54.466789] [INFO ] [main      ] Fetching symbol history for RDN...
[2025-12-01T20:51:54.466838] [DEBUG] [REMOTE    ] RDN: Fetching historical data.
[2025-12-01T20:51:54.467620] [INFO ] [main      ] Progress: 483/769 forecasts completed (62.8%). STN finished in 0.7s. ETA: 47.0s. Rate: 365.42 forecasts/min
[2025-12-01T20:51:54.479653] [DEBUG] [REMOTE    ] RDN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:54.480378] [DEBUG] [LOCAL     ] Loaded configuration for RDN: 6 features, N/A% accuracy
[2025-12-01T20:51:54.480427] [INFO ] [LOCAL     ] RDN: Loaded 6 optimal features with 43.44% confidence from JSON config
[2025-12-01T20:51:54.480456] [DEBUG] [MAG       ] Building data for symbol: RDN with lookback: 0
[2025-12-01T20:51:54.481289] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:54.481362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:54.486044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:54.486974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:54.488975] [INFO ] [LOCAL     ] MTH: Saved forecast.
[2025-12-01T20:51:54.489037] [INFO ] [main      ] MTH: Signal=1 (Conf=80.0%), Magnitude=-0.10% (Conf=40.316%)
[2025-12-01T20:51:54.489450] [INFO ] [main      ] Fetching symbol history for YELP...
[2025-12-01T20:51:54.489500] [DEBUG] [REMOTE    ] YELP: Fetching historical data.
[2025-12-01T20:51:54.489652] [INFO ] [main      ] Progress: 484/769 forecasts completed (62.9%). MTH finished in 0.6s. ETA: 46.7s. Rate: 366.07 forecasts/min
[2025-12-01T20:51:54.502379] [DEBUG] [REMOTE    ] YELP: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:54.503176] [DEBUG] [LOCAL     ] Loaded configuration for YELP: 4 features, N/A% accuracy
[2025-12-01T20:51:54.503232] [INFO ] [LOCAL     ] YELP: Loaded 4 optimal features with 66.79% confidence from JSON config
[2025-12-01T20:51:54.503270] [DEBUG] [MAG       ] Building data for symbol: YELP with lookback: 0
[2025-12-01T20:51:54.504042] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:54.504099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:54.505783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:54.506277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:54.506699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:51:54.508620] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:54.567038] [INFO ] [LOCAL     ] AJG: Saved forecast.
[2025-12-01T20:51:54.567100] [INFO ] [main      ] AJG: Signal=1 (Conf=80.0%), Magnitude=-1.79% (Conf=52.103%)
[2025-12-01T20:51:54.567453] [INFO ] [main      ] Fetching symbol history for GRBK...
[2025-12-01T20:51:54.567501] [DEBUG] [REMOTE    ] GRBK: Fetching historical data.
[2025-12-01T20:51:54.568649] [INFO ] [main      ] Progress: 485/769 forecasts completed (63.1%). AJG finished in 0.7s. ETA: 46.5s. Rate: 366.46 forecasts/min
[2025-12-01T20:51:54.580329] [DEBUG] [REMOTE    ] GRBK: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:54.581279] [DEBUG] [LOCAL     ] Loaded configuration for GRBK: 11 features, N/A% accuracy
[2025-12-01T20:51:54.581331] [INFO ] [LOCAL     ] GRBK: Loaded 11 optimal features with 54.42% confidence from JSON config
[2025-12-01T20:51:54.581364] [DEBUG] [MAG       ] Building data for symbol: GRBK with lookback: 0
[2025-12-01T20:51:54.582146] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-01T20:51:54.582209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:54.583956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:54.584462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:54.586208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:54.599027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-01T20:51:54.600375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-01T20:51:54.603212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-01T20:51:54.609149] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:54.627760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:51:54.630688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-01T20:51:54.632840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:54.633313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:51:54.634333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:51:54.635929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:51:54.636981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-01T20:51:54.637670] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:54.795908] [DEBUG] [MAG       ] PDM: Last date is validated at 2025-12-01
[2025-12-01T20:51:54.839053] [DEBUG] [MAG       ] YELP: Last date is validated at 2025-12-01
[2025-12-01T20:51:54.959283] [DEBUG] [MAG       ] RDN: Last date is validated at 2025-12-01
[2025-12-01T20:51:54.959846] [DEBUG] [MAG       ] PDM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:54.975172] [DEBUG] [MAG       ] GRBK: Last date is validated at 2025-12-01
[2025-12-01T20:51:55.020157] [DEBUG] [MAG       ] YELP: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:55.024865] [INFO ] [LOCAL     ] PDM: Saved forecast.
[2025-12-01T20:51:55.024929] [INFO ] [main      ] PDM: Signal=1 (Conf=80.0%), Magnitude=-3.21% (Conf=46.0776%)
[2025-12-01T20:51:55.025083] [INFO ] [main      ] Fetching symbol history for HBAN...
[2025-12-01T20:51:55.025126] [DEBUG] [REMOTE    ] HBAN: Fetching historical data.
[2025-12-01T20:51:55.026651] [INFO ] [main      ] Progress: 486/769 forecasts completed (63.2%). PDM finished in 0.6s. ETA: 46.5s. Rate: 365.11 forecasts/min
[2025-12-01T20:51:55.038145] [DEBUG] [REMOTE    ] HBAN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:55.039053] [DEBUG] [LOCAL     ] Loaded configuration for HBAN: 6 features, N/A% accuracy
[2025-12-01T20:51:55.039108] [INFO ] [LOCAL     ] HBAN: Loaded 6 optimal features with 52.92% confidence from JSON config
[2025-12-01T20:51:55.039139] [DEBUG] [MAG       ] Building data for symbol: HBAN with lookback: 0
[2025-12-01T20:51:55.039905] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:55.039964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:55.041674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:55.042156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:55.103080] [INFO ] [LOCAL     ] YELP: Saved forecast.
[2025-12-01T20:51:55.103146] [INFO ] [main      ] YELP: Signal=1 (Conf=80.0%), Magnitude=2.95% (Conf=66.7862%)
[2025-12-01T20:51:55.103624] [INFO ] [main      ] Progress: 487/769 forecasts completed (63.3%). YELP finished in 0.6s. ETA: 46.3s. Rate: 365.51 forecasts/min
[2025-12-01T20:51:55.103476] [INFO ] [main      ] Fetching symbol history for WKEY...
[2025-12-01T20:51:55.103872] [DEBUG] [REMOTE    ] WKEY: Fetching historical data.
[2025-12-01T20:51:55.116234] [DEBUG] [REMOTE    ] WKEY: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:55.117282] [DEBUG] [LOCAL     ] Loaded configuration for WKEY: 6 features, N/A% accuracy
[2025-12-01T20:51:55.117333] [INFO ] [LOCAL     ] WKEY: Loaded 6 optimal features with 57.52% confidence from JSON config
[2025-12-01T20:51:55.117363] [DEBUG] [MAG       ] Building data for symbol: WKEY with lookback: 0
[2025-12-01T20:51:55.118130] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:55.118190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:55.122843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:55.124631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:55.125088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:55.125460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:55.125957] [DEBUG] [MAG       ] RDN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:55.126171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:55.127047] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:55.146683] [DEBUG] [MAG       ] GRBK: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:55.150013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:51:55.153048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:51:55.153690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:51:55.171289] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:55.207448] [INFO ] [LOCAL     ] RDN: Saved forecast.
[2025-12-01T20:51:55.207509] [INFO ] [main      ] RDN: Signal=1 (Conf=80.0%), Magnitude=-0.86% (Conf=43.4372%)
[2025-12-01T20:51:55.207879] [INFO ] [main      ] Progress: 488/769 forecasts completed (63.5%). RDN finished in 0.7s. ETA: 46.1s. Rate: 365.78 forecasts/min
[2025-12-01T20:51:55.207994] [INFO ] [main      ] Fetching symbol history for MVO...
[2025-12-01T20:51:55.208036] [DEBUG] [REMOTE    ] MVO: Fetching historical data.
[2025-12-01T20:51:55.221428] [DEBUG] [REMOTE    ] MVO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:55.222476] [DEBUG] [LOCAL     ] Loaded configuration for MVO: 4 features, N/A% accuracy
[2025-12-01T20:51:55.222526] [INFO ] [LOCAL     ] MVO: Loaded 4 optimal features with 59.95% confidence from JSON config
[2025-12-01T20:51:55.222556] [DEBUG] [MAG       ] Building data for symbol: MVO with lookback: 0
[2025-12-01T20:51:55.223299] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:55.223356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:51:55.224230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:51:55.225280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:51:55.228112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-01T20:51:55.232014] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:55.248054] [INFO ] [LOCAL     ] GRBK: Saved forecast.
[2025-12-01T20:51:55.248120] [INFO ] [main      ] GRBK: Signal=1 (Conf=80.0%), Magnitude=1.99% (Conf=54.4162%)
[2025-12-01T20:51:55.248496] [INFO ] [main      ] Fetching symbol history for DXC...
[2025-12-01T20:51:55.248547] [DEBUG] [REMOTE    ] DXC: Fetching historical data.
[2025-12-01T20:51:55.248644] [INFO ] [main      ] Progress: 489/769 forecasts completed (63.6%). GRBK finished in 0.7s. ETA: 45.9s. Rate: 366.35 forecasts/min
[2025-12-01T20:51:55.262746] [DEBUG] [REMOTE    ] DXC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:55.263551] [DEBUG] [LOCAL     ] Loaded configuration for DXC: 1 features, N/A% accuracy
[2025-12-01T20:51:55.263623] [INFO ] [LOCAL     ] DXC: Loaded 1 optimal features with 59.74% confidence from JSON config
[2025-12-01T20:51:55.263655] [DEBUG] [MAG       ] Building data for symbol: DXC with lookback: 0
[2025-12-01T20:51:55.264422] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:51:55.264483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:55.265180] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:55.460482] [DEBUG] [MAG       ] WKEY: Last date is validated at 2025-12-01
[2025-12-01T20:51:55.513054] [DEBUG] [MAG       ] HBAN: Last date is validated at 2025-12-01
[2025-12-01T20:51:55.563802] [DEBUG] [MAG       ] MVO: Last date is validated at 2025-12-01
[2025-12-01T20:51:55.601998] [DEBUG] [MAG       ] DXC: Last date is validated at 2025-12-01
[2025-12-01T20:51:55.626348] [DEBUG] [MAG       ] WKEY: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:55.687760] [DEBUG] [MAG       ] HBAN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:55.717326] [INFO ] [LOCAL     ] WKEY: Saved forecast.
[2025-12-01T20:51:55.717391] [INFO ] [main      ] WKEY: Signal=1 (Conf=80.0%), Magnitude=0.80% (Conf=57.5229%)
[2025-12-01T20:51:55.717551] [INFO ] [main      ] Fetching symbol history for DAIO...
[2025-12-01T20:51:55.717611] [DEBUG] [REMOTE    ] DAIO: Fetching historical data.
[2025-12-01T20:51:55.718665] [INFO ] [main      ] Progress: 490/769 forecasts completed (63.7%). WKEY finished in 0.6s. ETA: 45.9s. Rate: 364.95 forecasts/min
[2025-12-01T20:51:55.729190] [DEBUG] [REMOTE    ] DAIO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:55.730084] [DEBUG] [LOCAL     ] Loaded configuration for DAIO: 3 features, N/A% accuracy
[2025-12-01T20:51:55.730134] [INFO ] [LOCAL     ] DAIO: Loaded 3 optimal features with 52.16% confidence from JSON config
[2025-12-01T20:51:55.730165] [DEBUG] [MAG       ] Building data for symbol: DAIO with lookback: 0
[2025-12-01T20:51:55.731049] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:55.731105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:55.732423] [DEBUG] [MAG       ] MVO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:55.735801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:51:55.737782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-01T20:51:55.740124] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:55.759172] [INFO ] [LOCAL     ] HBAN: Saved forecast.
[2025-12-01T20:51:55.759236] [INFO ] [main      ] HBAN: Signal=1 (Conf=80.0%), Magnitude=2.11% (Conf=52.9184%)
[2025-12-01T20:51:55.759602] [INFO ] [main      ] Fetching symbol history for EMXC...
[2025-12-01T20:51:55.759651] [DEBUG] [REMOTE    ] EMXC: Fetching historical data.
[2025-12-01T20:51:55.759661] [INFO ] [main      ] Progress: 491/769 forecasts completed (63.8%). HBAN finished in 0.7s. ETA: 45.6s. Rate: 365.51 forecasts/min
[2025-12-01T20:51:55.770210] [DEBUG] [MAG       ] DXC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:55.772002] [DEBUG] [REMOTE    ] EMXC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:55.772896] [DEBUG] [LOCAL     ] Loaded configuration for EMXC: 6 features, N/A% accuracy
[2025-12-01T20:51:55.772946] [INFO ] [LOCAL     ] EMXC: Loaded 6 optimal features with 54.17% confidence from JSON config
[2025-12-01T20:51:55.772976] [DEBUG] [MAG       ] Building data for symbol: EMXC with lookback: 0
[2025-12-01T20:51:55.773745] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:51:55.773805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:55.775438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:55.775942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:55.776318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:55.777162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:55.799037] [INFO ] [LOCAL     ] MVO: Saved forecast.
[2025-12-01T20:51:55.799096] [INFO ] [main      ] MVO: Signal=1 (Conf=80.0%), Magnitude=-23.92% (Conf=59.952%)
[2025-12-01T20:51:55.799530] [INFO ] [main      ] Fetching symbol history for HAS...
[2025-12-01T20:51:55.799597] [DEBUG] [REMOTE    ] HAS: Fetching historical data.
[2025-12-01T20:51:55.799619] [INFO ] [main      ] Progress: 492/769 forecasts completed (64.0%). MVO finished in 0.6s. ETA: 45.4s. Rate: 366.08 forecasts/min
[2025-12-01T20:51:55.813620] [DEBUG] [REMOTE    ] HAS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:55.814416] [DEBUG] [LOCAL     ] Loaded configuration for HAS: 7 features, N/A% accuracy
[2025-12-01T20:51:55.814472] [INFO ] [LOCAL     ] HAS: Loaded 7 optimal features with 58.12% confidence from JSON config
[2025-12-01T20:51:55.814503] [DEBUG] [MAG       ] Building data for symbol: HAS with lookback: 0
[2025-12-01T20:51:55.815292] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:51:55.815356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:55.817020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:55.820210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:55.820666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:55.821056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:55.822356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:55.823174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:51:55.823815] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:55.828243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:51:55.829012] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:55.837862] [INFO ] [LOCAL     ] DXC: Saved forecast.
[2025-12-01T20:51:55.837919] [INFO ] [main      ] DXC: Signal=1 (Conf=80.0%), Magnitude=-0.61% (Conf=59.7429%)
[2025-12-01T20:51:55.838229] [INFO ] [main      ] Fetching symbol history for AMSF...
[2025-12-01T20:51:55.838278] [DEBUG] [REMOTE    ] AMSF: Fetching historical data.
[2025-12-01T20:51:55.839192] [INFO ] [main      ] Progress: 493/769 forecasts completed (64.1%). DXC finished in 0.6s. ETA: 45.2s. Rate: 366.64 forecasts/min
[2025-12-01T20:51:55.851242] [DEBUG] [REMOTE    ] AMSF: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:55.852180] [DEBUG] [LOCAL     ] Loaded configuration for AMSF: 0 features, N/A% accuracy
[2025-12-01T20:51:55.852230] [INFO ] [LOCAL     ] AMSF: Loaded 0 optimal features with 57.51% confidence from JSON config
[2025-12-01T20:51:55.852260] [DEBUG] [MAG       ] Building data for symbol: AMSF with lookback: 0
[2025-12-01T20:51:55.853035] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-01T20:51:56.069639] [DEBUG] [MAG       ] DAIO: Last date is validated at 2025-12-01
[2025-12-01T20:51:56.153895] [DEBUG] [MAG       ] HAS: Last date is validated at 2025-12-01
[2025-12-01T20:51:56.157254] [DEBUG] [MAG       ] EMXC: Last date is validated at 2025-12-01
[2025-12-01T20:51:56.192621] [DEBUG] [MAG       ] AMSF: Last date is validated at 2025-12-01
[2025-12-01T20:51:56.233937] [DEBUG] [MAG       ] DAIO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:56.291460] [INFO ] [LOCAL     ] DAIO: Saved forecast.
[2025-12-01T20:51:56.291529] [INFO ] [main      ] DAIO: Signal=1 (Conf=80.0%), Magnitude=-2.43% (Conf=52.1577%)
[2025-12-01T20:51:56.291869] [INFO ] [main      ] Fetching symbol history for WALD...
[2025-12-01T20:51:56.291919] [DEBUG] [REMOTE    ] WALD: Fetching historical data.
[2025-12-01T20:51:56.292664] [INFO ] [main      ] Progress: 494/769 forecasts completed (64.2%). DAIO finished in 0.6s. ETA: 45.2s. Rate: 365.33 forecasts/min
[2025-12-01T20:51:56.305690] [DEBUG] [REMOTE    ] WALD: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:56.306691] [DEBUG] [LOCAL     ] Loaded configuration for WALD: 11 features, N/A% accuracy
[2025-12-01T20:51:56.306742] [INFO ] [LOCAL     ] WALD: Loaded 11 optimal features with 50.52% confidence from JSON config
[2025-12-01T20:51:56.306771] [DEBUG] [MAG       ] Building data for symbol: WALD with lookback: 0
[2025-12-01T20:51:56.307500] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-01T20:51:56.307561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:56.309213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:56.309725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:56.310101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:56.310859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:51:56.318855] [DEBUG] [MAG       ] HAS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:56.321653] [DEBUG] [MAG       ] EMXC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:56.369936] [DEBUG] [MAG       ] AMSF: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:56.382877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:51:56.383503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:51:56.385366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-01T20:51:56.386068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-01T20:51:56.386720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-01T20:51:56.387369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:51:56.389964] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:56.400534] [INFO ] [LOCAL     ] EMXC: Saved forecast.
[2025-12-01T20:51:56.400622] [INFO ] [main      ] EMXC: Signal=1 (Conf=80.0%), Magnitude=-0.96% (Conf=54.174%)
[2025-12-01T20:51:56.400975] [INFO ] [main      ] Fetching symbol history for TNON...
[2025-12-01T20:51:56.401025] [DEBUG] [REMOTE    ] TNON: Fetching historical data.
[2025-12-01T20:51:56.401093] [INFO ] [main      ] Progress: 495/769 forecasts completed (64.4%). EMXC finished in 0.6s. ETA: 45.0s. Rate: 365.58 forecasts/min
[2025-12-01T20:51:56.409671] [INFO ] [LOCAL     ] HAS: Saved forecast.
[2025-12-01T20:51:56.409737] [INFO ] [main      ] HAS: Signal=1 (Conf=80.0%), Magnitude=-0.37% (Conf=58.1184%)
[2025-12-01T20:51:56.410110] [INFO ] [main      ] Fetching symbol history for PCRX...
[2025-12-01T20:51:56.410160] [DEBUG] [REMOTE    ] PCRX: Fetching historical data.
[2025-12-01T20:51:56.410663] [INFO ] [main      ] Progress: 496/769 forecasts completed (64.5%). HAS finished in 0.6s. ETA: 44.7s. Rate: 366.28 forecasts/min
[2025-12-01T20:51:56.414020] [DEBUG] [REMOTE    ] TNON: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:56.415013] [DEBUG] [LOCAL     ] Loaded configuration for TNON: 2 features, N/A% accuracy
[2025-12-01T20:51:56.415062] [INFO ] [LOCAL     ] TNON: Loaded 2 optimal features with 48.79% confidence from JSON config
[2025-12-01T20:51:56.415092] [DEBUG] [MAG       ] Building data for symbol: TNON with lookback: 0
[2025-12-01T20:51:56.415882] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:56.415939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:56.420655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:51:56.422988] [DEBUG] [REMOTE    ] PCRX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:56.424061] [DEBUG] [LOCAL     ] Loaded configuration for PCRX: 3 features, N/A% accuracy
[2025-12-01T20:51:56.424113] [INFO ] [LOCAL     ] PCRX: Loaded 3 optimal features with 47.17% confidence from JSON config
[2025-12-01T20:51:56.424143] [DEBUG] [MAG       ] Building data for symbol: PCRX with lookback: 0
[2025-12-01T20:51:56.424995] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:56.425065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:56.425928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:51:56.445669] [INFO ] [LOCAL     ] AMSF: Saved forecast.
[2025-12-01T20:51:56.445735] [INFO ] [main      ] AMSF: Signal=1 (Conf=80.0%), Magnitude=-0.49% (Conf=57.5071%)
[2025-12-01T20:51:56.446083] [INFO ] [main      ] Fetching symbol history for DVA...
[2025-12-01T20:51:56.446133] [DEBUG] [REMOTE    ] DVA: Fetching historical data.
[2025-12-01T20:51:56.447630] [INFO ] [main      ] Progress: 497/769 forecasts completed (64.6%). AMSF finished in 0.6s. ETA: 44.5s. Rate: 366.85 forecasts/min
[2025-12-01T20:51:56.460249] [DEBUG] [REMOTE    ] DVA: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:56.461181] [DEBUG] [LOCAL     ] Loaded configuration for DVA: 4 features, N/A% accuracy
[2025-12-01T20:51:56.461239] [INFO ] [LOCAL     ] DVA: Loaded 4 optimal features with 75.42% confidence from JSON config
[2025-12-01T20:51:56.461270] [DEBUG] [MAG       ] Building data for symbol: DVA with lookback: 0
[2025-12-01T20:51:56.462117] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:56.462176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:56.462916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:56.465279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:51:56.468022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-01T20:51:56.468839] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:56.494760] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:56.499933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:51:56.501318] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:56.718825] [DEBUG] [MAG       ] WALD: Last date is validated at 2025-12-01
[2025-12-01T20:51:56.814689] [DEBUG] [MAG       ] DVA: Last date is validated at 2025-12-01
[2025-12-01T20:51:56.821768] [DEBUG] [MAG       ] TNON: Last date is validated at 2025-12-01
[2025-12-01T20:51:56.830834] [DEBUG] [MAG       ] PCRX: Last date is validated at 2025-12-01
[2025-12-01T20:51:56.883063] [DEBUG] [MAG       ] WALD: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:56.948658] [INFO ] [LOCAL     ] WALD: Saved forecast.
[2025-12-01T20:51:56.948721] [INFO ] [main      ] WALD: Signal=1 (Conf=80.0%), Magnitude=1.58% (Conf=50.5246%)
[2025-12-01T20:51:56.949043] [INFO ] [main      ] Fetching symbol history for DXPE...
[2025-12-01T20:51:56.949097] [DEBUG] [REMOTE    ] DXPE: Fetching historical data.
[2025-12-01T20:51:56.949646] [INFO ] [main      ] Progress: 498/769 forecasts completed (64.8%). WALD finished in 0.7s. ETA: 44.5s. Rate: 365.33 forecasts/min
[2025-12-01T20:51:56.961413] [DEBUG] [REMOTE    ] DXPE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:56.962413] [DEBUG] [LOCAL     ] Loaded configuration for DXPE: 8 features, N/A% accuracy
[2025-12-01T20:51:56.962468] [INFO ] [LOCAL     ] DXPE: Loaded 8 optimal features with 51.76% confidence from JSON config
[2025-12-01T20:51:56.962499] [DEBUG] [MAG       ] Building data for symbol: DXPE with lookback: 0
[2025-12-01T20:51:56.963245] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:51:56.963305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:56.964949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:56.965430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:56.965826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:56.968076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:51:56.984393] [DEBUG] [MAG       ] TNON: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:56.994643] [DEBUG] [MAG       ] PCRX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:56.995768] [DEBUG] [MAG       ] DVA: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:57.041624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:51:57.042913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-01T20:51:57.043567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-01T20:51:57.043800] [INFO ] [LOCAL     ] TNON: Saved forecast.
[2025-12-01T20:51:57.043865] [INFO ] [main      ] TNON: Signal=1 (Conf=80.0%), Magnitude=2.06% (Conf=48.7892%)
[2025-12-01T20:51:57.044218] [INFO ] [main      ] Progress: 499/769 forecasts completed (64.9%). TNON finished in 0.6s. ETA: 44.3s. Rate: 365.64 forecasts/min
[2025-12-01T20:51:57.044345] [INFO ] [main      ] Fetching symbol history for LNTH...
[2025-12-01T20:51:57.044391] [DEBUG] [REMOTE    ] LNTH: Fetching historical data.
[2025-12-01T20:51:57.046274] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:57.057401] [DEBUG] [REMOTE    ] LNTH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:57.058497] [DEBUG] [LOCAL     ] Loaded configuration for LNTH: 0 features, N/A% accuracy
[2025-12-01T20:51:57.058557] [INFO ] [LOCAL     ] LNTH: Loaded 0 optimal features with 45.44% confidence from JSON config
[2025-12-01T20:51:57.058610] [DEBUG] [MAG       ] Building data for symbol: LNTH with lookback: 0
[2025-12-01T20:51:57.059359] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-01T20:51:57.070288] [INFO ] [LOCAL     ] PCRX: Saved forecast.
[2025-12-01T20:51:57.070357] [INFO ] [main      ] PCRX: Signal=1 (Conf=80.0%), Magnitude=-1.59% (Conf=47.1699%)
[2025-12-01T20:51:57.070748] [INFO ] [main      ] Fetching symbol history for THS...
[2025-12-01T20:51:57.070798] [DEBUG] [REMOTE    ] THS: Fetching historical data.
[2025-12-01T20:51:57.071645] [INFO ] [main      ] Progress: 500/769 forecasts completed (65.0%). PCRX finished in 0.7s. ETA: 44.1s. Rate: 366.25 forecasts/min
[2025-12-01T20:51:57.083485] [DEBUG] [REMOTE    ] THS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:57.084609] [DEBUG] [LOCAL     ] Loaded configuration for THS: 7 features, N/A% accuracy
[2025-12-01T20:51:57.084718] [INFO ] [LOCAL     ] THS: Loaded 7 optimal features with 47.49% confidence from JSON config
[2025-12-01T20:51:57.084780] [DEBUG] [MAG       ] Building data for symbol: THS with lookback: 0
[2025-12-01T20:51:57.085795] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:51:57.085855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:57.090609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:57.092295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:57.092769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:57.113971] [INFO ] [LOCAL     ] DVA: Saved forecast.
[2025-12-01T20:51:57.114038] [INFO ] [main      ] DVA: Signal=1 (Conf=80.0%), Magnitude=-0.74% (Conf=75.4247%)
[2025-12-01T20:51:57.114196] [INFO ] [main      ] Fetching symbol history for BGB...
[2025-12-01T20:51:57.114242] [DEBUG] [REMOTE    ] BGB: Fetching historical data.
[2025-12-01T20:51:57.115366] [INFO ] [main      ] Progress: 501/769 forecasts completed (65.1%). DVA finished in 0.7s. ETA: 43.8s. Rate: 366.79 forecasts/min
[2025-12-01T20:51:57.127912] [DEBUG] [REMOTE    ] BGB: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:57.128963] [DEBUG] [LOCAL     ] Loaded configuration for BGB: 8 features, N/A% accuracy
[2025-12-01T20:51:57.129014] [INFO ] [LOCAL     ] BGB: Loaded 8 optimal features with 49.03% confidence from JSON config
[2025-12-01T20:51:57.129043] [DEBUG] [MAG       ] Building data for symbol: BGB with lookback: 0
[2025-12-01T20:51:57.129823] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:51:57.129881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:57.134510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:57.136250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:57.136731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:57.137100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:57.141673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:51:57.143931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:51:57.145029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-01T20:51:57.147027] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:57.176841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:51:57.177941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:51:57.178606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-01T20:51:57.179258] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:57.376390] [DEBUG] [MAG       ] DXPE: Last date is validated at 2025-12-01
[2025-12-01T20:51:57.405932] [DEBUG] [MAG       ] LNTH: Last date is validated at 2025-12-01
[2025-12-01T20:51:57.480148] [DEBUG] [MAG       ] THS: Last date is validated at 2025-12-01
[2025-12-01T20:51:57.517067] [DEBUG] [MAG       ] BGB: Last date is validated at 2025-12-01
[2025-12-01T20:51:57.540349] [DEBUG] [MAG       ] DXPE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:57.580813] [DEBUG] [MAG       ] LNTH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:57.647004] [DEBUG] [MAG       ] THS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:57.661288] [INFO ] [LOCAL     ] DXPE: Saved forecast.
[2025-12-01T20:51:57.661354] [INFO ] [main      ] DXPE: Signal=1 (Conf=80.0%), Magnitude=0.33% (Conf=51.7609%)
[2025-12-01T20:51:57.661695] [INFO ] [main      ] Fetching symbol history for PID...
[2025-12-01T20:51:57.661744] [DEBUG] [REMOTE    ] PID: Fetching historical data.
[2025-12-01T20:51:57.662661] [INFO ] [main      ] Progress: 502/769 forecasts completed (65.3%). DXPE finished in 0.7s. ETA: 43.9s. Rate: 365.08 forecasts/min
[2025-12-01T20:51:57.674890] [DEBUG] [REMOTE    ] PID: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:57.676253] [DEBUG] [LOCAL     ] Loaded configuration for PID: 2 features, N/A% accuracy
[2025-12-01T20:51:57.676303] [INFO ] [LOCAL     ] PID: Loaded 2 optimal features with 53.03% confidence from JSON config
[2025-12-01T20:51:57.676334] [DEBUG] [MAG       ] Building data for symbol: PID with lookback: 0
[2025-12-01T20:51:57.677087] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:57.677145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:57.681914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:51:57.682604] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:57.685095] [DEBUG] [MAG       ] BGB: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:57.698023] [INFO ] [LOCAL     ] LNTH: Saved forecast.
[2025-12-01T20:51:57.698086] [INFO ] [main      ] LNTH: Signal=1 (Conf=80.0%), Magnitude=2.03% (Conf=45.4373%)
[2025-12-01T20:51:57.698457] [INFO ] [main      ] Fetching symbol history for GERN...
[2025-12-01T20:51:57.698506] [DEBUG] [REMOTE    ] GERN: Fetching historical data.
[2025-12-01T20:51:57.698647] [INFO ] [main      ] Progress: 503/769 forecasts completed (65.4%). LNTH finished in 0.7s. ETA: 43.6s. Rate: 365.65 forecasts/min
[2025-12-01T20:51:57.711875] [DEBUG] [REMOTE    ] GERN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:57.712633] [DEBUG] [LOCAL     ] Loaded configuration for GERN: 8 features, N/A% accuracy
[2025-12-01T20:51:57.712681] [INFO ] [LOCAL     ] GERN: Loaded 8 optimal features with 40.23% confidence from JSON config
[2025-12-01T20:51:57.713050] [DEBUG] [MAG       ] Building data for symbol: GERN with lookback: 0
[2025-12-01T20:51:57.713819] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:51:57.713886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:57.718564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:57.720325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:57.720833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:57.721254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:57.721646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:57.723934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:57.725496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:51:57.726409] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:57.743329] [INFO ] [LOCAL     ] THS: Saved forecast.
[2025-12-01T20:51:57.743401] [INFO ] [main      ] THS: Signal=1 (Conf=80.0%), Magnitude=-3.61% (Conf=47.4941%)
[2025-12-01T20:51:57.743707] [INFO ] [main      ] Fetching symbol history for GLPI...
[2025-12-01T20:51:57.743757] [DEBUG] [REMOTE    ] GLPI: Fetching historical data.
[2025-12-01T20:51:57.745619] [INFO ] [main      ] Progress: 504/769 forecasts completed (65.5%). THS finished in 0.7s. ETA: 43.4s. Rate: 366.17 forecasts/min
[2025-12-01T20:51:57.748103] [INFO ] [LOCAL     ] BGB: Saved forecast.
[2025-12-01T20:51:57.748174] [INFO ] [main      ] BGB: Signal=1 (Conf=80.0%), Magnitude=0.59% (Conf=49.0296%)
[2025-12-01T20:51:57.748501] [INFO ] [main      ] Fetching symbol history for OZK...
[2025-12-01T20:51:57.748551] [DEBUG] [REMOTE    ] OZK: Fetching historical data.
[2025-12-01T20:51:57.748613] [INFO ] [main      ] Progress: 505/769 forecasts completed (65.7%). BGB finished in 0.6s. ETA: 43.2s. Rate: 366.88 forecasts/min
[2025-12-01T20:51:57.756761] [DEBUG] [REMOTE    ] GLPI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:57.757839] [DEBUG] [LOCAL     ] Loaded configuration for GLPI: 4 features, N/A% accuracy
[2025-12-01T20:51:57.757890] [INFO ] [LOCAL     ] GLPI: Loaded 4 optimal features with 59.24% confidence from JSON config
[2025-12-01T20:51:57.757920] [DEBUG] [MAG       ] Building data for symbol: GLPI with lookback: 0
[2025-12-01T20:51:57.758700] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:57.758757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:57.759470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:57.761015] [DEBUG] [REMOTE    ] OZK: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:57.761818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:57.761876] [DEBUG] [LOCAL     ] Loaded configuration for OZK: 4 features, N/A% accuracy
[2025-12-01T20:51:57.761948] [INFO ] [LOCAL     ] OZK: Loaded 4 optimal features with 53.46% confidence from JSON config
[2025-12-01T20:51:57.761979] [DEBUG] [MAG       ] Building data for symbol: OZK with lookback: 0
[2025-12-01T20:51:57.762752] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:57.762809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:57.767738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:57.768538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:51:57.805994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:57.856098] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:57.870925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:51:57.872249] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:58.011810] [DEBUG] [MAG       ] PID: Last date is validated at 2025-12-01
[2025-12-01T20:51:58.057405] [DEBUG] [MAG       ] GERN: Last date is validated at 2025-12-01
[2025-12-01T20:51:58.176789] [DEBUG] [MAG       ] PID: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:58.188048] [DEBUG] [MAG       ] OZK: Last date is validated at 2025-12-01
[2025-12-01T20:51:58.203020] [DEBUG] [MAG       ] GLPI: Last date is validated at 2025-12-01
[2025-12-01T20:51:58.221763] [DEBUG] [MAG       ] GERN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:58.234103] [INFO ] [LOCAL     ] PID: Saved forecast.
[2025-12-01T20:51:58.234167] [INFO ] [main      ] PID: Signal=1 (Conf=80.0%), Magnitude=-0.29% (Conf=53.03%)
[2025-12-01T20:51:58.234539] [INFO ] [main      ] Progress: 506/769 forecasts completed (65.8%). PID finished in 0.6s. ETA: 43.2s. Rate: 365.46 forecasts/min
[2025-12-01T20:51:58.234685] [INFO ] [main      ] Fetching symbol history for INDY...
[2025-12-01T20:51:58.234728] [DEBUG] [REMOTE    ] INDY: Fetching historical data.
[2025-12-01T20:51:58.248088] [DEBUG] [REMOTE    ] INDY: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:58.249069] [DEBUG] [LOCAL     ] Loaded configuration for INDY: 3 features, N/A% accuracy
[2025-12-01T20:51:58.249118] [INFO ] [LOCAL     ] INDY: Loaded 3 optimal features with 63.45% confidence from JSON config
[2025-12-01T20:51:58.249149] [DEBUG] [MAG       ] Building data for symbol: INDY with lookback: 0
[2025-12-01T20:51:58.250118] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:58.250175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:58.255298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:51:58.257978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:51:58.260633] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:58.281771] [INFO ] [LOCAL     ] GERN: Saved forecast.
[2025-12-01T20:51:58.281837] [INFO ] [main      ] GERN: Signal=1 (Conf=80.0%), Magnitude=-1.48% (Conf=40.2312%)
[2025-12-01T20:51:58.282189] [INFO ] [main      ] Fetching symbol history for JHG...
[2025-12-01T20:51:58.282238] [DEBUG] [REMOTE    ] JHG: Fetching historical data.
[2025-12-01T20:51:58.283644] [INFO ] [main      ] Progress: 507/769 forecasts completed (65.9%). GERN finished in 0.6s. ETA: 43.0s. Rate: 365.96 forecasts/min
[2025-12-01T20:51:58.295165] [DEBUG] [REMOTE    ] JHG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:58.296385] [DEBUG] [LOCAL     ] Loaded configuration for JHG: 3 features, N/A% accuracy
[2025-12-01T20:51:58.296434] [INFO ] [LOCAL     ] JHG: Loaded 3 optimal features with 56.68% confidence from JSON config
[2025-12-01T20:51:58.296463] [DEBUG] [MAG       ] Building data for symbol: JHG with lookback: 0
[2025-12-01T20:51:58.297221] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:58.297277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:58.298994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:58.299482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:58.301800] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:58.354742] [DEBUG] [MAG       ] OZK: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:58.370030] [DEBUG] [MAG       ] GLPI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:58.443785] [INFO ] [LOCAL     ] GLPI: Saved forecast.
[2025-12-01T20:51:58.443852] [INFO ] [main      ] GLPI: Signal=1 (Conf=80.0%), Magnitude=1.26% (Conf=59.2433%)
[2025-12-01T20:51:58.444010] [INFO ] [main      ] Fetching symbol history for NUVB...
[2025-12-01T20:51:58.444052] [DEBUG] [REMOTE    ] NUVB: Fetching historical data.
[2025-12-01T20:51:58.445660] [INFO ] [main      ] Progress: 508/769 forecasts completed (66.1%). GLPI finished in 0.7s. ETA: 42.8s. Rate: 365.97 forecasts/min
[2025-12-01T20:51:58.448209] [INFO ] [LOCAL     ] OZK: Saved forecast.
[2025-12-01T20:51:58.448276] [INFO ] [main      ] OZK: Signal=1 (Conf=80.0%), Magnitude=0.38% (Conf=53.4627%)
[2025-12-01T20:51:58.448686] [INFO ] [main      ] Fetching symbol history for CGNX...
[2025-12-01T20:51:58.448737] [DEBUG] [REMOTE    ] CGNX: Fetching historical data.
[2025-12-01T20:51:58.448821] [INFO ] [main      ] Progress: 509/769 forecasts completed (66.2%). OZK finished in 0.7s. ETA: 42.5s. Rate: 366.68 forecasts/min
[2025-12-01T20:51:58.458068] [DEBUG] [REMOTE    ] NUVB: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:58.459269] [DEBUG] [LOCAL     ] Loaded configuration for NUVB: 4 features, N/A% accuracy
[2025-12-01T20:51:58.459320] [INFO ] [LOCAL     ] NUVB: Loaded 4 optimal features with 57.21% confidence from JSON config
[2025-12-01T20:51:58.459356] [DEBUG] [MAG       ] Building data for symbol: NUVB with lookback: 0
[2025-12-01T20:51:58.460164] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:58.460220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:58.461813] [DEBUG] [REMOTE    ] CGNX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:58.461942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:58.462488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:58.462606] [DEBUG] [LOCAL     ] Loaded configuration for CGNX: 1 features, N/A% accuracy
[2025-12-01T20:51:58.462662] [INFO ] [LOCAL     ] CGNX: Loaded 1 optimal features with 61.71% confidence from JSON config
[2025-12-01T20:51:58.462693] [DEBUG] [MAG       ] Building data for symbol: CGNX with lookback: 0
[2025-12-01T20:51:58.463437] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:51:58.463491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:51:58.464827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:58.465261] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:58.571021] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:58.596873] [DEBUG] [MAG       ] INDY: Last date is validated at 2025-12-01
[2025-12-01T20:51:58.632326] [DEBUG] [MAG       ] JHG: Last date is validated at 2025-12-01
[2025-12-01T20:51:58.762324] [DEBUG] [MAG       ] INDY: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:58.798055] [DEBUG] [MAG       ] JHG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:58.806311] [DEBUG] [MAG       ] CGNX: Last date is validated at 2025-12-01
[2025-12-01T20:51:58.837023] [INFO ] [LOCAL     ] INDY: Saved forecast.
[2025-12-01T20:51:58.837086] [INFO ] [main      ] INDY: Signal=1 (Conf=80.0%), Magnitude=-0.47% (Conf=63.4522%)
[2025-12-01T20:51:58.837490] [INFO ] [main      ] Fetching symbol history for OPCH...
[2025-12-01T20:51:58.837559] [DEBUG] [REMOTE    ] OPCH: Fetching historical data.
[2025-12-01T20:51:58.837650] [INFO ] [main      ] Progress: 510/769 forecasts completed (66.3%). INDY finished in 0.6s. ETA: 42.5s. Rate: 365.69 forecasts/min
[2025-12-01T20:51:58.850383] [DEBUG] [REMOTE    ] OPCH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:58.851426] [DEBUG] [LOCAL     ] Loaded configuration for OPCH: 2 features, N/A% accuracy
[2025-12-01T20:51:58.851484] [INFO ] [LOCAL     ] OPCH: Loaded 2 optimal features with 50.40% confidence from JSON config
[2025-12-01T20:51:58.851521] [DEBUG] [MAG       ] Building data for symbol: OPCH with lookback: 0
[2025-12-01T20:51:58.852274] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:51:58.852330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:51:58.853216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-01T20:51:58.853949] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:58.882697] [INFO ] [LOCAL     ] JHG: Saved forecast.
[2025-12-01T20:51:58.882761] [INFO ] [main      ] JHG: Signal=1 (Conf=80.0%), Magnitude=3.02% (Conf=56.6802%)
[2025-12-01T20:51:58.882910] [INFO ] [main      ] Fetching symbol history for REZI...
[2025-12-01T20:51:58.882952] [DEBUG] [REMOTE    ] REZI: Fetching historical data.
[2025-12-01T20:51:58.884631] [INFO ] [main      ] Progress: 511/769 forecasts completed (66.4%). JHG finished in 0.6s. ETA: 42.3s. Rate: 366.20 forecasts/min
[2025-12-01T20:51:58.896284] [DEBUG] [REMOTE    ] REZI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:58.897113] [DEBUG] [LOCAL     ] Loaded configuration for REZI: 11 features, N/A% accuracy
[2025-12-01T20:51:58.897167] [INFO ] [LOCAL     ] REZI: Loaded 11 optimal features with 41.33% confidence from JSON config
[2025-12-01T20:51:58.897198] [DEBUG] [MAG       ] Building data for symbol: REZI with lookback: 0
[2025-12-01T20:51:58.897964] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-01T20:51:58.898026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:58.899702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:58.900195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:58.900632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:58.900717] [DEBUG] [MAG       ] NUVB: Last date is validated at 2025-12-01
[2025-12-01T20:51:58.901340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:58.903620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:51:58.975223] [DEBUG] [MAG       ] CGNX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:59.016946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:59.058248] [INFO ] [LOCAL     ] CGNX: Saved forecast.
[2025-12-01T20:51:59.058331] [INFO ] [main      ] CGNX: Signal=1 (Conf=80.0%), Magnitude=-0.06% (Conf=61.7082%)
[2025-12-01T20:51:59.058713] [INFO ] [main      ] Fetching symbol history for NVX...
[2025-12-01T20:51:59.058766] [DEBUG] [REMOTE    ] NVX: Fetching historical data.
[2025-12-01T20:51:59.059656] [INFO ] [main      ] Progress: 512/769 forecasts completed (66.6%). CGNX finished in 0.6s. ETA: 42.1s. Rate: 366.15 forecasts/min
[2025-12-01T20:51:59.064119] [DEBUG] [MAG       ] NUVB: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:59.071381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:51:59.071508] [DEBUG] [REMOTE    ] NVX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:59.072612] [DEBUG] [LOCAL     ] Loaded configuration for NVX: 4 features, N/A% accuracy
[2025-12-01T20:51:59.072666] [INFO ] [LOCAL     ] NVX: Loaded 4 optimal features with 48.78% confidence from JSON config
[2025-12-01T20:51:59.072697] [DEBUG] [MAG       ] Building data for symbol: NVX with lookback: 0
[2025-12-01T20:51:59.072933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:51:59.073470] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:59.073536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:59.073698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:51:59.074331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:51:59.078425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:51:59.080894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:51:59.082944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-01T20:51:59.083734] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:59.092838] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:59.129723] [INFO ] [LOCAL     ] NUVB: Saved forecast.
[2025-12-01T20:51:59.129786] [INFO ] [main      ] NUVB: Signal=1 (Conf=80.0%), Magnitude=3.58% (Conf=57.2119%)
[2025-12-01T20:51:59.130141] [INFO ] [main      ] Progress: 513/769 forecasts completed (66.7%). NUVB finished in 0.7s. ETA: 41.9s. Rate: 366.56 forecasts/min
[2025-12-01T20:51:59.130260] [INFO ] [main      ] Fetching symbol history for GYRE...
[2025-12-01T20:51:59.130301] [DEBUG] [REMOTE    ] GYRE: Fetching historical data.
[2025-12-01T20:51:59.146709] [DEBUG] [REMOTE    ] GYRE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:59.147647] [DEBUG] [LOCAL     ] Loaded configuration for GYRE: 7 features, N/A% accuracy
[2025-12-01T20:51:59.147697] [INFO ] [LOCAL     ] GYRE: Loaded 7 optimal features with 35.53% confidence from JSON config
[2025-12-01T20:51:59.147728] [DEBUG] [MAG       ] Building data for symbol: GYRE with lookback: 0
[2025-12-01T20:51:59.148518] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:51:59.148604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:59.150270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:59.150783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:59.151170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:59.184104] [DEBUG] [MAG       ] OPCH: Last date is validated at 2025-12-01
[2025-12-01T20:51:59.199074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:51:59.200287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:51:59.201282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-01T20:51:59.202601] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:59.349152] [DEBUG] [MAG       ] OPCH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:59.419271] [DEBUG] [MAG       ] NVX: Last date is validated at 2025-12-01
[2025-12-01T20:51:59.428876] [INFO ] [LOCAL     ] OPCH: Saved forecast.
[2025-12-01T20:51:59.428944] [INFO ] [main      ] OPCH: Signal=1 (Conf=80.0%), Magnitude=0.41% (Conf=50.4043%)
[2025-12-01T20:51:59.429278] [INFO ] [main      ] Fetching symbol history for JANX...
[2025-12-01T20:51:59.429327] [DEBUG] [REMOTE    ] JANX: Fetching historical data.
[2025-12-01T20:51:59.430664] [INFO ] [main      ] Progress: 514/769 forecasts completed (66.8%). OPCH finished in 0.6s. ETA: 41.8s. Rate: 365.97 forecasts/min
[2025-12-01T20:51:59.434763] [DEBUG] [MAG       ] REZI: Last date is validated at 2025-12-01
[2025-12-01T20:51:59.443061] [DEBUG] [REMOTE    ] JANX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:59.443947] [DEBUG] [LOCAL     ] Loaded configuration for JANX: 4 features, N/A% accuracy
[2025-12-01T20:51:59.443996] [INFO ] [LOCAL     ] JANX: Loaded 4 optimal features with 64.91% confidence from JSON config
[2025-12-01T20:51:59.444027] [DEBUG] [MAG       ] Building data for symbol: JANX with lookback: 0
[2025-12-01T20:51:59.444782] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:51:59.444838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:59.445521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:51:59.493492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:51:59.496536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:51:59.497266] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:59.544837] [DEBUG] [MAG       ] GYRE: Last date is validated at 2025-12-01
[2025-12-01T20:51:59.586432] [DEBUG] [MAG       ] NVX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:59.606161] [DEBUG] [MAG       ] REZI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:59.648888] [INFO ] [LOCAL     ] NVX: Saved forecast.
[2025-12-01T20:51:59.648954] [INFO ] [main      ] NVX: Signal=1 (Conf=80.0%), Magnitude=-3.74% (Conf=48.7778%)
[2025-12-01T20:51:59.649314] [INFO ] [main      ] Fetching symbol history for HWC...
[2025-12-01T20:51:59.649368] [DEBUG] [REMOTE    ] HWC: Fetching historical data.
[2025-12-01T20:51:59.649661] [INFO ] [main      ] Progress: 515/769 forecasts completed (67.0%). NVX finished in 0.6s. ETA: 41.7s. Rate: 365.73 forecasts/min
[2025-12-01T20:51:59.663129] [DEBUG] [REMOTE    ] HWC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:59.664424] [DEBUG] [LOCAL     ] Loaded configuration for HWC: 8 features, N/A% accuracy
[2025-12-01T20:51:59.664477] [INFO ] [LOCAL     ] HWC: Loaded 8 optimal features with 50.45% confidence from JSON config
[2025-12-01T20:51:59.664509] [DEBUG] [MAG       ] Building data for symbol: HWC with lookback: 0
[2025-12-01T20:51:59.665343] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:51:59.665406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:59.670246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:59.672076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:59.672550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:59.673018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:59.673431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:59.674191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:51:59.675750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:51:59.676710] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:59.707756] [INFO ] [LOCAL     ] REZI: Saved forecast.
[2025-12-01T20:51:59.707819] [INFO ] [main      ] REZI: Signal=1 (Conf=80.0%), Magnitude=2.56% (Conf=41.3326%)
[2025-12-01T20:51:59.708248] [INFO ] [main      ] Fetching symbol history for MLGO...
[2025-12-01T20:51:59.708300] [DEBUG] [REMOTE    ] MLGO: Fetching historical data.
[2025-12-01T20:51:59.708645] [INFO ] [main      ] Progress: 516/769 forecasts completed (67.1%). REZI finished in 0.8s. ETA: 41.5s. Rate: 366.18 forecasts/min
[2025-12-01T20:51:59.721240] [DEBUG] [REMOTE    ] MLGO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:59.722164] [DEBUG] [LOCAL     ] Loaded configuration for MLGO: 3 features, N/A% accuracy
[2025-12-01T20:51:59.722221] [INFO ] [LOCAL     ] MLGO: Loaded 3 optimal features with 29.16% confidence from JSON config
[2025-12-01T20:51:59.722265] [DEBUG] [MAG       ] Building data for symbol: MLGO with lookback: 0
[2025-12-01T20:51:59.722606] [DEBUG] [MAG       ] GYRE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:51:59.723031] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:51:59.723088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:59.727734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:59.728685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:51:59.729406] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:59.797712] [INFO ] [LOCAL     ] GYRE: Saved forecast.
[2025-12-01T20:51:59.797779] [INFO ] [main      ] GYRE: Signal=1 (Conf=80.0%), Magnitude=-1.12% (Conf=35.5275%)
[2025-12-01T20:51:59.798146] [INFO ] [main      ] Fetching symbol history for QQQE...
[2025-12-01T20:51:59.798199] [DEBUG] [REMOTE    ] QQQE: Fetching historical data.
[2025-12-01T20:51:59.798647] [INFO ] [main      ] Progress: 517/769 forecasts completed (67.2%). GYRE finished in 0.7s. ETA: 41.3s. Rate: 366.50 forecasts/min
[2025-12-01T20:51:59.811894] [DEBUG] [REMOTE    ] QQQE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:51:59.812904] [DEBUG] [LOCAL     ] Loaded configuration for QQQE: 10 features, N/A% accuracy
[2025-12-01T20:51:59.812967] [INFO ] [LOCAL     ] QQQE: Loaded 10 optimal features with 68.54% confidence from JSON config
[2025-12-01T20:51:59.813012] [DEBUG] [MAG       ] Building data for symbol: QQQE with lookback: 0
[2025-12-01T20:51:59.813829] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-01T20:51:59.813903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:51:59.819273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:51:59.821104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:51:59.821648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:51:59.822110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:51:59.822563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:51:59.823332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:51:59.824144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:51:59.825180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-01T20:51:59.826770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-01T20:51:59.827445] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:51:59.833739] [DEBUG] [MAG       ] JANX: Last date is validated at 2025-12-01
[2025-12-01T20:52:00.003606] [DEBUG] [MAG       ] JANX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:00.016528] [DEBUG] [MAG       ] HWC: Last date is validated at 2025-12-01
[2025-12-01T20:52:00.066276] [DEBUG] [MAG       ] MLGO: Last date is validated at 2025-12-01
[2025-12-01T20:52:00.130677] [INFO ] [LOCAL     ] JANX: Saved forecast.
[2025-12-01T20:52:00.130742] [INFO ] [main      ] JANX: Signal=1 (Conf=80.0%), Magnitude=-18.35% (Conf=64.9069%)
[2025-12-01T20:52:00.130905] [INFO ] [main      ] Fetching symbol history for TDY...
[2025-12-01T20:52:00.130948] [DEBUG] [REMOTE    ] TDY: Fetching historical data.
[2025-12-01T20:52:00.131808] [INFO ] [main      ] Progress: 518/769 forecasts completed (67.4%). JANX finished in 0.7s. ETA: 41.2s. Rate: 365.77 forecasts/min
[2025-12-01T20:52:00.144625] [DEBUG] [REMOTE    ] TDY: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:00.146284] [DEBUG] [LOCAL     ] Loaded configuration for TDY: 9 features, N/A% accuracy
[2025-12-01T20:52:00.146341] [INFO ] [LOCAL     ] TDY: Loaded 9 optimal features with 63.42% confidence from JSON config
[2025-12-01T20:52:00.146371] [DEBUG] [MAG       ] Building data for symbol: TDY with lookback: 0
[2025-12-01T20:52:00.147135] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:52:00.147196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:00.148983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:00.149489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:00.149944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:00.150337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:00.151116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:52:00.151978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:52:00.153006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:52:00.154093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-01T20:52:00.156810] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:00.176983] [DEBUG] [MAG       ] QQQE: Last date is validated at 2025-12-01
[2025-12-01T20:52:00.204212] [DEBUG] [MAG       ] HWC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:00.309135] [INFO ] [LOCAL     ] HWC: Saved forecast.
[2025-12-01T20:52:00.309201] [INFO ] [main      ] HWC: Signal=1 (Conf=80.0%), Magnitude=-0.92% (Conf=50.4468%)
[2025-12-01T20:52:00.309357] [INFO ] [main      ] Fetching symbol history for DARE...
[2025-12-01T20:52:00.309402] [DEBUG] [REMOTE    ] DARE: Fetching historical data.
[2025-12-01T20:52:00.312828] [INFO ] [main      ] Progress: 519/769 forecasts completed (67.5%). HWC finished in 0.7s. ETA: 41.0s. Rate: 365.70 forecasts/min
[2025-12-01T20:52:00.316852] [DEBUG] [MAG       ] MLGO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:00.332334] [DEBUG] [REMOTE    ] DARE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:00.336264] [DEBUG] [LOCAL     ] Loaded configuration for DARE: 3 features, N/A% accuracy
[2025-12-01T20:52:00.336319] [INFO ] [LOCAL     ] DARE: Loaded 3 optimal features with 69.44% confidence from JSON config
[2025-12-01T20:52:00.336350] [DEBUG] [MAG       ] Building data for symbol: DARE with lookback: 0
[2025-12-01T20:52:00.337176] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:52:00.337236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:00.337984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:52:00.342701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:52:00.343472] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:00.351395] [DEBUG] [MAG       ] QQQE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:00.543005] [INFO ] [LOCAL     ] QQQE: Saved forecast.
[2025-12-01T20:52:00.543075] [INFO ] [main      ] QQQE: Signal=1 (Conf=80.0%), Magnitude=0.31% (Conf=68.5359%)
[2025-12-01T20:52:00.543268] [INFO ] [main      ] Fetching symbol history for FE...
[2025-12-01T20:52:00.543317] [DEBUG] [REMOTE    ] FE: Fetching historical data.
[2025-12-01T20:52:00.543523] [INFO ] [main      ] Progress: 520/769 forecasts completed (67.6%). QQQE finished in 0.7s. ETA: 40.9s. Rate: 365.41 forecasts/min
[2025-12-01T20:52:00.551228] [DEBUG] [MAG       ] TDY: Last date is validated at 2025-12-01
[2025-12-01T20:52:00.556839] [DEBUG] [REMOTE    ] FE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:00.557837] [DEBUG] [LOCAL     ] Loaded configuration for FE: 6 features, N/A% accuracy
[2025-12-01T20:52:00.557890] [INFO ] [LOCAL     ] FE: Loaded 6 optimal features with 73.37% confidence from JSON config
[2025-12-01T20:52:00.557921] [DEBUG] [MAG       ] Building data for symbol: FE with lookback: 0
[2025-12-01T20:52:00.558765] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:00.558827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:00.560605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:00.561138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:52:00.622892] [INFO ] [LOCAL     ] MLGO: Saved forecast.
[2025-12-01T20:52:00.622953] [INFO ] [main      ] MLGO: Signal=1 (Conf=80.0%), Magnitude=38.67% (Conf=29.1641%)
[2025-12-01T20:52:00.623276] [INFO ] [main      ] Progress: 521/769 forecasts completed (67.8%). MLGO finished in 0.9s. ETA: 40.7s. Rate: 365.77 forecasts/min
[2025-12-01T20:52:00.623395] [INFO ] [main      ] Fetching symbol history for SBCF...
[2025-12-01T20:52:00.623440] [DEBUG] [REMOTE    ] SBCF: Fetching historical data.
[2025-12-01T20:52:00.642074] [DEBUG] [REMOTE    ] SBCF: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:00.643228] [DEBUG] [LOCAL     ] Loaded configuration for SBCF: 6 features, N/A% accuracy
[2025-12-01T20:52:00.643280] [INFO ] [LOCAL     ] SBCF: Loaded 6 optimal features with 68.25% confidence from JSON config
[2025-12-01T20:52:00.643310] [DEBUG] [MAG       ] Building data for symbol: SBCF with lookback: 0
[2025-12-01T20:52:00.644107] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:00.644171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:00.649522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:00.651487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:00.655352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:52:00.675929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:52:00.677927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:00.727406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-01T20:52:00.728436] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:00.803767] [DEBUG] [MAG       ] TDY: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:00.806094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:52:00.812012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-01T20:52:00.813555] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:00.900878] [DEBUG] [MAG       ] DARE: Last date is validated at 2025-12-01
[2025-12-01T20:52:01.030864] [INFO ] [LOCAL     ] TDY: Saved forecast.
[2025-12-01T20:52:01.030947] [INFO ] [main      ] TDY: Signal=1 (Conf=80.0%), Magnitude=0.98% (Conf=63.4188%)
[2025-12-01T20:52:01.035153] [INFO ] [main      ] Fetching symbol history for HMY...
[2025-12-01T20:52:01.035232] [DEBUG] [REMOTE    ] HMY: Fetching historical data.
[2025-12-01T20:52:01.036667] [INFO ] [main      ] Progress: 522/769 forecasts completed (67.9%). TDY finished in 0.9s. ETA: 40.6s. Rate: 364.71 forecasts/min
[2025-12-01T20:52:01.049031] [DEBUG] [REMOTE    ] HMY: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:01.050150] [DEBUG] [LOCAL     ] Loaded configuration for HMY: 4 features, N/A% accuracy
[2025-12-01T20:52:01.050200] [INFO ] [LOCAL     ] HMY: Loaded 4 optimal features with 57.42% confidence from JSON config
[2025-12-01T20:52:01.050231] [DEBUG] [MAG       ] Building data for symbol: HMY with lookback: 0
[2025-12-01T20:52:01.051053] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:52:01.051114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:01.052821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:01.053325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:01.053736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:52:01.055559] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:01.069893] [DEBUG] [MAG       ] DARE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:01.125339] [INFO ] [LOCAL     ] DARE: Saved forecast.
[2025-12-01T20:52:01.125408] [INFO ] [main      ] DARE: Signal=1 (Conf=80.0%), Magnitude=-1.51% (Conf=69.4382%)
[2025-12-01T20:52:01.125768] [INFO ] [main      ] Fetching symbol history for PDEX...
[2025-12-01T20:52:01.126131] [DEBUG] [REMOTE    ] PDEX: Fetching historical data.
[2025-12-01T20:52:01.126660] [INFO ] [main      ] Progress: 523/769 forecasts completed (68.0%). DARE finished in 0.8s. ETA: 40.4s. Rate: 365.03 forecasts/min
[2025-12-01T20:52:01.149039] [DEBUG] [REMOTE    ] PDEX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:01.152051] [DEBUG] [MAG       ] SBCF: Last date is validated at 2025-12-01
[2025-12-01T20:52:01.152635] [DEBUG] [LOCAL     ] Loaded configuration for PDEX: 7 features, N/A% accuracy
[2025-12-01T20:52:01.152704] [INFO ] [LOCAL     ] PDEX: Loaded 7 optimal features with 55.39% confidence from JSON config
[2025-12-01T20:52:01.152736] [DEBUG] [MAG       ] Building data for symbol: PDEX with lookback: 0
[2025-12-01T20:52:01.153563] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:52:01.153643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:01.161839] [DEBUG] [MAG       ] FE: Last date is validated at 2025-12-01
[2025-12-01T20:52:01.161501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:01.166470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:01.166975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:01.167349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:52:01.286729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:52:01.288730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:52:01.291505] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:01.320226] [DEBUG] [MAG       ] SBCF: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:01.364534] [DEBUG] [MAG       ] FE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:01.402676] [INFO ] [LOCAL     ] SBCF: Saved forecast.
[2025-12-01T20:52:01.402737] [INFO ] [main      ] SBCF: Signal=1 (Conf=80.0%), Magnitude=-0.53% (Conf=68.2545%)
[2025-12-01T20:52:01.403082] [INFO ] [main      ] Progress: 524/769 forecasts completed (68.1%). SBCF finished in 0.8s. ETA: 40.3s. Rate: 364.55 forecasts/min
[2025-12-01T20:52:01.403252] [INFO ] [main      ] Fetching symbol history for RRX...
[2025-12-01T20:52:01.403296] [DEBUG] [REMOTE    ] RRX: Fetching historical data.
[2025-12-01T20:52:01.416301] [DEBUG] [REMOTE    ] RRX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:01.417316] [DEBUG] [LOCAL     ] Loaded configuration for RRX: 6 features, N/A% accuracy
[2025-12-01T20:52:01.417371] [INFO ] [LOCAL     ] RRX: Loaded 6 optimal features with 49.98% confidence from JSON config
[2025-12-01T20:52:01.417401] [DEBUG] [MAG       ] Building data for symbol: RRX with lookback: 0
[2025-12-01T20:52:01.418177] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:01.418236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:01.419947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:01.420433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:01.420835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:01.421553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:01.435739] [DEBUG] [MAG       ] HMY: Last date is validated at 2025-12-01
[2025-12-01T20:52:01.439753] [INFO ] [LOCAL     ] FE: Saved forecast.
[2025-12-01T20:52:01.439824] [INFO ] [main      ] FE: Signal=1 (Conf=80.0%), Magnitude=1.36% (Conf=73.3665%)
[2025-12-01T20:52:01.439984] [INFO ] [main      ] Fetching symbol history for NXP...
[2025-12-01T20:52:01.440028] [DEBUG] [REMOTE    ] NXP: Fetching historical data.
[2025-12-01T20:52:01.441931] [INFO ] [main      ] Progress: 525/769 forecasts completed (68.3%). FE finished in 0.9s. ETA: 40.1s. Rate: 365.09 forecasts/min
[2025-12-01T20:52:01.453431] [DEBUG] [REMOTE    ] NXP: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:01.454513] [DEBUG] [LOCAL     ] Loaded configuration for NXP: 6 features, N/A% accuracy
[2025-12-01T20:52:01.454584] [INFO ] [LOCAL     ] NXP: Loaded 6 optimal features with 38.42% confidence from JSON config
[2025-12-01T20:52:01.454618] [DEBUG] [MAG       ] Building data for symbol: NXP with lookback: 0
[2025-12-01T20:52:01.455357] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:01.455416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:01.460166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:01.460657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:52:01.461897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:01.461981] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:01.462354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:01.464679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:01.513225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-01T20:52:01.517113] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:01.614096] [DEBUG] [MAG       ] HMY: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:01.634706] [DEBUG] [MAG       ] PDEX: Last date is validated at 2025-12-01
[2025-12-01T20:52:01.690547] [INFO ] [LOCAL     ] HMY: Saved forecast.
[2025-12-01T20:52:01.690634] [INFO ] [main      ] HMY: Signal=1 (Conf=80.0%), Magnitude=-1.81% (Conf=57.4183%)
[2025-12-01T20:52:01.690794] [INFO ] [main      ] Fetching symbol history for AGMH...
[2025-12-01T20:52:01.690836] [DEBUG] [REMOTE    ] AGMH: Fetching historical data.
[2025-12-01T20:52:01.691873] [INFO ] [main      ] Progress: 526/769 forecasts completed (68.4%). HMY finished in 0.7s. ETA: 40.0s. Rate: 364.72 forecasts/min
[2025-12-01T20:52:01.702723] [DEBUG] [REMOTE    ] AGMH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:01.703555] [DEBUG] [LOCAL     ] Loaded configuration for AGMH: 7 features, N/A% accuracy
[2025-12-01T20:52:01.703816] [INFO ] [LOCAL     ] AGMH: Loaded 7 optimal features with 24.32% confidence from JSON config
[2025-12-01T20:52:01.703860] [DEBUG] [MAG       ] Building data for symbol: AGMH with lookback: 0
[2025-12-01T20:52:01.704641] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:52:01.704709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:01.706354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:01.706888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:01.707259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:52:01.708459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:52:01.709807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:52:01.710825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-01T20:52:01.713383] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:01.799596] [DEBUG] [MAG       ] RRX: Last date is validated at 2025-12-01
[2025-12-01T20:52:01.805494] [DEBUG] [MAG       ] PDEX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:01.857348] [DEBUG] [MAG       ] NXP: Last date is validated at 2025-12-01
[2025-12-01T20:52:01.935822] [INFO ] [LOCAL     ] PDEX: Saved forecast.
[2025-12-01T20:52:01.935890] [INFO ] [main      ] PDEX: Signal=1 (Conf=80.0%), Magnitude=-0.12% (Conf=55.3867%)
[2025-12-01T20:52:01.936278] [INFO ] [main      ] Fetching symbol history for MEOH...
[2025-12-01T20:52:01.936330] [DEBUG] [REMOTE    ] MEOH: Fetching historical data.
[2025-12-01T20:52:01.936667] [INFO ] [main      ] Progress: 527/769 forecasts completed (68.5%). PDEX finished in 0.8s. ETA: 39.8s. Rate: 364.39 forecasts/min
[2025-12-01T20:52:01.949783] [DEBUG] [REMOTE    ] MEOH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:01.950766] [DEBUG] [LOCAL     ] Loaded configuration for MEOH: 5 features, N/A% accuracy
[2025-12-01T20:52:01.950826] [INFO ] [LOCAL     ] MEOH: Loaded 5 optimal features with 45.51% confidence from JSON config
[2025-12-01T20:52:01.950862] [DEBUG] [MAG       ] Building data for symbol: MEOH with lookback: 0
[2025-12-01T20:52:01.951750] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:52:01.951814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:01.953542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:01.954089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:01.954482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:52:01.955138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:52:01.957122] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:01.967416] [DEBUG] [MAG       ] RRX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:02.034333] [DEBUG] [MAG       ] NXP: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:02.072597] [DEBUG] [MAG       ] AGMH: Last date is validated at 2025-12-01
[2025-12-01T20:52:02.087882] [INFO ] [LOCAL     ] RRX: Saved forecast.
[2025-12-01T20:52:02.087949] [INFO ] [main      ] RRX: Signal=1 (Conf=80.0%), Magnitude=-0.42% (Conf=49.9822%)
[2025-12-01T20:52:02.088288] [INFO ] [main      ] Fetching symbol history for GLOB...
[2025-12-01T20:52:02.088361] [DEBUG] [REMOTE    ] GLOB: Fetching historical data.
[2025-12-01T20:52:02.089649] [INFO ] [main      ] Progress: 528/769 forecasts completed (68.7%). RRX finished in 0.7s. ETA: 39.7s. Rate: 364.44 forecasts/min
[2025-12-01T20:52:02.096592] [INFO ] [LOCAL     ] NXP: Saved forecast.
[2025-12-01T20:52:02.096664] [INFO ] [main      ] NXP: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=38.4227%)
[2025-12-01T20:52:02.097019] [INFO ] [main      ] Fetching symbol history for DERM...
[2025-12-01T20:52:02.097069] [DEBUG] [REMOTE    ] DERM: Fetching historical data.
[2025-12-01T20:52:02.097627] [INFO ] [main      ] Progress: 529/769 forecasts completed (68.8%). NXP finished in 0.7s. ETA: 39.4s. Rate: 365.09 forecasts/min
[2025-12-01T20:52:02.101809] [DEBUG] [REMOTE    ] GLOB: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:02.102896] [DEBUG] [LOCAL     ] Loaded configuration for GLOB: 2 features, N/A% accuracy
[2025-12-01T20:52:02.102949] [INFO ] [LOCAL     ] GLOB: Loaded 2 optimal features with 56.74% confidence from JSON config
[2025-12-01T20:52:02.102979] [DEBUG] [MAG       ] Building data for symbol: GLOB with lookback: 0
[2025-12-01T20:52:02.103779] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:52:02.103837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:02.105494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:02.106004] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:02.109864] [DEBUG] [REMOTE    ] DERM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:02.111243] [DEBUG] [LOCAL     ] Loaded configuration for DERM: 6 features, N/A% accuracy
[2025-12-01T20:52:02.111297] [INFO ] [LOCAL     ] DERM: Loaded 6 optimal features with 58.97% confidence from JSON config
[2025-12-01T20:52:02.111329] [DEBUG] [MAG       ] Building data for symbol: DERM with lookback: 0
[2025-12-01T20:52:02.112164] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:02.112225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:02.117136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:02.119039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:02.119526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:02.119934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:02.120685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:52:02.121642] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:02.247265] [DEBUG] [MAG       ] AGMH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:02.293775] [DEBUG] [MAG       ] MEOH: Last date is validated at 2025-12-01
[2025-12-01T20:52:02.366594] [INFO ] [LOCAL     ] AGMH: Saved forecast.
[2025-12-01T20:52:02.366662] [INFO ] [main      ] AGMH: Signal=1 (Conf=80.0%), Magnitude=-11.66% (Conf=24.3155%)
[2025-12-01T20:52:02.367020] [INFO ] [main      ] Progress: 530/769 forecasts completed (68.9%). AGMH finished in 0.7s. ETA: 39.3s. Rate: 364.65 forecasts/min
[2025-12-01T20:52:02.367142] [INFO ] [main      ] Fetching symbol history for VWOB...
[2025-12-01T20:52:02.367183] [DEBUG] [REMOTE    ] VWOB: Fetching historical data.
[2025-12-01T20:52:02.381288] [DEBUG] [REMOTE    ] VWOB: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:02.382148] [DEBUG] [LOCAL     ] Loaded configuration for VWOB: 9 features, N/A% accuracy
[2025-12-01T20:52:02.382197] [INFO ] [LOCAL     ] VWOB: Loaded 9 optimal features with 75.01% confidence from JSON config
[2025-12-01T20:52:02.382227] [DEBUG] [MAG       ] Building data for symbol: VWOB with lookback: 0
[2025-12-01T20:52:02.383011] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:52:02.383072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:02.387926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:02.389754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:02.390218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:02.390623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:52:02.441195] [DEBUG] [MAG       ] GLOB: Last date is validated at 2025-12-01
[2025-12-01T20:52:02.465072] [DEBUG] [MAG       ] MEOH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:02.470405] [DEBUG] [MAG       ] DERM: Last date is validated at 2025-12-01
[2025-12-01T20:52:02.496092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:52:02.497305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:52:02.498561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:52:02.499865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:52:02.502514] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:02.553190] [INFO ] [LOCAL     ] MEOH: Saved forecast.
[2025-12-01T20:52:02.553255] [INFO ] [main      ] MEOH: Signal=1 (Conf=80.0%), Magnitude=1.09% (Conf=45.5074%)
[2025-12-01T20:52:02.553612] [INFO ] [main      ] Fetching symbol history for TPGXL...
[2025-12-01T20:52:02.553662] [DEBUG] [REMOTE    ] TPGXL: Fetching historical data.
[2025-12-01T20:52:02.553655] [INFO ] [main      ] Progress: 531/769 forecasts completed (69.1%). MEOH finished in 0.6s. ETA: 39.2s. Rate: 364.56 forecasts/min
[2025-12-01T20:52:02.566312] [DEBUG] [REMOTE    ] TPGXL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:02.567441] [DEBUG] [LOCAL     ] Loaded configuration for TPGXL: 8 features, N/A% accuracy
[2025-12-01T20:52:02.567489] [INFO ] [LOCAL     ] TPGXL: Loaded 8 optimal features with 57.50% confidence from JSON config
[2025-12-01T20:52:02.567518] [DEBUG] [MAG       ] Building data for symbol: TPGXL with lookback: 0
[2025-12-01T20:52:02.568276] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:52:02.568360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:02.573062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:02.574801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:02.575257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:02.575696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:02.576070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:02.578468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:52:02.609050] [DEBUG] [MAG       ] GLOB: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:02.643695] [DEBUG] [MAG       ] DERM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:02.687058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:52:02.688274] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:02.710696] [INFO ] [LOCAL     ] DERM: Saved forecast.
[2025-12-01T20:52:02.710760] [INFO ] [main      ] DERM: Signal=1 (Conf=80.0%), Magnitude=-6.74% (Conf=58.9714%)
[2025-12-01T20:52:02.710915] [INFO ] [main      ] Fetching symbol history for PZZA...
[2025-12-01T20:52:02.710958] [DEBUG] [REMOTE    ] PZZA: Fetching historical data.
[2025-12-01T20:52:02.712663] [INFO ] [main      ] Progress: 532/769 forecasts completed (69.2%). DERM finished in 0.6s. ETA: 39.0s. Rate: 364.58 forecasts/min
[2025-12-01T20:52:02.723564] [DEBUG] [REMOTE    ] PZZA: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:02.724692] [DEBUG] [LOCAL     ] Loaded configuration for PZZA: 1 features, N/A% accuracy
[2025-12-01T20:52:02.724744] [INFO ] [LOCAL     ] PZZA: Loaded 1 optimal features with 49.76% confidence from JSON config
[2025-12-01T20:52:02.724775] [DEBUG] [MAG       ] Building data for symbol: PZZA with lookback: 0
[2025-12-01T20:52:02.725522] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:52:02.725602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:52:02.728228] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:02.737139] [INFO ] [LOCAL     ] GLOB: Saved forecast.
[2025-12-01T20:52:02.737202] [INFO ] [main      ] GLOB: Signal=1 (Conf=80.0%), Magnitude=6.74% (Conf=56.7418%)
[2025-12-01T20:52:02.737543] [INFO ] [main      ] Fetching symbol history for FEMB...
[2025-12-01T20:52:02.737609] [DEBUG] [REMOTE    ] FEMB: Fetching historical data.
[2025-12-01T20:52:02.737653] [INFO ] [main      ] Progress: 533/769 forecasts completed (69.3%). GLOB finished in 0.6s. ETA: 38.8s. Rate: 365.16 forecasts/min
[2025-12-01T20:52:02.749967] [DEBUG] [REMOTE    ] FEMB: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:02.750850] [DEBUG] [LOCAL     ] Loaded configuration for FEMB: 4 features, N/A% accuracy
[2025-12-01T20:52:02.750907] [INFO ] [LOCAL     ] FEMB: Loaded 4 optimal features with 65.03% confidence from JSON config
[2025-12-01T20:52:02.750939] [DEBUG] [MAG       ] Building data for symbol: FEMB with lookback: 0
[2025-12-01T20:52:02.751705] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:52:02.751761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:02.756384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:02.758126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:02.758623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:02.758999] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:02.845222] [DEBUG] [MAG       ] VWOB: Last date is validated at 2025-12-01
[2025-12-01T20:52:03.008878] [DEBUG] [MAG       ] VWOB: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:03.025101] [DEBUG] [MAG       ] TPGXL: Last date is validated at 2025-12-01
[2025-12-01T20:52:03.068653] [DEBUG] [MAG       ] PZZA: Last date is validated at 2025-12-01
[2025-12-01T20:52:03.076945] [INFO ] [LOCAL     ] VWOB: Saved forecast.
[2025-12-01T20:52:03.077010] [INFO ] [main      ] VWOB: Signal=1 (Conf=80.0%), Magnitude=0.13% (Conf=75.0092%)
[2025-12-01T20:52:03.077357] [INFO ] [main      ] Progress: 534/769 forecasts completed (69.4%). VWOB finished in 0.7s. ETA: 38.7s. Rate: 364.44 forecasts/min
[2025-12-01T20:52:03.077477] [INFO ] [main      ] Fetching symbol history for UTF...
[2025-12-01T20:52:03.077519] [DEBUG] [REMOTE    ] UTF: Fetching historical data.
[2025-12-01T20:52:03.090645] [DEBUG] [REMOTE    ] UTF: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:03.091616] [DEBUG] [LOCAL     ] Loaded configuration for UTF: 3 features, N/A% accuracy
[2025-12-01T20:52:03.091683] [INFO ] [LOCAL     ] UTF: Loaded 3 optimal features with 56.34% confidence from JSON config
[2025-12-01T20:52:03.091717] [DEBUG] [MAG       ] Building data for symbol: UTF with lookback: 0
[2025-12-01T20:52:03.092548] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:52:03.092630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:03.095236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-01T20:52:03.096046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:52:03.099382] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:03.118796] [DEBUG] [MAG       ] FEMB: Last date is validated at 2025-12-01
[2025-12-01T20:52:03.191860] [DEBUG] [MAG       ] TPGXL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:03.233182] [DEBUG] [MAG       ] PZZA: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:03.252162] [INFO ] [LOCAL     ] TPGXL: Saved forecast.
[2025-12-01T20:52:03.252224] [INFO ] [main      ] TPGXL: Signal=1 (Conf=80.0%), Magnitude=-0.27% (Conf=57.5006%)
[2025-12-01T20:52:03.252559] [INFO ] [main      ] Fetching symbol history for NCTY...
[2025-12-01T20:52:03.252625] [DEBUG] [REMOTE    ] NCTY: Fetching historical data.
[2025-12-01T20:52:03.253658] [INFO ] [main      ] Progress: 535/769 forecasts completed (69.6%). TPGXL finished in 0.7s. ETA: 38.5s. Rate: 364.39 forecasts/min
[2025-12-01T20:52:03.265161] [DEBUG] [REMOTE    ] NCTY: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:03.266092] [DEBUG] [LOCAL     ] Loaded configuration for NCTY: 5 features, N/A% accuracy
[2025-12-01T20:52:03.266141] [INFO ] [LOCAL     ] NCTY: Loaded 5 optimal features with 55.93% confidence from JSON config
[2025-12-01T20:52:03.266171] [DEBUG] [MAG       ] Building data for symbol: NCTY with lookback: 0
[2025-12-01T20:52:03.266939] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:52:03.266996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:52:03.267836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:52:03.269479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:52:03.270226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-01T20:52:03.270904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-01T20:52:03.272204] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:03.285258] [DEBUG] [MAG       ] FEMB: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:03.325441] [INFO ] [LOCAL     ] PZZA: Saved forecast.
[2025-12-01T20:52:03.325512] [INFO ] [main      ] PZZA: Signal=1 (Conf=80.0%), Magnitude=2.83% (Conf=49.7611%)
[2025-12-01T20:52:03.325686] [INFO ] [main      ] Fetching symbol history for VTRS...
[2025-12-01T20:52:03.325730] [DEBUG] [REMOTE    ] VTRS: Fetching historical data.
[2025-12-01T20:52:03.327665] [INFO ] [main      ] Progress: 536/769 forecasts completed (69.7%). PZZA finished in 0.6s. ETA: 38.3s. Rate: 364.76 forecasts/min
[2025-12-01T20:52:03.338356] [DEBUG] [REMOTE    ] VTRS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:03.339276] [DEBUG] [LOCAL     ] Loaded configuration for VTRS: 9 features, N/A% accuracy
[2025-12-01T20:52:03.339326] [INFO ] [LOCAL     ] VTRS: Loaded 9 optimal features with 60.75% confidence from JSON config
[2025-12-01T20:52:03.339355] [DEBUG] [MAG       ] Building data for symbol: VTRS with lookback: 0
[2025-12-01T20:52:03.340115] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:52:03.340177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:03.342333] [INFO ] [LOCAL     ] FEMB: Saved forecast.
[2025-12-01T20:52:03.342397] [INFO ] [main      ] FEMB: Signal=1 (Conf=80.0%), Magnitude=0.25% (Conf=65.0283%)
[2025-12-01T20:52:03.342713] [INFO ] [main      ] Fetching symbol history for CRWD...
[2025-12-01T20:52:03.342765] [DEBUG] [REMOTE    ] CRWD: Fetching historical data.
[2025-12-01T20:52:03.343133] [INFO ] [main      ] Progress: 537/769 forecasts completed (69.8%). FEMB finished in 0.6s. ETA: 38.1s. Rate: 365.38 forecasts/min
[2025-12-01T20:52:03.344816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:03.346520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:03.346987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:03.347366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:03.349673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:52:03.351592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:52:03.355663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:52:03.355764] [DEBUG] [REMOTE    ] CRWD: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:03.356741] [DEBUG] [LOCAL     ] Loaded configuration for CRWD: 6 features, N/A% accuracy
[2025-12-01T20:52:03.356794] [INFO ] [LOCAL     ] CRWD: Loaded 6 optimal features with 52.08% confidence from JSON config
[2025-12-01T20:52:03.356781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-01T20:52:03.356826] [DEBUG] [MAG       ] Building data for symbol: CRWD with lookback: 0
[2025-12-01T20:52:03.357663] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:03.357722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:03.358211] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:03.362503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:03.364275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:03.364785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:03.415248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:52:03.417428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-01T20:52:03.418179] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:03.450811] [DEBUG] [MAG       ] UTF: Last date is validated at 2025-12-01
[2025-12-01T20:52:03.604500] [DEBUG] [MAG       ] NCTY: Last date is validated at 2025-12-01
[2025-12-01T20:52:03.619867] [DEBUG] [MAG       ] UTF: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:03.684779] [INFO ] [LOCAL     ] UTF: Saved forecast.
[2025-12-01T20:52:03.684845] [INFO ] [main      ] UTF: Signal=1 (Conf=80.0%), Magnitude=-0.26% (Conf=56.3356%)
[2025-12-01T20:52:03.685202] [INFO ] [main      ] Progress: 538/769 forecasts completed (70.0%). UTF finished in 0.6s. ETA: 38.0s. Rate: 364.64 forecasts/min
[2025-12-01T20:52:03.685324] [INFO ] [main      ] Fetching symbol history for AVAH...
[2025-12-01T20:52:03.685366] [DEBUG] [REMOTE    ] AVAH: Fetching historical data.
[2025-12-01T20:52:03.694222] [DEBUG] [MAG       ] VTRS: Last date is validated at 2025-12-01
[2025-12-01T20:52:03.698437] [DEBUG] [REMOTE    ] AVAH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:03.699339] [DEBUG] [LOCAL     ] Loaded configuration for AVAH: 5 features, N/A% accuracy
[2025-12-01T20:52:03.699389] [INFO ] [LOCAL     ] AVAH: Loaded 5 optimal features with 38.33% confidence from JSON config
[2025-12-01T20:52:03.699419] [DEBUG] [MAG       ] Building data for symbol: AVAH with lookback: 0
[2025-12-01T20:52:03.700188] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:52:03.701702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:03.705919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:03.742992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-01T20:52:03.746961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-01T20:52:03.748288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-01T20:52:03.750966] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:03.759050] [DEBUG] [MAG       ] CRWD: Last date is validated at 2025-12-01
[2025-12-01T20:52:03.771293] [DEBUG] [MAG       ] NCTY: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:03.847627] [INFO ] [LOCAL     ] NCTY: Saved forecast.
[2025-12-01T20:52:03.847691] [INFO ] [main      ] NCTY: Signal=1 (Conf=80.0%), Magnitude=-5.65% (Conf=55.9296%)
[2025-12-01T20:52:03.847844] [INFO ] [main      ] Fetching symbol history for JIVE...
[2025-12-01T20:52:03.847885] [DEBUG] [REMOTE    ] JIVE: Fetching historical data.
[2025-12-01T20:52:03.848853] [INFO ] [main      ] Progress: 539/769 forecasts completed (70.1%). NCTY finished in 0.6s. ETA: 37.8s. Rate: 364.65 forecasts/min
[2025-12-01T20:52:03.859346] [DEBUG] [MAG       ] VTRS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:03.862298] [DEBUG] [REMOTE    ] JIVE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:03.863169] [DEBUG] [LOCAL     ] Loaded configuration for JIVE: 6 features, N/A% accuracy
[2025-12-01T20:52:03.863218] [INFO ] [LOCAL     ] JIVE: Loaded 6 optimal features with 68.97% confidence from JSON config
[2025-12-01T20:52:03.863248] [DEBUG] [MAG       ] Building data for symbol: JIVE with lookback: 0
[2025-12-01T20:52:03.864316] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:03.864374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:03.869181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:52:03.870147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:03.920163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:52:03.922198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:52:03.923222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:03.925000] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:03.927427] [DEBUG] [MAG       ] CRWD: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:03.933489] [INFO ] [LOCAL     ] VTRS: Saved forecast.
[2025-12-01T20:52:03.933562] [INFO ] [main      ] VTRS: Signal=1 (Conf=80.0%), Magnitude=-0.54% (Conf=60.7463%)
[2025-12-01T20:52:03.933920] [INFO ] [main      ] Fetching symbol history for RYAN...
[2025-12-01T20:52:03.933969] [DEBUG] [REMOTE    ] RYAN: Fetching historical data.
[2025-12-01T20:52:03.934657] [INFO ] [main      ] Progress: 540/769 forecasts completed (70.2%). VTRS finished in 0.6s. ETA: 37.6s. Rate: 364.97 forecasts/min
[2025-12-01T20:52:03.947298] [DEBUG] [REMOTE    ] RYAN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:03.948412] [DEBUG] [LOCAL     ] Loaded configuration for RYAN: 8 features, N/A% accuracy
[2025-12-01T20:52:03.948462] [INFO ] [LOCAL     ] RYAN: Loaded 8 optimal features with 61.29% confidence from JSON config
[2025-12-01T20:52:03.948493] [DEBUG] [MAG       ] Building data for symbol: RYAN with lookback: 0
[2025-12-01T20:52:03.949252] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:52:03.949311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:03.950970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:03.951444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:03.951937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:03.952314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:03.999464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:52:04.003559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:52:04.005490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-01T20:52:04.007595] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:04.075518] [INFO ] [LOCAL     ] CRWD: Saved forecast.
[2025-12-01T20:52:04.075601] [INFO ] [main      ] CRWD: Signal=1 (Conf=80.0%), Magnitude=2.12% (Conf=52.0793%)
[2025-12-01T20:52:04.075947] [INFO ] [main      ] Fetching symbol history for CAE...
[2025-12-01T20:52:04.075996] [DEBUG] [REMOTE    ] CAE: Fetching historical data.
[2025-12-01T20:52:04.076667] [INFO ] [main      ] Progress: 541/769 forecasts completed (70.4%). CRWD finished in 0.7s. ETA: 37.5s. Rate: 365.06 forecasts/min
[2025-12-01T20:52:04.084354] [DEBUG] [MAG       ] AVAH: Last date is validated at 2025-12-01
[2025-12-01T20:52:04.088554] [DEBUG] [REMOTE    ] CAE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:04.089670] [DEBUG] [LOCAL     ] Loaded configuration for CAE: 6 features, N/A% accuracy
[2025-12-01T20:52:04.090044] [INFO ] [LOCAL     ] CAE: Loaded 6 optimal features with 55.46% confidence from JSON config
[2025-12-01T20:52:04.090082] [DEBUG] [MAG       ] Building data for symbol: CAE with lookback: 0
[2025-12-01T20:52:04.090874] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:04.090935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:04.095636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:04.096403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:52:04.097250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:52:04.204605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:52:04.253089] [DEBUG] [MAG       ] AVAH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:04.259799] [DEBUG] [MAG       ] JIVE: Last date is validated at 2025-12-01
[2025-12-01T20:52:04.276729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-01T20:52:04.278165] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:04.322685] [INFO ] [LOCAL     ] AVAH: Saved forecast.
[2025-12-01T20:52:04.322756] [INFO ] [main      ] AVAH: Signal=1 (Conf=80.0%), Magnitude=4.00% (Conf=38.3316%)
[2025-12-01T20:52:04.323152] [INFO ] [main      ] Progress: 542/769 forecasts completed (70.5%). AVAH finished in 0.6s. ETA: 37.3s. Rate: 364.73 forecasts/min
[2025-12-01T20:52:04.323282] [INFO ] [main      ] Fetching symbol history for STX...
[2025-12-01T20:52:04.323326] [DEBUG] [REMOTE    ] STX: Fetching historical data.
[2025-12-01T20:52:04.335647] [DEBUG] [MAG       ] RYAN: Last date is validated at 2025-12-01
[2025-12-01T20:52:04.337505] [DEBUG] [REMOTE    ] STX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:04.338441] [DEBUG] [LOCAL     ] Loaded configuration for STX: 6 features, N/A% accuracy
[2025-12-01T20:52:04.338504] [INFO ] [LOCAL     ] STX: Loaded 6 optimal features with 53.41% confidence from JSON config
[2025-12-01T20:52:04.338549] [DEBUG] [MAG       ] Building data for symbol: STX with lookback: 0
[2025-12-01T20:52:04.339633] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:04.339695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:04.341419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:04.341965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:04.342447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:04.343220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:04.383131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:52:04.384286] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:04.424767] [DEBUG] [MAG       ] JIVE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:04.499744] [DEBUG] [MAG       ] RYAN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:04.510828] [INFO ] [LOCAL     ] JIVE: Saved forecast.
[2025-12-01T20:52:04.510892] [INFO ] [main      ] JIVE: Signal=1 (Conf=80.0%), Magnitude=-0.06% (Conf=68.9715%)
[2025-12-01T20:52:04.511307] [INFO ] [main      ] Fetching symbol history for SONN...
[2025-12-01T20:52:04.511357] [DEBUG] [REMOTE    ] SONN: Fetching historical data.
[2025-12-01T20:52:04.511660] [INFO ] [main      ] Progress: 543/769 forecasts completed (70.6%). JIVE finished in 0.7s. ETA: 37.2s. Rate: 364.63 forecasts/min
[2025-12-01T20:52:04.524317] [DEBUG] [REMOTE    ] SONN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:04.525071] [DEBUG] [LOCAL     ] Loaded configuration for SONN: 4 features, N/A% accuracy
[2025-12-01T20:52:04.525121] [INFO ] [LOCAL     ] SONN: Loaded 4 optimal features with 54.89% confidence from JSON config
[2025-12-01T20:52:04.525151] [DEBUG] [MAG       ] Building data for symbol: SONN with lookback: 0
[2025-12-01T20:52:04.525920] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:52:04.525978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:04.530734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:04.532451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:04.532924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:52:04.535639] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:04.597922] [INFO ] [LOCAL     ] RYAN: Saved forecast.
[2025-12-01T20:52:04.597994] [INFO ] [main      ] RYAN: Signal=1 (Conf=80.0%), Magnitude=-0.39% (Conf=61.2946%)
[2025-12-01T20:52:04.598334] [INFO ] [main      ] Fetching symbol history for OIA...
[2025-12-01T20:52:04.598392] [DEBUG] [REMOTE    ] OIA: Fetching historical data.
[2025-12-01T20:52:04.599661] [INFO ] [main      ] Progress: 544/769 forecasts completed (70.7%). RYAN finished in 0.7s. ETA: 37.0s. Rate: 364.94 forecasts/min
[2025-12-01T20:52:04.609817] [DEBUG] [MAG       ] CAE: Last date is validated at 2025-12-01
[2025-12-01T20:52:04.611235] [DEBUG] [REMOTE    ] OIA: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:04.612348] [DEBUG] [LOCAL     ] Loaded configuration for OIA: 2 features, N/A% accuracy
[2025-12-01T20:52:04.612397] [INFO ] [LOCAL     ] OIA: Loaded 2 optimal features with 46.25% confidence from JSON config
[2025-12-01T20:52:04.612428] [DEBUG] [MAG       ] Building data for symbol: OIA with lookback: 0
[2025-12-01T20:52:04.613216] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:52:04.613272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:04.617999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:52:04.636387] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:04.741847] [DEBUG] [MAG       ] STX: Last date is validated at 2025-12-01
[2025-12-01T20:52:04.775904] [DEBUG] [MAG       ] CAE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:04.855334] [INFO ] [LOCAL     ] CAE: Saved forecast.
[2025-12-01T20:52:04.855402] [INFO ] [main      ] CAE: Signal=1 (Conf=80.0%), Magnitude=0.63% (Conf=55.4624%)
[2025-12-01T20:52:04.855753] [INFO ] [main      ] Fetching symbol history for KOSS...
[2025-12-01T20:52:04.855804] [DEBUG] [REMOTE    ] KOSS: Fetching historical data.
[2025-12-01T20:52:04.856657] [INFO ] [main      ] Progress: 545/769 forecasts completed (70.9%). CAE finished in 0.8s. ETA: 36.9s. Rate: 364.56 forecasts/min
[2025-12-01T20:52:04.868333] [DEBUG] [REMOTE    ] KOSS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:04.869059] [DEBUG] [MAG       ] SONN: Last date is validated at 2025-12-01
[2025-12-01T20:52:04.869465] [DEBUG] [LOCAL     ] Loaded configuration for KOSS: 6 features, N/A% accuracy
[2025-12-01T20:52:04.869517] [INFO ] [LOCAL     ] KOSS: Loaded 6 optimal features with 53.92% confidence from JSON config
[2025-12-01T20:52:04.869549] [DEBUG] [MAG       ] Building data for symbol: KOSS with lookback: 0
[2025-12-01T20:52:04.870340] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:04.870399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:04.875294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:04.877087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:04.877558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:04.878011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:04.878424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:04.880919] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:04.918323] [DEBUG] [MAG       ] STX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:04.968508] [DEBUG] [MAG       ] OIA: Last date is validated at 2025-12-01
[2025-12-01T20:52:05.035872] [DEBUG] [MAG       ] SONN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:05.061554] [INFO ] [LOCAL     ] STX: Saved forecast.
[2025-12-01T20:52:05.061641] [INFO ] [main      ] STX: Signal=1 (Conf=80.0%), Magnitude=-0.44% (Conf=53.4063%)
[2025-12-01T20:52:05.061803] [INFO ] [main      ] Fetching symbol history for CLS...
[2025-12-01T20:52:05.061850] [DEBUG] [REMOTE    ] CLS: Fetching historical data.
[2025-12-01T20:52:05.063326] [INFO ] [main      ] Progress: 546/769 forecasts completed (71.0%). STX finished in 0.7s. ETA: 36.7s. Rate: 364.39 forecasts/min
[2025-12-01T20:52:05.079340] [DEBUG] [REMOTE    ] CLS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:05.080305] [DEBUG] [LOCAL     ] Loaded configuration for CLS: 6 features, N/A% accuracy
[2025-12-01T20:52:05.080366] [INFO ] [LOCAL     ] CLS: Loaded 6 optimal features with 61.77% confidence from JSON config
[2025-12-01T20:52:05.080398] [DEBUG] [MAG       ] Building data for symbol: CLS with lookback: 0
[2025-12-01T20:52:05.081257] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:05.081318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:05.083046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:05.083564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:05.084041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:05.084440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:52:05.119174] [INFO ] [LOCAL     ] SONN: Saved forecast.
[2025-12-01T20:52:05.119241] [INFO ] [main      ] SONN: Signal=1 (Conf=80.0%), Magnitude=8.47% (Conf=54.8916%)
[2025-12-01T20:52:05.119398] [INFO ] [main      ] Fetching symbol history for WFRD...
[2025-12-01T20:52:05.119440] [DEBUG] [REMOTE    ] WFRD: Fetching historical data.
[2025-12-01T20:52:05.121719] [INFO ] [main      ] Progress: 547/769 forecasts completed (71.1%). SONN finished in 0.6s. ETA: 36.5s. Rate: 364.82 forecasts/min
[2025-12-01T20:52:05.132752] [DEBUG] [REMOTE    ] WFRD: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:05.133654] [DEBUG] [LOCAL     ] Loaded configuration for WFRD: 3 features, N/A% accuracy
[2025-12-01T20:52:05.133705] [INFO ] [LOCAL     ] WFRD: Loaded 3 optimal features with 57.95% confidence from JSON config
[2025-12-01T20:52:05.133735] [DEBUG] [MAG       ] Building data for symbol: WFRD with lookback: 0
[2025-12-01T20:52:05.134479] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:52:05.134534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:52:05.134979] [DEBUG] [MAG       ] OIA: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:05.135418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-01T20:52:05.137505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:52:05.138654] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:05.191823] [INFO ] [LOCAL     ] OIA: Saved forecast.
[2025-12-01T20:52:05.191888] [INFO ] [main      ] OIA: Signal=1 (Conf=80.0%), Magnitude=-0.75% (Conf=46.2485%)
[2025-12-01T20:52:05.192227] [INFO ] [main      ] Fetching symbol history for GNE...
[2025-12-01T20:52:05.192276] [DEBUG] [REMOTE    ] GNE: Fetching historical data.
[2025-12-01T20:52:05.192669] [INFO ] [main      ] Progress: 548/769 forecasts completed (71.3%). OIA finished in 0.6s. ETA: 36.3s. Rate: 365.20 forecasts/min
[2025-12-01T20:52:05.200894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:05.205449] [DEBUG] [REMOTE    ] GNE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:05.206311] [DEBUG] [LOCAL     ] Loaded configuration for GNE: 4 features, N/A% accuracy
[2025-12-01T20:52:05.206365] [INFO ] [LOCAL     ] GNE: Loaded 4 optimal features with 49.13% confidence from JSON config
[2025-12-01T20:52:05.206395] [DEBUG] [MAG       ] Building data for symbol: GNE with lookback: 0
[2025-12-01T20:52:05.207143] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:52:05.207201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:05.211926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:52:05.213554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:05.228948] [DEBUG] [MAG       ] KOSS: Last date is validated at 2025-12-01
[2025-12-01T20:52:05.250694] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:05.251591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-01T20:52:05.252961] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:05.392819] [DEBUG] [MAG       ] KOSS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:05.457795] [INFO ] [LOCAL     ] KOSS: Saved forecast.
[2025-12-01T20:52:05.457862] [INFO ] [main      ] KOSS: Signal=1 (Conf=80.0%), Magnitude=-1.68% (Conf=53.9175%)
[2025-12-01T20:52:05.458210] [INFO ] [main      ] Fetching symbol history for TRGP...
[2025-12-01T20:52:05.458261] [DEBUG] [REMOTE    ] TRGP: Fetching historical data.
[2025-12-01T20:52:05.459647] [INFO ] [main      ] Progress: 549/769 forecasts completed (71.4%). KOSS finished in 0.6s. ETA: 36.2s. Rate: 364.79 forecasts/min
[2025-12-01T20:52:05.471623] [DEBUG] [MAG       ] WFRD: Last date is validated at 2025-12-01
[2025-12-01T20:52:05.472509] [DEBUG] [REMOTE    ] TRGP: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:05.473666] [DEBUG] [LOCAL     ] Loaded configuration for TRGP: 3 features, N/A% accuracy
[2025-12-01T20:52:05.473718] [INFO ] [LOCAL     ] TRGP: Loaded 3 optimal features with 37.44% confidence from JSON config
[2025-12-01T20:52:05.473748] [DEBUG] [MAG       ] Building data for symbol: TRGP with lookback: 0
[2025-12-01T20:52:05.474504] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:52:05.474564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:52:05.476371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:52:05.478413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:52:05.479102] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:05.582294] [DEBUG] [MAG       ] GNE: Last date is validated at 2025-12-01
[2025-12-01T20:52:05.597305] [DEBUG] [MAG       ] CLS: Last date is validated at 2025-12-01
[2025-12-01T20:52:05.637414] [DEBUG] [MAG       ] WFRD: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:05.739108] [INFO ] [LOCAL     ] WFRD: Saved forecast.
[2025-12-01T20:52:05.739170] [INFO ] [main      ] WFRD: Signal=1 (Conf=80.0%), Magnitude=4.03% (Conf=57.9462%)
[2025-12-01T20:52:05.739521] [INFO ] [main      ] Fetching symbol history for INFY...
[2025-12-01T20:52:05.739600] [DEBUG] [REMOTE    ] INFY: Fetching historical data.
[2025-12-01T20:52:05.739667] [INFO ] [main      ] Progress: 550/769 forecasts completed (71.5%). WFRD finished in 0.6s. ETA: 36.1s. Rate: 364.32 forecasts/min
[2025-12-01T20:52:05.751658] [DEBUG] [MAG       ] GNE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:05.753874] [DEBUG] [REMOTE    ] INFY: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:05.754763] [DEBUG] [LOCAL     ] Loaded configuration for INFY: 12 features, N/A% accuracy
[2025-12-01T20:52:05.754821] [INFO ] [LOCAL     ] INFY: Loaded 12 optimal features with 52.84% confidence from JSON config
[2025-12-01T20:52:05.754853] [DEBUG] [MAG       ] Building data for symbol: INFY with lookback: 0
[2025-12-01T20:52:05.755650] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2025-12-01T20:52:05.755713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:05.760508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:05.766436] [DEBUG] [MAG       ] CLS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:05.813079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:52:05.814311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:52:05.814931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-01T20:52:05.818824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:05.820523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:05.821034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:52:05.822057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:52:05.823618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:52:05.824614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-01T20:52:05.825261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-01T20:52:05.825955] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:05.828508] [INFO ] [LOCAL     ] GNE: Saved forecast.
[2025-12-01T20:52:05.828611] [INFO ] [main      ] GNE: Signal=1 (Conf=80.0%), Magnitude=2.02% (Conf=49.1263%)
[2025-12-01T20:52:05.828981] [INFO ] [main      ] Fetching symbol history for AROC...
[2025-12-01T20:52:05.829030] [DEBUG] [REMOTE    ] AROC: Fetching historical data.
[2025-12-01T20:52:05.829062] [INFO ] [main      ] Progress: 551/769 forecasts completed (71.7%). GNE finished in 0.6s. ETA: 35.9s. Rate: 364.63 forecasts/min
[2025-12-01T20:52:05.838685] [DEBUG] [MAG       ] TRGP: Last date is validated at 2025-12-01
[2025-12-01T20:52:05.842654] [DEBUG] [REMOTE    ] AROC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:05.843666] [DEBUG] [LOCAL     ] Loaded configuration for AROC: 6 features, N/A% accuracy
[2025-12-01T20:52:05.843723] [INFO ] [LOCAL     ] AROC: Loaded 6 optimal features with 54.08% confidence from JSON config
[2025-12-01T20:52:05.843754] [DEBUG] [MAG       ] Building data for symbol: AROC with lookback: 0
[2025-12-01T20:52:05.844487] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:05.844544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:05.846189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:05.846738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:05.847108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:05.849396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:05.886783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:52:05.887557] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:05.923775] [INFO ] [LOCAL     ] CLS: Saved forecast.
[2025-12-01T20:52:05.923842] [INFO ] [main      ] CLS: Signal=1 (Conf=80.0%), Magnitude=-2.31% (Conf=61.7683%)
[2025-12-01T20:52:05.924196] [INFO ] [main      ] Progress: 552/769 forecasts completed (71.8%). CLS finished in 0.9s. ETA: 35.7s. Rate: 364.90 forecasts/min
[2025-12-01T20:52:05.924317] [INFO ] [main      ] Fetching symbol history for MTN...
[2025-12-01T20:52:05.924358] [DEBUG] [REMOTE    ] MTN: Fetching historical data.
[2025-12-01T20:52:05.938701] [DEBUG] [REMOTE    ] MTN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:05.939423] [DEBUG] [LOCAL     ] Loaded configuration for MTN: 4 features, N/A% accuracy
[2025-12-01T20:52:05.939472] [INFO ] [LOCAL     ] MTN: Loaded 4 optimal features with 57.26% confidence from JSON config
[2025-12-01T20:52:05.939501] [DEBUG] [MAG       ] Building data for symbol: MTN with lookback: 0
[2025-12-01T20:52:05.940265] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:52:05.940324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:05.944968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:05.945749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:05.948022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:52:05.962217] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:06.000703] [DEBUG] [MAG       ] TRGP: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:06.150240] [INFO ] [LOCAL     ] TRGP: Saved forecast.
[2025-12-01T20:52:06.150306] [INFO ] [main      ] TRGP: Signal=1 (Conf=80.0%), Magnitude=0.88% (Conf=37.4428%)
[2025-12-01T20:52:06.150699] [INFO ] [main      ] Fetching symbol history for MRM...
[2025-12-01T20:52:06.150752] [DEBUG] [REMOTE    ] MRM: Fetching historical data.
[2025-12-01T20:52:06.151646] [INFO ] [main      ] Progress: 553/769 forecasts completed (71.9%). TRGP finished in 0.7s. ETA: 35.5s. Rate: 364.65 forecasts/min
[2025-12-01T20:52:06.158269] [DEBUG] [MAG       ] INFY: Last date is validated at 2025-12-01
[2025-12-01T20:52:06.163039] [DEBUG] [REMOTE    ] MRM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:06.164069] [DEBUG] [LOCAL     ] Loaded configuration for MRM: 7 features, N/A% accuracy
[2025-12-01T20:52:06.164121] [INFO ] [LOCAL     ] MRM: Loaded 7 optimal features with 36.90% confidence from JSON config
[2025-12-01T20:52:06.164152] [DEBUG] [MAG       ] Building data for symbol: MRM with lookback: 0
[2025-12-01T20:52:06.164957] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:52:06.165021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:06.166754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:06.167258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:06.167664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:52:06.168545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:52:06.169495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:52:06.170712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-01T20:52:06.171797] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:06.217984] [DEBUG] [MAG       ] AROC: Last date is validated at 2025-12-01
[2025-12-01T20:52:06.291963] [DEBUG] [MAG       ] MTN: Last date is validated at 2025-12-01
[2025-12-01T20:52:06.325961] [DEBUG] [MAG       ] INFY: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:06.382474] [DEBUG] [MAG       ] AROC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:06.401286] [INFO ] [LOCAL     ] INFY: Saved forecast.
[2025-12-01T20:52:06.401350] [INFO ] [main      ] INFY: Signal=1 (Conf=80.0%), Magnitude=-0.52% (Conf=52.8384%)
[2025-12-01T20:52:06.401728] [INFO ] [main      ] Fetching symbol history for SIFY...
[2025-12-01T20:52:06.401779] [DEBUG] [REMOTE    ] SIFY: Fetching historical data.
[2025-12-01T20:52:06.403444] [INFO ] [main      ] Progress: 554/769 forecasts completed (72.0%). INFY finished in 0.7s. ETA: 35.4s. Rate: 364.30 forecasts/min
[2025-12-01T20:52:06.414610] [DEBUG] [REMOTE    ] SIFY: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:06.415475] [DEBUG] [LOCAL     ] Loaded configuration for SIFY: 3 features, N/A% accuracy
[2025-12-01T20:52:06.415524] [INFO ] [LOCAL     ] SIFY: Loaded 3 optimal features with 57.47% confidence from JSON config
[2025-12-01T20:52:06.415555] [DEBUG] [MAG       ] Building data for symbol: SIFY with lookback: 0
[2025-12-01T20:52:06.416337] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:52:06.416395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:52:06.456448] [DEBUG] [MAG       ] MTN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:06.464969] [INFO ] [LOCAL     ] AROC: Saved forecast.
[2025-12-01T20:52:06.465036] [INFO ] [main      ] AROC: Signal=1 (Conf=80.0%), Magnitude=0.29% (Conf=54.0804%)
[2025-12-01T20:52:06.465375] [INFO ] [main      ] Fetching symbol history for STKS...
[2025-12-01T20:52:06.465426] [DEBUG] [REMOTE    ] STKS: Fetching historical data.
[2025-12-01T20:52:06.466663] [INFO ] [main      ] Progress: 555/769 forecasts completed (72.2%). AROC finished in 0.6s. ETA: 35.2s. Rate: 364.71 forecasts/min
[2025-12-01T20:52:06.478647] [DEBUG] [REMOTE    ] STKS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:06.479371] [DEBUG] [LOCAL     ] Loaded configuration for STKS: 1 features, N/A% accuracy
[2025-12-01T20:52:06.479426] [INFO ] [LOCAL     ] STKS: Loaded 1 optimal features with 57.87% confidence from JSON config
[2025-12-01T20:52:06.479458] [DEBUG] [MAG       ] Building data for symbol: STKS with lookback: 0
[2025-12-01T20:52:06.480238] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:52:06.480295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:06.481011] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:06.521231] [DEBUG] [MAG       ] MRM: Last date is validated at 2025-12-01
[2025-12-01T20:52:06.523931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:52:06.525324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:52:06.529878] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:06.575193] [INFO ] [LOCAL     ] MTN: Saved forecast.
[2025-12-01T20:52:06.575259] [INFO ] [main      ] MTN: Signal=1 (Conf=80.0%), Magnitude=-1.65% (Conf=57.2605%)
[2025-12-01T20:52:06.575413] [INFO ] [main      ] Fetching symbol history for SFB...
[2025-12-01T20:52:06.575455] [DEBUG] [REMOTE    ] SFB: Fetching historical data.
[2025-12-01T20:52:06.576655] [INFO ] [main      ] Progress: 556/769 forecasts completed (72.3%). MTN finished in 0.7s. ETA: 35.0s. Rate: 364.93 forecasts/min
[2025-12-01T20:52:06.588265] [DEBUG] [REMOTE    ] SFB: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:06.589279] [DEBUG] [LOCAL     ] Loaded configuration for SFB: 5 features, N/A% accuracy
[2025-12-01T20:52:06.589329] [INFO ] [LOCAL     ] SFB: Loaded 5 optimal features with 60.73% confidence from JSON config
[2025-12-01T20:52:06.589358] [DEBUG] [MAG       ] Building data for symbol: SFB with lookback: 0
[2025-12-01T20:52:06.590122] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:52:06.590180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:06.594802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:06.596518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:06.596984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:06.634654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-01T20:52:06.635835] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:06.694199] [DEBUG] [MAG       ] MRM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:06.757339] [INFO ] [LOCAL     ] MRM: Saved forecast.
[2025-12-01T20:52:06.757405] [INFO ] [main      ] MRM: Signal=1 (Conf=80.0%), Magnitude=-11.92% (Conf=36.9009%)
[2025-12-01T20:52:06.757757] [INFO ] [main      ] Fetching symbol history for NDMO...
[2025-12-01T20:52:06.757818] [DEBUG] [REMOTE    ] NDMO: Fetching historical data.
[2025-12-01T20:52:06.758658] [INFO ] [main      ] Progress: 557/769 forecasts completed (72.4%). MRM finished in 0.6s. ETA: 34.9s. Rate: 364.86 forecasts/min
[2025-12-01T20:52:06.771858] [DEBUG] [REMOTE    ] NDMO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:06.772908] [DEBUG] [LOCAL     ] Loaded configuration for NDMO: 10 features, N/A% accuracy
[2025-12-01T20:52:06.772962] [INFO ] [LOCAL     ] NDMO: Loaded 10 optimal features with 40.85% confidence from JSON config
[2025-12-01T20:52:06.772994] [DEBUG] [MAG       ] Building data for symbol: NDMO with lookback: 0
[2025-12-01T20:52:06.773848] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-01T20:52:06.773918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:06.778787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:06.780542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:06.781068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:06.781487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:06.813438] [DEBUG] [MAG       ] STKS: Last date is validated at 2025-12-01
[2025-12-01T20:52:06.821890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:06.864526] [DEBUG] [MAG       ] SIFY: Last date is validated at 2025-12-01
[2025-12-01T20:52:06.873327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:52:06.876410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:06.876925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:52:06.878020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-01T20:52:06.880054] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:06.964667] [DEBUG] [MAG       ] SFB: Last date is validated at 2025-12-01
[2025-12-01T20:52:06.977019] [DEBUG] [MAG       ] STKS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:07.029190] [DEBUG] [MAG       ] SIFY: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:07.030476] [INFO ] [LOCAL     ] STKS: Saved forecast.
[2025-12-01T20:52:07.030540] [INFO ] [main      ] STKS: Signal=1 (Conf=80.0%), Magnitude=-2.65% (Conf=57.869%)
[2025-12-01T20:52:07.030991] [INFO ] [main      ] Fetching symbol history for IFS...
[2025-12-01T20:52:07.031041] [DEBUG] [REMOTE    ] IFS: Fetching historical data.
[2025-12-01T20:52:07.031658] [INFO ] [main      ] Progress: 558/769 forecasts completed (72.6%). STKS finished in 0.6s. ETA: 34.7s. Rate: 364.42 forecasts/min
[2025-12-01T20:52:07.043499] [DEBUG] [REMOTE    ] IFS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:07.044641] [DEBUG] [LOCAL     ] Loaded configuration for IFS: 2 features, N/A% accuracy
[2025-12-01T20:52:07.044691] [INFO ] [LOCAL     ] IFS: Loaded 2 optimal features with 62.40% confidence from JSON config
[2025-12-01T20:52:07.044722] [DEBUG] [MAG       ] Building data for symbol: IFS with lookback: 0
[2025-12-01T20:52:07.045458] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:52:07.045514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:07.050175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:52:07.052061] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:07.098761] [INFO ] [LOCAL     ] SIFY: Saved forecast.
[2025-12-01T20:52:07.098827] [INFO ] [main      ] SIFY: Signal=1 (Conf=80.0%), Magnitude=2.64% (Conf=57.4695%)
[2025-12-01T20:52:07.098987] [INFO ] [main      ] Fetching symbol history for DSGX...
[2025-12-01T20:52:07.099031] [DEBUG] [REMOTE    ] DSGX: Fetching historical data.
[2025-12-01T20:52:07.100298] [INFO ] [main      ] Progress: 559/769 forecasts completed (72.7%). SIFY finished in 0.7s. ETA: 34.5s. Rate: 364.80 forecasts/min
[2025-12-01T20:52:07.112925] [DEBUG] [REMOTE    ] DSGX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:07.113997] [DEBUG] [LOCAL     ] Loaded configuration for DSGX: 3 features, N/A% accuracy
[2025-12-01T20:52:07.114050] [INFO ] [LOCAL     ] DSGX: Loaded 3 optimal features with 55.96% confidence from JSON config
[2025-12-01T20:52:07.114081] [DEBUG] [MAG       ] Building data for symbol: DSGX with lookback: 0
[2025-12-01T20:52:07.114868] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:52:07.114927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:07.119785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:07.135025] [DEBUG] [MAG       ] SFB: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:07.158064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:52:07.158948] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:07.197755] [INFO ] [LOCAL     ] SFB: Saved forecast.
[2025-12-01T20:52:07.197822] [INFO ] [main      ] SFB: Signal=1 (Conf=80.0%), Magnitude=-0.02% (Conf=60.7329%)
[2025-12-01T20:52:07.198537] [INFO ] [main      ] Fetching symbol history for ICOP...
[2025-12-01T20:52:07.198604] [DEBUG] [REMOTE    ] ICOP: Fetching historical data.
[2025-12-01T20:52:07.198652] [INFO ] [main      ] Progress: 560/769 forecasts completed (72.8%). SFB finished in 0.6s. ETA: 34.3s. Rate: 365.07 forecasts/min
[2025-12-01T20:52:07.213423] [DEBUG] [REMOTE    ] ICOP: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:07.214396] [DEBUG] [LOCAL     ] Loaded configuration for ICOP: 3 features, N/A% accuracy
[2025-12-01T20:52:07.214446] [INFO ] [LOCAL     ] ICOP: Loaded 3 optimal features with 62.29% confidence from JSON config
[2025-12-01T20:52:07.214476] [DEBUG] [MAG       ] Building data for symbol: ICOP with lookback: 0
[2025-12-01T20:52:07.215265] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:52:07.215323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:07.220010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:52:07.221117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-01T20:52:07.223747] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:07.227722] [DEBUG] [MAG       ] NDMO: Last date is validated at 2025-12-01
[2025-12-01T20:52:07.397457] [DEBUG] [MAG       ] IFS: Last date is validated at 2025-12-01
[2025-12-01T20:52:07.398938] [DEBUG] [MAG       ] NDMO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:07.465851] [INFO ] [LOCAL     ] NDMO: Saved forecast.
[2025-12-01T20:52:07.465932] [INFO ] [main      ] NDMO: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=40.8462%)
[2025-12-01T20:52:07.466400] [INFO ] [main      ] Fetching symbol history for MASI...
[2025-12-01T20:52:07.466465] [DEBUG] [REMOTE    ] MASI: Fetching historical data.
[2025-12-01T20:52:07.466673] [INFO ] [main      ] Progress: 561/769 forecasts completed (73.0%). NDMO finished in 0.7s. ETA: 34.2s. Rate: 364.66 forecasts/min
[2025-12-01T20:52:07.479753] [DEBUG] [REMOTE    ] MASI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:07.480907] [DEBUG] [LOCAL     ] Loaded configuration for MASI: 1 features, N/A% accuracy
[2025-12-01T20:52:07.480959] [INFO ] [LOCAL     ] MASI: Loaded 1 optimal features with 62.54% confidence from JSON config
[2025-12-01T20:52:07.480990] [DEBUG] [MAG       ] Building data for symbol: MASI with lookback: 0
[2025-12-01T20:52:07.481796] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:52:07.481855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:07.486626] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:07.495120] [DEBUG] [MAG       ] DSGX: Last date is validated at 2025-12-01
[2025-12-01T20:52:07.551341] [DEBUG] [MAG       ] ICOP: Last date is validated at 2025-12-01
[2025-12-01T20:52:07.570820] [DEBUG] [MAG       ] IFS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:07.645859] [INFO ] [LOCAL     ] IFS: Saved forecast.
[2025-12-01T20:52:07.645929] [INFO ] [main      ] IFS: Signal=1 (Conf=80.0%), Magnitude=-0.17% (Conf=62.4004%)
[2025-12-01T20:52:07.646331] [INFO ] [main      ] Fetching symbol history for DTSS...
[2025-12-01T20:52:07.646383] [DEBUG] [REMOTE    ] DTSS: Fetching historical data.
[2025-12-01T20:52:07.647260] [INFO ] [main      ] Progress: 562/769 forecasts completed (73.1%). IFS finished in 0.6s. ETA: 34.1s. Rate: 364.59 forecasts/min
[2025-12-01T20:52:07.659675] [DEBUG] [REMOTE    ] DTSS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:07.660787] [DEBUG] [LOCAL     ] Loaded configuration for DTSS: 6 features, N/A% accuracy
[2025-12-01T20:52:07.660844] [INFO ] [LOCAL     ] DTSS: Loaded 6 optimal features with 28.78% confidence from JSON config
[2025-12-01T20:52:07.660876] [DEBUG] [MAG       ] Building data for symbol: DTSS with lookback: 0
[2025-12-01T20:52:07.661790] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:07.661850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:07.663565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:07.664110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:07.664258] [DEBUG] [MAG       ] DSGX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:07.664498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:07.667193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:52:07.668621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-01T20:52:07.670722] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:07.719784] [DEBUG] [MAG       ] ICOP: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:07.770217] [INFO ] [LOCAL     ] DSGX: Saved forecast.
[2025-12-01T20:52:07.770282] [INFO ] [main      ] DSGX: Signal=1 (Conf=80.0%), Magnitude=-1.68% (Conf=55.9562%)
[2025-12-01T20:52:07.770648] [INFO ] [main      ] Fetching symbol history for OMC...
[2025-12-01T20:52:07.770711] [DEBUG] [REMOTE    ] OMC: Fetching historical data.
[2025-12-01T20:52:07.770669] [INFO ] [main      ] Progress: 563/769 forecasts completed (73.2%). DSGX finished in 0.7s. ETA: 33.9s. Rate: 364.76 forecasts/min
[2025-12-01T20:52:07.783608] [DEBUG] [REMOTE    ] OMC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:07.784506] [DEBUG] [LOCAL     ] Loaded configuration for OMC: 6 features, N/A% accuracy
[2025-12-01T20:52:07.784556] [INFO ] [LOCAL     ] OMC: Loaded 6 optimal features with 53.21% confidence from JSON config
[2025-12-01T20:52:07.784609] [DEBUG] [MAG       ] Building data for symbol: OMC with lookback: 0
[2025-12-01T20:52:07.785349] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:07.785408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:07.791069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:07.792037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:07.794328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:07.795064] [INFO ] [LOCAL     ] ICOP: Saved forecast.
[2025-12-01T20:52:07.795131] [INFO ] [main      ] ICOP: Signal=1 (Conf=80.0%), Magnitude=0.47% (Conf=62.2853%)
[2025-12-01T20:52:07.795555] [INFO ] [main      ] Fetching symbol history for WERN...
[2025-12-01T20:52:07.795626] [DEBUG] [REMOTE    ] WERN: Fetching historical data.
[2025-12-01T20:52:07.795622] [INFO ] [main      ] Progress: 564/769 forecasts completed (73.3%). ICOP finished in 0.6s. ETA: 33.7s. Rate: 365.30 forecasts/min
[2025-12-01T20:52:07.809336] [DEBUG] [REMOTE    ] WERN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:07.810152] [DEBUG] [LOCAL     ] Loaded configuration for WERN: 4 features, N/A% accuracy
[2025-12-01T20:52:07.810201] [INFO ] [LOCAL     ] WERN: Loaded 4 optimal features with 62.07% confidence from JSON config
[2025-12-01T20:52:07.810231] [DEBUG] [MAG       ] Building data for symbol: WERN with lookback: 0
[2025-12-01T20:52:07.810990] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:52:07.811048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:07.812699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:07.813172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:07.813624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:07.814350] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:07.838864] [DEBUG] [MAG       ] MASI: Last date is validated at 2025-12-01
[2025-12-01T20:52:07.843245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:52:07.843981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:52:07.848129] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:08.008497] [DEBUG] [MAG       ] MASI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:08.011518] [DEBUG] [MAG       ] DTSS: Last date is validated at 2025-12-01
[2025-12-01T20:52:08.122310] [INFO ] [LOCAL     ] MASI: Saved forecast.
[2025-12-01T20:52:08.122381] [INFO ] [main      ] MASI: Signal=1 (Conf=80.0%), Magnitude=1.03% (Conf=62.5431%)
[2025-12-01T20:52:08.122745] [INFO ] [main      ] Fetching symbol history for RHP...
[2025-12-01T20:52:08.122795] [DEBUG] [REMOTE    ] RHP: Fetching historical data.
[2025-12-01T20:52:08.124645] [INFO ] [main      ] Progress: 565/769 forecasts completed (73.5%). MASI finished in 0.7s. ETA: 33.6s. Rate: 364.66 forecasts/min
[2025-12-01T20:52:08.135356] [DEBUG] [REMOTE    ] RHP: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:08.136415] [DEBUG] [LOCAL     ] Loaded configuration for RHP: 1 features, N/A% accuracy
[2025-12-01T20:52:08.136464] [INFO ] [LOCAL     ] RHP: Loaded 1 optimal features with 62.02% confidence from JSON config
[2025-12-01T20:52:08.136493] [DEBUG] [MAG       ] Building data for symbol: RHP with lookback: 0
[2025-12-01T20:52:08.137256] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:52:08.137311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-01T20:52:08.138777] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:08.142879] [DEBUG] [MAG       ] WERN: Last date is validated at 2025-12-01
[2025-12-01T20:52:08.174216] [DEBUG] [MAG       ] DTSS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:08.178482] [DEBUG] [MAG       ] OMC: Last date is validated at 2025-12-01
[2025-12-01T20:52:08.232235] [INFO ] [LOCAL     ] DTSS: Saved forecast.
[2025-12-01T20:52:08.232300] [INFO ] [main      ] DTSS: Signal=1 (Conf=80.0%), Magnitude=1.65% (Conf=28.778%)
[2025-12-01T20:52:08.232685] [INFO ] [main      ] Fetching symbol history for ENSC...
[2025-12-01T20:52:08.232736] [DEBUG] [REMOTE    ] ENSC: Fetching historical data.
[2025-12-01T20:52:08.233472] [INFO ] [main      ] Progress: 566/769 forecasts completed (73.6%). DTSS finished in 0.6s. ETA: 33.4s. Rate: 364.88 forecasts/min
[2025-12-01T20:52:08.245677] [DEBUG] [REMOTE    ] ENSC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:08.246702] [DEBUG] [LOCAL     ] Loaded configuration for ENSC: 5 features, N/A% accuracy
[2025-12-01T20:52:08.246758] [INFO ] [LOCAL     ] ENSC: Loaded 5 optimal features with 56.04% confidence from JSON config
[2025-12-01T20:52:08.246788] [DEBUG] [MAG       ] Building data for symbol: ENSC with lookback: 0
[2025-12-01T20:52:08.247592] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:52:08.247650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:08.252430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:08.254156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:08.254647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:52:08.257412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-01T20:52:08.258109] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:08.309151] [DEBUG] [MAG       ] WERN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:08.347096] [DEBUG] [MAG       ] OMC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:08.387933] [INFO ] [LOCAL     ] WERN: Saved forecast.
[2025-12-01T20:52:08.388000] [INFO ] [main      ] WERN: Signal=1 (Conf=80.0%), Magnitude=2.89% (Conf=62.0681%)
[2025-12-01T20:52:08.388431] [INFO ] [main      ] Fetching symbol history for SUSB...
[2025-12-01T20:52:08.388482] [DEBUG] [REMOTE    ] SUSB: Fetching historical data.
[2025-12-01T20:52:08.388648] [INFO ] [main      ] Progress: 567/769 forecasts completed (73.7%). WERN finished in 0.6s. ETA: 33.2s. Rate: 364.91 forecasts/min
[2025-12-01T20:52:08.402052] [DEBUG] [REMOTE    ] SUSB: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:08.403050] [DEBUG] [LOCAL     ] Loaded configuration for SUSB: 53 features, N/A% accuracy
[2025-12-01T20:52:08.403100] [INFO ] [LOCAL     ] SUSB: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-01T20:52:08.403130] [DEBUG] [MAG       ] Building data for symbol: SUSB with lookback: 0
[2025-12-01T20:52:08.403905] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-01T20:52:08.404001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:08.408655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:08.410334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:08.410802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:08.411214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:08.411599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:08.412307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:52:08.413089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:08.415375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:52:08.458464] [INFO ] [LOCAL     ] OMC: Saved forecast.
[2025-12-01T20:52:08.458527] [INFO ] [main      ] OMC: Signal=1 (Conf=80.0%), Magnitude=-1.62% (Conf=53.2058%)
[2025-12-01T20:52:08.458894] [INFO ] [main      ] Fetching symbol history for FCNCA...
[2025-12-01T20:52:08.458945] [DEBUG] [REMOTE    ] FCNCA: Fetching historical data.
[2025-12-01T20:52:08.459642] [INFO ] [main      ] Progress: 568/769 forecasts completed (73.9%). OMC finished in 0.7s. ETA: 33.0s. Rate: 365.28 forecasts/min
[2025-12-01T20:52:08.471597] [DEBUG] [REMOTE    ] FCNCA: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:08.472460] [DEBUG] [LOCAL     ] Loaded configuration for FCNCA: 9 features, N/A% accuracy
[2025-12-01T20:52:08.472515] [INFO ] [LOCAL     ] FCNCA: Loaded 9 optimal features with 60.61% confidence from JSON config
[2025-12-01T20:52:08.472547] [DEBUG] [MAG       ] Building data for symbol: FCNCA with lookback: 0
[2025-12-01T20:52:08.472616] [DEBUG] [MAG       ] RHP: Last date is validated at 2025-12-01
[2025-12-01T20:52:08.473323] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:52:08.473385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:08.475143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:08.475662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:08.476049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:52:08.478055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:08.478587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:52:08.479611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:52:08.481257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:52:08.482310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-01T20:52:08.483003] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:08.520412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:52:08.522204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:08.559201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:52:08.560312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:08.587453] [DEBUG] [MAG       ] ENSC: Last date is validated at 2025-12-01
[2025-12-01T20:52:08.609590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:52:08.610403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:52:08.611616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:52:08.638006] [DEBUG] [MAG       ] RHP: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:08.684446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:52:08.685133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:52:08.686903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:52:08.689502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:52:08.690548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:52:08.692423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:52:08.693123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:52:08.697195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:52:08.698353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:52:08.699615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-01T20:52:08.701077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:52:08.703841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:52:08.704458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-01T20:52:08.705149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:52:08.707056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:52:08.708095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-01T20:52:08.708793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-01T20:52:08.709442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-01T20:52:08.710114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:52:08.712786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-01T20:52:08.714307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-01T20:52:08.716644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-01T20:52:08.718786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-01T20:52:08.725738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:52:08.732262] [INFO ] [LOCAL     ] RHP: Saved forecast.
[2025-12-01T20:52:08.732324] [INFO ] [main      ] RHP: Signal=1 (Conf=80.0%), Magnitude=0.40% (Conf=62.0223%)
[2025-12-01T20:52:08.732697] [INFO ] [main      ] Fetching symbol history for ITRI...
[2025-12-01T20:52:08.732747] [DEBUG] [REMOTE    ] ITRI: Fetching historical data.
[2025-12-01T20:52:08.733652] [INFO ] [main      ] Progress: 569/769 forecasts completed (74.0%). RHP finished in 0.6s. ETA: 32.9s. Rate: 364.85 forecasts/min
[2025-12-01T20:52:08.743092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:52:08.744201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:52:08.745392] [DEBUG] [REMOTE    ] ITRI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:08.745817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-01T20:52:08.746455] [DEBUG] [LOCAL     ] Loaded configuration for ITRI: 6 features, N/A% accuracy
[2025-12-01T20:52:08.746505] [INFO ] [LOCAL     ] ITRI: Loaded 6 optimal features with 60.44% confidence from JSON config
[2025-12-01T20:52:08.746500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-01T20:52:08.746536] [DEBUG] [MAG       ] Building data for symbol: ITRI with lookback: 0
[2025-12-01T20:52:08.747293] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:08.747351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:08.748071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-01T20:52:08.749660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-01T20:52:08.750513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:52:08.751345] [DEBUG] [MAG       ] ENSC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:08.751681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-01T20:52:08.752008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:08.752855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-01T20:52:08.753747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:08.754211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:08.754632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:52:08.754910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-01T20:52:08.755521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-01T20:52:08.756197] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:08.756368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-01T20:52:08.759108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-01T20:52:08.760856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-01T20:52:08.766517] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:08.824285] [DEBUG] [MAG       ] FCNCA: Last date is validated at 2025-12-01
[2025-12-01T20:52:08.834967] [INFO ] [LOCAL     ] ENSC: Saved forecast.
[2025-12-01T20:52:08.835031] [INFO ] [main      ] ENSC: Signal=1 (Conf=80.0%), Magnitude=-1.63% (Conf=56.0374%)
[2025-12-01T20:52:08.835395] [INFO ] [main      ] Fetching symbol history for BRO...
[2025-12-01T20:52:08.835444] [DEBUG] [REMOTE    ] BRO: Fetching historical data.
[2025-12-01T20:52:08.836186] [INFO ] [main      ] Progress: 570/769 forecasts completed (74.1%). ENSC finished in 0.6s. ETA: 32.7s. Rate: 365.09 forecasts/min
[2025-12-01T20:52:08.850121] [DEBUG] [REMOTE    ] BRO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:08.850997] [DEBUG] [LOCAL     ] Loaded configuration for BRO: 10 features, N/A% accuracy
[2025-12-01T20:52:08.851052] [INFO ] [LOCAL     ] BRO: Loaded 10 optimal features with 63.64% confidence from JSON config
[2025-12-01T20:52:08.851084] [DEBUG] [MAG       ] Building data for symbol: BRO with lookback: 0
[2025-12-01T20:52:08.851871] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-01T20:52:08.851931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:08.853621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:08.854109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:08.854478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:08.855218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:52:08.856017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:52:08.857636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:52:08.858877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:52:08.860647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:52:08.861773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:52:08.863680] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:08.996614] [DEBUG] [MAG       ] FCNCA: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:09.096968] [DEBUG] [MAG       ] ITRI: Last date is validated at 2025-12-01
[2025-12-01T20:52:09.105744] [DEBUG] [MAG       ] SUSB: Last date is validated at 2025-12-01
[2025-12-01T20:52:09.202591] [DEBUG] [MAG       ] BRO: Last date is validated at 2025-12-01
[2025-12-01T20:52:09.235796] [INFO ] [LOCAL     ] FCNCA: Saved forecast.
[2025-12-01T20:52:09.235861] [INFO ] [main      ] FCNCA: Signal=1 (Conf=80.0%), Magnitude=-3.08% (Conf=60.613%)
[2025-12-01T20:52:09.236280] [INFO ] [main      ] Fetching symbol history for MMD...
[2025-12-01T20:52:09.236330] [DEBUG] [REMOTE    ] MMD: Fetching historical data.
[2025-12-01T20:52:09.236656] [INFO ] [main      ] Progress: 571/769 forecasts completed (74.3%). FCNCA finished in 0.8s. ETA: 32.6s. Rate: 364.17 forecasts/min
[2025-12-01T20:52:09.250102] [DEBUG] [REMOTE    ] MMD: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:09.250968] [DEBUG] [LOCAL     ] Loaded configuration for MMD: 1 features, N/A% accuracy
[2025-12-01T20:52:09.251027] [INFO ] [LOCAL     ] MMD: Loaded 1 optimal features with 60.94% confidence from JSON config
[2025-12-01T20:52:09.251059] [DEBUG] [MAG       ] Building data for symbol: MMD with lookback: 0
[2025-12-01T20:52:09.251865] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:52:09.251922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:09.254229] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:09.262521] [DEBUG] [MAG       ] ITRI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:09.268623] [DEBUG] [MAG       ] SUSB: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:09.365401] [DEBUG] [MAG       ] BRO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:09.396971] [INFO ] [LOCAL     ] ITRI: Saved forecast.
[2025-12-01T20:52:09.397034] [INFO ] [main      ] ITRI: Signal=1 (Conf=80.0%), Magnitude=-3.14% (Conf=60.4353%)
[2025-12-01T20:52:09.397382] [INFO ] [main      ] Fetching symbol history for FPI...
[2025-12-01T20:52:09.397431] [DEBUG] [REMOTE    ] FPI: Fetching historical data.
[2025-12-01T20:52:09.397482] [INFO ] [main      ] Progress: 572/769 forecasts completed (74.4%). ITRI finished in 0.7s. ETA: 32.5s. Rate: 364.19 forecasts/min
[2025-12-01T20:52:09.410100] [DEBUG] [REMOTE    ] FPI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:09.411120] [DEBUG] [LOCAL     ] Loaded configuration for FPI: 3 features, N/A% accuracy
[2025-12-01T20:52:09.411169] [INFO ] [LOCAL     ] FPI: Loaded 3 optimal features with 56.29% confidence from JSON config
[2025-12-01T20:52:09.411200] [DEBUG] [MAG       ] Building data for symbol: FPI with lookback: 0
[2025-12-01T20:52:09.412001] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:52:09.412057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:09.416698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:52:09.417919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:52:09.419681] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:09.470240] [INFO ] [LOCAL     ] BRO: Saved forecast.
[2025-12-01T20:52:09.470311] [INFO ] [main      ] BRO: Signal=1 (Conf=80.0%), Magnitude=0.38% (Conf=63.6377%)
[2025-12-01T20:52:09.470668] [INFO ] [main      ] Progress: 573/769 forecasts completed (74.5%). BRO finished in 0.6s. ETA: 32.3s. Rate: 364.54 forecasts/min
[2025-12-01T20:52:09.470783] [INFO ] [main      ] Fetching symbol history for KYTX...
[2025-12-01T20:52:09.470824] [DEBUG] [REMOTE    ] KYTX: Fetching historical data.
[2025-12-01T20:52:09.484536] [DEBUG] [REMOTE    ] KYTX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:09.485417] [DEBUG] [LOCAL     ] Loaded configuration for KYTX: 4 features, N/A% accuracy
[2025-12-01T20:52:09.485472] [INFO ] [LOCAL     ] KYTX: Loaded 4 optimal features with 39.27% confidence from JSON config
[2025-12-01T20:52:09.485502] [DEBUG] [MAG       ] Building data for symbol: KYTX with lookback: 0
[2025-12-01T20:52:09.486266] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:52:09.486324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:09.491006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:52:09.532811] [INFO ] [LOCAL     ] SUSB: Saved forecast.
[2025-12-01T20:52:09.532883] [INFO ] [main      ] SUSB: Signal=1 (Conf=80.0%), Magnitude=-0.10% (Conf=13.5335%)
[2025-12-01T20:52:09.533224] [INFO ] [main      ] Fetching symbol history for EGP...
[2025-12-01T20:52:09.533274] [DEBUG] [REMOTE    ] EGP: Fetching historical data.
[2025-12-01T20:52:09.534657] [INFO ] [main      ] Progress: 574/769 forecasts completed (74.6%). SUSB finished in 1.1s. ETA: 32.1s. Rate: 364.93 forecasts/min
[2025-12-01T20:52:09.548398] [DEBUG] [REMOTE    ] EGP: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:09.549245] [DEBUG] [LOCAL     ] Loaded configuration for EGP: 9 features, N/A% accuracy
[2025-12-01T20:52:09.549293] [INFO ] [LOCAL     ] EGP: Loaded 9 optimal features with 48.19% confidence from JSON config
[2025-12-01T20:52:09.549324] [DEBUG] [MAG       ] Building data for symbol: EGP with lookback: 0
[2025-12-01T20:52:09.550072] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:52:09.550144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:09.551775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:09.552261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:09.552744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:09.553123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:52:09.554063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:09.564596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:52:09.567449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-01T20:52:09.568804] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:09.588672] [DEBUG] [MAG       ] MMD: Last date is validated at 2025-12-01
[2025-12-01T20:52:09.600956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:52:09.605050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:52:09.606141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-01T20:52:09.608080] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:09.749479] [DEBUG] [MAG       ] FPI: Last date is validated at 2025-12-01
[2025-12-01T20:52:09.753314] [DEBUG] [MAG       ] MMD: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:09.807035] [INFO ] [LOCAL     ] MMD: Saved forecast.
[2025-12-01T20:52:09.807099] [INFO ] [main      ] MMD: Signal=1 (Conf=80.0%), Magnitude=-0.61% (Conf=60.9428%)
[2025-12-01T20:52:09.807251] [INFO ] [main      ] Fetching symbol history for ISPO...
[2025-12-01T20:52:09.807293] [DEBUG] [REMOTE    ] ISPO: Fetching historical data.
[2025-12-01T20:52:09.808658] [INFO ] [main      ] Progress: 575/769 forecasts completed (74.8%). MMD finished in 0.6s. ETA: 31.9s. Rate: 364.51 forecasts/min
[2025-12-01T20:52:09.821018] [DEBUG] [REMOTE    ] ISPO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:09.822038] [DEBUG] [LOCAL     ] Loaded configuration for ISPO: 5 features, N/A% accuracy
[2025-12-01T20:52:09.822092] [INFO ] [LOCAL     ] ISPO: Loaded 5 optimal features with 55.20% confidence from JSON config
[2025-12-01T20:52:09.822443] [DEBUG] [MAG       ] Building data for symbol: ISPO with lookback: 0
[2025-12-01T20:52:09.823222] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:52:09.823281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:09.828234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:09.830141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:09.830638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:52:09.831544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:52:09.834272] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:09.898402] [DEBUG] [MAG       ] KYTX: Last date is validated at 2025-12-01
[2025-12-01T20:52:09.915469] [DEBUG] [MAG       ] FPI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:09.941951] [DEBUG] [MAG       ] EGP: Last date is validated at 2025-12-01
[2025-12-01T20:52:09.974231] [INFO ] [LOCAL     ] FPI: Saved forecast.
[2025-12-01T20:52:09.974297] [INFO ] [main      ] FPI: Signal=1 (Conf=80.0%), Magnitude=-2.51% (Conf=56.2921%)
[2025-12-01T20:52:09.974657] [INFO ] [main      ] Fetching symbol history for NCA...
[2025-12-01T20:52:09.974711] [DEBUG] [REMOTE    ] NCA: Fetching historical data.
[2025-12-01T20:52:09.975644] [INFO ] [main      ] Progress: 576/769 forecasts completed (74.9%). FPI finished in 0.6s. ETA: 31.8s. Rate: 364.50 forecasts/min
[2025-12-01T20:52:09.986973] [DEBUG] [REMOTE    ] NCA: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:09.988174] [DEBUG] [LOCAL     ] Loaded configuration for NCA: 9 features, N/A% accuracy
[2025-12-01T20:52:09.988227] [INFO ] [LOCAL     ] NCA: Loaded 9 optimal features with 26.18% confidence from JSON config
[2025-12-01T20:52:09.988259] [DEBUG] [MAG       ] Building data for symbol: NCA with lookback: 0
[2025-12-01T20:52:09.989072] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:52:09.989138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:09.994421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:09.996216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:09.996706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:52:09.997563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:52:10.061474] [DEBUG] [MAG       ] KYTX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:10.106446] [DEBUG] [MAG       ] EGP: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:10.116656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:52:10.120174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:52:10.125728] [INFO ] [LOCAL     ] KYTX: Saved forecast.
[2025-12-01T20:52:10.125792] [INFO ] [main      ] KYTX: Signal=1 (Conf=80.0%), Magnitude=-5.87% (Conf=39.274%)
[2025-12-01T20:52:10.126088] [INFO ] [main      ] Fetching symbol history for SGHC...
[2025-12-01T20:52:10.126136] [DEBUG] [REMOTE    ] SGHC: Fetching historical data.
[2025-12-01T20:52:10.126848] [INFO ] [main      ] Progress: 577/769 forecasts completed (75.0%). KYTX finished in 0.7s. ETA: 31.6s. Rate: 364.55 forecasts/min
[2025-12-01T20:52:10.139789] [DEBUG] [REMOTE    ] SGHC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:10.139853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:52:10.140792] [DEBUG] [LOCAL     ] Loaded configuration for SGHC: 6 features, N/A% accuracy
[2025-12-01T20:52:10.140844] [INFO ] [LOCAL     ] SGHC: Loaded 6 optimal features with 54.31% confidence from JSON config
[2025-12-01T20:52:10.140874] [DEBUG] [MAG       ] Building data for symbol: SGHC with lookback: 0
[2025-12-01T20:52:10.141154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-01T20:52:10.141640] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:10.141699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:10.142325] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:10.146341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:10.148147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:10.148679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:10.149075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:10.151488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:52:10.153222] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:10.178858] [DEBUG] [MAG       ] ISPO: Last date is validated at 2025-12-01
[2025-12-01T20:52:10.226137] [INFO ] [LOCAL     ] EGP: Saved forecast.
[2025-12-01T20:52:10.226208] [INFO ] [main      ] EGP: Signal=1 (Conf=80.0%), Magnitude=1.12% (Conf=48.1918%)
[2025-12-01T20:52:10.226546] [INFO ] [main      ] Fetching symbol history for NRG...
[2025-12-01T20:52:10.226614] [DEBUG] [REMOTE    ] NRG: Fetching historical data.
[2025-12-01T20:52:10.226658] [INFO ] [main      ] Progress: 578/769 forecasts completed (75.2%). EGP finished in 0.7s. ETA: 31.4s. Rate: 364.80 forecasts/min
[2025-12-01T20:52:10.240129] [DEBUG] [REMOTE    ] NRG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:10.241289] [DEBUG] [LOCAL     ] Loaded configuration for NRG: 3 features, N/A% accuracy
[2025-12-01T20:52:10.241339] [INFO ] [LOCAL     ] NRG: Loaded 3 optimal features with 61.04% confidence from JSON config
[2025-12-01T20:52:10.241368] [DEBUG] [MAG       ] Building data for symbol: NRG with lookback: 0
[2025-12-01T20:52:10.242121] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:52:10.242178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:52:10.243392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-01T20:52:10.244885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-01T20:52:10.246464] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:10.346433] [DEBUG] [MAG       ] ISPO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:10.409879] [INFO ] [LOCAL     ] ISPO: Saved forecast.
[2025-12-01T20:52:10.409943] [INFO ] [main      ] ISPO: Signal=1 (Conf=80.0%), Magnitude=3.44% (Conf=55.1981%)
[2025-12-01T20:52:10.410247] [INFO ] [main      ] Fetching symbol history for INSM...
[2025-12-01T20:52:10.410295] [DEBUG] [REMOTE    ] INSM: Fetching historical data.
[2025-12-01T20:52:10.411114] [INFO ] [main      ] Progress: 579/769 forecasts completed (75.3%). ISPO finished in 0.6s. ETA: 31.3s. Rate: 364.72 forecasts/min
[2025-12-01T20:52:10.423196] [DEBUG] [REMOTE    ] INSM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:10.424263] [DEBUG] [LOCAL     ] Loaded configuration for INSM: 8 features, N/A% accuracy
[2025-12-01T20:52:10.424312] [INFO ] [LOCAL     ] INSM: Loaded 8 optimal features with 68.63% confidence from JSON config
[2025-12-01T20:52:10.424342] [DEBUG] [MAG       ] Building data for symbol: INSM with lookback: 0
[2025-12-01T20:52:10.425112] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:52:10.425172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:10.426843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:10.427334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:10.427738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:10.485586] [DEBUG] [MAG       ] SGHC: Last date is validated at 2025-12-01
[2025-12-01T20:52:10.491042] [DEBUG] [MAG       ] NCA: Last date is validated at 2025-12-01
[2025-12-01T20:52:10.491444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:52:10.493005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:52:10.493667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:52:10.496394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:52:10.514422] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:10.572840] [DEBUG] [MAG       ] NRG: Last date is validated at 2025-12-01
[2025-12-01T20:52:10.650390] [DEBUG] [MAG       ] SGHC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:10.657036] [DEBUG] [MAG       ] NCA: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:10.720549] [INFO ] [LOCAL     ] NCA: Saved forecast.
[2025-12-01T20:52:10.720630] [INFO ] [main      ] NCA: Signal=1 (Conf=80.0%), Magnitude=-0.22% (Conf=26.1771%)
[2025-12-01T20:52:10.720475] [INFO ] [LOCAL     ] SGHC: Saved forecast.
[2025-12-01T20:52:10.720918] [INFO ] [main      ] SGHC: Signal=1 (Conf=80.0%), Magnitude=-1.24% (Conf=54.3125%)
[2025-12-01T20:52:10.720954] [INFO ] [main      ] Fetching symbol history for THO...
[2025-12-01T20:52:10.721002] [DEBUG] [REMOTE    ] THO: Fetching historical data.
[2025-12-01T20:52:10.721076] [INFO ] [main      ] Fetching symbol history for SOJD...
[2025-12-01T20:52:10.721121] [DEBUG] [REMOTE    ] SOJD: Fetching historical data.
[2025-12-01T20:52:10.721626] [INFO ] [main      ] Progress: 580/769 forecasts completed (75.4%). NCA finished in 0.7s. ETA: 31.1s. Rate: 364.17 forecasts/min
[2025-12-01T20:52:10.721714] [INFO ] [main      ] Progress: 581/769 forecasts completed (75.6%). SGHC finished in 0.6s. ETA: 30.9s. Rate: 364.79 forecasts/min
[2025-12-01T20:52:10.734380] [DEBUG] [REMOTE    ] THO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:10.734493] [DEBUG] [REMOTE    ] SOJD: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:10.735364] [DEBUG] [LOCAL     ] Loaded configuration for THO: 5 features, N/A% accuracy
[2025-12-01T20:52:10.735419] [INFO ] [LOCAL     ] THO: Loaded 5 optimal features with 53.64% confidence from JSON config
[2025-12-01T20:52:10.735450] [DEBUG] [MAG       ] Building data for symbol: THO with lookback: 0
[2025-12-01T20:52:10.735517] [DEBUG] [LOCAL     ] Loaded configuration for SOJD: 4 features, N/A% accuracy
[2025-12-01T20:52:10.735569] [INFO ] [LOCAL     ] SOJD: Loaded 4 optimal features with 49.77% confidence from JSON config
[2025-12-01T20:52:10.735621] [DEBUG] [MAG       ] Building data for symbol: SOJD with lookback: 0
[2025-12-01T20:52:10.736199] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:52:10.736257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:10.736365] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:52:10.736423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:10.737605] [DEBUG] [MAG       ] NRG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:10.737943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:10.738465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:10.738845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:52:10.739274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:10.739894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:52:10.741949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-01T20:52:10.747837] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:10.778340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:52:10.781106] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:10.845321] [INFO ] [LOCAL     ] NRG: Saved forecast.
[2025-12-01T20:52:10.845386] [INFO ] [main      ] NRG: Signal=1 (Conf=80.0%), Magnitude=2.06% (Conf=61.0403%)
[2025-12-01T20:52:10.845734] [INFO ] [main      ] Fetching symbol history for ABCB...
[2025-12-01T20:52:10.845784] [DEBUG] [REMOTE    ] ABCB: Fetching historical data.
[2025-12-01T20:52:10.846667] [INFO ] [main      ] Progress: 582/769 forecasts completed (75.7%). NRG finished in 0.6s. ETA: 30.7s. Rate: 364.94 forecasts/min
[2025-12-01T20:52:10.854391] [DEBUG] [MAG       ] INSM: Last date is validated at 2025-12-01
[2025-12-01T20:52:10.859347] [DEBUG] [REMOTE    ] ABCB: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:10.860231] [DEBUG] [LOCAL     ] Loaded configuration for ABCB: 9 features, N/A% accuracy
[2025-12-01T20:52:10.860280] [INFO ] [LOCAL     ] ABCB: Loaded 9 optimal features with 58.83% confidence from JSON config
[2025-12-01T20:52:10.860310] [DEBUG] [MAG       ] Building data for symbol: ABCB with lookback: 0
[2025-12-01T20:52:10.861070] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:52:10.861129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:10.862774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:10.863250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:10.863690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:10.864063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:52:10.865686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:52:10.866285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:52:10.866951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-01T20:52:10.868963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:52:10.870516] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:11.020209] [DEBUG] [MAG       ] INSM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:11.078511] [DEBUG] [MAG       ] SOJD: Last date is validated at 2025-12-01
[2025-12-01T20:52:11.113231] [DEBUG] [MAG       ] THO: Last date is validated at 2025-12-01
[2025-12-01T20:52:11.144848] [INFO ] [LOCAL     ] INSM: Saved forecast.
[2025-12-01T20:52:11.144921] [INFO ] [main      ] INSM: Signal=1 (Conf=80.0%), Magnitude=-1.76% (Conf=68.6307%)
[2025-12-01T20:52:11.145077] [INFO ] [main      ] Fetching symbol history for AIO...
[2025-12-01T20:52:11.145119] [DEBUG] [REMOTE    ] AIO: Fetching historical data.
[2025-12-01T20:52:11.145848] [INFO ] [main      ] Progress: 583/769 forecasts completed (75.8%). INSM finished in 0.7s. ETA: 30.6s. Rate: 364.43 forecasts/min
[2025-12-01T20:52:11.157837] [DEBUG] [REMOTE    ] AIO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:11.158976] [DEBUG] [LOCAL     ] Loaded configuration for AIO: 3 features, N/A% accuracy
[2025-12-01T20:52:11.159028] [INFO ] [LOCAL     ] AIO: Loaded 3 optimal features with 49.78% confidence from JSON config
[2025-12-01T20:52:11.159059] [DEBUG] [MAG       ] Building data for symbol: AIO with lookback: 0
[2025-12-01T20:52:11.159854] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:52:11.159915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:52:11.162666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-01T20:52:11.166562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-01T20:52:11.167701] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:11.198251] [DEBUG] [MAG       ] ABCB: Last date is validated at 2025-12-01
[2025-12-01T20:52:11.240993] [DEBUG] [MAG       ] SOJD: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:11.276254] [DEBUG] [MAG       ] THO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:11.304444] [INFO ] [LOCAL     ] SOJD: Saved forecast.
[2025-12-01T20:52:11.304508] [INFO ] [main      ] SOJD: Signal=1 (Conf=80.0%), Magnitude=-0.37% (Conf=49.7675%)
[2025-12-01T20:52:11.304859] [INFO ] [main      ] Fetching symbol history for AXS...
[2025-12-01T20:52:11.304907] [DEBUG] [REMOTE    ] AXS: Fetching historical data.
[2025-12-01T20:52:11.305658] [INFO ] [main      ] Progress: 584/769 forecasts completed (75.9%). SOJD finished in 0.6s. ETA: 30.5s. Rate: 364.45 forecasts/min
[2025-12-01T20:52:11.317273] [DEBUG] [REMOTE    ] AXS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:11.318262] [DEBUG] [LOCAL     ] Loaded configuration for AXS: 1 features, N/A% accuracy
[2025-12-01T20:52:11.318338] [INFO ] [LOCAL     ] AXS: Loaded 1 optimal features with 58.03% confidence from JSON config
[2025-12-01T20:52:11.318373] [DEBUG] [MAG       ] Building data for symbol: AXS with lookback: 0
[2025-12-01T20:52:11.319158] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:52:11.319213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:11.323865] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:11.361358] [DEBUG] [MAG       ] ABCB: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:11.391251] [INFO ] [LOCAL     ] THO: Saved forecast.
[2025-12-01T20:52:11.391316] [INFO ] [main      ] THO: Signal=1 (Conf=80.0%), Magnitude=-0.63% (Conf=53.6412%)
[2025-12-01T20:52:11.391737] [INFO ] [main      ] Fetching symbol history for SPWH...
[2025-12-01T20:52:11.391787] [DEBUG] [REMOTE    ] SPWH: Fetching historical data.
[2025-12-01T20:52:11.392656] [INFO ] [main      ] Progress: 585/769 forecasts completed (76.1%). THO finished in 0.7s. ETA: 30.3s. Rate: 364.74 forecasts/min
[2025-12-01T20:52:11.404354] [DEBUG] [REMOTE    ] SPWH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:11.405388] [DEBUG] [LOCAL     ] Loaded configuration for SPWH: 6 features, N/A% accuracy
[2025-12-01T20:52:11.405438] [INFO ] [LOCAL     ] SPWH: Loaded 6 optimal features with 52.66% confidence from JSON config
[2025-12-01T20:52:11.405468] [DEBUG] [MAG       ] Building data for symbol: SPWH with lookback: 0
[2025-12-01T20:52:11.406243] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:11.406302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:11.410966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:11.412678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:11.413139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:52:11.414314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:52:11.415282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-01T20:52:11.420915] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:11.455542] [INFO ] [LOCAL     ] ABCB: Saved forecast.
[2025-12-01T20:52:11.455625] [INFO ] [main      ] ABCB: Signal=1 (Conf=80.0%), Magnitude=-0.11% (Conf=58.8348%)
[2025-12-01T20:52:11.455972] [INFO ] [main      ] Fetching symbol history for VRIG...
[2025-12-01T20:52:11.456023] [DEBUG] [REMOTE    ] VRIG: Fetching historical data.
[2025-12-01T20:52:11.456653] [INFO ] [main      ] Progress: 586/769 forecasts completed (76.2%). ABCB finished in 0.6s. ETA: 30.1s. Rate: 365.12 forecasts/min
[2025-12-01T20:52:11.470037] [DEBUG] [REMOTE    ] VRIG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:11.473882] [DEBUG] [LOCAL     ] Loaded configuration for VRIG: 53 features, N/A% accuracy
[2025-12-01T20:52:11.473937] [INFO ] [LOCAL     ] VRIG: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-01T20:52:11.473968] [DEBUG] [MAG       ] Building data for symbol: VRIG with lookback: 0
[2025-12-01T20:52:11.474785] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-01T20:52:11.474888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:11.479619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:11.483513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:11.483998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:11.484413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:11.484800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:11.485503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:52:11.486301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:11.488694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:52:11.503429] [DEBUG] [MAG       ] AIO: Last date is validated at 2025-12-01
[2025-12-01T20:52:11.595860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:52:11.597499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:11.634940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:52:11.635914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:11.653778] [DEBUG] [MAG       ] AXS: Last date is validated at 2025-12-01
[2025-12-01T20:52:11.668413] [DEBUG] [MAG       ] AIO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:11.675913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:52:11.676712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:52:11.677883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:52:11.748604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:52:11.749261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:52:11.751001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:52:11.753515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:52:11.754124] [DEBUG] [MAG       ] SPWH: Last date is validated at 2025-12-01
[2025-12-01T20:52:11.754555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:52:11.756448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:52:11.757155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:52:11.761217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:52:11.762338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:52:11.763589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-01T20:52:11.765041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:52:11.767768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:52:11.768394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-01T20:52:11.769062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:52:11.770946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:52:11.771990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-01T20:52:11.772662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-01T20:52:11.773312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-01T20:52:11.774019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:52:11.776710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-01T20:52:11.778256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-01T20:52:11.780669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-01T20:52:11.782839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-01T20:52:11.786462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:52:11.803841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:52:11.804764] [INFO ] [LOCAL     ] AIO: Saved forecast.
[2025-12-01T20:52:11.804833] [INFO ] [main      ] AIO: Signal=1 (Conf=80.0%), Magnitude=-0.11% (Conf=49.776%)
[2025-12-01T20:52:11.804987] [INFO ] [main      ] Fetching symbol history for HITI...
[2025-12-01T20:52:11.805030] [DEBUG] [REMOTE    ] HITI: Fetching historical data.
[2025-12-01T20:52:11.804927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:52:11.805244] [INFO ] [main      ] Progress: 587/769 forecasts completed (76.3%). AIO finished in 0.7s. ETA: 30.0s. Rate: 364.43 forecasts/min
[2025-12-01T20:52:11.806920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-01T20:52:11.807653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-01T20:52:11.809248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-01T20:52:11.810795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-01T20:52:11.811672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:52:11.812791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-01T20:52:11.813964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-01T20:52:11.816011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-01T20:52:11.817002] [DEBUG] [MAG       ] AXS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:11.817477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-01T20:52:11.818625] [DEBUG] [REMOTE    ] HITI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:11.819650] [DEBUG] [LOCAL     ] Loaded configuration for HITI: 2 features, N/A% accuracy
[2025-12-01T20:52:11.819706] [INFO ] [LOCAL     ] HITI: Loaded 2 optimal features with 46.50% confidence from JSON config
[2025-12-01T20:52:11.819738] [DEBUG] [MAG       ] Building data for symbol: HITI with lookback: 0
[2025-12-01T20:52:11.820228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-01T20:52:11.820501] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:52:11.820559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:52:11.821933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-01T20:52:11.823392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:52:11.826190] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:11.827529] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:11.905885] [INFO ] [LOCAL     ] AXS: Saved forecast.
[2025-12-01T20:52:11.905953] [INFO ] [main      ] AXS: Signal=1 (Conf=80.0%), Magnitude=0.15% (Conf=58.033%)
[2025-12-01T20:52:11.906131] [INFO ] [main      ] Fetching symbol history for PECO...
[2025-12-01T20:52:11.906174] [DEBUG] [REMOTE    ] PECO: Fetching historical data.
[2025-12-01T20:52:11.907650] [INFO ] [main      ] Progress: 588/769 forecasts completed (76.5%). AXS finished in 0.6s. ETA: 29.8s. Rate: 364.66 forecasts/min
[2025-12-01T20:52:11.919259] [DEBUG] [MAG       ] SPWH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:11.919736] [DEBUG] [REMOTE    ] PECO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:11.920759] [DEBUG] [LOCAL     ] Loaded configuration for PECO: 5 features, N/A% accuracy
[2025-12-01T20:52:11.920832] [INFO ] [LOCAL     ] PECO: Loaded 5 optimal features with 57.00% confidence from JSON config
[2025-12-01T20:52:11.920863] [DEBUG] [MAG       ] Building data for symbol: PECO with lookback: 0
[2025-12-01T20:52:11.921625] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:52:11.921684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:11.959393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:52:11.960705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:52:11.964869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-01T20:52:11.966356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:52:11.966992] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:11.983638] [INFO ] [LOCAL     ] SPWH: Saved forecast.
[2025-12-01T20:52:11.983727] [INFO ] [main      ] SPWH: Signal=1 (Conf=80.0%), Magnitude=15.52% (Conf=52.6618%)
[2025-12-01T20:52:11.984101] [INFO ] [main      ] Fetching symbol history for TEAM...
[2025-12-01T20:52:11.984152] [DEBUG] [REMOTE    ] TEAM: Fetching historical data.
[2025-12-01T20:52:11.984648] [INFO ] [main      ] Progress: 589/769 forecasts completed (76.6%). SPWH finished in 0.6s. ETA: 29.6s. Rate: 364.99 forecasts/min
[2025-12-01T20:52:11.998338] [DEBUG] [REMOTE    ] TEAM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:11.999312] [DEBUG] [LOCAL     ] Loaded configuration for TEAM: 1 features, N/A% accuracy
[2025-12-01T20:52:11.999364] [INFO ] [LOCAL     ] TEAM: Loaded 1 optimal features with 52.00% confidence from JSON config
[2025-12-01T20:52:11.999395] [DEBUG] [MAG       ] Building data for symbol: TEAM with lookback: 0
[2025-12-01T20:52:12.000194] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:52:12.000251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:12.039620] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:12.156958] [DEBUG] [MAG       ] VRIG: Last date is validated at 2025-12-01
[2025-12-01T20:52:12.161817] [DEBUG] [MAG       ] HITI: Last date is validated at 2025-12-01
[2025-12-01T20:52:12.300905] [DEBUG] [MAG       ] PECO: Last date is validated at 2025-12-01
[2025-12-01T20:52:12.319782] [DEBUG] [MAG       ] VRIG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:12.326990] [DEBUG] [MAG       ] HITI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:12.371067] [DEBUG] [MAG       ] TEAM: Last date is validated at 2025-12-01
[2025-12-01T20:52:12.382400] [INFO ] [LOCAL     ] HITI: Saved forecast.
[2025-12-01T20:52:12.382464] [INFO ] [main      ] HITI: Signal=1 (Conf=80.0%), Magnitude=0.59% (Conf=46.5023%)
[2025-12-01T20:52:12.382776] [INFO ] [main      ] Fetching symbol history for DTG...
[2025-12-01T20:52:12.382825] [DEBUG] [REMOTE    ] DTG: Fetching historical data.
[2025-12-01T20:52:12.383683] [INFO ] [main      ] Progress: 590/769 forecasts completed (76.7%). HITI finished in 0.6s. ETA: 29.5s. Rate: 364.11 forecasts/min
[2025-12-01T20:52:12.396915] [DEBUG] [REMOTE    ] DTG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:12.397850] [DEBUG] [LOCAL     ] Loaded configuration for DTG: 2 features, N/A% accuracy
[2025-12-01T20:52:12.397905] [INFO ] [LOCAL     ] DTG: Loaded 2 optimal features with 44.60% confidence from JSON config
[2025-12-01T20:52:12.397935] [DEBUG] [MAG       ] Building data for symbol: DTG with lookback: 0
[2025-12-01T20:52:12.398751] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:52:12.398808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:12.403694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:52:12.405589] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:12.466902] [DEBUG] [MAG       ] PECO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:12.540173] [INFO ] [LOCAL     ] PECO: Saved forecast.
[2025-12-01T20:52:12.540237] [INFO ] [main      ] PECO: Signal=1 (Conf=80.0%), Magnitude=1.07% (Conf=57.0014%)
[2025-12-01T20:52:12.540563] [INFO ] [main      ] Fetching symbol history for STNE...
[2025-12-01T20:52:12.540631] [DEBUG] [REMOTE    ] STNE: Fetching historical data.
[2025-12-01T20:52:12.540655] [INFO ] [main      ] Progress: 591/769 forecasts completed (76.9%). PECO finished in 0.6s. ETA: 29.3s. Rate: 364.14 forecasts/min
[2025-12-01T20:52:12.553724] [DEBUG] [REMOTE    ] STNE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:12.554747] [DEBUG] [LOCAL     ] Loaded configuration for STNE: 2 features, N/A% accuracy
[2025-12-01T20:52:12.554806] [INFO ] [LOCAL     ] STNE: Loaded 2 optimal features with 62.56% confidence from JSON config
[2025-12-01T20:52:12.554846] [DEBUG] [MAG       ] Building data for symbol: STNE with lookback: 0
[2025-12-01T20:52:12.555690] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:52:12.555751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:12.556649] [DEBUG] [MAG       ] TEAM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:12.561193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:52:12.563413] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:12.579315] [INFO ] [LOCAL     ] VRIG: Saved forecast.
[2025-12-01T20:52:12.579380] [INFO ] [main      ] VRIG: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=13.5335%)
[2025-12-01T20:52:12.579829] [INFO ] [main      ] Fetching symbol history for NPCE...
[2025-12-01T20:52:12.579880] [DEBUG] [REMOTE    ] NPCE: Fetching historical data.
[2025-12-01T20:52:12.580651] [INFO ] [main      ] Progress: 592/769 forecasts completed (77.0%). VRIG finished in 1.1s. ETA: 29.1s. Rate: 364.61 forecasts/min
[2025-12-01T20:52:12.594107] [DEBUG] [REMOTE    ] NPCE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:12.595187] [DEBUG] [LOCAL     ] Loaded configuration for NPCE: 5 features, N/A% accuracy
[2025-12-01T20:52:12.595237] [INFO ] [LOCAL     ] NPCE: Loaded 5 optimal features with 73.50% confidence from JSON config
[2025-12-01T20:52:12.595268] [DEBUG] [MAG       ] Building data for symbol: NPCE with lookback: 0
[2025-12-01T20:52:12.596038] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:52:12.596096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:12.632591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:52:12.635239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-01T20:52:12.636729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-01T20:52:12.637397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:52:12.638465] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:12.684197] [INFO ] [LOCAL     ] TEAM: Saved forecast.
[2025-12-01T20:52:12.684261] [INFO ] [main      ] TEAM: Signal=1 (Conf=80.0%), Magnitude=5.25% (Conf=52.0035%)
[2025-12-01T20:52:12.684612] [INFO ] [main      ] Fetching symbol history for KNSA...
[2025-12-01T20:52:12.684662] [DEBUG] [REMOTE    ] KNSA: Fetching historical data.
[2025-12-01T20:52:12.684763] [INFO ] [main      ] Progress: 593/769 forecasts completed (77.1%). TEAM finished in 0.7s. ETA: 28.9s. Rate: 364.83 forecasts/min
[2025-12-01T20:52:12.697056] [DEBUG] [REMOTE    ] KNSA: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:12.698059] [DEBUG] [LOCAL     ] Loaded configuration for KNSA: 3 features, N/A% accuracy
[2025-12-01T20:52:12.698109] [INFO ] [LOCAL     ] KNSA: Loaded 3 optimal features with 60.06% confidence from JSON config
[2025-12-01T20:52:12.698138] [DEBUG] [MAG       ] Building data for symbol: KNSA with lookback: 0
[2025-12-01T20:52:12.698923] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:52:12.698980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:12.700613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:12.701103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:52:12.736728] [DEBUG] [MAG       ] DTG: Last date is validated at 2025-12-01
[2025-12-01T20:52:12.776518] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:12.903693] [DEBUG] [MAG       ] DTG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:12.910386] [DEBUG] [MAG       ] STNE: Last date is validated at 2025-12-01
[2025-12-01T20:52:12.959214] [INFO ] [LOCAL     ] DTG: Saved forecast.
[2025-12-01T20:52:12.959278] [INFO ] [main      ] DTG: Signal=1 (Conf=80.0%), Magnitude=-0.46% (Conf=44.5993%)
[2025-12-01T20:52:12.959445] [INFO ] [main      ] Fetching symbol history for MPAA...
[2025-12-01T20:52:12.959488] [DEBUG] [REMOTE    ] MPAA: Fetching historical data.
[2025-12-01T20:52:12.960663] [INFO ] [main      ] Progress: 594/769 forecasts completed (77.2%). DTG finished in 0.6s. ETA: 28.8s. Rate: 364.42 forecasts/min
[2025-12-01T20:52:12.967846] [DEBUG] [MAG       ] NPCE: Last date is validated at 2025-12-01
[2025-12-01T20:52:12.972488] [DEBUG] [REMOTE    ] MPAA: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:12.976917] [DEBUG] [LOCAL     ] Loaded configuration for MPAA: 7 features, N/A% accuracy
[2025-12-01T20:52:12.976975] [INFO ] [LOCAL     ] MPAA: Loaded 7 optimal features with 58.56% confidence from JSON config
[2025-12-01T20:52:12.977006] [DEBUG] [MAG       ] Building data for symbol: MPAA with lookback: 0
[2025-12-01T20:52:12.977791] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:52:12.977852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:12.979508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:12.980021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:12.980445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:12.980843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:52:12.981716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:52:12.983303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-01T20:52:12.984388] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:13.072730] [DEBUG] [MAG       ] STNE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:13.102717] [DEBUG] [MAG       ] KNSA: Last date is validated at 2025-12-01
[2025-12-01T20:52:13.129746] [DEBUG] [MAG       ] NPCE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:13.139923] [INFO ] [LOCAL     ] STNE: Saved forecast.
[2025-12-01T20:52:13.140003] [INFO ] [main      ] STNE: Signal=1 (Conf=80.0%), Magnitude=-0.56% (Conf=62.5645%)
[2025-12-01T20:52:13.140183] [INFO ] [main      ] Fetching symbol history for HRB...
[2025-12-01T20:52:13.140229] [DEBUG] [REMOTE    ] HRB: Fetching historical data.
[2025-12-01T20:52:13.141654] [INFO ] [main      ] Progress: 595/769 forecasts completed (77.4%). STNE finished in 0.6s. ETA: 28.7s. Rate: 364.36 forecasts/min
[2025-12-01T20:52:13.154155] [DEBUG] [REMOTE    ] HRB: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:13.155182] [DEBUG] [LOCAL     ] Loaded configuration for HRB: 9 features, N/A% accuracy
[2025-12-01T20:52:13.155238] [INFO ] [LOCAL     ] HRB: Loaded 9 optimal features with 58.31% confidence from JSON config
[2025-12-01T20:52:13.155268] [DEBUG] [MAG       ] Building data for symbol: HRB with lookback: 0
[2025-12-01T20:52:13.156128] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:52:13.156192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:13.161150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:52:13.162123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:52:13.207665] [INFO ] [LOCAL     ] NPCE: Saved forecast.
[2025-12-01T20:52:13.207730] [INFO ] [main      ] NPCE: Signal=1 (Conf=80.0%), Magnitude=-6.29% (Conf=73.4987%)
[2025-12-01T20:52:13.208055] [INFO ] [main      ] Fetching symbol history for VYX...
[2025-12-01T20:52:13.208104] [DEBUG] [REMOTE    ] VYX: Fetching historical data.
[2025-12-01T20:52:13.208663] [INFO ] [main      ] Progress: 596/769 forecasts completed (77.5%). NPCE finished in 0.6s. ETA: 28.5s. Rate: 364.72 forecasts/min
[2025-12-01T20:52:13.223623] [DEBUG] [REMOTE    ] VYX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:13.224595] [DEBUG] [LOCAL     ] Loaded configuration for VYX: 5 features, N/A% accuracy
[2025-12-01T20:52:13.224659] [INFO ] [LOCAL     ] VYX: Loaded 5 optimal features with 52.64% confidence from JSON config
[2025-12-01T20:52:13.224690] [DEBUG] [MAG       ] Building data for symbol: VYX with lookback: 0
[2025-12-01T20:52:13.225440] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:52:13.225498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:13.227145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:13.227659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:13.228033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:52:13.267555] [DEBUG] [MAG       ] KNSA: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:13.273892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:52:13.275887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:13.312137] [DEBUG] [MAG       ] MPAA: Last date is validated at 2025-12-01
[2025-12-01T20:52:13.314646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:52:13.316613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:52:13.317991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-01T20:52:13.322209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-01T20:52:13.323352] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:13.333712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:52:13.347783] [INFO ] [LOCAL     ] KNSA: Saved forecast.
[2025-12-01T20:52:13.347847] [INFO ] [main      ] KNSA: Signal=1 (Conf=80.0%), Magnitude=-1.44% (Conf=60.0604%)
[2025-12-01T20:52:13.348181] [INFO ] [main      ] Fetching symbol history for ETY...
[2025-12-01T20:52:13.348229] [DEBUG] [REMOTE    ] ETY: Fetching historical data.
[2025-12-01T20:52:13.348660] [INFO ] [main      ] Progress: 597/769 forecasts completed (77.6%). KNSA finished in 0.7s. ETA: 28.3s. Rate: 364.81 forecasts/min
[2025-12-01T20:52:13.351311] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:13.363930] [DEBUG] [REMOTE    ] ETY: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:13.365129] [DEBUG] [LOCAL     ] Loaded configuration for ETY: 6 features, N/A% accuracy
[2025-12-01T20:52:13.365179] [INFO ] [LOCAL     ] ETY: Loaded 6 optimal features with 49.79% confidence from JSON config
[2025-12-01T20:52:13.365209] [DEBUG] [MAG       ] Building data for symbol: ETY with lookback: 0
[2025-12-01T20:52:13.365990] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:13.366048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:13.367761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:13.368254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:13.368673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:13.369386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:13.371649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:52:13.372676] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:13.476200] [DEBUG] [MAG       ] MPAA: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:13.624002] [INFO ] [LOCAL     ] MPAA: Saved forecast.
[2025-12-01T20:52:13.624099] [INFO ] [main      ] MPAA: Signal=1 (Conf=80.0%), Magnitude=0.64% (Conf=58.5634%)
[2025-12-01T20:52:13.624251] [INFO ] [main      ] Fetching symbol history for PFN...
[2025-12-01T20:52:13.624295] [DEBUG] [REMOTE    ] PFN: Fetching historical data.
[2025-12-01T20:52:13.625651] [INFO ] [main      ] Progress: 598/769 forecasts completed (77.8%). MPAA finished in 0.7s. ETA: 28.2s. Rate: 364.39 forecasts/min
[2025-12-01T20:52:13.637310] [DEBUG] [REMOTE    ] PFN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:13.638678] [DEBUG] [LOCAL     ] Loaded configuration for PFN: 5 features, N/A% accuracy
[2025-12-01T20:52:13.638738] [INFO ] [LOCAL     ] PFN: Loaded 5 optimal features with 24.05% confidence from JSON config
[2025-12-01T20:52:13.638770] [DEBUG] [MAG       ] Building data for symbol: PFN with lookback: 0
[2025-12-01T20:52:13.639521] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:52:13.639596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:13.644463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:52:13.645392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:52:13.647031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:52:13.647774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:52:13.650362] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:13.657682] [DEBUG] [MAG       ] HRB: Last date is validated at 2025-12-01
[2025-12-01T20:52:13.680307] [DEBUG] [MAG       ] VYX: Last date is validated at 2025-12-01
[2025-12-01T20:52:13.702808] [DEBUG] [MAG       ] ETY: Last date is validated at 2025-12-01
[2025-12-01T20:52:13.822526] [DEBUG] [MAG       ] HRB: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:13.845136] [DEBUG] [MAG       ] VYX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:13.867680] [DEBUG] [MAG       ] ETY: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:13.913973] [INFO ] [LOCAL     ] VYX: Saved forecast.
[2025-12-01T20:52:13.914037] [INFO ] [main      ] VYX: Signal=1 (Conf=80.0%), Magnitude=1.50% (Conf=52.6362%)
[2025-12-01T20:52:13.914359] [INFO ] [main      ] Fetching symbol history for KNSL...
[2025-12-01T20:52:13.914408] [DEBUG] [REMOTE    ] KNSL: Fetching historical data.
[2025-12-01T20:52:13.914654] [INFO ] [main      ] Progress: 599/769 forecasts completed (77.9%). VYX finished in 0.7s. ETA: 28.0s. Rate: 363.93 forecasts/min
[2025-12-01T20:52:13.915101] [INFO ] [LOCAL     ] HRB: Saved forecast.
[2025-12-01T20:52:13.915153] [INFO ] [main      ] HRB: Signal=1 (Conf=80.0%), Magnitude=-1.57% (Conf=58.3139%)
[2025-12-01T20:52:13.915311] [INFO ] [main      ] Fetching symbol history for STLA...
[2025-12-01T20:52:13.915354] [DEBUG] [REMOTE    ] STLA: Fetching historical data.
[2025-12-01T20:52:13.915469] [INFO ] [main      ] Progress: 600/769 forecasts completed (78.0%). HRB finished in 0.8s. ETA: 27.8s. Rate: 364.54 forecasts/min
[2025-12-01T20:52:13.927225] [INFO ] [LOCAL     ] ETY: Saved forecast.
[2025-12-01T20:52:13.927283] [INFO ] [main      ] ETY: Signal=1 (Conf=80.0%), Magnitude=0.21% (Conf=49.7934%)
[2025-12-01T20:52:13.927424] [INFO ] [main      ] Fetching symbol history for RGP...
[2025-12-01T20:52:13.927466] [DEBUG] [REMOTE    ] RGP: Fetching historical data.
[2025-12-01T20:52:13.927776] [INFO ] [main      ] Progress: 601/769 forecasts completed (78.2%). ETY finished in 0.6s. ETA: 27.6s. Rate: 365.10 forecasts/min
[2025-12-01T20:52:13.928669] [DEBUG] [REMOTE    ] STLA: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:13.929218] [DEBUG] [REMOTE    ] KNSL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:13.929798] [DEBUG] [LOCAL     ] Loaded configuration for STLA: 5 features, N/A% accuracy
[2025-12-01T20:52:13.929852] [INFO ] [LOCAL     ] STLA: Loaded 5 optimal features with 50.34% confidence from JSON config
[2025-12-01T20:52:13.929883] [DEBUG] [MAG       ] Building data for symbol: STLA with lookback: 0
[2025-12-01T20:52:13.930205] [DEBUG] [LOCAL     ] Loaded configuration for KNSL: 3 features, N/A% accuracy
[2025-12-01T20:52:13.930256] [INFO ] [LOCAL     ] KNSL: Loaded 3 optimal features with 51.82% confidence from JSON config
[2025-12-01T20:52:13.930286] [DEBUG] [MAG       ] Building data for symbol: KNSL with lookback: 0
[2025-12-01T20:52:13.930671] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:52:13.930744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:13.931095] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:52:13.931154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:13.935600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:13.935737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:13.937366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:13.937866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:52:13.939054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:52:13.939971] [DEBUG] [REMOTE    ] RGP: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:13.940839] [DEBUG] [LOCAL     ] Loaded configuration for RGP: 9 features, N/A% accuracy
[2025-12-01T20:52:13.940889] [INFO ] [LOCAL     ] RGP: Loaded 9 optimal features with 47.10% confidence from JSON config
[2025-12-01T20:52:13.940919] [DEBUG] [MAG       ] Building data for symbol: RGP with lookback: 0
[2025-12-01T20:52:13.941702] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:52:13.941763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:13.943382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:13.943901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:13.944326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:13.944728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:13.945451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:52:13.946242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-01T20:52:13.947748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:52:13.948368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-01T20:52:13.952102] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:13.957621] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:13.972644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:52:13.973482] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:13.984294] [DEBUG] [MAG       ] PFN: Last date is validated at 2025-12-01
[2025-12-01T20:52:14.151472] [DEBUG] [MAG       ] PFN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:14.209301] [INFO ] [LOCAL     ] PFN: Saved forecast.
[2025-12-01T20:52:14.209367] [INFO ] [main      ] PFN: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=24.0497%)
[2025-12-01T20:52:14.209522] [INFO ] [main      ] Fetching symbol history for AIFF...
[2025-12-01T20:52:14.209564] [DEBUG] [REMOTE    ] AIFF: Fetching historical data.
[2025-12-01T20:52:14.210786] [INFO ] [main      ] Progress: 602/769 forecasts completed (78.3%). PFN finished in 0.6s. ETA: 27.5s. Rate: 364.66 forecasts/min
[2025-12-01T20:52:14.222476] [DEBUG] [REMOTE    ] AIFF: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:14.223408] [DEBUG] [LOCAL     ] Loaded configuration for AIFF: 4 features, N/A% accuracy
[2025-12-01T20:52:14.223456] [INFO ] [LOCAL     ] AIFF: Loaded 4 optimal features with 50.26% confidence from JSON config
[2025-12-01T20:52:14.223488] [DEBUG] [MAG       ] Building data for symbol: AIFF with lookback: 0
[2025-12-01T20:52:14.224251] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:52:14.224307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:14.225967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:14.226458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:14.226854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:14.227589] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:14.284224] [DEBUG] [MAG       ] RGP: Last date is validated at 2025-12-01
[2025-12-01T20:52:14.294424] [DEBUG] [MAG       ] STLA: Last date is validated at 2025-12-01
[2025-12-01T20:52:14.302277] [DEBUG] [MAG       ] KNSL: Last date is validated at 2025-12-01
[2025-12-01T20:52:14.448680] [DEBUG] [MAG       ] RGP: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:14.463162] [DEBUG] [MAG       ] STLA: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:14.464297] [DEBUG] [MAG       ] KNSL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:14.509888] [INFO ] [LOCAL     ] RGP: Saved forecast.
[2025-12-01T20:52:14.509953] [INFO ] [main      ] RGP: Signal=1 (Conf=80.0%), Magnitude=0.82% (Conf=47.1033%)
[2025-12-01T20:52:14.510107] [INFO ] [main      ] Fetching symbol history for PSF...
[2025-12-01T20:52:14.510150] [DEBUG] [REMOTE    ] PSF: Fetching historical data.
[2025-12-01T20:52:14.511654] [INFO ] [main      ] Progress: 603/769 forecasts completed (78.4%). RGP finished in 0.6s. ETA: 27.4s. Rate: 364.16 forecasts/min
[2025-12-01T20:52:14.522970] [DEBUG] [REMOTE    ] PSF: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:14.524036] [DEBUG] [LOCAL     ] Loaded configuration for PSF: 4 features, N/A% accuracy
[2025-12-01T20:52:14.524085] [INFO ] [LOCAL     ] PSF: Loaded 4 optimal features with 61.99% confidence from JSON config
[2025-12-01T20:52:14.524116] [DEBUG] [MAG       ] Building data for symbol: PSF with lookback: 0
[2025-12-01T20:52:14.524878] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:52:14.524937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:52:14.525796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:52:14.527039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:52:14.529628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:52:14.530735] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:14.534485] [INFO ] [LOCAL     ] STLA: Saved forecast.
[2025-12-01T20:52:14.534551] [INFO ] [main      ] STLA: Signal=1 (Conf=80.0%), Magnitude=-3.34% (Conf=50.3377%)
[2025-12-01T20:52:14.534911] [INFO ] [main      ] Fetching symbol history for DIBS...
[2025-12-01T20:52:14.534962] [DEBUG] [REMOTE    ] DIBS: Fetching historical data.
[2025-12-01T20:52:14.535623] [INFO ] [main      ] Progress: 604/769 forecasts completed (78.5%). STLA finished in 0.6s. ETA: 27.1s. Rate: 364.68 forecasts/min
[2025-12-01T20:52:14.548851] [DEBUG] [REMOTE    ] DIBS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:14.549654] [DEBUG] [LOCAL     ] Loaded configuration for DIBS: 10 features, N/A% accuracy
[2025-12-01T20:52:14.549709] [INFO ] [LOCAL     ] DIBS: Loaded 10 optimal features with 42.31% confidence from JSON config
[2025-12-01T20:52:14.549742] [DEBUG] [MAG       ] Building data for symbol: DIBS with lookback: 0
[2025-12-01T20:52:14.550635] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-01T20:52:14.550702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:14.555849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:52:14.556863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:14.559456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:52:14.560143] [DEBUG] [MAG       ] AIFF: Last date is validated at 2025-12-01
[2025-12-01T20:52:14.560834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-01T20:52:14.561540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:52:14.564238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-01T20:52:14.566366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-01T20:52:14.570323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-01T20:52:14.571490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-01T20:52:14.572921] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:14.618272] [INFO ] [LOCAL     ] KNSL: Saved forecast.
[2025-12-01T20:52:14.618359] [INFO ] [main      ] KNSL: Signal=1 (Conf=80.0%), Magnitude=-3.25% (Conf=51.8231%)
[2025-12-01T20:52:14.618746] [INFO ] [main      ] Fetching symbol history for ACWI...
[2025-12-01T20:52:14.618798] [DEBUG] [REMOTE    ] ACWI: Fetching historical data.
[2025-12-01T20:52:14.620651] [INFO ] [main      ] Progress: 605/769 forecasts completed (78.7%). KNSL finished in 0.7s. ETA: 27.0s. Rate: 364.97 forecasts/min
[2025-12-01T20:52:14.633192] [DEBUG] [REMOTE    ] ACWI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:14.634327] [DEBUG] [LOCAL     ] Loaded configuration for ACWI: 6 features, N/A% accuracy
[2025-12-01T20:52:14.634383] [INFO ] [LOCAL     ] ACWI: Loaded 6 optimal features with 55.07% confidence from JSON config
[2025-12-01T20:52:14.634413] [DEBUG] [MAG       ] Building data for symbol: ACWI with lookback: 0
[2025-12-01T20:52:14.635197] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:14.635257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:14.639903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:14.641639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:14.642102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:14.642521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:14.642921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:14.680016] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:14.730223] [DEBUG] [MAG       ] AIFF: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:14.821417] [INFO ] [LOCAL     ] AIFF: Saved forecast.
[2025-12-01T20:52:14.821482] [INFO ] [main      ] AIFF: Signal=1 (Conf=80.0%), Magnitude=-1.61% (Conf=50.2641%)
[2025-12-01T20:52:14.821658] [INFO ] [main      ] Fetching symbol history for PDS...
[2025-12-01T20:52:14.821705] [DEBUG] [REMOTE    ] PDS: Fetching historical data.
[2025-12-01T20:52:14.822668] [INFO ] [main      ] Progress: 606/769 forecasts completed (78.8%). AIFF finished in 0.6s. ETA: 26.8s. Rate: 364.83 forecasts/min
[2025-12-01T20:52:14.835042] [DEBUG] [REMOTE    ] PDS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:14.835896] [DEBUG] [LOCAL     ] Loaded configuration for PDS: 7 features, N/A% accuracy
[2025-12-01T20:52:14.835949] [INFO ] [LOCAL     ] PDS: Loaded 7 optimal features with 51.07% confidence from JSON config
[2025-12-01T20:52:14.835981] [DEBUG] [MAG       ] Building data for symbol: PDS with lookback: 0
[2025-12-01T20:52:14.836799] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:52:14.836860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:14.841724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:14.843515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:14.844022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:14.844411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:52:14.845701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:52:14.848436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-01T20:52:14.849866] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:14.862039] [DEBUG] [MAG       ] PSF: Last date is validated at 2025-12-01
[2025-12-01T20:52:14.911847] [DEBUG] [MAG       ] DIBS: Last date is validated at 2025-12-01
[2025-12-01T20:52:15.006894] [DEBUG] [MAG       ] ACWI: Last date is validated at 2025-12-01
[2025-12-01T20:52:15.025223] [DEBUG] [MAG       ] PSF: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:15.075150] [DEBUG] [MAG       ] DIBS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:15.082250] [INFO ] [LOCAL     ] PSF: Saved forecast.
[2025-12-01T20:52:15.082317] [INFO ] [main      ] PSF: Signal=1 (Conf=80.0%), Magnitude=-0.24% (Conf=61.9887%)
[2025-12-01T20:52:15.082671] [INFO ] [main      ] Fetching symbol history for STRL...
[2025-12-01T20:52:15.082721] [DEBUG] [REMOTE    ] STRL: Fetching historical data.
[2025-12-01T20:52:15.083466] [INFO ] [main      ] Progress: 607/769 forecasts completed (78.9%). PSF finished in 0.6s. ETA: 26.7s. Rate: 364.48 forecasts/min
[2025-12-01T20:52:15.095478] [DEBUG] [REMOTE    ] STRL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:15.096476] [DEBUG] [LOCAL     ] Loaded configuration for STRL: 2 features, N/A% accuracy
[2025-12-01T20:52:15.096526] [INFO ] [LOCAL     ] STRL: Loaded 2 optimal features with 40.51% confidence from JSON config
[2025-12-01T20:52:15.096557] [DEBUG] [MAG       ] Building data for symbol: STRL with lookback: 0
[2025-12-01T20:52:15.097315] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:52:15.097372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:15.102150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-01T20:52:15.103724] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:15.169205] [DEBUG] [MAG       ] ACWI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:15.185849] [DEBUG] [MAG       ] PDS: Last date is validated at 2025-12-01
[2025-12-01T20:52:15.215533] [INFO ] [LOCAL     ] DIBS: Saved forecast.
[2025-12-01T20:52:15.215625] [INFO ] [main      ] DIBS: Signal=1 (Conf=80.0%), Magnitude=-1.60% (Conf=42.3116%)
[2025-12-01T20:52:15.215779] [INFO ] [main      ] Fetching symbol history for WSO...
[2025-12-01T20:52:15.215822] [DEBUG] [REMOTE    ] WSO: Fetching historical data.
[2025-12-01T20:52:15.216840] [INFO ] [main      ] Progress: 608/769 forecasts completed (79.1%). DIBS finished in 0.7s. ETA: 26.5s. Rate: 364.60 forecasts/min
[2025-12-01T20:52:15.228985] [DEBUG] [REMOTE    ] WSO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:15.229898] [DEBUG] [LOCAL     ] Loaded configuration for WSO: 1 features, N/A% accuracy
[2025-12-01T20:52:15.229948] [INFO ] [LOCAL     ] WSO: Loaded 1 optimal features with 55.96% confidence from JSON config
[2025-12-01T20:52:15.229978] [DEBUG] [MAG       ] Building data for symbol: WSO with lookback: 0
[2025-12-01T20:52:15.230748] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:52:15.230806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:52:15.231701] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:15.269207] [INFO ] [LOCAL     ] ACWI: Saved forecast.
[2025-12-01T20:52:15.269271] [INFO ] [main      ] ACWI: Signal=1 (Conf=80.0%), Magnitude=0.62% (Conf=55.068%)
[2025-12-01T20:52:15.269610] [INFO ] [main      ] Fetching symbol history for LXP...
[2025-12-01T20:52:15.269659] [DEBUG] [REMOTE    ] LXP: Fetching historical data.
[2025-12-01T20:52:15.270474] [INFO ] [main      ] Progress: 609/769 forecasts completed (79.2%). ACWI finished in 0.7s. ETA: 26.3s. Rate: 365.00 forecasts/min
[2025-12-01T20:52:15.282987] [DEBUG] [REMOTE    ] LXP: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:15.284222] [DEBUG] [LOCAL     ] Loaded configuration for LXP: 4 features, N/A% accuracy
[2025-12-01T20:52:15.284285] [INFO ] [LOCAL     ] LXP: Loaded 4 optimal features with 45.43% confidence from JSON config
[2025-12-01T20:52:15.284320] [DEBUG] [MAG       ] Building data for symbol: LXP with lookback: 0
[2025-12-01T20:52:15.285186] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:52:15.285247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:15.290509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:15.292284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:15.292772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:52:15.293527] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:15.355071] [DEBUG] [MAG       ] PDS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:15.435743] [DEBUG] [MAG       ] STRL: Last date is validated at 2025-12-01
[2025-12-01T20:52:15.449869] [INFO ] [LOCAL     ] PDS: Saved forecast.
[2025-12-01T20:52:15.449933] [INFO ] [main      ] PDS: Signal=1 (Conf=80.0%), Magnitude=0.54% (Conf=51.0692%)
[2025-12-01T20:52:15.450304] [INFO ] [main      ] Fetching symbol history for SIRI...
[2025-12-01T20:52:15.450354] [DEBUG] [REMOTE    ] SIRI: Fetching historical data.
[2025-12-01T20:52:15.451669] [INFO ] [main      ] Progress: 610/769 forecasts completed (79.3%). PDS finished in 0.6s. ETA: 26.1s. Rate: 364.94 forecasts/min
[2025-12-01T20:52:15.464031] [DEBUG] [REMOTE    ] SIRI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:15.465231] [DEBUG] [LOCAL     ] Loaded configuration for SIRI: 6 features, N/A% accuracy
[2025-12-01T20:52:15.465289] [INFO ] [LOCAL     ] SIRI: Loaded 6 optimal features with 54.30% confidence from JSON config
[2025-12-01T20:52:15.465319] [DEBUG] [MAG       ] Building data for symbol: SIRI with lookback: 0
[2025-12-01T20:52:15.466113] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:15.466173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:15.467821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:15.468304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:15.469084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:15.471461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:52:15.473454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:52:15.474193] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:15.561260] [DEBUG] [MAG       ] WSO: Last date is validated at 2025-12-01
[2025-12-01T20:52:15.600330] [DEBUG] [MAG       ] STRL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:15.635862] [DEBUG] [MAG       ] LXP: Last date is validated at 2025-12-01
[2025-12-01T20:52:15.721362] [DEBUG] [MAG       ] WSO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:15.727077] [INFO ] [LOCAL     ] STRL: Saved forecast.
[2025-12-01T20:52:15.727141] [INFO ] [main      ] STRL: Signal=1 (Conf=80.0%), Magnitude=-2.39% (Conf=40.5121%)
[2025-12-01T20:52:15.727477] [INFO ] [main      ] Fetching symbol history for DINO...
[2025-12-01T20:52:15.727525] [DEBUG] [REMOTE    ] DINO: Fetching historical data.
[2025-12-01T20:52:15.728677] [INFO ] [main      ] Progress: 611/769 forecasts completed (79.5%). STRL finished in 0.6s. ETA: 26.0s. Rate: 364.53 forecasts/min
[2025-12-01T20:52:15.740658] [DEBUG] [REMOTE    ] DINO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:15.741788] [DEBUG] [LOCAL     ] Loaded configuration for DINO: 7 features, N/A% accuracy
[2025-12-01T20:52:15.741839] [INFO ] [LOCAL     ] DINO: Loaded 7 optimal features with 58.97% confidence from JSON config
[2025-12-01T20:52:15.741870] [DEBUG] [MAG       ] Building data for symbol: DINO with lookback: 0
[2025-12-01T20:52:15.742621] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:52:15.742682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:15.747307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:15.749059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:15.749538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:15.750276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:15.750669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:52:15.752209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:52:15.754765] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:15.808362] [DEBUG] [MAG       ] LXP: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:15.808671] [DEBUG] [MAG       ] SIRI: Last date is validated at 2025-12-01
[2025-12-01T20:52:15.842068] [INFO ] [LOCAL     ] WSO: Saved forecast.
[2025-12-01T20:52:15.842133] [INFO ] [main      ] WSO: Signal=1 (Conf=80.0%), Magnitude=-2.40% (Conf=55.9591%)
[2025-12-01T20:52:15.842290] [INFO ] [main      ] Fetching symbol history for HWKN...
[2025-12-01T20:52:15.842333] [DEBUG] [REMOTE    ] HWKN: Fetching historical data.
[2025-12-01T20:52:15.843662] [INFO ] [main      ] Progress: 612/769 forecasts completed (79.6%). WSO finished in 0.6s. ETA: 25.8s. Rate: 364.71 forecasts/min
[2025-12-01T20:52:15.855653] [DEBUG] [REMOTE    ] HWKN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:15.856832] [DEBUG] [LOCAL     ] Loaded configuration for HWKN: 4 features, N/A% accuracy
[2025-12-01T20:52:15.856882] [INFO ] [LOCAL     ] HWKN: Loaded 4 optimal features with 59.90% confidence from JSON config
[2025-12-01T20:52:15.856911] [DEBUG] [MAG       ] Building data for symbol: HWKN with lookback: 0
[2025-12-01T20:52:15.857695] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:52:15.857754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:15.862423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:15.864784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:52:15.865528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-01T20:52:15.866996] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:15.889294] [INFO ] [LOCAL     ] LXP: Saved forecast.
[2025-12-01T20:52:15.889360] [INFO ] [main      ] LXP: Signal=1 (Conf=80.0%), Magnitude=0.42% (Conf=45.4322%)
[2025-12-01T20:52:15.889726] [INFO ] [main      ] Fetching symbol history for MPA...
[2025-12-01T20:52:15.889777] [DEBUG] [REMOTE    ] MPA: Fetching historical data.
[2025-12-01T20:52:15.890643] [INFO ] [main      ] Progress: 613/769 forecasts completed (79.7%). LXP finished in 0.6s. ETA: 25.6s. Rate: 365.13 forecasts/min
[2025-12-01T20:52:15.903053] [DEBUG] [REMOTE    ] MPA: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:15.904083] [DEBUG] [LOCAL     ] Loaded configuration for MPA: 0 features, N/A% accuracy
[2025-12-01T20:52:15.904134] [INFO ] [LOCAL     ] MPA: Loaded 0 optimal features with 51.43% confidence from JSON config
[2025-12-01T20:52:15.904164] [DEBUG] [MAG       ] Building data for symbol: MPA with lookback: 0
[2025-12-01T20:52:15.904951] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-01T20:52:15.979700] [DEBUG] [MAG       ] SIRI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:16.062986] [INFO ] [LOCAL     ] SIRI: Saved forecast.
[2025-12-01T20:52:16.063051] [INFO ] [main      ] SIRI: Signal=1 (Conf=80.0%), Magnitude=-3.59% (Conf=54.2994%)
[2025-12-01T20:52:16.063205] [INFO ] [main      ] Fetching symbol history for FTXN...
[2025-12-01T20:52:16.063247] [DEBUG] [REMOTE    ] FTXN: Fetching historical data.
[2025-12-01T20:52:16.063967] [INFO ] [main      ] Progress: 614/769 forecasts completed (79.8%). SIRI finished in 0.6s. ETA: 25.5s. Rate: 365.10 forecasts/min
[2025-12-01T20:52:16.077322] [DEBUG] [REMOTE    ] FTXN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:16.078409] [DEBUG] [LOCAL     ] Loaded configuration for FTXN: 6 features, N/A% accuracy
[2025-12-01T20:52:16.078478] [INFO ] [LOCAL     ] FTXN: Loaded 6 optimal features with 48.94% confidence from JSON config
[2025-12-01T20:52:16.078511] [DEBUG] [MAG       ] Building data for symbol: FTXN with lookback: 0
[2025-12-01T20:52:16.079350] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:16.079419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:16.081242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:16.081794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:16.082193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:16.082999] [DEBUG] [MAG       ] DINO: Last date is validated at 2025-12-01
[2025-12-01T20:52:16.084968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:52:16.193483] [DEBUG] [MAG       ] HWKN: Last date is validated at 2025-12-01
[2025-12-01T20:52:16.197525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:52:16.198835] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:16.246891] [DEBUG] [MAG       ] DINO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:16.248360] [DEBUG] [MAG       ] MPA: Last date is validated at 2025-12-01
[2025-12-01T20:52:16.339978] [INFO ] [LOCAL     ] DINO: Saved forecast.
[2025-12-01T20:52:16.340050] [INFO ] [main      ] DINO: Signal=1 (Conf=80.0%), Magnitude=-0.29% (Conf=58.9684%)
[2025-12-01T20:52:16.340370] [INFO ] [main      ] Fetching symbol history for IOSP...
[2025-12-01T20:52:16.340418] [DEBUG] [REMOTE    ] IOSP: Fetching historical data.
[2025-12-01T20:52:16.340659] [INFO ] [main      ] Progress: 615/769 forecasts completed (80.0%). DINO finished in 0.6s. ETA: 25.3s. Rate: 364.70 forecasts/min
[2025-12-01T20:52:16.353351] [DEBUG] [REMOTE    ] IOSP: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:16.354412] [DEBUG] [LOCAL     ] Loaded configuration for IOSP: 1 features, N/A% accuracy
[2025-12-01T20:52:16.354462] [INFO ] [LOCAL     ] IOSP: Loaded 1 optimal features with 52.29% confidence from JSON config
[2025-12-01T20:52:16.354492] [DEBUG] [MAG       ] Building data for symbol: IOSP with lookback: 0
[2025-12-01T20:52:16.355243] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:52:16.355299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:16.356951] [DEBUG] [MAG       ] HWKN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:16.359958] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:16.429859] [DEBUG] [MAG       ] MPA: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:16.468722] [INFO ] [LOCAL     ] HWKN: Saved forecast.
[2025-12-01T20:52:16.468803] [INFO ] [main      ] HWKN: Signal=1 (Conf=80.0%), Magnitude=3.05% (Conf=59.9022%)
[2025-12-01T20:52:16.468971] [INFO ] [main      ] Fetching symbol history for AGNC...
[2025-12-01T20:52:16.469016] [DEBUG] [REMOTE    ] AGNC: Fetching historical data.
[2025-12-01T20:52:16.470651] [INFO ] [main      ] Progress: 616/769 forecasts completed (80.1%). HWKN finished in 0.6s. ETA: 25.2s. Rate: 364.82 forecasts/min
[2025-12-01T20:52:16.481748] [DEBUG] [REMOTE    ] AGNC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:16.482745] [INFO ] [LOCAL     ] MPA: Saved forecast.
[2025-12-01T20:52:16.482814] [INFO ] [main      ] MPA: Signal=1 (Conf=80.0%), Magnitude=-0.83% (Conf=51.4319%)
[2025-12-01T20:52:16.483034] [INFO ] [main      ] Fetching symbol history for ALK...
[2025-12-01T20:52:16.483078] [DEBUG] [REMOTE    ] ALK: Fetching historical data.
[2025-12-01T20:52:16.484135] [DEBUG] [LOCAL     ] Loaded configuration for AGNC: 2 features, N/A% accuracy
[2025-12-01T20:52:16.484186] [INFO ] [LOCAL     ] AGNC: Loaded 2 optimal features with 60.56% confidence from JSON config
[2025-12-01T20:52:16.484216] [DEBUG] [MAG       ] Building data for symbol: AGNC with lookback: 0
[2025-12-01T20:52:16.484611] [INFO ] [main      ] Progress: 617/769 forecasts completed (80.2%). MPA finished in 0.6s. ETA: 25.0s. Rate: 365.36 forecasts/min
[2025-12-01T20:52:16.485024] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:52:16.485082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:16.490445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:52:16.493191] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:16.499500] [DEBUG] [REMOTE    ] ALK: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:16.500512] [DEBUG] [LOCAL     ] Loaded configuration for ALK: 4 features, N/A% accuracy
[2025-12-01T20:52:16.500566] [INFO ] [LOCAL     ] ALK: Loaded 4 optimal features with 52.02% confidence from JSON config
[2025-12-01T20:52:16.500618] [DEBUG] [MAG       ] Building data for symbol: ALK with lookback: 0
[2025-12-01T20:52:16.501454] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:52:16.501529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:16.503286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:16.503811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:16.504199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-01T20:52:16.505337] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:16.527788] [DEBUG] [MAG       ] FTXN: Last date is validated at 2025-12-01
[2025-12-01T20:52:16.690419] [DEBUG] [MAG       ] IOSP: Last date is validated at 2025-12-01
[2025-12-01T20:52:16.699091] [DEBUG] [MAG       ] FTXN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:16.772421] [INFO ] [LOCAL     ] FTXN: Saved forecast.
[2025-12-01T20:52:16.772487] [INFO ] [main      ] FTXN: Signal=1 (Conf=80.0%), Magnitude=0.73% (Conf=48.935%)
[2025-12-01T20:52:16.772847] [INFO ] [main      ] Progress: 618/769 forecasts completed (80.4%). FTXN finished in 0.7s. ETA: 24.8s. Rate: 364.92 forecasts/min
[2025-12-01T20:52:16.772971] [INFO ] [main      ] Fetching symbol history for IMKTA...
[2025-12-01T20:52:16.773015] [DEBUG] [REMOTE    ] IMKTA: Fetching historical data.
[2025-12-01T20:52:16.786434] [DEBUG] [REMOTE    ] IMKTA: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:16.787628] [DEBUG] [LOCAL     ] Loaded configuration for IMKTA: 6 features, N/A% accuracy
[2025-12-01T20:52:16.787679] [INFO ] [LOCAL     ] IMKTA: Loaded 6 optimal features with 46.85% confidence from JSON config
[2025-12-01T20:52:16.787709] [DEBUG] [MAG       ] Building data for symbol: IMKTA with lookback: 0
[2025-12-01T20:52:16.788502] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:16.788561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:16.790277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:16.790779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:16.791197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:16.818746] [DEBUG] [MAG       ] AGNC: Last date is validated at 2025-12-01
[2025-12-01T20:52:16.838529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:52:16.840496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-01T20:52:16.844373] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:16.852254] [DEBUG] [MAG       ] ALK: Last date is validated at 2025-12-01
[2025-12-01T20:52:16.854478] [DEBUG] [MAG       ] IOSP: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:16.946623] [INFO ] [LOCAL     ] IOSP: Saved forecast.
[2025-12-01T20:52:16.946700] [INFO ] [main      ] IOSP: Signal=1 (Conf=80.0%), Magnitude=-3.38% (Conf=52.2936%)
[2025-12-01T20:52:16.947125] [INFO ] [main      ] Fetching symbol history for ADTN...
[2025-12-01T20:52:16.947176] [DEBUG] [REMOTE    ] ADTN: Fetching historical data.
[2025-12-01T20:52:16.947658] [INFO ] [main      ] Progress: 619/769 forecasts completed (80.5%). IOSP finished in 0.6s. ETA: 24.7s. Rate: 364.88 forecasts/min
[2025-12-01T20:52:16.959319] [DEBUG] [REMOTE    ] ADTN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:16.960498] [DEBUG] [LOCAL     ] Loaded configuration for ADTN: 2 features, N/A% accuracy
[2025-12-01T20:52:16.960549] [INFO ] [LOCAL     ] ADTN: Loaded 2 optimal features with 56.19% confidence from JSON config
[2025-12-01T20:52:16.960602] [DEBUG] [MAG       ] Building data for symbol: ADTN with lookback: 0
[2025-12-01T20:52:16.961345] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:52:16.961400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:52:16.962123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:52:16.962788] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:16.983716] [DEBUG] [MAG       ] AGNC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:17.029198] [DEBUG] [MAG       ] ALK: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:17.040240] [INFO ] [LOCAL     ] AGNC: Saved forecast.
[2025-12-01T20:52:17.040305] [INFO ] [main      ] AGNC: Signal=1 (Conf=80.0%), Magnitude=0.35% (Conf=60.5575%)
[2025-12-01T20:52:17.040462] [INFO ] [main      ] Fetching symbol history for CENTA...
[2025-12-01T20:52:17.040505] [DEBUG] [REMOTE    ] CENTA: Fetching historical data.
[2025-12-01T20:52:17.041656] [INFO ] [main      ] Progress: 620/769 forecasts completed (80.6%). AGNC finished in 0.6s. ETA: 24.5s. Rate: 365.13 forecasts/min
[2025-12-01T20:52:17.053895] [DEBUG] [REMOTE    ] CENTA: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:17.054847] [DEBUG] [LOCAL     ] Loaded configuration for CENTA: 6 features, N/A% accuracy
[2025-12-01T20:52:17.054899] [INFO ] [LOCAL     ] CENTA: Loaded 6 optimal features with 69.30% confidence from JSON config
[2025-12-01T20:52:17.054929] [DEBUG] [MAG       ] Building data for symbol: CENTA with lookback: 0
[2025-12-01T20:52:17.055684] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:17.055742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:17.060485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:17.062267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:17.062730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:17.063110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:52:17.064026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:52:17.065762] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:17.131001] [INFO ] [LOCAL     ] ALK: Saved forecast.
[2025-12-01T20:52:17.131068] [INFO ] [main      ] ALK: Signal=1 (Conf=80.0%), Magnitude=-3.27% (Conf=52.0213%)
[2025-12-01T20:52:17.131418] [INFO ] [main      ] Fetching symbol history for GWH...
[2025-12-01T20:52:17.131469] [DEBUG] [REMOTE    ] GWH: Fetching historical data.
[2025-12-01T20:52:17.131680] [INFO ] [main      ] Progress: 621/769 forecasts completed (80.8%). ALK finished in 0.6s. ETA: 24.3s. Rate: 365.40 forecasts/min
[2025-12-01T20:52:17.147621] [DEBUG] [REMOTE    ] GWH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:17.148687] [DEBUG] [LOCAL     ] Loaded configuration for GWH: 5 features, N/A% accuracy
[2025-12-01T20:52:17.148744] [INFO ] [LOCAL     ] GWH: Loaded 5 optimal features with 55.73% confidence from JSON config
[2025-12-01T20:52:17.148778] [DEBUG] [MAG       ] Building data for symbol: GWH with lookback: 0
[2025-12-01T20:52:17.149710] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:52:17.149779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:17.152215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:52:17.153089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:52:17.154932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:52:17.157680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:52:17.158985] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:17.181266] [DEBUG] [MAG       ] IMKTA: Last date is validated at 2025-12-01
[2025-12-01T20:52:17.293564] [DEBUG] [MAG       ] ADTN: Last date is validated at 2025-12-01
[2025-12-01T20:52:17.354567] [DEBUG] [MAG       ] IMKTA: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:17.396983] [DEBUG] [MAG       ] CENTA: Last date is validated at 2025-12-01
[2025-12-01T20:52:17.453541] [INFO ] [LOCAL     ] IMKTA: Saved forecast.
[2025-12-01T20:52:17.453625] [INFO ] [main      ] IMKTA: Signal=1 (Conf=80.0%), Magnitude=-0.32% (Conf=46.8451%)
[2025-12-01T20:52:17.453816] [INFO ] [main      ] Fetching symbol history for GNLX...
[2025-12-01T20:52:17.453880] [DEBUG] [REMOTE    ] GNLX: Fetching historical data.
[2025-12-01T20:52:17.454850] [INFO ] [main      ] Progress: 622/769 forecasts completed (80.9%). IMKTA finished in 0.7s. ETA: 24.2s. Rate: 364.83 forecasts/min
[2025-12-01T20:52:17.460136] [DEBUG] [MAG       ] ADTN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:17.468073] [DEBUG] [REMOTE    ] GNLX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:17.469255] [DEBUG] [LOCAL     ] Loaded configuration for GNLX: 8 features, N/A% accuracy
[2025-12-01T20:52:17.469324] [INFO ] [LOCAL     ] GNLX: Loaded 8 optimal features with 57.51% confidence from JSON config
[2025-12-01T20:52:17.469361] [DEBUG] [MAG       ] Building data for symbol: GNLX with lookback: 0
[2025-12-01T20:52:17.470263] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:52:17.470325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:17.475388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:17.477298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:17.477808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:17.478273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:17.478702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:17.481170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:52:17.483947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:52:17.486046] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:17.495534] [DEBUG] [MAG       ] GWH: Last date is validated at 2025-12-01
[2025-12-01T20:52:17.523532] [INFO ] [LOCAL     ] ADTN: Saved forecast.
[2025-12-01T20:52:17.523614] [INFO ] [main      ] ADTN: Signal=1 (Conf=80.0%), Magnitude=-1.51% (Conf=56.1913%)
[2025-12-01T20:52:17.523951] [INFO ] [main      ] Fetching symbol history for VRTS...
[2025-12-01T20:52:17.524000] [DEBUG] [REMOTE    ] VRTS: Fetching historical data.
[2025-12-01T20:52:17.524666] [INFO ] [main      ] Progress: 623/769 forecasts completed (81.0%). ADTN finished in 0.6s. ETA: 24.0s. Rate: 365.17 forecasts/min
[2025-12-01T20:52:17.536628] [DEBUG] [REMOTE    ] VRTS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:17.537738] [DEBUG] [LOCAL     ] Loaded configuration for VRTS: 4 features, N/A% accuracy
[2025-12-01T20:52:17.537788] [INFO ] [LOCAL     ] VRTS: Loaded 4 optimal features with 52.71% confidence from JSON config
[2025-12-01T20:52:17.537821] [DEBUG] [MAG       ] Building data for symbol: VRTS with lookback: 0
[2025-12-01T20:52:17.538610] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:52:17.538668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:17.543374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:17.545138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:17.545610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:52:17.547476] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:17.563345] [DEBUG] [MAG       ] CENTA: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:17.644341] [INFO ] [LOCAL     ] CENTA: Saved forecast.
[2025-12-01T20:52:17.644404] [INFO ] [main      ] CENTA: Signal=1 (Conf=80.0%), Magnitude=-1.05% (Conf=69.2994%)
[2025-12-01T20:52:17.644560] [INFO ] [main      ] Fetching symbol history for BFLY...
[2025-12-01T20:52:17.644620] [DEBUG] [REMOTE    ] BFLY: Fetching historical data.
[2025-12-01T20:52:17.645676] [INFO ] [main      ] Progress: 624/769 forecasts completed (81.1%). CENTA finished in 0.6s. ETA: 23.8s. Rate: 365.32 forecasts/min
[2025-12-01T20:52:17.657786] [DEBUG] [REMOTE    ] BFLY: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:17.658665] [DEBUG] [LOCAL     ] Loaded configuration for BFLY: 4 features, N/A% accuracy
[2025-12-01T20:52:17.658715] [INFO ] [LOCAL     ] BFLY: Loaded 4 optimal features with 51.48% confidence from JSON config
[2025-12-01T20:52:17.658746] [DEBUG] [MAG       ] Building data for symbol: BFLY with lookback: 0
[2025-12-01T20:52:17.659503] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:52:17.659559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:17.661239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:17.661738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:17.662516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-01T20:52:17.663137] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:17.667955] [DEBUG] [MAG       ] GWH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:17.753041] [INFO ] [LOCAL     ] GWH: Saved forecast.
[2025-12-01T20:52:17.753113] [INFO ] [main      ] GWH: Signal=1 (Conf=80.0%), Magnitude=11.08% (Conf=55.7286%)
[2025-12-01T20:52:17.753465] [INFO ] [main      ] Fetching symbol history for IAG...
[2025-12-01T20:52:17.753516] [DEBUG] [REMOTE    ] IAG: Fetching historical data.
[2025-12-01T20:52:17.753654] [INFO ] [main      ] Progress: 625/769 forecasts completed (81.3%). GWH finished in 0.6s. ETA: 23.6s. Rate: 365.52 forecasts/min
[2025-12-01T20:52:17.767253] [DEBUG] [REMOTE    ] IAG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:17.768440] [DEBUG] [LOCAL     ] Loaded configuration for IAG: 5 features, N/A% accuracy
[2025-12-01T20:52:17.768496] [INFO ] [LOCAL     ] IAG: Loaded 5 optimal features with 46.94% confidence from JSON config
[2025-12-01T20:52:17.768528] [DEBUG] [MAG       ] Building data for symbol: IAG with lookback: 0
[2025-12-01T20:52:17.769427] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:52:17.769490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:17.774877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:17.775809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-01T20:52:17.777364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-01T20:52:17.778880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-01T20:52:17.780114] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:17.832564] [DEBUG] [MAG       ] GNLX: Last date is validated at 2025-12-01
[2025-12-01T20:52:17.877846] [DEBUG] [MAG       ] VRTS: Last date is validated at 2025-12-01
[2025-12-01T20:52:17.994163] [DEBUG] [MAG       ] BFLY: Last date is validated at 2025-12-01
[2025-12-01T20:52:17.998940] [DEBUG] [MAG       ] GNLX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:18.043601] [DEBUG] [MAG       ] VRTS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:18.072480] [INFO ] [LOCAL     ] GNLX: Saved forecast.
[2025-12-01T20:52:18.072543] [INFO ] [main      ] GNLX: Signal=1 (Conf=80.0%), Magnitude=-15.98% (Conf=57.5057%)
[2025-12-01T20:52:18.072915] [INFO ] [main      ] Fetching symbol history for JAKK...
[2025-12-01T20:52:18.072966] [DEBUG] [REMOTE    ] JAKK: Fetching historical data.
[2025-12-01T20:52:18.073706] [INFO ] [main      ] Progress: 626/769 forecasts completed (81.4%). GNLX finished in 0.6s. ETA: 23.5s. Rate: 364.97 forecasts/min
[2025-12-01T20:52:18.085686] [DEBUG] [REMOTE    ] JAKK: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:18.086662] [DEBUG] [LOCAL     ] Loaded configuration for JAKK: 5 features, N/A% accuracy
[2025-12-01T20:52:18.086714] [INFO ] [LOCAL     ] JAKK: Loaded 5 optimal features with 60.66% confidence from JSON config
[2025-12-01T20:52:18.086745] [DEBUG] [MAG       ] Building data for symbol: JAKK with lookback: 0
[2025-12-01T20:52:18.087481] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:52:18.087540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:18.089225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:18.089728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:18.090103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:52:18.091001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-01T20:52:18.091690] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:18.126301] [DEBUG] [MAG       ] IAG: Last date is validated at 2025-12-01
[2025-12-01T20:52:18.158148] [DEBUG] [MAG       ] BFLY: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:18.165981] [INFO ] [LOCAL     ] VRTS: Saved forecast.
[2025-12-01T20:52:18.166054] [INFO ] [main      ] VRTS: Signal=1 (Conf=80.0%), Magnitude=2.34% (Conf=52.71%)
[2025-12-01T20:52:18.166207] [INFO ] [main      ] Fetching symbol history for IEI...
[2025-12-01T20:52:18.166248] [DEBUG] [REMOTE    ] IEI: Fetching historical data.
[2025-12-01T20:52:18.166851] [INFO ] [main      ] Progress: 627/769 forecasts completed (81.5%). VRTS finished in 0.6s. ETA: 23.3s. Rate: 365.22 forecasts/min
[2025-12-01T20:52:18.179043] [DEBUG] [REMOTE    ] IEI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:18.180091] [DEBUG] [LOCAL     ] Loaded configuration for IEI: 4 features, N/A% accuracy
[2025-12-01T20:52:18.180141] [INFO ] [LOCAL     ] IEI: Loaded 4 optimal features with 50.48% confidence from JSON config
[2025-12-01T20:52:18.180171] [DEBUG] [MAG       ] Building data for symbol: IEI with lookback: 0
[2025-12-01T20:52:18.180956] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:52:18.181020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:52:18.183688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:52:18.185659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:52:18.186697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-01T20:52:18.189388] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:18.216624] [INFO ] [LOCAL     ] BFLY: Saved forecast.
[2025-12-01T20:52:18.216688] [INFO ] [main      ] BFLY: Signal=1 (Conf=80.0%), Magnitude=-4.66% (Conf=51.4805%)
[2025-12-01T20:52:18.217032] [INFO ] [main      ] Fetching symbol history for GH...
[2025-12-01T20:52:18.217080] [DEBUG] [REMOTE    ] GH: Fetching historical data.
[2025-12-01T20:52:18.217648] [INFO ] [main      ] Progress: 628/769 forecasts completed (81.7%). BFLY finished in 0.6s. ETA: 23.1s. Rate: 365.62 forecasts/min
[2025-12-01T20:52:18.230414] [DEBUG] [REMOTE    ] GH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:18.231406] [DEBUG] [LOCAL     ] Loaded configuration for GH: 2 features, N/A% accuracy
[2025-12-01T20:52:18.231461] [INFO ] [LOCAL     ] GH: Loaded 2 optimal features with 53.74% confidence from JSON config
[2025-12-01T20:52:18.231491] [DEBUG] [MAG       ] Building data for symbol: GH with lookback: 0
[2025-12-01T20:52:18.232284] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:52:18.232342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:18.237050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:52:18.294478] [DEBUG] [MAG       ] IAG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:18.311384] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:18.367159] [INFO ] [LOCAL     ] IAG: Saved forecast.
[2025-12-01T20:52:18.367225] [INFO ] [main      ] IAG: Signal=1 (Conf=80.0%), Magnitude=-2.57% (Conf=46.944%)
[2025-12-01T20:52:18.367587] [INFO ] [main      ] Fetching symbol history for AVO...
[2025-12-01T20:52:18.367656] [DEBUG] [REMOTE    ] AVO: Fetching historical data.
[2025-12-01T20:52:18.367645] [INFO ] [main      ] Progress: 629/769 forecasts completed (81.8%). IAG finished in 0.6s. ETA: 23.0s. Rate: 365.67 forecasts/min
[2025-12-01T20:52:18.380877] [DEBUG] [REMOTE    ] AVO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:18.381981] [DEBUG] [LOCAL     ] Loaded configuration for AVO: 2 features, N/A% accuracy
[2025-12-01T20:52:18.382032] [INFO ] [LOCAL     ] AVO: Loaded 2 optimal features with 53.02% confidence from JSON config
[2025-12-01T20:52:18.382063] [DEBUG] [MAG       ] Building data for symbol: AVO with lookback: 0
[2025-12-01T20:52:18.382824] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:52:18.382886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:52:18.383721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:18.386116] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:18.428016] [DEBUG] [MAG       ] JAKK: Last date is validated at 2025-12-01
[2025-12-01T20:52:18.520365] [DEBUG] [MAG       ] IEI: Last date is validated at 2025-12-01
[2025-12-01T20:52:18.593656] [DEBUG] [MAG       ] JAKK: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:18.642048] [DEBUG] [MAG       ] GH: Last date is validated at 2025-12-01
[2025-12-01T20:52:18.672882] [INFO ] [LOCAL     ] JAKK: Saved forecast.
[2025-12-01T20:52:18.672954] [INFO ] [main      ] JAKK: Signal=1 (Conf=80.0%), Magnitude=2.75% (Conf=60.6588%)
[2025-12-01T20:52:18.673112] [INFO ] [main      ] Fetching symbol history for ENPH...
[2025-12-01T20:52:18.673155] [DEBUG] [REMOTE    ] ENPH: Fetching historical data.
[2025-12-01T20:52:18.673866] [INFO ] [main      ] Progress: 630/769 forecasts completed (81.9%). JAKK finished in 0.6s. ETA: 22.8s. Rate: 365.17 forecasts/min
[2025-12-01T20:52:18.683792] [DEBUG] [MAG       ] IEI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:18.686479] [DEBUG] [REMOTE    ] ENPH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:18.687648] [DEBUG] [LOCAL     ] Loaded configuration for ENPH: 6 features, N/A% accuracy
[2025-12-01T20:52:18.687699] [INFO ] [LOCAL     ] ENPH: Loaded 6 optimal features with 54.05% confidence from JSON config
[2025-12-01T20:52:18.687730] [DEBUG] [MAG       ] Building data for symbol: ENPH with lookback: 0
[2025-12-01T20:52:18.688505] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:18.688564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:18.690285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:18.690783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:18.691159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:18.691900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:18.725833] [DEBUG] [MAG       ] AVO: Last date is validated at 2025-12-01
[2025-12-01T20:52:18.740070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:52:18.740777] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:18.753801] [INFO ] [LOCAL     ] IEI: Saved forecast.
[2025-12-01T20:52:18.753874] [INFO ] [main      ] IEI: Signal=1 (Conf=80.0%), Magnitude=0.09% (Conf=50.4765%)
[2025-12-01T20:52:18.754215] [INFO ] [main      ] Fetching symbol history for BSCP...
[2025-12-01T20:52:18.754262] [DEBUG] [REMOTE    ] BSCP: Fetching historical data.
[2025-12-01T20:52:18.754652] [INFO ] [main      ] Progress: 631/769 forecasts completed (82.1%). IEI finished in 0.6s. ETA: 22.7s. Rate: 365.47 forecasts/min
[2025-12-01T20:52:18.767752] [DEBUG] [REMOTE    ] BSCP: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:18.768664] [DEBUG] [LOCAL     ] Loaded configuration for BSCP: 53 features, N/A% accuracy
[2025-12-01T20:52:18.768718] [INFO ] [LOCAL     ] BSCP: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-01T20:52:18.768749] [DEBUG] [MAG       ] Building data for symbol: BSCP with lookback: 0
[2025-12-01T20:52:18.769509] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-01T20:52:18.769624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:18.774364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:18.776421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:18.776913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:18.777341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:18.777737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:18.778469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:52:18.779266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:18.781623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:52:18.807639] [DEBUG] [MAG       ] GH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:18.887553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:52:18.889254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:18.894858] [DEBUG] [MAG       ] AVO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:18.919933] [INFO ] [LOCAL     ] GH: Saved forecast.
[2025-12-01T20:52:18.920004] [INFO ] [main      ] GH: Signal=1 (Conf=80.0%), Magnitude=1.59% (Conf=53.7446%)
[2025-12-01T20:52:18.920160] [INFO ] [main      ] Fetching symbol history for TENX...
[2025-12-01T20:52:18.920202] [DEBUG] [REMOTE    ] TENX: Fetching historical data.
[2025-12-01T20:52:18.921656] [INFO ] [main      ] Progress: 632/769 forecasts completed (82.2%). GH finished in 0.7s. ETA: 22.5s. Rate: 365.46 forecasts/min
[2025-12-01T20:52:18.928248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:52:18.929259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:18.932895] [DEBUG] [REMOTE    ] TENX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:18.934034] [DEBUG] [LOCAL     ] Loaded configuration for TENX: 3 features, N/A% accuracy
[2025-12-01T20:52:18.934093] [INFO ] [LOCAL     ] TENX: Loaded 3 optimal features with 57.60% confidence from JSON config
[2025-12-01T20:52:18.934125] [DEBUG] [MAG       ] Building data for symbol: TENX with lookback: 0
[2025-12-01T20:52:18.934888] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:52:18.934946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:18.936692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:18.937200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:52:18.938549] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:18.963814] [INFO ] [LOCAL     ] AVO: Saved forecast.
[2025-12-01T20:52:18.963889] [INFO ] [main      ] AVO: Signal=1 (Conf=80.0%), Magnitude=2.94% (Conf=53.0234%)
[2025-12-01T20:52:18.964250] [INFO ] [main      ] Fetching symbol history for AMRN...
[2025-12-01T20:52:18.964300] [DEBUG] [REMOTE    ] AMRN: Fetching historical data.
[2025-12-01T20:52:18.964619] [INFO ] [main      ] Progress: 633/769 forecasts completed (82.3%). AVO finished in 0.6s. ETA: 22.3s. Rate: 365.88 forecasts/min
[2025-12-01T20:52:18.970960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:52:18.971762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:52:18.972968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:52:18.977520] [DEBUG] [REMOTE    ] AMRN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:18.978663] [DEBUG] [LOCAL     ] Loaded configuration for AMRN: 9 features, N/A% accuracy
[2025-12-01T20:52:18.978715] [INFO ] [LOCAL     ] AMRN: Loaded 9 optimal features with 48.40% confidence from JSON config
[2025-12-01T20:52:18.978746] [DEBUG] [MAG       ] Building data for symbol: AMRN with lookback: 0
[2025-12-01T20:52:18.979540] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:52:18.979626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:18.984283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:18.985118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:18.987395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:52:18.989058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:19.034535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:52:19.035813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:52:19.041654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-01T20:52:19.042805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-01T20:52:19.044186] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:19.047114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:52:19.047999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:52:19.049870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:52:19.052699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:52:19.053810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:52:19.055837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:52:19.056555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:52:19.061002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:52:19.062192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:52:19.063527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-01T20:52:19.065209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:52:19.068162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:52:19.068860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-01T20:52:19.069542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:52:19.071607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:52:19.072700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-01T20:52:19.073405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-01T20:52:19.074146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-01T20:52:19.074892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:52:19.077587] [DEBUG] [MAG       ] ENPH: Last date is validated at 2025-12-01
[2025-12-01T20:52:19.077827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-01T20:52:19.079489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-01T20:52:19.082060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-01T20:52:19.084256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-01T20:52:19.088171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:52:19.106372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:52:19.107607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:52:19.109324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-01T20:52:19.110095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-01T20:52:19.111711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-01T20:52:19.113293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-01T20:52:19.114207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:52:19.115458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-01T20:52:19.116691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-01T20:52:19.118872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-01T20:52:19.120455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-01T20:52:19.123288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-01T20:52:19.125187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-01T20:52:19.131196] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:19.243546] [DEBUG] [MAG       ] ENPH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:19.273066] [DEBUG] [MAG       ] TENX: Last date is validated at 2025-12-01
[2025-12-01T20:52:19.353916] [INFO ] [LOCAL     ] ENPH: Saved forecast.
[2025-12-01T20:52:19.353980] [INFO ] [main      ] ENPH: Signal=1 (Conf=80.0%), Magnitude=8.34% (Conf=54.0485%)
[2025-12-01T20:52:19.354137] [INFO ] [main      ] Fetching symbol history for GLSI...
[2025-12-01T20:52:19.354180] [DEBUG] [REMOTE    ] GLSI: Fetching historical data.
[2025-12-01T20:52:19.354819] [INFO ] [main      ] Progress: 634/769 forecasts completed (82.4%). ENPH finished in 0.7s. ETA: 22.2s. Rate: 365.09 forecasts/min
[2025-12-01T20:52:19.366908] [DEBUG] [REMOTE    ] GLSI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:19.367999] [DEBUG] [LOCAL     ] Loaded configuration for GLSI: 5 features, N/A% accuracy
[2025-12-01T20:52:19.368050] [INFO ] [LOCAL     ] GLSI: Loaded 5 optimal features with 59.94% confidence from JSON config
[2025-12-01T20:52:19.368081] [DEBUG] [MAG       ] Building data for symbol: GLSI with lookback: 0
[2025-12-01T20:52:19.368874] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:52:19.368932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:19.369865] [DEBUG] [MAG       ] AMRN: Last date is validated at 2025-12-01
[2025-12-01T20:52:19.373596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:19.375302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:19.375782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:19.376155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:52:19.376870] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:19.437989] [DEBUG] [MAG       ] TENX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:19.463485] [DEBUG] [MAG       ] BSCP: Last date is validated at 2025-12-01
[2025-12-01T20:52:19.497982] [INFO ] [LOCAL     ] TENX: Saved forecast.
[2025-12-01T20:52:19.498045] [INFO ] [main      ] TENX: Signal=1 (Conf=80.0%), Magnitude=0.95% (Conf=57.5954%)
[2025-12-01T20:52:19.498197] [INFO ] [main      ] Fetching symbol history for BOF...
[2025-12-01T20:52:19.498239] [DEBUG] [REMOTE    ] BOF: Fetching historical data.
[2025-12-01T20:52:19.498847] [INFO ] [main      ] Progress: 635/769 forecasts completed (82.6%). TENX finished in 0.6s. ETA: 22.0s. Rate: 365.16 forecasts/min
[2025-12-01T20:52:19.511885] [DEBUG] [REMOTE    ] BOF: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:19.513095] [DEBUG] [LOCAL     ] Loaded configuration for BOF: 4 features, N/A% accuracy
[2025-12-01T20:52:19.513148] [INFO ] [LOCAL     ] BOF: Loaded 4 optimal features with 48.72% confidence from JSON config
[2025-12-01T20:52:19.513179] [DEBUG] [MAG       ] Building data for symbol: BOF with lookback: 0
[2025-12-01T20:52:19.514019] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:52:19.514080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:19.519075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:19.519958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:19.533865] [DEBUG] [MAG       ] AMRN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:19.568155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-01T20:52:19.569875] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:19.616834] [INFO ] [LOCAL     ] AMRN: Saved forecast.
[2025-12-01T20:52:19.616901] [INFO ] [main      ] AMRN: Signal=1 (Conf=80.0%), Magnitude=-0.29% (Conf=48.3992%)
[2025-12-01T20:52:19.617270] [INFO ] [main      ] Fetching symbol history for FROG...
[2025-12-01T20:52:19.617324] [DEBUG] [REMOTE    ] FROG: Fetching historical data.
[2025-12-01T20:52:19.617659] [INFO ] [main      ] Progress: 636/769 forecasts completed (82.7%). AMRN finished in 0.7s. ETA: 21.8s. Rate: 365.32 forecasts/min
[2025-12-01T20:52:19.628122] [DEBUG] [MAG       ] BSCP: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:19.631197] [DEBUG] [REMOTE    ] FROG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:19.632279] [DEBUG] [LOCAL     ] Loaded configuration for FROG: 9 features, N/A% accuracy
[2025-12-01T20:52:19.632330] [INFO ] [LOCAL     ] FROG: Loaded 9 optimal features with 63.37% confidence from JSON config
[2025-12-01T20:52:19.632363] [DEBUG] [MAG       ] Building data for symbol: FROG with lookback: 0
[2025-12-01T20:52:19.633237] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:52:19.633301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:19.638638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:19.641154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:19.692959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:52:19.709762] [DEBUG] [MAG       ] GLSI: Last date is validated at 2025-12-01
[2025-12-01T20:52:19.768816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:52:19.770092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:52:19.772113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:52:19.773153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:52:19.775884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-01T20:52:19.778232] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:19.879159] [DEBUG] [MAG       ] GLSI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:19.888075] [INFO ] [LOCAL     ] BSCP: Saved forecast.
[2025-12-01T20:52:19.888140] [INFO ] [main      ] BSCP: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=13.5335%)
[2025-12-01T20:52:19.888634] [INFO ] [main      ] Fetching symbol history for JAGX...
[2025-12-01T20:52:19.888686] [DEBUG] [REMOTE    ] JAGX: Fetching historical data.
[2025-12-01T20:52:19.888648] [INFO ] [main      ] Progress: 637/769 forecasts completed (82.8%). BSCP finished in 1.1s. ETA: 21.7s. Rate: 364.95 forecasts/min
[2025-12-01T20:52:19.901700] [DEBUG] [REMOTE    ] JAGX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:19.902855] [DEBUG] [LOCAL     ] Loaded configuration for JAGX: 2 features, N/A% accuracy
[2025-12-01T20:52:19.902910] [INFO ] [LOCAL     ] JAGX: Loaded 2 optimal features with 57.40% confidence from JSON config
[2025-12-01T20:52:19.902940] [DEBUG] [MAG       ] Building data for symbol: JAGX with lookback: 0
[2025-12-01T20:52:19.903692] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:52:19.903748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:19.909216] [DEBUG] [MAG       ] BOF: Last date is validated at 2025-12-01
[2025-12-01T20:52:19.948304] [INFO ] [LOCAL     ] GLSI: Saved forecast.
[2025-12-01T20:52:19.948388] [INFO ] [main      ] GLSI: Signal=1 (Conf=80.0%), Magnitude=-1.63% (Conf=59.9419%)
[2025-12-01T20:52:19.948548] [INFO ] [main      ] Fetching symbol history for PRI...
[2025-12-01T20:52:19.948606] [DEBUG] [REMOTE    ] PRI: Fetching historical data.
[2025-12-01T20:52:19.949748] [INFO ] [main      ] Progress: 638/769 forecasts completed (83.0%). GLSI finished in 0.6s. ETA: 21.5s. Rate: 365.31 forecasts/min
[2025-12-01T20:52:19.952707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:52:19.954600] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:19.961872] [DEBUG] [REMOTE    ] PRI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:19.962880] [DEBUG] [LOCAL     ] Loaded configuration for PRI: 5 features, N/A% accuracy
[2025-12-01T20:52:19.962932] [INFO ] [LOCAL     ] PRI: Loaded 5 optimal features with 64.26% confidence from JSON config
[2025-12-01T20:52:19.962962] [DEBUG] [MAG       ] Building data for symbol: PRI with lookback: 0
[2025-12-01T20:52:19.963773] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:52:19.963831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:19.966122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:52:19.967350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:52:19.971448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-01T20:52:19.972187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:52:19.973780] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:20.075797] [DEBUG] [MAG       ] BOF: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:20.112833] [DEBUG] [MAG       ] FROG: Last date is validated at 2025-12-01
[2025-12-01T20:52:20.193735] [INFO ] [LOCAL     ] BOF: Saved forecast.
[2025-12-01T20:52:20.193800] [INFO ] [main      ] BOF: Signal=1 (Conf=80.0%), Magnitude=-0.37% (Conf=48.7157%)
[2025-12-01T20:52:20.193956] [INFO ] [main      ] Fetching symbol history for GFL...
[2025-12-01T20:52:20.193998] [DEBUG] [REMOTE    ] GFL: Fetching historical data.
[2025-12-01T20:52:20.195660] [INFO ] [main      ] Progress: 639/769 forecasts completed (83.1%). BOF finished in 0.7s. ETA: 21.4s. Rate: 365.02 forecasts/min
[2025-12-01T20:52:20.209204] [DEBUG] [REMOTE    ] GFL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:20.210113] [DEBUG] [LOCAL     ] Loaded configuration for GFL: 6 features, N/A% accuracy
[2025-12-01T20:52:20.210163] [INFO ] [LOCAL     ] GFL: Loaded 6 optimal features with 59.06% confidence from JSON config
[2025-12-01T20:52:20.210203] [DEBUG] [MAG       ] Building data for symbol: GFL with lookback: 0
[2025-12-01T20:52:20.210977] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:20.211035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:20.215674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:20.217373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:20.217861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:20.218237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:52:20.218852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:52:20.220630] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:20.276521] [DEBUG] [MAG       ] FROG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:20.286010] [DEBUG] [MAG       ] JAGX: Last date is validated at 2025-12-01
[2025-12-01T20:52:20.305746] [DEBUG] [MAG       ] PRI: Last date is validated at 2025-12-01
[2025-12-01T20:52:20.402751] [INFO ] [LOCAL     ] FROG: Saved forecast.
[2025-12-01T20:52:20.402815] [INFO ] [main      ] FROG: Signal=1 (Conf=80.0%), Magnitude=0.07% (Conf=63.3696%)
[2025-12-01T20:52:20.403134] [INFO ] [main      ] Fetching symbol history for RSG...
[2025-12-01T20:52:20.403183] [DEBUG] [REMOTE    ] RSG: Fetching historical data.
[2025-12-01T20:52:20.403669] [INFO ] [main      ] Progress: 640/769 forecasts completed (83.2%). FROG finished in 0.8s. ETA: 21.2s. Rate: 364.87 forecasts/min
[2025-12-01T20:52:20.416927] [DEBUG] [REMOTE    ] RSG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:20.418078] [DEBUG] [LOCAL     ] Loaded configuration for RSG: 2 features, N/A% accuracy
[2025-12-01T20:52:20.418128] [INFO ] [LOCAL     ] RSG: Loaded 2 optimal features with 49.79% confidence from JSON config
[2025-12-01T20:52:20.418159] [DEBUG] [MAG       ] Building data for symbol: RSG with lookback: 0
[2025-12-01T20:52:20.418958] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:52:20.419015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:20.423634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:20.449399] [DEBUG] [MAG       ] JAGX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:20.461247] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:20.472995] [DEBUG] [MAG       ] PRI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:20.522727] [INFO ] [LOCAL     ] JAGX: Saved forecast.
[2025-12-01T20:52:20.522791] [INFO ] [main      ] JAGX: Signal=1 (Conf=80.0%), Magnitude=-34.92% (Conf=57.4037%)
[2025-12-01T20:52:20.522951] [INFO ] [main      ] Fetching symbol history for HLMN...
[2025-12-01T20:52:20.522993] [DEBUG] [REMOTE    ] HLMN: Fetching historical data.
[2025-12-01T20:52:20.524309] [INFO ] [main      ] Progress: 641/769 forecasts completed (83.4%). JAGX finished in 0.6s. ETA: 21.0s. Rate: 365.02 forecasts/min
[2025-12-01T20:52:20.535285] [DEBUG] [REMOTE    ] HLMN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:20.536430] [DEBUG] [LOCAL     ] Loaded configuration for HLMN: 3 features, N/A% accuracy
[2025-12-01T20:52:20.536487] [INFO ] [LOCAL     ] HLMN: Loaded 3 optimal features with 57.52% confidence from JSON config
[2025-12-01T20:52:20.536517] [DEBUG] [MAG       ] Building data for symbol: HLMN with lookback: 0
[2025-12-01T20:52:20.537277] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:52:20.537668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:20.538401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:52:20.557168] [DEBUG] [MAG       ] GFL: Last date is validated at 2025-12-01
[2025-12-01T20:52:20.604144] [INFO ] [LOCAL     ] PRI: Saved forecast.
[2025-12-01T20:52:20.604212] [INFO ] [main      ] PRI: Signal=1 (Conf=80.0%), Magnitude=0.38% (Conf=64.2561%)
[2025-12-01T20:52:20.604365] [INFO ] [main      ] Fetching symbol history for ALSN...
[2025-12-01T20:52:20.604408] [DEBUG] [REMOTE    ] ALSN: Fetching historical data.
[2025-12-01T20:52:20.605058] [INFO ] [main      ] Progress: 642/769 forecasts completed (83.5%). PRI finished in 0.7s. ETA: 20.9s. Rate: 365.31 forecasts/min
[2025-12-01T20:52:20.617403] [DEBUG] [REMOTE    ] ALSN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:20.618280] [DEBUG] [LOCAL     ] Loaded configuration for ALSN: 7 features, N/A% accuracy
[2025-12-01T20:52:20.618354] [INFO ] [LOCAL     ] ALSN: Loaded 7 optimal features with 55.23% confidence from JSON config
[2025-12-01T20:52:20.618389] [DEBUG] [MAG       ] Building data for symbol: ALSN with lookback: 0
[2025-12-01T20:52:20.619188] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:52:20.619265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:20.620986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:20.621463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:20.621917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:20.622287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:20.648502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:52:20.650330] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:20.672007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:52:20.673155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:52:20.674430] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:20.724708] [DEBUG] [MAG       ] GFL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:20.793104] [DEBUG] [MAG       ] RSG: Last date is validated at 2025-12-01
[2025-12-01T20:52:20.805121] [INFO ] [LOCAL     ] GFL: Saved forecast.
[2025-12-01T20:52:20.805185] [INFO ] [main      ] GFL: Signal=1 (Conf=80.0%), Magnitude=-2.08% (Conf=59.0552%)
[2025-12-01T20:52:20.805342] [INFO ] [main      ] Fetching symbol history for OSBC...
[2025-12-01T20:52:20.805384] [DEBUG] [REMOTE    ] OSBC: Fetching historical data.
[2025-12-01T20:52:20.806666] [INFO ] [main      ] Progress: 643/769 forecasts completed (83.6%). GFL finished in 0.6s. ETA: 20.7s. Rate: 365.18 forecasts/min
[2025-12-01T20:52:20.818880] [DEBUG] [REMOTE    ] OSBC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:20.819982] [DEBUG] [LOCAL     ] Loaded configuration for OSBC: 5 features, N/A% accuracy
[2025-12-01T20:52:20.820039] [INFO ] [LOCAL     ] OSBC: Loaded 5 optimal features with 52.68% confidence from JSON config
[2025-12-01T20:52:20.820070] [DEBUG] [MAG       ] Building data for symbol: OSBC with lookback: 0
[2025-12-01T20:52:20.820854] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:52:20.820914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:20.822549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:20.823081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:20.823832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:20.872744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-01T20:52:20.874595] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:20.958491] [DEBUG] [MAG       ] RSG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:20.980116] [DEBUG] [MAG       ] HLMN: Last date is validated at 2025-12-01
[2025-12-01T20:52:21.014542] [DEBUG] [MAG       ] ALSN: Last date is validated at 2025-12-01
[2025-12-01T20:52:21.066675] [INFO ] [LOCAL     ] RSG: Saved forecast.
[2025-12-01T20:52:21.066745] [INFO ] [main      ] RSG: Signal=1 (Conf=80.0%), Magnitude=0.37% (Conf=49.7873%)
[2025-12-01T20:52:21.067064] [INFO ] [main      ] Fetching symbol history for MELI...
[2025-12-01T20:52:21.067112] [DEBUG] [REMOTE    ] MELI: Fetching historical data.
[2025-12-01T20:52:21.067655] [INFO ] [main      ] Progress: 644/769 forecasts completed (83.7%). RSG finished in 0.7s. ETA: 20.6s. Rate: 364.85 forecasts/min
[2025-12-01T20:52:21.080661] [DEBUG] [REMOTE    ] MELI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:21.081812] [DEBUG] [LOCAL     ] Loaded configuration for MELI: 6 features, N/A% accuracy
[2025-12-01T20:52:21.081863] [INFO ] [LOCAL     ] MELI: Loaded 6 optimal features with 58.78% confidence from JSON config
[2025-12-01T20:52:21.081894] [DEBUG] [MAG       ] Building data for symbol: MELI with lookback: 0
[2025-12-01T20:52:21.082669] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:21.082727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:21.087407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:21.089333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:21.089850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:21.090226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:52:21.091809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:21.139764] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:21.142783] [DEBUG] [MAG       ] HLMN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:21.180816] [DEBUG] [MAG       ] ALSN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:21.202427] [INFO ] [LOCAL     ] HLMN: Saved forecast.
[2025-12-01T20:52:21.202492] [INFO ] [main      ] HLMN: Signal=1 (Conf=80.0%), Magnitude=-1.76% (Conf=57.519%)
[2025-12-01T20:52:21.202853] [INFO ] [main      ] Fetching symbol history for UL...
[2025-12-01T20:52:21.202907] [DEBUG] [REMOTE    ] UL: Fetching historical data.
[2025-12-01T20:52:21.203650] [INFO ] [main      ] Progress: 645/769 forecasts completed (83.9%). HLMN finished in 0.7s. ETA: 20.4s. Rate: 364.95 forecasts/min
[2025-12-01T20:52:21.207890] [DEBUG] [MAG       ] OSBC: Last date is validated at 2025-12-01
[2025-12-01T20:52:21.216556] [DEBUG] [REMOTE    ] UL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:21.217394] [DEBUG] [LOCAL     ] Loaded configuration for UL: 1 features, N/A% accuracy
[2025-12-01T20:52:21.217444] [INFO ] [LOCAL     ] UL: Loaded 1 optimal features with 54.95% confidence from JSON config
[2025-12-01T20:52:21.217475] [DEBUG] [MAG       ] Building data for symbol: UL with lookback: 0
[2025-12-01T20:52:21.218290] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:52:21.218367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:52:21.232912] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:21.279941] [INFO ] [LOCAL     ] ALSN: Saved forecast.
[2025-12-01T20:52:21.280008] [INFO ] [main      ] ALSN: Signal=1 (Conf=80.0%), Magnitude=1.74% (Conf=55.2339%)
[2025-12-01T20:52:21.280391] [INFO ] [main      ] Progress: 646/769 forecasts completed (84.0%). ALSN finished in 0.7s. ETA: 20.2s. Rate: 365.25 forecasts/min
[2025-12-01T20:52:21.280518] [INFO ] [main      ] Fetching symbol history for MRVI...
[2025-12-01T20:52:21.280564] [DEBUG] [REMOTE    ] MRVI: Fetching historical data.
[2025-12-01T20:52:21.294305] [DEBUG] [REMOTE    ] MRVI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:21.295398] [DEBUG] [LOCAL     ] Loaded configuration for MRVI: 4 features, N/A% accuracy
[2025-12-01T20:52:21.295454] [INFO ] [LOCAL     ] MRVI: Loaded 4 optimal features with 48.86% confidence from JSON config
[2025-12-01T20:52:21.295841] [DEBUG] [MAG       ] Building data for symbol: MRVI with lookback: 0
[2025-12-01T20:52:21.296710] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:52:21.296771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:21.298526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:21.299066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:21.299453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:21.348289] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:21.373460] [DEBUG] [MAG       ] OSBC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:21.439553] [INFO ] [LOCAL     ] OSBC: Saved forecast.
[2025-12-01T20:52:21.439635] [INFO ] [main      ] OSBC: Signal=1 (Conf=80.0%), Magnitude=1.78% (Conf=52.6754%)
[2025-12-01T20:52:21.440063] [INFO ] [main      ] Fetching symbol history for BEKE...
[2025-12-01T20:52:21.440113] [DEBUG] [REMOTE    ] BEKE: Fetching historical data.
[2025-12-01T20:52:21.440653] [INFO ] [main      ] Progress: 647/769 forecasts completed (84.1%). OSBC finished in 0.6s. ETA: 20.0s. Rate: 365.26 forecasts/min
[2025-12-01T20:52:21.452703] [DEBUG] [REMOTE    ] BEKE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:21.453700] [DEBUG] [LOCAL     ] Loaded configuration for BEKE: 7 features, N/A% accuracy
[2025-12-01T20:52:21.453756] [INFO ] [LOCAL     ] BEKE: Loaded 7 optimal features with 57.00% confidence from JSON config
[2025-12-01T20:52:21.453787] [DEBUG] [MAG       ] Building data for symbol: BEKE with lookback: 0
[2025-12-01T20:52:21.454529] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:52:21.454609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:21.459330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:52:21.462031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:52:21.463985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:52:21.464649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:52:21.467325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-01T20:52:21.469547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:52:21.470602] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:21.484450] [DEBUG] [MAG       ] MELI: Last date is validated at 2025-12-01
[2025-12-01T20:52:21.569040] [DEBUG] [MAG       ] UL: Last date is validated at 2025-12-01
[2025-12-01T20:52:21.660305] [DEBUG] [MAG       ] MELI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:21.689086] [DEBUG] [MAG       ] MRVI: Last date is validated at 2025-12-01
[2025-12-01T20:52:21.743734] [DEBUG] [MAG       ] UL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:21.799911] [DEBUG] [MAG       ] BEKE: Last date is validated at 2025-12-01
[2025-12-01T20:52:21.828810] [INFO ] [LOCAL     ] UL: Saved forecast.
[2025-12-01T20:52:21.828874] [INFO ] [main      ] UL: Signal=1 (Conf=80.0%), Magnitude=0.60% (Conf=54.9547%)
[2025-12-01T20:52:21.829236] [INFO ] [main      ] Fetching symbol history for DMRC...
[2025-12-01T20:52:21.829287] [DEBUG] [REMOTE    ] DMRC: Fetching historical data.
[2025-12-01T20:52:21.830647] [INFO ] [main      ] Progress: 648/769 forecasts completed (84.3%). UL finished in 0.6s. ETA: 19.9s. Rate: 364.49 forecasts/min
[2025-12-01T20:52:21.843111] [DEBUG] [REMOTE    ] DMRC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:21.844095] [DEBUG] [LOCAL     ] Loaded configuration for DMRC: 6 features, N/A% accuracy
[2025-12-01T20:52:21.844150] [INFO ] [LOCAL     ] DMRC: Loaded 6 optimal features with 62.48% confidence from JSON config
[2025-12-01T20:52:21.844180] [DEBUG] [MAG       ] Building data for symbol: DMRC with lookback: 0
[2025-12-01T20:52:21.844963] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:21.845032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:21.846764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:21.847292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:21.847759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:21.848145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:52:21.848831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:52:21.851536] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:21.857420] [DEBUG] [MAG       ] MRVI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:21.869037] [INFO ] [LOCAL     ] MELI: Saved forecast.
[2025-12-01T20:52:21.869104] [INFO ] [main      ] MELI: Signal=1 (Conf=80.0%), Magnitude=0.66% (Conf=58.7809%)
[2025-12-01T20:52:21.869457] [INFO ] [main      ] Fetching symbol history for CNQ...
[2025-12-01T20:52:21.869507] [DEBUG] [REMOTE    ] CNQ: Fetching historical data.
[2025-12-01T20:52:21.870635] [INFO ] [main      ] Progress: 649/769 forecasts completed (84.4%). MELI finished in 0.8s. ETA: 19.7s. Rate: 364.91 forecasts/min
[2025-12-01T20:52:21.883556] [DEBUG] [REMOTE    ] CNQ: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:21.884598] [DEBUG] [LOCAL     ] Loaded configuration for CNQ: 4 features, N/A% accuracy
[2025-12-01T20:52:21.884648] [INFO ] [LOCAL     ] CNQ: Loaded 4 optimal features with 49.76% confidence from JSON config
[2025-12-01T20:52:21.884677] [DEBUG] [MAG       ] Building data for symbol: CNQ with lookback: 0
[2025-12-01T20:52:21.885435] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:52:21.885495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:21.886217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:21.888488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:52:21.889199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:52:21.890433] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:21.918259] [INFO ] [LOCAL     ] MRVI: Saved forecast.
[2025-12-01T20:52:21.918352] [INFO ] [main      ] MRVI: Signal=1 (Conf=80.0%), Magnitude=-8.63% (Conf=48.8636%)
[2025-12-01T20:52:21.918514] [INFO ] [main      ] Fetching symbol history for AMH...
[2025-12-01T20:52:21.918557] [DEBUG] [REMOTE    ] AMH: Fetching historical data.
[2025-12-01T20:52:21.919270] [INFO ] [main      ] Progress: 650/769 forecasts completed (84.5%). MRVI finished in 0.6s. ETA: 19.5s. Rate: 365.31 forecasts/min
[2025-12-01T20:52:21.932184] [DEBUG] [REMOTE    ] AMH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:21.933139] [DEBUG] [LOCAL     ] Loaded configuration for AMH: 6 features, N/A% accuracy
[2025-12-01T20:52:21.933189] [INFO ] [LOCAL     ] AMH: Loaded 6 optimal features with 52.38% confidence from JSON config
[2025-12-01T20:52:21.933220] [DEBUG] [MAG       ] Building data for symbol: AMH with lookback: 0
[2025-12-01T20:52:21.934051] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:21.934120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:21.938852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:21.940678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:21.941147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:21.943476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:52:21.944290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-01T20:52:21.944974] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:21.965357] [DEBUG] [MAG       ] BEKE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:22.054121] [INFO ] [LOCAL     ] BEKE: Saved forecast.
[2025-12-01T20:52:22.054198] [INFO ] [main      ] BEKE: Signal=1 (Conf=80.0%), Magnitude=-1.18% (Conf=56.9951%)
[2025-12-01T20:52:22.054352] [INFO ] [main      ] Fetching symbol history for SNPS...
[2025-12-01T20:52:22.054395] [DEBUG] [REMOTE    ] SNPS: Fetching historical data.
[2025-12-01T20:52:22.055670] [INFO ] [main      ] Progress: 651/769 forecasts completed (84.7%). BEKE finished in 0.6s. ETA: 19.4s. Rate: 365.41 forecasts/min
[2025-12-01T20:52:22.067462] [DEBUG] [REMOTE    ] SNPS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:22.068374] [DEBUG] [LOCAL     ] Loaded configuration for SNPS: 1 features, N/A% accuracy
[2025-12-01T20:52:22.068426] [INFO ] [LOCAL     ] SNPS: Loaded 1 optimal features with 50.59% confidence from JSON config
[2025-12-01T20:52:22.068456] [DEBUG] [MAG       ] Building data for symbol: SNPS with lookback: 0
[2025-12-01T20:52:22.069297] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:52:22.069353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:52:22.070522] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:22.193315] [DEBUG] [MAG       ] DMRC: Last date is validated at 2025-12-01
[2025-12-01T20:52:22.231243] [DEBUG] [MAG       ] CNQ: Last date is validated at 2025-12-01
[2025-12-01T20:52:22.284369] [DEBUG] [MAG       ] AMH: Last date is validated at 2025-12-01
[2025-12-01T20:52:22.361023] [DEBUG] [MAG       ] DMRC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:22.396246] [DEBUG] [MAG       ] SNPS: Last date is validated at 2025-12-01
[2025-12-01T20:52:22.405123] [DEBUG] [MAG       ] CNQ: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:22.450752] [DEBUG] [MAG       ] AMH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:22.453699] [INFO ] [LOCAL     ] DMRC: Saved forecast.
[2025-12-01T20:52:22.453766] [INFO ] [main      ] DMRC: Signal=1 (Conf=80.0%), Magnitude=-0.34% (Conf=62.4771%)
[2025-12-01T20:52:22.454117] [INFO ] [main      ] Fetching symbol history for NVGS...
[2025-12-01T20:52:22.454167] [DEBUG] [REMOTE    ] NVGS: Fetching historical data.
[2025-12-01T20:52:22.454657] [INFO ] [main      ] Progress: 652/769 forecasts completed (84.8%). DMRC finished in 0.6s. ETA: 19.3s. Rate: 364.61 forecasts/min
[2025-12-01T20:52:22.466969] [DEBUG] [REMOTE    ] NVGS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:22.467830] [DEBUG] [LOCAL     ] Loaded configuration for NVGS: 5 features, N/A% accuracy
[2025-12-01T20:52:22.467905] [INFO ] [LOCAL     ] NVGS: Loaded 5 optimal features with 58.74% confidence from JSON config
[2025-12-01T20:52:22.467948] [DEBUG] [MAG       ] Building data for symbol: NVGS with lookback: 0
[2025-12-01T20:52:22.468822] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:52:22.468885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:22.470639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:22.471141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:22.471534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:52:22.472432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:52:22.488692] [INFO ] [LOCAL     ] CNQ: Saved forecast.
[2025-12-01T20:52:22.488759] [INFO ] [main      ] CNQ: Signal=1 (Conf=80.0%), Magnitude=0.03% (Conf=49.7554%)
[2025-12-01T20:52:22.488926] [INFO ] [main      ] Fetching symbol history for ISD...
[2025-12-01T20:52:22.489298] [DEBUG] [REMOTE    ] ISD: Fetching historical data.
[2025-12-01T20:52:22.490391] [INFO ] [main      ] Progress: 653/769 forecasts completed (84.9%). CNQ finished in 0.6s. ETA: 19.1s. Rate: 365.04 forecasts/min
[2025-12-01T20:52:22.503506] [DEBUG] [REMOTE    ] ISD: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:22.504658] [DEBUG] [LOCAL     ] Loaded configuration for ISD: 8 features, N/A% accuracy
[2025-12-01T20:52:22.504725] [INFO ] [LOCAL     ] ISD: Loaded 8 optimal features with 56.81% confidence from JSON config
[2025-12-01T20:52:22.504758] [DEBUG] [MAG       ] Building data for symbol: ISD with lookback: 0
[2025-12-01T20:52:22.505725] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:52:22.505789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:22.511096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:22.513217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:22.513786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:22.514195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:22.528362] [INFO ] [LOCAL     ] AMH: Saved forecast.
[2025-12-01T20:52:22.528428] [INFO ] [main      ] AMH: Signal=1 (Conf=80.0%), Magnitude=0.37% (Conf=52.3846%)
[2025-12-01T20:52:22.528791] [INFO ] [main      ] Progress: 654/769 forecasts completed (85.0%). AMH finished in 0.6s. ETA: 18.9s. Rate: 365.47 forecasts/min
[2025-12-01T20:52:22.528946] [INFO ] [main      ] Fetching symbol history for WFG...
[2025-12-01T20:52:22.528998] [DEBUG] [REMOTE    ] WFG: Fetching historical data.
[2025-12-01T20:52:22.542890] [DEBUG] [REMOTE    ] WFG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:22.543755] [DEBUG] [LOCAL     ] Loaded configuration for WFG: 6 features, N/A% accuracy
[2025-12-01T20:52:22.543812] [INFO ] [LOCAL     ] WFG: Loaded 6 optimal features with 51.25% confidence from JSON config
[2025-12-01T20:52:22.543844] [DEBUG] [MAG       ] Building data for symbol: WFG with lookback: 0
[2025-12-01T20:52:22.544664] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:22.544722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:22.546373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:22.546898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:22.547278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:22.563990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:52:22.564899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:52:22.565367] [DEBUG] [MAG       ] SNPS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:22.565985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:52:22.568050] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:22.584708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:52:22.586519] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:22.586712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-01T20:52:22.588215] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:22.754122] [INFO ] [LOCAL     ] SNPS: Saved forecast.
[2025-12-01T20:52:22.754194] [INFO ] [main      ] SNPS: Signal=1 (Conf=80.0%), Magnitude=9.03% (Conf=50.59%)
[2025-12-01T20:52:22.754347] [INFO ] [main      ] Fetching symbol history for LDP...
[2025-12-01T20:52:22.754389] [DEBUG] [REMOTE    ] LDP: Fetching historical data.
[2025-12-01T20:52:22.754866] [INFO ] [main      ] Progress: 655/769 forecasts completed (85.2%). SNPS finished in 0.7s. ETA: 18.7s. Rate: 365.26 forecasts/min
[2025-12-01T20:52:22.768730] [DEBUG] [REMOTE    ] LDP: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:22.769645] [DEBUG] [LOCAL     ] Loaded configuration for LDP: 4 features, N/A% accuracy
[2025-12-01T20:52:22.769700] [INFO ] [LOCAL     ] LDP: Loaded 4 optimal features with 52.53% confidence from JSON config
[2025-12-01T20:52:22.769731] [DEBUG] [MAG       ] Building data for symbol: LDP with lookback: 0
[2025-12-01T20:52:22.770521] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:52:22.770600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:22.772252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:22.772778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:22.811089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:22.857892] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:22.917591] [DEBUG] [MAG       ] ISD: Last date is validated at 2025-12-01
[2025-12-01T20:52:22.924764] [DEBUG] [MAG       ] NVGS: Last date is validated at 2025-12-01
[2025-12-01T20:52:22.926351] [DEBUG] [MAG       ] WFG: Last date is validated at 2025-12-01
[2025-12-01T20:52:23.085804] [DEBUG] [MAG       ] ISD: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:23.095621] [DEBUG] [MAG       ] WFG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:23.108904] [DEBUG] [MAG       ] NVGS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:23.152772] [INFO ] [LOCAL     ] ISD: Saved forecast.
[2025-12-01T20:52:23.152836] [INFO ] [main      ] ISD: Signal=1 (Conf=80.0%), Magnitude=-0.40% (Conf=56.8063%)
[2025-12-01T20:52:23.153183] [INFO ] [main      ] Fetching symbol history for CASH...
[2025-12-01T20:52:23.153234] [DEBUG] [REMOTE    ] CASH: Fetching historical data.
[2025-12-01T20:52:23.153231] [INFO ] [main      ] Progress: 656/769 forecasts completed (85.3%). ISD finished in 0.7s. ETA: 18.6s. Rate: 364.47 forecasts/min
[2025-12-01T20:52:23.165922] [DEBUG] [REMOTE    ] CASH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:23.167002] [DEBUG] [LOCAL     ] Loaded configuration for CASH: 4 features, N/A% accuracy
[2025-12-01T20:52:23.167054] [INFO ] [LOCAL     ] CASH: Loaded 4 optimal features with 41.58% confidence from JSON config
[2025-12-01T20:52:23.167086] [DEBUG] [MAG       ] Building data for symbol: CASH with lookback: 0
[2025-12-01T20:52:23.167905] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:52:23.167966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:23.172715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:23.173150] [INFO ] [LOCAL     ] NVGS: Saved forecast.
[2025-12-01T20:52:23.173218] [INFO ] [main      ] NVGS: Signal=1 (Conf=80.0%), Magnitude=0.29% (Conf=58.7359%)
[2025-12-01T20:52:23.173594] [INFO ] [main      ] Fetching symbol history for CRUS...
[2025-12-01T20:52:23.173646] [DEBUG] [REMOTE    ] CRUS: Fetching historical data.
[2025-12-01T20:52:23.173624] [INFO ] [main      ] Progress: 657/769 forecasts completed (85.4%). NVGS finished in 0.7s. ETA: 18.4s. Rate: 364.96 forecasts/min
[2025-12-01T20:52:23.175227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:52:23.177484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-01T20:52:23.179146] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:23.185097] [DEBUG] [MAG       ] LDP: Last date is validated at 2025-12-01
[2025-12-01T20:52:23.186906] [DEBUG] [REMOTE    ] CRUS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:23.187860] [DEBUG] [LOCAL     ] Loaded configuration for CRUS: 6 features, N/A% accuracy
[2025-12-01T20:52:23.187918] [INFO ] [LOCAL     ] CRUS: Loaded 6 optimal features with 53.21% confidence from JSON config
[2025-12-01T20:52:23.187948] [DEBUG] [MAG       ] Building data for symbol: CRUS with lookback: 0
[2025-12-01T20:52:23.188758] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:23.188818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:23.189679] [INFO ] [LOCAL     ] WFG: Saved forecast.
[2025-12-01T20:52:23.189741] [INFO ] [main      ] WFG: Signal=1 (Conf=80.0%), Magnitude=0.14% (Conf=51.2502%)
[2025-12-01T20:52:23.189895] [INFO ] [main      ] Fetching symbol history for EMB...
[2025-12-01T20:52:23.189946] [DEBUG] [REMOTE    ] EMB: Fetching historical data.
[2025-12-01T20:52:23.191378] [INFO ] [main      ] Progress: 658/769 forecasts completed (85.6%). WFG finished in 0.7s. ETA: 18.2s. Rate: 365.45 forecasts/min
[2025-12-01T20:52:23.194503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:23.196963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:52:23.199012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:52:23.200146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-01T20:52:23.200834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:52:23.201833] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:23.202492] [DEBUG] [REMOTE    ] EMB: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:23.203617] [DEBUG] [LOCAL     ] Loaded configuration for EMB: 5 features, N/A% accuracy
[2025-12-01T20:52:23.203668] [INFO ] [LOCAL     ] EMB: Loaded 5 optimal features with 63.84% confidence from JSON config
[2025-12-01T20:52:23.203697] [DEBUG] [MAG       ] Building data for symbol: EMB with lookback: 0
[2025-12-01T20:52:23.204439] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:52:23.204498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:23.209140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:23.209930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:23.246855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-01T20:52:23.247595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-01T20:52:23.249881] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:23.347856] [DEBUG] [MAG       ] LDP: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:23.407289] [INFO ] [LOCAL     ] LDP: Saved forecast.
[2025-12-01T20:52:23.407359] [INFO ] [main      ] LDP: Signal=1 (Conf=80.0%), Magnitude=-0.45% (Conf=52.5301%)
[2025-12-01T20:52:23.407722] [INFO ] [main      ] Fetching symbol history for PCM...
[2025-12-01T20:52:23.407772] [DEBUG] [REMOTE    ] PCM: Fetching historical data.
[2025-12-01T20:52:23.408519] [INFO ] [main      ] Progress: 659/769 forecasts completed (85.7%). LDP finished in 0.7s. ETA: 18.1s. Rate: 365.27 forecasts/min
[2025-12-01T20:52:23.420231] [DEBUG] [REMOTE    ] PCM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:23.421307] [DEBUG] [LOCAL     ] Loaded configuration for PCM: 12 features, N/A% accuracy
[2025-12-01T20:52:23.421360] [INFO ] [LOCAL     ] PCM: Loaded 12 optimal features with 45.84% confidence from JSON config
[2025-12-01T20:52:23.421390] [DEBUG] [MAG       ] Building data for symbol: PCM with lookback: 0
[2025-12-01T20:52:23.422152] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2025-12-01T20:52:23.422215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:23.423869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:23.424346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:23.424737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:52:23.425590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:23.427901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:52:23.445215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:23.445724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:52:23.446734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:52:23.448353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:52:23.449406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-01T20:52:23.450084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-01T20:52:23.450801] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:23.511131] [DEBUG] [MAG       ] CASH: Last date is validated at 2025-12-01
[2025-12-01T20:52:23.537977] [DEBUG] [MAG       ] CRUS: Last date is validated at 2025-12-01
[2025-12-01T20:52:23.577673] [DEBUG] [MAG       ] EMB: Last date is validated at 2025-12-01
[2025-12-01T20:52:23.677140] [DEBUG] [MAG       ] CASH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:23.706016] [DEBUG] [MAG       ] CRUS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:23.740437] [DEBUG] [MAG       ] EMB: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:23.769484] [INFO ] [LOCAL     ] CASH: Saved forecast.
[2025-12-01T20:52:23.769546] [INFO ] [main      ] CASH: Signal=1 (Conf=80.0%), Magnitude=1.71% (Conf=41.5827%)
[2025-12-01T20:52:23.769972] [INFO ] [main      ] Fetching symbol history for CBAN...
[2025-12-01T20:52:23.770034] [DEBUG] [REMOTE    ] CBAN: Fetching historical data.
[2025-12-01T20:52:23.770622] [INFO ] [main      ] Progress: 660/769 forecasts completed (85.8%). CASH finished in 0.6s. ETA: 17.9s. Rate: 364.61 forecasts/min
[2025-12-01T20:52:23.782544] [DEBUG] [REMOTE    ] CBAN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:23.783470] [DEBUG] [LOCAL     ] Loaded configuration for CBAN: 7 features, N/A% accuracy
[2025-12-01T20:52:23.783519] [INFO ] [LOCAL     ] CBAN: Loaded 7 optimal features with 52.28% confidence from JSON config
[2025-12-01T20:52:23.783548] [DEBUG] [MAG       ] Building data for symbol: CBAN with lookback: 0
[2025-12-01T20:52:23.783774] [DEBUG] [MAG       ] PCM: Last date is validated at 2025-12-01
[2025-12-01T20:52:23.784282] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:52:23.784340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:23.822212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:52:23.822453] [INFO ] [LOCAL     ] CRUS: Saved forecast.
[2025-12-01T20:52:23.822517] [INFO ] [main      ] CRUS: Signal=1 (Conf=80.0%), Magnitude=0.98% (Conf=53.2055%)
[2025-12-01T20:52:23.822863] [INFO ] [main      ] Fetching symbol history for TRTX...
[2025-12-01T20:52:23.822912] [DEBUG] [REMOTE    ] TRTX: Fetching historical data.
[2025-12-01T20:52:23.823350] [INFO ] [LOCAL     ] EMB: Saved forecast.
[2025-12-01T20:52:23.823416] [INFO ] [main      ] EMB: Signal=1 (Conf=80.0%), Magnitude=-0.10% (Conf=63.8398%)
[2025-12-01T20:52:23.823596] [INFO ] [main      ] Fetching symbol history for SHG...
[2025-12-01T20:52:23.823641] [DEBUG] [REMOTE    ] SHG: Fetching historical data.
[2025-12-01T20:52:23.823641] [INFO ] [main      ] Progress: 661/769 forecasts completed (86.0%). CRUS finished in 0.6s. ETA: 17.8s. Rate: 364.98 forecasts/min
[2025-12-01T20:52:23.823917] [INFO ] [main      ] Progress: 662/769 forecasts completed (86.1%). EMB finished in 0.6s. ETA: 17.6s. Rate: 365.53 forecasts/min
[2025-12-01T20:52:23.826891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:52:23.828013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-01T20:52:23.828693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-01T20:52:23.829326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-01T20:52:23.831351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-01T20:52:23.832669] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:23.836325] [DEBUG] [REMOTE    ] TRTX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:23.837092] [DEBUG] [LOCAL     ] Loaded configuration for TRTX: 5 features, N/A% accuracy
[2025-12-01T20:52:23.837165] [INFO ] [LOCAL     ] TRTX: Loaded 5 optimal features with 59.52% confidence from JSON config
[2025-12-01T20:52:23.837197] [DEBUG] [MAG       ] Building data for symbol: TRTX with lookback: 0
[2025-12-01T20:52:23.836897] [DEBUG] [REMOTE    ] SHG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:23.837979] [DEBUG] [LOCAL     ] Loaded configuration for SHG: 3 features, N/A% accuracy
[2025-12-01T20:52:23.837977] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:52:23.838038] [INFO ] [LOCAL     ] SHG: Loaded 3 optimal features with 51.08% confidence from JSON config
[2025-12-01T20:52:23.838043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:23.838072] [DEBUG] [MAG       ] Building data for symbol: SHG with lookback: 0
[2025-12-01T20:52:23.838920] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:52:23.838992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:23.842746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:52:23.844051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:52:23.844567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:23.845555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:23.846856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-01T20:52:23.850640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-01T20:52:23.851961] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:23.887679] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:23.949447] [DEBUG] [MAG       ] PCM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:24.013923] [INFO ] [LOCAL     ] PCM: Saved forecast.
[2025-12-01T20:52:24.013983] [INFO ] [main      ] PCM: Signal=1 (Conf=80.0%), Magnitude=-0.01% (Conf=45.835%)
[2025-12-01T20:52:24.014136] [INFO ] [main      ] Fetching symbol history for MTSI...
[2025-12-01T20:52:24.014179] [DEBUG] [REMOTE    ] MTSI: Fetching historical data.
[2025-12-01T20:52:24.014844] [INFO ] [main      ] Progress: 663/769 forecasts completed (86.2%). PCM finished in 0.6s. ETA: 17.4s. Rate: 365.44 forecasts/min
[2025-12-01T20:52:24.027625] [DEBUG] [REMOTE    ] MTSI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:24.028474] [DEBUG] [LOCAL     ] Loaded configuration for MTSI: 10 features, N/A% accuracy
[2025-12-01T20:52:24.028523] [INFO ] [LOCAL     ] MTSI: Loaded 10 optimal features with 53.31% confidence from JSON config
[2025-12-01T20:52:24.028554] [DEBUG] [MAG       ] Building data for symbol: MTSI with lookback: 0
[2025-12-01T20:52:24.029340] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-01T20:52:24.029403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:52:24.138035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:52:24.139916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:52:24.140738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:52:24.141367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:52:24.143354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-01T20:52:24.144964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:24.146746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:24.147211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:52:24.148280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-01T20:52:24.150354] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:24.173449] [DEBUG] [MAG       ] CBAN: Last date is validated at 2025-12-01
[2025-12-01T20:52:24.185741] [DEBUG] [MAG       ] TRTX: Last date is validated at 2025-12-01
[2025-12-01T20:52:24.232236] [DEBUG] [MAG       ] SHG: Last date is validated at 2025-12-01
[2025-12-01T20:52:24.341516] [DEBUG] [MAG       ] CBAN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:24.351692] [DEBUG] [MAG       ] TRTX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:24.407420] [DEBUG] [MAG       ] SHG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:24.412386] [INFO ] [LOCAL     ] CBAN: Saved forecast.
[2025-12-01T20:52:24.412451] [INFO ] [main      ] CBAN: Signal=1 (Conf=80.0%), Magnitude=1.15% (Conf=52.2772%)
[2025-12-01T20:52:24.412794] [INFO ] [main      ] Fetching symbol history for SGRY...
[2025-12-01T20:52:24.412845] [DEBUG] [REMOTE    ] SGRY: Fetching historical data.
[2025-12-01T20:52:24.413662] [INFO ] [main      ] Progress: 664/769 forecasts completed (86.3%). CBAN finished in 0.6s. ETA: 17.3s. Rate: 364.66 forecasts/min
[2025-12-01T20:52:24.415381] [INFO ] [LOCAL     ] TRTX: Saved forecast.
[2025-12-01T20:52:24.415435] [INFO ] [main      ] TRTX: Signal=1 (Conf=80.0%), Magnitude=-0.10% (Conf=59.5208%)
[2025-12-01T20:52:24.415796] [INFO ] [main      ] Fetching symbol history for WLKP...
[2025-12-01T20:52:24.415847] [DEBUG] [REMOTE    ] WLKP: Fetching historical data.
[2025-12-01T20:52:24.416756] [INFO ] [main      ] Progress: 665/769 forecasts completed (86.5%). TRTX finished in 0.6s. ETA: 17.1s. Rate: 365.20 forecasts/min
[2025-12-01T20:52:24.425663] [DEBUG] [REMOTE    ] SGRY: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:24.426728] [DEBUG] [LOCAL     ] Loaded configuration for SGRY: 3 features, N/A% accuracy
[2025-12-01T20:52:24.426779] [INFO ] [LOCAL     ] SGRY: Loaded 3 optimal features with 51.97% confidence from JSON config
[2025-12-01T20:52:24.426809] [DEBUG] [MAG       ] Building data for symbol: SGRY with lookback: 0
[2025-12-01T20:52:24.427610] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:52:24.427667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:24.430101] [DEBUG] [REMOTE    ] WLKP: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:24.430986] [DEBUG] [LOCAL     ] Loaded configuration for WLKP: 2 features, N/A% accuracy
[2025-12-01T20:52:24.431046] [INFO ] [LOCAL     ] WLKP: Loaded 2 optimal features with 60.75% confidence from JSON config
[2025-12-01T20:52:24.431078] [DEBUG] [MAG       ] Building data for symbol: WLKP with lookback: 0
[2025-12-01T20:52:24.431846] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:52:24.431904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:52:24.432446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:24.433849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:52:24.434928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:24.436709] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:24.481984] [DEBUG] [MAG       ] MTSI: Last date is validated at 2025-12-01
[2025-12-01T20:52:24.483765] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:24.492702] [INFO ] [LOCAL     ] SHG: Saved forecast.
[2025-12-01T20:52:24.492769] [INFO ] [main      ] SHG: Signal=1 (Conf=80.0%), Magnitude=1.04% (Conf=51.0819%)
[2025-12-01T20:52:24.493419] [INFO ] [main      ] Fetching symbol history for VERA...
[2025-12-01T20:52:24.493469] [DEBUG] [REMOTE    ] VERA: Fetching historical data.
[2025-12-01T20:52:24.494664] [INFO ] [main      ] Progress: 666/769 forecasts completed (86.6%). SHG finished in 0.7s. ETA: 16.9s. Rate: 365.49 forecasts/min
[2025-12-01T20:52:24.507325] [DEBUG] [REMOTE    ] VERA: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:24.508275] [DEBUG] [LOCAL     ] Loaded configuration for VERA: 4 features, N/A% accuracy
[2025-12-01T20:52:24.508348] [INFO ] [LOCAL     ] VERA: Loaded 4 optimal features with 46.90% confidence from JSON config
[2025-12-01T20:52:24.508390] [DEBUG] [MAG       ] Building data for symbol: VERA with lookback: 0
[2025-12-01T20:52:24.509260] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:52:24.509321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:52:24.510360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:24.551426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:52:24.552620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:52:24.570951] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:24.646713] [DEBUG] [MAG       ] MTSI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:24.778451] [DEBUG] [MAG       ] WLKP: Last date is validated at 2025-12-01
[2025-12-01T20:52:24.783556] [INFO ] [LOCAL     ] MTSI: Saved forecast.
[2025-12-01T20:52:24.783636] [INFO ] [main      ] MTSI: Signal=1 (Conf=80.0%), Magnitude=-3.88% (Conf=53.3072%)
[2025-12-01T20:52:24.783789] [INFO ] [main      ] Fetching symbol history for PYXS...
[2025-12-01T20:52:24.783830] [DEBUG] [REMOTE    ] PYXS: Fetching historical data.
[2025-12-01T20:52:24.784897] [INFO ] [main      ] Progress: 667/769 forecasts completed (86.7%). MTSI finished in 0.8s. ETA: 16.8s. Rate: 365.07 forecasts/min
[2025-12-01T20:52:24.796736] [DEBUG] [REMOTE    ] PYXS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:24.797763] [DEBUG] [LOCAL     ] Loaded configuration for PYXS: 4 features, N/A% accuracy
[2025-12-01T20:52:24.797813] [INFO ] [LOCAL     ] PYXS: Loaded 4 optimal features with 59.58% confidence from JSON config
[2025-12-01T20:52:24.797844] [DEBUG] [MAG       ] Building data for symbol: PYXS with lookback: 0
[2025-12-01T20:52:24.798630] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:52:24.798686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:24.800348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:24.800847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:24.801218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:52:24.802359] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:24.825805] [DEBUG] [MAG       ] SGRY: Last date is validated at 2025-12-01
[2025-12-01T20:52:24.921697] [DEBUG] [MAG       ] VERA: Last date is validated at 2025-12-01
[2025-12-01T20:52:24.989715] [DEBUG] [MAG       ] SGRY: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:25.009418] [DEBUG] [MAG       ] WLKP: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:25.071088] [INFO ] [LOCAL     ] WLKP: Saved forecast.
[2025-12-01T20:52:25.071157] [INFO ] [main      ] WLKP: Signal=1 (Conf=80.0%), Magnitude=-1.02% (Conf=60.7508%)
[2025-12-01T20:52:25.071307] [INFO ] [main      ] Fetching symbol history for FNLC...
[2025-12-01T20:52:25.071349] [DEBUG] [REMOTE    ] FNLC: Fetching historical data.
[2025-12-01T20:52:25.071887] [INFO ] [main      ] Progress: 668/769 forecasts completed (86.9%). WLKP finished in 0.7s. ETA: 16.6s. Rate: 364.66 forecasts/min
[2025-12-01T20:52:25.077846] [INFO ] [LOCAL     ] SGRY: Saved forecast.
[2025-12-01T20:52:25.077910] [INFO ] [main      ] SGRY: Signal=1 (Conf=80.0%), Magnitude=-1.20% (Conf=51.9667%)
[2025-12-01T20:52:25.078254] [INFO ] [main      ] Fetching symbol history for BCYC...
[2025-12-01T20:52:25.078303] [DEBUG] [REMOTE    ] BCYC: Fetching historical data.
[2025-12-01T20:52:25.078620] [INFO ] [main      ] Progress: 669/769 forecasts completed (87.0%). SGRY finished in 0.7s. ETA: 16.4s. Rate: 365.18 forecasts/min
[2025-12-01T20:52:25.083504] [DEBUG] [REMOTE    ] FNLC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:25.084440] [DEBUG] [LOCAL     ] Loaded configuration for FNLC: 2 features, N/A% accuracy
[2025-12-01T20:52:25.084491] [INFO ] [LOCAL     ] FNLC: Loaded 2 optimal features with 57.27% confidence from JSON config
[2025-12-01T20:52:25.084522] [DEBUG] [MAG       ] Building data for symbol: FNLC with lookback: 0
[2025-12-01T20:52:25.085337] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:52:25.085396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:25.090282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:25.091123] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:25.091737] [DEBUG] [REMOTE    ] BCYC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:25.092827] [DEBUG] [LOCAL     ] Loaded configuration for BCYC: 3 features, N/A% accuracy
[2025-12-01T20:52:25.092884] [INFO ] [LOCAL     ] BCYC: Loaded 3 optimal features with 40.72% confidence from JSON config
[2025-12-01T20:52:25.092915] [DEBUG] [MAG       ] Building data for symbol: BCYC with lookback: 0
[2025-12-01T20:52:25.093704] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:52:25.094653] [DEBUG] [MAG       ] VERA: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:25.093761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:25.101916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:25.103699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:25.104154] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:25.129377] [DEBUG] [MAG       ] PYXS: Last date is validated at 2025-12-01
[2025-12-01T20:52:25.207351] [INFO ] [LOCAL     ] VERA: Saved forecast.
[2025-12-01T20:52:25.207418] [INFO ] [main      ] VERA: Signal=1 (Conf=80.0%), Magnitude=-1.97% (Conf=46.9002%)
[2025-12-01T20:52:25.207597] [INFO ] [main      ] Fetching symbol history for ABVC...
[2025-12-01T20:52:25.207643] [DEBUG] [REMOTE    ] ABVC: Fetching historical data.
[2025-12-01T20:52:25.208862] [INFO ] [main      ] Progress: 670/769 forecasts completed (87.1%). VERA finished in 0.7s. ETA: 16.3s. Rate: 365.29 forecasts/min
[2025-12-01T20:52:25.221075] [DEBUG] [REMOTE    ] ABVC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:25.221994] [DEBUG] [LOCAL     ] Loaded configuration for ABVC: 4 features, N/A% accuracy
[2025-12-01T20:52:25.222050] [INFO ] [LOCAL     ] ABVC: Loaded 4 optimal features with 55.97% confidence from JSON config
[2025-12-01T20:52:25.222082] [DEBUG] [MAG       ] Building data for symbol: ABVC with lookback: 0
[2025-12-01T20:52:25.222940] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:52:25.223000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:25.227986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:52:25.229457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:52:25.230542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:52:25.231690] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:25.292640] [DEBUG] [MAG       ] PYXS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:25.351861] [INFO ] [LOCAL     ] PYXS: Saved forecast.
[2025-12-01T20:52:25.351925] [INFO ] [main      ] PYXS: Signal=1 (Conf=80.0%), Magnitude=-0.94% (Conf=59.5846%)
[2025-12-01T20:52:25.352080] [INFO ] [main      ] Fetching symbol history for NVRI...
[2025-12-01T20:52:25.352122] [DEBUG] [REMOTE    ] NVRI: Fetching historical data.
[2025-12-01T20:52:25.352849] [INFO ] [main      ] Progress: 671/769 forecasts completed (87.3%). PYXS finished in 0.6s. ETA: 16.1s. Rate: 365.36 forecasts/min
[2025-12-01T20:52:25.365296] [DEBUG] [REMOTE    ] NVRI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:25.366314] [DEBUG] [LOCAL     ] Loaded configuration for NVRI: 4 features, N/A% accuracy
[2025-12-01T20:52:25.366364] [INFO ] [LOCAL     ] NVRI: Loaded 4 optimal features with 59.31% confidence from JSON config
[2025-12-01T20:52:25.366394] [DEBUG] [MAG       ] Building data for symbol: NVRI with lookback: 0
[2025-12-01T20:52:25.367173] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:52:25.367230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:25.371900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:25.372710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:25.420164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:52:25.421941] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:25.429490] [DEBUG] [MAG       ] FNLC: Last date is validated at 2025-12-01
[2025-12-01T20:52:25.441938] [DEBUG] [MAG       ] BCYC: Last date is validated at 2025-12-01
[2025-12-01T20:52:25.576590] [DEBUG] [MAG       ] ABVC: Last date is validated at 2025-12-01
[2025-12-01T20:52:25.598608] [DEBUG] [MAG       ] FNLC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:25.609406] [DEBUG] [MAG       ] BCYC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:25.668496] [INFO ] [LOCAL     ] FNLC: Saved forecast.
[2025-12-01T20:52:25.668564] [INFO ] [main      ] FNLC: Signal=1 (Conf=80.0%), Magnitude=-1.52% (Conf=57.2675%)
[2025-12-01T20:52:25.668915] [INFO ] [main      ] Fetching symbol history for VITL...
[2025-12-01T20:52:25.668965] [DEBUG] [REMOTE    ] VITL: Fetching historical data.
[2025-12-01T20:52:25.669035] [INFO ] [main      ] Progress: 672/769 forecasts completed (87.4%). FNLC finished in 0.6s. ETA: 16.0s. Rate: 364.86 forecasts/min
[2025-12-01T20:52:25.681598] [DEBUG] [REMOTE    ] VITL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:25.682518] [DEBUG] [LOCAL     ] Loaded configuration for VITL: 9 features, N/A% accuracy
[2025-12-01T20:52:25.682590] [INFO ] [LOCAL     ] VITL: Loaded 9 optimal features with 54.70% confidence from JSON config
[2025-12-01T20:52:25.682626] [DEBUG] [MAG       ] Building data for symbol: VITL with lookback: 0
[2025-12-01T20:52:25.683399] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:52:25.683464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:52:25.685116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:52:25.690778] [INFO ] [LOCAL     ] BCYC: Saved forecast.
[2025-12-01T20:52:25.690844] [INFO ] [main      ] BCYC: Signal=1 (Conf=80.0%), Magnitude=-4.55% (Conf=40.7198%)
[2025-12-01T20:52:25.691203] [INFO ] [main      ] Fetching symbol history for RFM...
[2025-12-01T20:52:25.691253] [DEBUG] [REMOTE    ] RFM: Fetching historical data.
[2025-12-01T20:52:25.692072] [INFO ] [main      ] Progress: 673/769 forecasts completed (87.5%). BCYC finished in 0.6s. ETA: 15.8s. Rate: 365.33 forecasts/min
[2025-12-01T20:52:25.704915] [DEBUG] [REMOTE    ] RFM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:25.706005] [DEBUG] [LOCAL     ] Loaded configuration for RFM: 7 features, N/A% accuracy
[2025-12-01T20:52:25.706061] [INFO ] [LOCAL     ] RFM: Loaded 7 optimal features with 50.50% confidence from JSON config
[2025-12-01T20:52:25.706093] [DEBUG] [MAG       ] Building data for symbol: RFM with lookback: 0
[2025-12-01T20:52:25.706889] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:52:25.706949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:25.711981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:25.714140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:25.714691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:25.715098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:52:25.748727] [DEBUG] [MAG       ] ABVC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:25.760977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:52:25.763984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:25.765721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:25.766166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:52:25.767165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:52:25.768793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:52:25.769785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-01T20:52:25.770440] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:25.781506] [DEBUG] [MAG       ] NVRI: Last date is validated at 2025-12-01
[2025-12-01T20:52:25.813089] [INFO ] [LOCAL     ] ABVC: Saved forecast.
[2025-12-01T20:52:25.813163] [INFO ] [main      ] ABVC: Signal=1 (Conf=80.0%), Magnitude=-2.57% (Conf=55.9659%)
[2025-12-01T20:52:25.813540] [INFO ] [main      ] Fetching symbol history for GSM...
[2025-12-01T20:52:25.813613] [DEBUG] [REMOTE    ] GSM: Fetching historical data.
[2025-12-01T20:52:25.813672] [INFO ] [main      ] Progress: 674/769 forecasts completed (87.6%). ABVC finished in 0.6s. ETA: 15.6s. Rate: 365.47 forecasts/min
[2025-12-01T20:52:25.826864] [DEBUG] [REMOTE    ] GSM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:25.827905] [DEBUG] [LOCAL     ] Loaded configuration for GSM: 8 features, N/A% accuracy
[2025-12-01T20:52:25.827956] [INFO ] [LOCAL     ] GSM: Loaded 8 optimal features with 58.56% confidence from JSON config
[2025-12-01T20:52:25.827986] [DEBUG] [MAG       ] Building data for symbol: GSM with lookback: 0
[2025-12-01T20:52:25.828788] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:52:25.828847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:25.830489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:25.830999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:25.831376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:52:25.831561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:52:25.832661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-01T20:52:25.833997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:52:25.834116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-01T20:52:25.835251] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:25.835618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-01T20:52:25.837869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:52:25.838914] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:25.948652] [DEBUG] [MAG       ] NVRI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:26.023517] [INFO ] [LOCAL     ] NVRI: Saved forecast.
[2025-12-01T20:52:26.023598] [INFO ] [main      ] NVRI: Signal=1 (Conf=80.0%), Magnitude=-2.32% (Conf=59.3098%)
[2025-12-01T20:52:26.023757] [INFO ] [main      ] Fetching symbol history for CMG...
[2025-12-01T20:52:26.023799] [DEBUG] [REMOTE    ] CMG: Fetching historical data.
[2025-12-01T20:52:26.025856] [INFO ] [main      ] Progress: 675/769 forecasts completed (87.8%). NVRI finished in 0.7s. ETA: 15.4s. Rate: 365.31 forecasts/min
[2025-12-01T20:52:26.036722] [DEBUG] [REMOTE    ] CMG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:26.037536] [DEBUG] [LOCAL     ] Loaded configuration for CMG: 2 features, N/A% accuracy
[2025-12-01T20:52:26.037619] [INFO ] [LOCAL     ] CMG: Loaded 2 optimal features with 51.98% confidence from JSON config
[2025-12-01T20:52:26.037652] [DEBUG] [MAG       ] Building data for symbol: CMG with lookback: 0
[2025-12-01T20:52:26.038426] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:52:26.038492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:26.043155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:52:26.044324] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:26.107427] [DEBUG] [MAG       ] VITL: Last date is validated at 2025-12-01
[2025-12-01T20:52:26.183800] [DEBUG] [MAG       ] RFM: Last date is validated at 2025-12-01
[2025-12-01T20:52:26.224503] [DEBUG] [MAG       ] GSM: Last date is validated at 2025-12-01
[2025-12-01T20:52:26.272500] [DEBUG] [MAG       ] VITL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:26.361780] [DEBUG] [MAG       ] RFM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:26.370084] [INFO ] [LOCAL     ] VITL: Saved forecast.
[2025-12-01T20:52:26.370151] [INFO ] [main      ] VITL: Signal=1 (Conf=80.0%), Magnitude=3.85% (Conf=54.7011%)
[2025-12-01T20:52:26.370477] [INFO ] [main      ] Fetching symbol history for UNM...
[2025-12-01T20:52:26.370526] [DEBUG] [REMOTE    ] UNM: Fetching historical data.
[2025-12-01T20:52:26.370654] [INFO ] [main      ] Progress: 676/769 forecasts completed (87.9%). VITL finished in 0.7s. ETA: 15.3s. Rate: 364.72 forecasts/min
[2025-12-01T20:52:26.384336] [DEBUG] [REMOTE    ] UNM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:26.385119] [DEBUG] [LOCAL     ] Loaded configuration for UNM: 3 features, N/A% accuracy
[2025-12-01T20:52:26.385186] [INFO ] [LOCAL     ] UNM: Loaded 3 optimal features with 39.23% confidence from JSON config
[2025-12-01T20:52:26.385229] [DEBUG] [MAG       ] Building data for symbol: UNM with lookback: 0
[2025-12-01T20:52:26.386186] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:52:26.386246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:26.387978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:26.388508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-01T20:52:26.390016] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:26.391632] [DEBUG] [MAG       ] GSM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:26.418737] [DEBUG] [MAG       ] CMG: Last date is validated at 2025-12-01
[2025-12-01T20:52:26.425378] [INFO ] [LOCAL     ] RFM: Saved forecast.
[2025-12-01T20:52:26.425446] [INFO ] [main      ] RFM: Signal=1 (Conf=80.0%), Magnitude=0.47% (Conf=50.4953%)
[2025-12-01T20:52:26.425928] [INFO ] [main      ] Progress: 677/769 forecasts completed (88.0%). RFM finished in 0.7s. ETA: 15.1s. Rate: 365.07 forecasts/min
[2025-12-01T20:52:26.426068] [INFO ] [main      ] Fetching symbol history for Z...
[2025-12-01T20:52:26.426122] [DEBUG] [REMOTE    ] Z: Fetching historical data.
[2025-12-01T20:52:26.440746] [DEBUG] [REMOTE    ] Z: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:26.441863] [DEBUG] [LOCAL     ] Loaded configuration for Z: 2 features, N/A% accuracy
[2025-12-01T20:52:26.441919] [INFO ] [LOCAL     ] Z: Loaded 2 optimal features with 69.73% confidence from JSON config
[2025-12-01T20:52:26.441951] [DEBUG] [MAG       ] Building data for symbol: Z with lookback: 0
[2025-12-01T20:52:26.442773] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:52:26.442831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:26.443548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:52:26.444714] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:26.452689] [INFO ] [LOCAL     ] GSM: Saved forecast.
[2025-12-01T20:52:26.452757] [INFO ] [main      ] GSM: Signal=1 (Conf=80.0%), Magnitude=2.70% (Conf=58.5557%)
[2025-12-01T20:52:26.453172] [INFO ] [main      ] Fetching symbol history for FMAO...
[2025-12-01T20:52:26.453223] [DEBUG] [REMOTE    ] FMAO: Fetching historical data.
[2025-12-01T20:52:26.453652] [INFO ] [main      ] Progress: 678/769 forecasts completed (88.2%). GSM finished in 0.6s. ETA: 14.9s. Rate: 365.52 forecasts/min
[2025-12-01T20:52:26.466528] [DEBUG] [REMOTE    ] FMAO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:26.467333] [DEBUG] [LOCAL     ] Loaded configuration for FMAO: 3 features, N/A% accuracy
[2025-12-01T20:52:26.467382] [INFO ] [LOCAL     ] FMAO: Loaded 3 optimal features with 53.58% confidence from JSON config
[2025-12-01T20:52:26.467412] [DEBUG] [MAG       ] Building data for symbol: FMAO with lookback: 0
[2025-12-01T20:52:26.468187] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:52:26.468256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:52:26.577650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:52:26.579509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:52:26.581268] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:26.587620] [DEBUG] [MAG       ] CMG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:26.679677] [INFO ] [LOCAL     ] CMG: Saved forecast.
[2025-12-01T20:52:26.679740] [INFO ] [main      ] CMG: Signal=1 (Conf=80.0%), Magnitude=-1.85% (Conf=51.9837%)
[2025-12-01T20:52:26.679893] [INFO ] [main      ] Fetching symbol history for USCB...
[2025-12-01T20:52:26.679935] [DEBUG] [REMOTE    ] USCB: Fetching historical data.
[2025-12-01T20:52:26.681692] [INFO ] [main      ] Progress: 679/769 forecasts completed (88.3%). CMG finished in 0.7s. ETA: 14.8s. Rate: 365.31 forecasts/min
[2025-12-01T20:52:26.692856] [DEBUG] [REMOTE    ] USCB: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:26.693704] [DEBUG] [LOCAL     ] Loaded configuration for USCB: 2 features, N/A% accuracy
[2025-12-01T20:52:26.693755] [INFO ] [LOCAL     ] USCB: Loaded 2 optimal features with 44.06% confidence from JSON config
[2025-12-01T20:52:26.693785] [DEBUG] [MAG       ] Building data for symbol: USCB with lookback: 0
[2025-12-01T20:52:26.694551] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:52:26.694644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:26.699423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:52:26.701303] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:26.729989] [DEBUG] [MAG       ] UNM: Last date is validated at 2025-12-01
[2025-12-01T20:52:26.796593] [DEBUG] [MAG       ] Z: Last date is validated at 2025-12-01
[2025-12-01T20:52:26.895875] [DEBUG] [MAG       ] UNM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:26.914504] [DEBUG] [MAG       ] FMAO: Last date is validated at 2025-12-01
[2025-12-01T20:52:26.973758] [DEBUG] [MAG       ] Z: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:26.992138] [INFO ] [LOCAL     ] UNM: Saved forecast.
[2025-12-01T20:52:26.992202] [INFO ] [main      ] UNM: Signal=1 (Conf=80.0%), Magnitude=0.78% (Conf=39.2329%)
[2025-12-01T20:52:26.992856] [INFO ] [main      ] Fetching symbol history for LRHC...
[2025-12-01T20:52:26.992907] [DEBUG] [REMOTE    ] LRHC: Fetching historical data.
[2025-12-01T20:52:26.993646] [INFO ] [main      ] Progress: 680/769 forecasts completed (88.4%). UNM finished in 0.6s. ETA: 14.6s. Rate: 364.83 forecasts/min
[2025-12-01T20:52:27.007678] [DEBUG] [REMOTE    ] LRHC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:27.008451] [DEBUG] [LOCAL     ] Loaded configuration for LRHC: 8 features, N/A% accuracy
[2025-12-01T20:52:27.008506] [INFO ] [LOCAL     ] LRHC: Loaded 8 optimal features with 44.61% confidence from JSON config
[2025-12-01T20:52:27.008537] [DEBUG] [MAG       ] Building data for symbol: LRHC with lookback: 0
[2025-12-01T20:52:27.009406] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:52:27.009469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:27.014568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:27.016383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:27.016864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:27.017291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:27.017699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:27.030498] [DEBUG] [MAG       ] USCB: Last date is validated at 2025-12-01
[2025-12-01T20:52:27.057948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:52:27.058963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:52:27.059995] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:27.077810] [INFO ] [LOCAL     ] Z: Saved forecast.
[2025-12-01T20:52:27.077873] [INFO ] [main      ] Z: Signal=1 (Conf=80.0%), Magnitude=-1.14% (Conf=69.7321%)
[2025-12-01T20:52:27.078217] [INFO ] [main      ] Fetching symbol history for JGLO...
[2025-12-01T20:52:27.078265] [DEBUG] [REMOTE    ] JGLO: Fetching historical data.
[2025-12-01T20:52:27.078647] [INFO ] [main      ] Progress: 681/769 forecasts completed (88.6%). Z finished in 0.7s. ETA: 14.5s. Rate: 365.09 forecasts/min
[2025-12-01T20:52:27.083815] [DEBUG] [MAG       ] FMAO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:27.091841] [DEBUG] [REMOTE    ] JGLO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:27.092668] [DEBUG] [LOCAL     ] Loaded configuration for JGLO: 3 features, N/A% accuracy
[2025-12-01T20:52:27.092719] [INFO ] [LOCAL     ] JGLO: Loaded 3 optimal features with 52.93% confidence from JSON config
[2025-12-01T20:52:27.092750] [DEBUG] [MAG       ] Building data for symbol: JGLO with lookback: 0
[2025-12-01T20:52:27.093547] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:52:27.093639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:27.099001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:52:27.100130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:52:27.103185] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:27.158250] [INFO ] [LOCAL     ] FMAO: Saved forecast.
[2025-12-01T20:52:27.158332] [INFO ] [main      ] FMAO: Signal=1 (Conf=80.0%), Magnitude=1.41% (Conf=53.5813%)
[2025-12-01T20:52:27.158484] [INFO ] [main      ] Fetching symbol history for FWONK...
[2025-12-01T20:52:27.158526] [DEBUG] [REMOTE    ] FWONK: Fetching historical data.
[2025-12-01T20:52:27.159645] [INFO ] [main      ] Progress: 682/769 forecasts completed (88.7%). FMAO finished in 0.7s. ETA: 14.3s. Rate: 365.36 forecasts/min
[2025-12-01T20:52:27.171793] [DEBUG] [REMOTE    ] FWONK: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:27.172630] [DEBUG] [LOCAL     ] Loaded configuration for FWONK: 7 features, N/A% accuracy
[2025-12-01T20:52:27.172679] [INFO ] [LOCAL     ] FWONK: Loaded 7 optimal features with 66.10% confidence from JSON config
[2025-12-01T20:52:27.172709] [DEBUG] [MAG       ] Building data for symbol: FWONK with lookback: 0
[2025-12-01T20:52:27.173444] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:52:27.173504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:27.175134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:27.175633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:52:27.176373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:52:27.178474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:52:27.179150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-01T20:52:27.180291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-01T20:52:27.182921] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:27.194517] [DEBUG] [MAG       ] USCB: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:27.261746] [INFO ] [LOCAL     ] USCB: Saved forecast.
[2025-12-01T20:52:27.261809] [INFO ] [main      ] USCB: Signal=1 (Conf=80.0%), Magnitude=2.13% (Conf=44.0571%)
[2025-12-01T20:52:27.261962] [INFO ] [main      ] Fetching symbol history for APH...
[2025-12-01T20:52:27.262008] [DEBUG] [REMOTE    ] APH: Fetching historical data.
[2025-12-01T20:52:27.263397] [INFO ] [main      ] Progress: 683/769 forecasts completed (88.8%). USCB finished in 0.6s. ETA: 14.1s. Rate: 365.56 forecasts/min
[2025-12-01T20:52:27.276796] [DEBUG] [REMOTE    ] APH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:27.277638] [DEBUG] [LOCAL     ] Loaded configuration for APH: 1 features, N/A% accuracy
[2025-12-01T20:52:27.277693] [INFO ] [LOCAL     ] APH: Loaded 1 optimal features with 52.39% confidence from JSON config
[2025-12-01T20:52:27.277724] [DEBUG] [MAG       ] Building data for symbol: APH with lookback: 0
[2025-12-01T20:52:27.278542] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:52:27.278628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:52:27.280165] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:27.401587] [DEBUG] [MAG       ] LRHC: Last date is validated at 2025-12-01
[2025-12-01T20:52:27.507092] [DEBUG] [MAG       ] JGLO: Last date is validated at 2025-12-01
[2025-12-01T20:52:27.526654] [DEBUG] [MAG       ] FWONK: Last date is validated at 2025-12-01
[2025-12-01T20:52:27.570071] [DEBUG] [MAG       ] LRHC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:27.609380] [DEBUG] [MAG       ] APH: Last date is validated at 2025-12-01
[2025-12-01T20:52:27.676388] [DEBUG] [MAG       ] JGLO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:27.698274] [DEBUG] [MAG       ] FWONK: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:27.729550] [INFO ] [LOCAL     ] LRHC: Saved forecast.
[2025-12-01T20:52:27.729631] [INFO ] [main      ] LRHC: Signal=1 (Conf=80.0%), Magnitude=1.69% (Conf=44.6067%)
[2025-12-01T20:52:27.729950] [INFO ] [main      ] Fetching symbol history for GRWG...
[2025-12-01T20:52:27.729998] [DEBUG] [REMOTE    ] GRWG: Fetching historical data.
[2025-12-01T20:52:27.730658] [INFO ] [main      ] Progress: 684/769 forecasts completed (88.9%). LRHC finished in 0.7s. ETA: 14.0s. Rate: 364.57 forecasts/min
[2025-12-01T20:52:27.742670] [DEBUG] [REMOTE    ] GRWG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:27.743789] [DEBUG] [LOCAL     ] Loaded configuration for GRWG: 4 features, N/A% accuracy
[2025-12-01T20:52:27.743839] [INFO ] [LOCAL     ] GRWG: Loaded 4 optimal features with 48.34% confidence from JSON config
[2025-12-01T20:52:27.743870] [DEBUG] [MAG       ] Building data for symbol: GRWG with lookback: 0
[2025-12-01T20:52:27.744631] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:52:27.744688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:27.746348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:27.746840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:27.747209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:27.749657] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:27.755712] [INFO ] [LOCAL     ] JGLO: Saved forecast.
[2025-12-01T20:52:27.755781] [INFO ] [main      ] JGLO: Signal=1 (Conf=80.0%), Magnitude=-0.64% (Conf=52.9327%)
[2025-12-01T20:52:27.756155] [INFO ] [main      ] Fetching symbol history for PGZ...
[2025-12-01T20:52:27.756211] [DEBUG] [REMOTE    ] PGZ: Fetching historical data.
[2025-12-01T20:52:27.756632] [INFO ] [main      ] Progress: 685/769 forecasts completed (89.1%). JGLO finished in 0.7s. ETA: 13.8s. Rate: 365.02 forecasts/min
[2025-12-01T20:52:27.769489] [DEBUG] [REMOTE    ] PGZ: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:27.770499] [DEBUG] [LOCAL     ] Loaded configuration for PGZ: 11 features, N/A% accuracy
[2025-12-01T20:52:27.770549] [INFO ] [LOCAL     ] PGZ: Loaded 11 optimal features with 32.49% confidence from JSON config
[2025-12-01T20:52:27.770601] [DEBUG] [MAG       ] Building data for symbol: PGZ with lookback: 0
[2025-12-01T20:52:27.771372] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-01T20:52:27.771432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:27.774474] [DEBUG] [MAG       ] APH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:27.776144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:27.777894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:27.778417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:27.778870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:27.779257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:27.781586] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:52:27.784171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:52:27.785234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:52:27.785942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-01T20:52:27.787552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-01T20:52:27.792348] [INFO ] [LOCAL     ] FWONK: Saved forecast.
[2025-12-01T20:52:27.792412] [INFO ] [main      ] FWONK: Signal=1 (Conf=80.0%), Magnitude=-0.65% (Conf=66.0975%)
[2025-12-01T20:52:27.792760] [INFO ] [main      ] Fetching symbol history for SLRC...
[2025-12-01T20:52:27.792810] [DEBUG] [REMOTE    ] SLRC: Fetching historical data.
[2025-12-01T20:52:27.793225] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:27.794662] [INFO ] [main      ] Progress: 686/769 forecasts completed (89.2%). FWONK finished in 0.6s. ETA: 13.6s. Rate: 365.43 forecasts/min
[2025-12-01T20:52:27.805983] [DEBUG] [REMOTE    ] SLRC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:27.806833] [DEBUG] [LOCAL     ] Loaded configuration for SLRC: 8 features, N/A% accuracy
[2025-12-01T20:52:27.806883] [INFO ] [LOCAL     ] SLRC: Loaded 8 optimal features with 64.32% confidence from JSON config
[2025-12-01T20:52:27.806913] [DEBUG] [MAG       ] Building data for symbol: SLRC with lookback: 0
[2025-12-01T20:52:27.807691] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:52:27.807751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:27.812434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:27.814191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:27.814668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:27.815047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:27.852956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:52:27.854394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-01T20:52:27.855085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-01T20:52:27.855756] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:27.871360] [INFO ] [LOCAL     ] APH: Saved forecast.
[2025-12-01T20:52:27.871424] [INFO ] [main      ] APH: Signal=1 (Conf=80.0%), Magnitude=0.50% (Conf=52.3937%)
[2025-12-01T20:52:27.871597] [INFO ] [main      ] Fetching symbol history for VNO...
[2025-12-01T20:52:27.871642] [DEBUG] [REMOTE    ] VNO: Fetching historical data.
[2025-12-01T20:52:27.872866] [INFO ] [main      ] Progress: 687/769 forecasts completed (89.3%). APH finished in 0.6s. ETA: 13.5s. Rate: 365.71 forecasts/min
[2025-12-01T20:52:27.884548] [DEBUG] [REMOTE    ] VNO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:27.885697] [DEBUG] [LOCAL     ] Loaded configuration for VNO: 7 features, N/A% accuracy
[2025-12-01T20:52:27.885750] [INFO ] [LOCAL     ] VNO: Loaded 7 optimal features with 47.12% confidence from JSON config
[2025-12-01T20:52:27.885782] [DEBUG] [MAG       ] Building data for symbol: VNO with lookback: 0
[2025-12-01T20:52:27.886512] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:52:27.886593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:27.891244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:27.892028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:52:27.892925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:52:27.893939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:52:27.896636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-01T20:52:27.897973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-01T20:52:27.899142] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:28.085089] [DEBUG] [MAG       ] GRWG: Last date is validated at 2025-12-01
[2025-12-01T20:52:28.131769] [DEBUG] [MAG       ] PGZ: Last date is validated at 2025-12-01
[2025-12-01T20:52:28.184923] [DEBUG] [MAG       ] SLRC: Last date is validated at 2025-12-01
[2025-12-01T20:52:28.225363] [DEBUG] [MAG       ] VNO: Last date is validated at 2025-12-01
[2025-12-01T20:52:28.250234] [DEBUG] [MAG       ] GRWG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:28.299039] [DEBUG] [MAG       ] PGZ: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:28.304552] [INFO ] [LOCAL     ] GRWG: Saved forecast.
[2025-12-01T20:52:28.304635] [INFO ] [main      ] GRWG: Signal=1 (Conf=80.0%), Magnitude=-6.05% (Conf=48.3378%)
[2025-12-01T20:52:28.304954] [INFO ] [main      ] Fetching symbol history for CWEN...
[2025-12-01T20:52:28.305002] [DEBUG] [REMOTE    ] CWEN: Fetching historical data.
[2025-12-01T20:52:28.305646] [INFO ] [main      ] Progress: 688/769 forecasts completed (89.5%). GRWG finished in 0.6s. ETA: 13.3s. Rate: 364.84 forecasts/min
[2025-12-01T20:52:28.319099] [DEBUG] [REMOTE    ] CWEN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:28.320145] [DEBUG] [LOCAL     ] Loaded configuration for CWEN: 9 features, N/A% accuracy
[2025-12-01T20:52:28.320198] [INFO ] [LOCAL     ] CWEN: Loaded 9 optimal features with 45.59% confidence from JSON config
[2025-12-01T20:52:28.320231] [DEBUG] [MAG       ] Building data for symbol: CWEN with lookback: 0
[2025-12-01T20:52:28.321047] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:52:28.321123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:28.322857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:28.323380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:28.323831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:28.324250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:52:28.350988] [DEBUG] [MAG       ] SLRC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:28.366509] [INFO ] [LOCAL     ] PGZ: Saved forecast.
[2025-12-01T20:52:28.366591] [INFO ] [main      ] PGZ: Signal=1 (Conf=80.0%), Magnitude=-0.32% (Conf=32.4938%)
[2025-12-01T20:52:28.367265] [INFO ] [main      ] Fetching symbol history for CARG...
[2025-12-01T20:52:28.367314] [DEBUG] [REMOTE    ] CARG: Fetching historical data.
[2025-12-01T20:52:28.367730] [INFO ] [main      ] Progress: 689/769 forecasts completed (89.6%). PGZ finished in 0.6s. ETA: 13.1s. Rate: 365.17 forecasts/min
[2025-12-01T20:52:28.381622] [DEBUG] [REMOTE    ] CARG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:28.382540] [DEBUG] [LOCAL     ] Loaded configuration for CARG: 7 features, N/A% accuracy
[2025-12-01T20:52:28.382605] [INFO ] [LOCAL     ] CARG: Loaded 7 optimal features with 51.66% confidence from JSON config
[2025-12-01T20:52:28.382639] [DEBUG] [MAG       ] Building data for symbol: CARG with lookback: 0
[2025-12-01T20:52:28.383422] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:52:28.383482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:28.388273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:28.390151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:28.390662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:28.391134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:52:28.391891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:52:28.392870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-01T20:52:28.393547] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:28.416371] [INFO ] [LOCAL     ] SLRC: Saved forecast.
[2025-12-01T20:52:28.416437] [INFO ] [main      ] SLRC: Signal=1 (Conf=80.0%), Magnitude=-1.97% (Conf=64.3162%)
[2025-12-01T20:52:28.416833] [INFO ] [main      ] Progress: 690/769 forecasts completed (89.7%). SLRC finished in 0.6s. ETA: 13.0s. Rate: 365.54 forecasts/min
[2025-12-01T20:52:28.417018] [INFO ] [main      ] Fetching symbol history for TAK...
[2025-12-01T20:52:28.417064] [DEBUG] [REMOTE    ] TAK: Fetching historical data.
[2025-12-01T20:52:28.431112] [DEBUG] [REMOTE    ] TAK: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:28.432071] [DEBUG] [LOCAL     ] Loaded configuration for TAK: 7 features, N/A% accuracy
[2025-12-01T20:52:28.432125] [INFO ] [LOCAL     ] TAK: Loaded 7 optimal features with 44.42% confidence from JSON config
[2025-12-01T20:52:28.432155] [DEBUG] [MAG       ] Building data for symbol: TAK with lookback: 0
[2025-12-01T20:52:28.432933] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:52:28.433004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:28.437100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:52:28.437690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:28.438237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:52:28.439444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:52:28.439474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:28.439944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:28.440344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:52:28.441180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:52:28.441782] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:28.441911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:52:28.445972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-01T20:52:28.447318] [DEBUG] [MAG       ] VNO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:28.451667] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:28.625730] [INFO ] [LOCAL     ] VNO: Saved forecast.
[2025-12-01T20:52:28.626127] [INFO ] [main      ] VNO: Signal=1 (Conf=80.0%), Magnitude=-0.27% (Conf=47.1196%)
[2025-12-01T20:52:28.626291] [INFO ] [main      ] Fetching symbol history for NUWE...
[2025-12-01T20:52:28.626333] [DEBUG] [REMOTE    ] NUWE: Fetching historical data.
[2025-12-01T20:52:28.626927] [INFO ] [main      ] Progress: 691/769 forecasts completed (89.9%). VNO finished in 0.8s. ETA: 12.8s. Rate: 365.40 forecasts/min
[2025-12-01T20:52:28.640947] [DEBUG] [REMOTE    ] NUWE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:28.641899] [DEBUG] [LOCAL     ] Loaded configuration for NUWE: 11 features, N/A% accuracy
[2025-12-01T20:52:28.641956] [INFO ] [LOCAL     ] NUWE: Loaded 11 optimal features with 41.09% confidence from JSON config
[2025-12-01T20:52:28.641989] [DEBUG] [MAG       ] Building data for symbol: NUWE with lookback: 0
[2025-12-01T20:52:28.642788] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-01T20:52:28.642851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:28.644554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:28.645105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:28.645567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:28.645974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:28.683481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:52:28.684744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:52:28.685544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:52:28.687548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:52:28.688264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:52:28.693474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:52:28.710857] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:28.725247] [DEBUG] [MAG       ] CARG: Last date is validated at 2025-12-01
[2025-12-01T20:52:28.774154] [DEBUG] [MAG       ] CWEN: Last date is validated at 2025-12-01
[2025-12-01T20:52:28.789994] [DEBUG] [MAG       ] TAK: Last date is validated at 2025-12-01
[2025-12-01T20:52:28.888289] [DEBUG] [MAG       ] CARG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:28.943567] [DEBUG] [MAG       ] CWEN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:28.959342] [DEBUG] [MAG       ] TAK: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:28.975433] [INFO ] [LOCAL     ] CARG: Saved forecast.
[2025-12-01T20:52:28.975506] [INFO ] [main      ] CARG: Signal=1 (Conf=80.0%), Magnitude=-1.48% (Conf=51.662%)
[2025-12-01T20:52:28.975918] [INFO ] [main      ] Fetching symbol history for G...
[2025-12-01T20:52:28.975986] [DEBUG] [REMOTE    ] G: Fetching historical data.
[2025-12-01T20:52:28.976704] [INFO ] [main      ] Progress: 692/769 forecasts completed (90.0%). CARG finished in 0.6s. ETA: 12.7s. Rate: 364.80 forecasts/min
[2025-12-01T20:52:28.988973] [DEBUG] [REMOTE    ] G: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:28.989946] [DEBUG] [LOCAL     ] Loaded configuration for G: 9 features, N/A% accuracy
[2025-12-01T20:52:28.989997] [INFO ] [LOCAL     ] G: Loaded 9 optimal features with 49.51% confidence from JSON config
[2025-12-01T20:52:28.990027] [DEBUG] [MAG       ] Building data for symbol: G with lookback: 0
[2025-12-01T20:52:28.990786] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:52:28.990846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:28.995457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:28.997171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:28.997647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:28.999924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:52:29.001475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:29.023502] [INFO ] [LOCAL     ] CWEN: Saved forecast.
[2025-12-01T20:52:29.023566] [INFO ] [main      ] CWEN: Signal=1 (Conf=80.0%), Magnitude=1.47% (Conf=45.5947%)
[2025-12-01T20:52:29.024003] [INFO ] [main      ] Fetching symbol history for WIMI...
[2025-12-01T20:52:29.024062] [DEBUG] [REMOTE    ] WIMI: Fetching historical data.
[2025-12-01T20:52:29.024054] [INFO ] [main      ] Progress: 693/769 forecasts completed (90.1%). CWEN finished in 0.7s. ETA: 12.5s. Rate: 365.17 forecasts/min
[2025-12-01T20:52:29.024465] [INFO ] [LOCAL     ] TAK: Saved forecast.
[2025-12-01T20:52:29.024516] [INFO ] [main      ] TAK: Signal=1 (Conf=80.0%), Magnitude=-0.84% (Conf=44.4212%)
[2025-12-01T20:52:29.024801] [INFO ] [main      ] Fetching symbol history for EXPO...
[2025-12-01T20:52:29.024850] [DEBUG] [REMOTE    ] EXPO: Fetching historical data.
[2025-12-01T20:52:29.025678] [INFO ] [main      ] Progress: 694/769 forecasts completed (90.2%). TAK finished in 0.6s. ETA: 12.3s. Rate: 365.70 forecasts/min
[2025-12-01T20:52:29.037014] [DEBUG] [REMOTE    ] WIMI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:29.037468] [DEBUG] [REMOTE    ] EXPO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:29.038037] [DEBUG] [LOCAL     ] Loaded configuration for WIMI: 4 features, N/A% accuracy
[2025-12-01T20:52:29.038102] [INFO ] [LOCAL     ] WIMI: Loaded 4 optimal features with 48.28% confidence from JSON config
[2025-12-01T20:52:29.038139] [DEBUG] [MAG       ] Building data for symbol: WIMI with lookback: 0
[2025-12-01T20:52:29.038661] [DEBUG] [LOCAL     ] Loaded configuration for EXPO: 2 features, N/A% accuracy
[2025-12-01T20:52:29.038637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:52:29.038715] [INFO ] [LOCAL     ] EXPO: Loaded 2 optimal features with 39.73% confidence from JSON config
[2025-12-01T20:52:29.038746] [DEBUG] [MAG       ] Building data for symbol: EXPO with lookback: 0
[2025-12-01T20:52:29.038941] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:52:29.038999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:29.039550] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:52:29.039638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:29.039690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:52:29.039768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:52:29.040795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-01T20:52:29.040855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:52:29.041923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:52:29.042696] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:29.042977] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:29.043966] [DEBUG] [MAG       ] NUWE: Last date is validated at 2025-12-01
[2025-12-01T20:52:29.044328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:52:29.045555] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:29.213262] [DEBUG] [MAG       ] NUWE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:29.368774] [DEBUG] [MAG       ] G: Last date is validated at 2025-12-01
[2025-12-01T20:52:29.372989] [DEBUG] [MAG       ] WIMI: Last date is validated at 2025-12-01
[2025-12-01T20:52:29.378979] [DEBUG] [MAG       ] EXPO: Last date is validated at 2025-12-01
[2025-12-01T20:52:29.400750] [INFO ] [LOCAL     ] NUWE: Saved forecast.
[2025-12-01T20:52:29.400817] [INFO ] [main      ] NUWE: Signal=1 (Conf=80.0%), Magnitude=57.79% (Conf=41.0928%)
[2025-12-01T20:52:29.401147] [INFO ] [main      ] Fetching symbol history for PTEN...
[2025-12-01T20:52:29.401198] [DEBUG] [REMOTE    ] PTEN: Fetching historical data.
[2025-12-01T20:52:29.401646] [INFO ] [main      ] Progress: 695/769 forecasts completed (90.4%). NUWE finished in 0.8s. ETA: 12.2s. Rate: 365.02 forecasts/min
[2025-12-01T20:52:29.415903] [DEBUG] [REMOTE    ] PTEN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:29.416928] [DEBUG] [LOCAL     ] Loaded configuration for PTEN: 4 features, N/A% accuracy
[2025-12-01T20:52:29.416985] [INFO ] [LOCAL     ] PTEN: Loaded 4 optimal features with 48.95% confidence from JSON config
[2025-12-01T20:52:29.417016] [DEBUG] [MAG       ] Building data for symbol: PTEN with lookback: 0
[2025-12-01T20:52:29.417803] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:52:29.417860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:29.422974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:29.462063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:52:29.463226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:29.511055] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:29.531776] [DEBUG] [MAG       ] G: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:29.537897] [DEBUG] [MAG       ] WIMI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:29.547483] [DEBUG] [MAG       ] EXPO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:29.628821] [INFO ] [LOCAL     ] G: Saved forecast.
[2025-12-01T20:52:29.628887] [INFO ] [main      ] G: Signal=1 (Conf=80.0%), Magnitude=1.11% (Conf=49.5133%)
[2025-12-01T20:52:29.629042] [INFO ] [main      ] Fetching symbol history for CNF...
[2025-12-01T20:52:29.629084] [DEBUG] [REMOTE    ] CNF: Fetching historical data.
[2025-12-01T20:52:29.630103] [INFO ] [main      ] Progress: 696/769 forecasts completed (90.5%). G finished in 0.7s. ETA: 12.0s. Rate: 364.81 forecasts/min
[2025-12-01T20:52:29.630637] [INFO ] [LOCAL     ] WIMI: Saved forecast.
[2025-12-01T20:52:29.630703] [INFO ] [main      ] WIMI: Signal=1 (Conf=80.0%), Magnitude=-3.84% (Conf=48.2779%)
[2025-12-01T20:52:29.631112] [INFO ] [main      ] Fetching symbol history for OPRA...
[2025-12-01T20:52:29.631105] [INFO ] [main      ] Progress: 697/769 forecasts completed (90.6%). WIMI finished in 0.6s. ETA: 11.8s. Rate: 365.33 forecasts/min
[2025-12-01T20:52:29.631165] [DEBUG] [REMOTE    ] OPRA: Fetching historical data.
[2025-12-01T20:52:29.641747] [DEBUG] [REMOTE    ] CNF: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:29.642835] [DEBUG] [LOCAL     ] Loaded configuration for CNF: 6 features, N/A% accuracy
[2025-12-01T20:52:29.642890] [INFO ] [LOCAL     ] CNF: Loaded 6 optimal features with 50.06% confidence from JSON config
[2025-12-01T20:52:29.642920] [DEBUG] [MAG       ] Building data for symbol: CNF with lookback: 0
[2025-12-01T20:52:29.643685] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:29.643743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:29.643685] [DEBUG] [REMOTE    ] OPRA: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:29.644433] [DEBUG] [LOCAL     ] Loaded configuration for OPRA: 3 features, N/A% accuracy
[2025-12-01T20:52:29.645354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:29.645869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:29.646287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:29.646682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:29.644491] [INFO ] [LOCAL     ] OPRA: Loaded 3 optimal features with 55.21% confidence from JSON config
[2025-12-01T20:52:29.646819] [DEBUG] [MAG       ] Building data for symbol: OPRA with lookback: 0
[2025-12-01T20:52:29.647625] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:52:29.647683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:29.647679] [INFO ] [LOCAL     ] EXPO: Saved forecast.
[2025-12-01T20:52:29.647738] [INFO ] [main      ] EXPO: Signal=1 (Conf=80.0%), Magnitude=0.12% (Conf=39.7316%)
[2025-12-01T20:52:29.647891] [INFO ] [main      ] Fetching symbol history for SYRE...
[2025-12-01T20:52:29.647940] [DEBUG] [REMOTE    ] SYRE: Fetching historical data.
[2025-12-01T20:52:29.649009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:52:29.649326] [INFO ] [main      ] Progress: 698/769 forecasts completed (90.8%). EXPO finished in 0.6s. ETA: 11.6s. Rate: 365.80 forecasts/min
[2025-12-01T20:52:29.650565] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:29.653277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:29.661604] [DEBUG] [REMOTE    ] SYRE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:29.662651] [DEBUG] [LOCAL     ] Loaded configuration for SYRE: 7 features, N/A% accuracy
[2025-12-01T20:52:29.662702] [INFO ] [LOCAL     ] SYRE: Loaded 7 optimal features with 53.02% confidence from JSON config
[2025-12-01T20:52:29.662732] [DEBUG] [MAG       ] Building data for symbol: SYRE with lookback: 0
[2025-12-01T20:52:29.663467] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:52:29.663526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:52:29.664451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:52:29.665444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:52:29.666199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:52:29.668110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:52:29.668764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:29.670454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-01T20:52:29.676129] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:29.694745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:52:29.775169] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:29.845541] [DEBUG] [MAG       ] PTEN: Last date is validated at 2025-12-01
[2025-12-01T20:52:29.974055] [DEBUG] [MAG       ] CNF: Last date is validated at 2025-12-01
[2025-12-01T20:52:30.013029] [DEBUG] [MAG       ] SYRE: Last date is validated at 2025-12-01
[2025-12-01T20:52:30.014759] [DEBUG] [MAG       ] PTEN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:30.080539] [INFO ] [LOCAL     ] PTEN: Saved forecast.
[2025-12-01T20:52:30.080622] [INFO ] [main      ] PTEN: Signal=1 (Conf=80.0%), Magnitude=0.81% (Conf=48.9474%)
[2025-12-01T20:52:30.080775] [INFO ] [main      ] Fetching symbol history for AGM...
[2025-12-01T20:52:30.080818] [DEBUG] [REMOTE    ] AGM: Fetching historical data.
[2025-12-01T20:52:30.081867] [INFO ] [main      ] Progress: 699/769 forecasts completed (90.9%). PTEN finished in 0.7s. ETA: 11.5s. Rate: 364.95 forecasts/min
[2025-12-01T20:52:30.094212] [DEBUG] [REMOTE    ] AGM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:30.095135] [DEBUG] [LOCAL     ] Loaded configuration for AGM: 6 features, N/A% accuracy
[2025-12-01T20:52:30.095189] [INFO ] [LOCAL     ] AGM: Loaded 6 optimal features with 51.54% confidence from JSON config
[2025-12-01T20:52:30.095220] [DEBUG] [MAG       ] Building data for symbol: AGM with lookback: 0
[2025-12-01T20:52:30.096077] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:30.096144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:30.101256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:30.103271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:30.103801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:30.104192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:52:30.105068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:52:30.137125] [DEBUG] [MAG       ] CNF: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:30.145715] [DEBUG] [MAG       ] OPRA: Last date is validated at 2025-12-01
[2025-12-01T20:52:30.180299] [DEBUG] [MAG       ] SYRE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:30.181413] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:30.228560] [INFO ] [LOCAL     ] CNF: Saved forecast.
[2025-12-01T20:52:30.228641] [INFO ] [main      ] CNF: Signal=1 (Conf=80.0%), Magnitude=-4.92% (Conf=50.0559%)
[2025-12-01T20:52:30.228792] [INFO ] [main      ] Fetching symbol history for GFF...
[2025-12-01T20:52:30.228835] [DEBUG] [REMOTE    ] GFF: Fetching historical data.
[2025-12-01T20:52:30.230781] [INFO ] [main      ] Progress: 700/769 forecasts completed (91.0%). CNF finished in 0.6s. ETA: 11.3s. Rate: 364.99 forecasts/min
[2025-12-01T20:52:30.241505] [DEBUG] [REMOTE    ] GFF: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:30.242430] [DEBUG] [LOCAL     ] Loaded configuration for GFF: 2 features, N/A% accuracy
[2025-12-01T20:52:30.242479] [INFO ] [LOCAL     ] GFF: Loaded 2 optimal features with 40.44% confidence from JSON config
[2025-12-01T20:52:30.242508] [DEBUG] [MAG       ] Building data for symbol: GFF with lookback: 0
[2025-12-01T20:52:30.243268] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:52:30.243325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:30.247929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:52:30.248866] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:30.273856] [INFO ] [LOCAL     ] SYRE: Saved forecast.
[2025-12-01T20:52:30.273920] [INFO ] [main      ] SYRE: Signal=1 (Conf=80.0%), Magnitude=-9.08% (Conf=53.0228%)
[2025-12-01T20:52:30.274263] [INFO ] [main      ] Fetching symbol history for RBC...
[2025-12-01T20:52:30.274313] [DEBUG] [REMOTE    ] RBC: Fetching historical data.
[2025-12-01T20:52:30.274648] [INFO ] [main      ] Progress: 701/769 forecasts completed (91.2%). SYRE finished in 0.6s. ETA: 11.2s. Rate: 365.38 forecasts/min
[2025-12-01T20:52:30.287380] [DEBUG] [REMOTE    ] RBC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:30.288480] [DEBUG] [LOCAL     ] Loaded configuration for RBC: 2 features, N/A% accuracy
[2025-12-01T20:52:30.288530] [INFO ] [LOCAL     ] RBC: Loaded 2 optimal features with 53.68% confidence from JSON config
[2025-12-01T20:52:30.288560] [DEBUG] [MAG       ] Building data for symbol: RBC with lookback: 0
[2025-12-01T20:52:30.289314] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:52:30.289371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:30.293987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:52:30.309866] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:30.313221] [DEBUG] [MAG       ] OPRA: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:30.391461] [INFO ] [LOCAL     ] OPRA: Saved forecast.
[2025-12-01T20:52:30.391532] [INFO ] [main      ] OPRA: Signal=1 (Conf=80.0%), Magnitude=-4.28% (Conf=55.2126%)
[2025-12-01T20:52:30.391939] [INFO ] [main      ] Fetching symbol history for MFC...
[2025-12-01T20:52:30.391994] [DEBUG] [REMOTE    ] MFC: Fetching historical data.
[2025-12-01T20:52:30.392644] [INFO ] [main      ] Progress: 702/769 forecasts completed (91.3%). OPRA finished in 0.8s. ETA: 11.0s. Rate: 365.52 forecasts/min
[2025-12-01T20:52:30.404860] [DEBUG] [REMOTE    ] MFC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:30.405740] [DEBUG] [LOCAL     ] Loaded configuration for MFC: 1 features, N/A% accuracy
[2025-12-01T20:52:30.405799] [INFO ] [LOCAL     ] MFC: Loaded 1 optimal features with 66.66% confidence from JSON config
[2025-12-01T20:52:30.405839] [DEBUG] [MAG       ] Building data for symbol: MFC with lookback: 0
[2025-12-01T20:52:30.406720] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:52:30.406778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:30.411562] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:30.522419] [DEBUG] [MAG       ] AGM: Last date is validated at 2025-12-01
[2025-12-01T20:52:30.579000] [DEBUG] [MAG       ] GFF: Last date is validated at 2025-12-01
[2025-12-01T20:52:30.640435] [DEBUG] [MAG       ] RBC: Last date is validated at 2025-12-01
[2025-12-01T20:52:30.691093] [DEBUG] [MAG       ] AGM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:30.740605] [DEBUG] [MAG       ] GFF: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:30.748210] [DEBUG] [MAG       ] MFC: Last date is validated at 2025-12-01
[2025-12-01T20:52:30.800521] [INFO ] [LOCAL     ] AGM: Saved forecast.
[2025-12-01T20:52:30.800604] [INFO ] [main      ] AGM: Signal=1 (Conf=80.0%), Magnitude=2.03% (Conf=51.5393%)
[2025-12-01T20:52:30.801020] [INFO ] [main      ] Fetching symbol history for CIM...
[2025-12-01T20:52:30.801071] [DEBUG] [REMOTE    ] CIM: Fetching historical data.
[2025-12-01T20:52:30.801062] [INFO ] [main      ] Progress: 703/769 forecasts completed (91.4%). AGM finished in 0.7s. ETA: 10.9s. Rate: 364.75 forecasts/min
[2025-12-01T20:52:30.802314] [DEBUG] [MAG       ] RBC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:30.814602] [DEBUG] [REMOTE    ] CIM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:30.815609] [DEBUG] [LOCAL     ] Loaded configuration for CIM: 6 features, N/A% accuracy
[2025-12-01T20:52:30.815659] [INFO ] [LOCAL     ] CIM: Loaded 6 optimal features with 35.31% confidence from JSON config
[2025-12-01T20:52:30.815689] [DEBUG] [MAG       ] Building data for symbol: CIM with lookback: 0
[2025-12-01T20:52:30.816426] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:30.816483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:30.818142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:30.818670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:30.819083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:30.821372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-01T20:52:30.822056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:52:30.823636] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:30.833228] [INFO ] [LOCAL     ] GFF: Saved forecast.
[2025-12-01T20:52:30.833292] [INFO ] [main      ] GFF: Signal=1 (Conf=80.0%), Magnitude=0.12% (Conf=40.4384%)
[2025-12-01T20:52:30.833452] [INFO ] [main      ] Fetching symbol history for QNTM...
[2025-12-01T20:52:30.833496] [DEBUG] [REMOTE    ] QNTM: Fetching historical data.
[2025-12-01T20:52:30.834787] [INFO ] [main      ] Progress: 704/769 forecasts completed (91.5%). GFF finished in 0.6s. ETA: 10.7s. Rate: 365.16 forecasts/min
[2025-12-01T20:52:30.846913] [DEBUG] [REMOTE    ] QNTM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:30.847814] [DEBUG] [LOCAL     ] Loaded configuration for QNTM: 3 features, N/A% accuracy
[2025-12-01T20:52:30.847871] [INFO ] [LOCAL     ] QNTM: Loaded 3 optimal features with 61.99% confidence from JSON config
[2025-12-01T20:52:30.847905] [DEBUG] [MAG       ] Building data for symbol: QNTM with lookback: 0
[2025-12-01T20:52:30.849096] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:52:30.849156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:30.854041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:52:30.855776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:52:30.856464] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:30.919271] [DEBUG] [MAG       ] MFC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:30.934029] [INFO ] [LOCAL     ] RBC: Saved forecast.
[2025-12-01T20:52:30.934092] [INFO ] [main      ] RBC: Signal=1 (Conf=80.0%), Magnitude=0.71% (Conf=53.6849%)
[2025-12-01T20:52:30.934246] [INFO ] [main      ] Fetching symbol history for AMTB...
[2025-12-01T20:52:30.934288] [DEBUG] [REMOTE    ] AMTB: Fetching historical data.
[2025-12-01T20:52:30.934865] [INFO ] [main      ] Progress: 705/769 forecasts completed (91.7%). RBC finished in 0.7s. ETA: 10.5s. Rate: 365.37 forecasts/min
[2025-12-01T20:52:30.947734] [DEBUG] [REMOTE    ] AMTB: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:30.948750] [DEBUG] [LOCAL     ] Loaded configuration for AMTB: 7 features, N/A% accuracy
[2025-12-01T20:52:30.948810] [INFO ] [LOCAL     ] AMTB: Loaded 7 optimal features with 60.06% confidence from JSON config
[2025-12-01T20:52:30.948841] [DEBUG] [MAG       ] Building data for symbol: AMTB with lookback: 0
[2025-12-01T20:52:30.949639] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:52:30.949699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:30.954290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:30.956027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:30.956480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:30.956875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:52:30.958029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:52:30.959026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:52:30.960940] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:30.995948] [INFO ] [LOCAL     ] MFC: Saved forecast.
[2025-12-01T20:52:30.996011] [INFO ] [main      ] MFC: Signal=1 (Conf=80.0%), Magnitude=0.78% (Conf=66.6621%)
[2025-12-01T20:52:30.996348] [INFO ] [main      ] Fetching symbol history for L...
[2025-12-01T20:52:30.996396] [DEBUG] [REMOTE    ] L: Fetching historical data.
[2025-12-01T20:52:30.997133] [INFO ] [main      ] Progress: 706/769 forecasts completed (91.8%). MFC finished in 0.6s. ETA: 10.3s. Rate: 365.69 forecasts/min
[2025-12-01T20:52:31.009229] [DEBUG] [REMOTE    ] L: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:31.010222] [DEBUG] [LOCAL     ] Loaded configuration for L: 5 features, N/A% accuracy
[2025-12-01T20:52:31.010274] [INFO ] [LOCAL     ] L: Loaded 5 optimal features with 67.19% confidence from JSON config
[2025-12-01T20:52:31.010305] [DEBUG] [MAG       ] Building data for symbol: L with lookback: 0
[2025-12-01T20:52:31.011113] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:52:31.011172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:31.012912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:31.013397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:31.013803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:52:31.015382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:31.067616] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:31.153408] [DEBUG] [MAG       ] CIM: Last date is validated at 2025-12-01
[2025-12-01T20:52:31.210987] [DEBUG] [MAG       ] QNTM: Last date is validated at 2025-12-01
[2025-12-01T20:52:31.284477] [DEBUG] [MAG       ] AMTB: Last date is validated at 2025-12-01
[2025-12-01T20:52:31.317277] [DEBUG] [MAG       ] CIM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:31.382355] [DEBUG] [MAG       ] QNTM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:31.384136] [INFO ] [LOCAL     ] CIM: Saved forecast.
[2025-12-01T20:52:31.384203] [INFO ] [main      ] CIM: Signal=1 (Conf=80.0%), Magnitude=-0.56% (Conf=35.3088%)
[2025-12-01T20:52:31.384550] [INFO ] [main      ] Fetching symbol history for CRBG...
[2025-12-01T20:52:31.384615] [DEBUG] [REMOTE    ] CRBG: Fetching historical data.
[2025-12-01T20:52:31.385655] [INFO ] [main      ] Progress: 707/769 forecasts completed (91.9%). CIM finished in 0.6s. ETA: 10.2s. Rate: 364.98 forecasts/min
[2025-12-01T20:52:31.400054] [DEBUG] [REMOTE    ] CRBG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:31.401088] [DEBUG] [LOCAL     ] Loaded configuration for CRBG: 2 features, N/A% accuracy
[2025-12-01T20:52:31.401138] [INFO ] [LOCAL     ] CRBG: Loaded 2 optimal features with 60.57% confidence from JSON config
[2025-12-01T20:52:31.401168] [DEBUG] [MAG       ] Building data for symbol: CRBG with lookback: 0
[2025-12-01T20:52:31.401984] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:52:31.402050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:31.406944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-01T20:52:31.408667] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:31.422681] [DEBUG] [MAG       ] L: Last date is validated at 2025-12-01
[2025-12-01T20:52:31.446498] [DEBUG] [MAG       ] AMTB: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:31.488839] [INFO ] [LOCAL     ] QNTM: Saved forecast.
[2025-12-01T20:52:31.488904] [INFO ] [main      ] QNTM: Signal=1 (Conf=80.0%), Magnitude=-19.60% (Conf=61.9911%)
[2025-12-01T20:52:31.489057] [INFO ] [main      ] Fetching symbol history for FWONA...
[2025-12-01T20:52:31.489100] [DEBUG] [REMOTE    ] FWONA: Fetching historical data.
[2025-12-01T20:52:31.490668] [INFO ] [main      ] Progress: 708/769 forecasts completed (92.1%). QNTM finished in 0.7s. ETA: 10.0s. Rate: 365.17 forecasts/min
[2025-12-01T20:52:31.503048] [DEBUG] [REMOTE    ] FWONA: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:31.503998] [DEBUG] [LOCAL     ] Loaded configuration for FWONA: 4 features, N/A% accuracy
[2025-12-01T20:52:31.504049] [INFO ] [LOCAL     ] FWONA: Loaded 4 optimal features with 54.84% confidence from JSON config
[2025-12-01T20:52:31.504080] [DEBUG] [MAG       ] Building data for symbol: FWONA with lookback: 0
[2025-12-01T20:52:31.504915] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:52:31.504988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:31.505764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:52:31.506539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:52:31.507618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:52:31.510777] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:31.526735] [INFO ] [LOCAL     ] AMTB: Saved forecast.
[2025-12-01T20:52:31.526798] [INFO ] [main      ] AMTB: Signal=1 (Conf=80.0%), Magnitude=1.41% (Conf=60.0557%)
[2025-12-01T20:52:31.527146] [INFO ] [main      ] Progress: 709/769 forecasts completed (92.2%). AMTB finished in 0.6s. ETA: 9.8s. Rate: 365.57 forecasts/min
[2025-12-01T20:52:31.527272] [INFO ] [main      ] Fetching symbol history for LINK...
[2025-12-01T20:52:31.527315] [DEBUG] [REMOTE    ] LINK: Fetching historical data.
[2025-12-01T20:52:31.539532] [DEBUG] [REMOTE    ] LINK: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:31.540427] [DEBUG] [LOCAL     ] Loaded configuration for LINK: 2 features, N/A% accuracy
[2025-12-01T20:52:31.540487] [INFO ] [LOCAL     ] LINK: Loaded 2 optimal features with 53.64% confidence from JSON config
[2025-12-01T20:52:31.540518] [DEBUG] [MAG       ] Building data for symbol: LINK with lookback: 0
[2025-12-01T20:52:31.541432] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:52:31.541489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:52:31.542216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:52:31.544937] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:31.596751] [DEBUG] [MAG       ] L: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:31.686999] [INFO ] [LOCAL     ] L: Saved forecast.
[2025-12-01T20:52:31.687066] [INFO ] [main      ] L: Signal=1 (Conf=80.0%), Magnitude=1.73% (Conf=67.1894%)
[2025-12-01T20:52:31.687441] [INFO ] [main      ] Fetching symbol history for UNH...
[2025-12-01T20:52:31.687497] [DEBUG] [REMOTE    ] UNH: Fetching historical data.
[2025-12-01T20:52:31.687652] [INFO ] [main      ] Progress: 710/769 forecasts completed (92.3%). L finished in 0.7s. ETA: 9.7s. Rate: 365.58 forecasts/min
[2025-12-01T20:52:31.701340] [DEBUG] [REMOTE    ] UNH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:31.702160] [DEBUG] [LOCAL     ] Loaded configuration for UNH: 1 features, N/A% accuracy
[2025-12-01T20:52:31.702217] [INFO ] [LOCAL     ] UNH: Loaded 1 optimal features with 53.45% confidence from JSON config
[2025-12-01T20:52:31.702249] [DEBUG] [MAG       ] Building data for symbol: UNH with lookback: 0
[2025-12-01T20:52:31.703051] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:52:31.703111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:31.744084] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:31.746023] [DEBUG] [MAG       ] CRBG: Last date is validated at 2025-12-01
[2025-12-01T20:52:31.862540] [DEBUG] [MAG       ] FWONA: Last date is validated at 2025-12-01
[2025-12-01T20:52:31.870025] [DEBUG] [MAG       ] LINK: Last date is validated at 2025-12-01
[2025-12-01T20:52:31.914360] [DEBUG] [MAG       ] CRBG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:31.994504] [INFO ] [LOCAL     ] CRBG: Saved forecast.
[2025-12-01T20:52:31.994582] [INFO ] [main      ] CRBG: Signal=1 (Conf=80.0%), Magnitude=0.15% (Conf=60.5689%)
[2025-12-01T20:52:31.994919] [INFO ] [main      ] Fetching symbol history for LOVE...
[2025-12-01T20:52:31.994967] [DEBUG] [REMOTE    ] LOVE: Fetching historical data.
[2025-12-01T20:52:31.995643] [INFO ] [main      ] Progress: 711/769 forecasts completed (92.5%). CRBG finished in 0.6s. ETA: 9.5s. Rate: 365.13 forecasts/min
[2025-12-01T20:52:32.007686] [DEBUG] [REMOTE    ] LOVE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:32.008758] [DEBUG] [LOCAL     ] Loaded configuration for LOVE: 6 features, N/A% accuracy
[2025-12-01T20:52:32.008810] [INFO ] [LOCAL     ] LOVE: Loaded 6 optimal features with 60.85% confidence from JSON config
[2025-12-01T20:52:32.008839] [DEBUG] [MAG       ] Building data for symbol: LOVE with lookback: 0
[2025-12-01T20:52:32.009624] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:32.009682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:32.011307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:32.011815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:32.012297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:32.012697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-01T20:52:32.013371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-01T20:52:32.017142] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:32.025622] [DEBUG] [MAG       ] FWONA: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:32.030694] [DEBUG] [MAG       ] LINK: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:32.089271] [DEBUG] [MAG       ] UNH: Last date is validated at 2025-12-01
[2025-12-01T20:52:32.095125] [INFO ] [LOCAL     ] LINK: Saved forecast.
[2025-12-01T20:52:32.095189] [INFO ] [main      ] LINK: Signal=1 (Conf=80.0%), Magnitude=1.10% (Conf=53.6387%)
[2025-12-01T20:52:32.095351] [INFO ] [main      ] Fetching symbol history for TYL...
[2025-12-01T20:52:32.095400] [DEBUG] [REMOTE    ] TYL: Fetching historical data.
[2025-12-01T20:52:32.096048] [INFO ] [main      ] Progress: 712/769 forecasts completed (92.6%). LINK finished in 0.6s. ETA: 9.4s. Rate: 365.33 forecasts/min
[2025-12-01T20:52:32.109367] [DEBUG] [REMOTE    ] TYL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:32.110315] [DEBUG] [LOCAL     ] Loaded configuration for TYL: 2 features, N/A% accuracy
[2025-12-01T20:52:32.110379] [INFO ] [LOCAL     ] TYL: Loaded 2 optimal features with 49.76% confidence from JSON config
[2025-12-01T20:52:32.110409] [DEBUG] [MAG       ] Building data for symbol: TYL with lookback: 0
[2025-12-01T20:52:32.111188] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:52:32.111243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:32.115467] [INFO ] [LOCAL     ] FWONA: Saved forecast.
[2025-12-01T20:52:32.115530] [INFO ] [main      ] FWONA: Signal=1 (Conf=80.0%), Magnitude=-1.10% (Conf=54.8361%)
[2025-12-01T20:52:32.115693] [INFO ] [main      ] Fetching symbol history for RM...
[2025-12-01T20:52:32.115737] [DEBUG] [REMOTE    ] RM: Fetching historical data.
[2025-12-01T20:52:32.117031] [INFO ] [main      ] Progress: 713/769 forecasts completed (92.7%). FWONA finished in 0.6s. ETA: 9.2s. Rate: 365.78 forecasts/min
[2025-12-01T20:52:32.128716] [DEBUG] [REMOTE    ] RM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:32.129472] [DEBUG] [LOCAL     ] Loaded configuration for RM: 7 features, N/A% accuracy
[2025-12-01T20:52:32.129521] [INFO ] [LOCAL     ] RM: Loaded 7 optimal features with 51.80% confidence from JSON config
[2025-12-01T20:52:32.129550] [DEBUG] [MAG       ] Building data for symbol: RM with lookback: 0
[2025-12-01T20:52:32.130313] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:52:32.130381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:32.135017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:32.136734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:32.137191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:32.137627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:32.138002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:52:32.149691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:52:32.150760] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:32.210076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:52:32.210887] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:32.261854] [DEBUG] [MAG       ] UNH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:32.350217] [DEBUG] [MAG       ] LOVE: Last date is validated at 2025-12-01
[2025-12-01T20:52:32.450563] [INFO ] [LOCAL     ] UNH: Saved forecast.
[2025-12-01T20:52:32.450648] [INFO ] [main      ] UNH: Signal=1 (Conf=80.0%), Magnitude=-1.91% (Conf=53.4519%)
[2025-12-01T20:52:32.450978] [INFO ] [main      ] Fetching symbol history for FPF...
[2025-12-01T20:52:32.451029] [DEBUG] [REMOTE    ] FPF: Fetching historical data.
[2025-12-01T20:52:32.451655] [INFO ] [main      ] Progress: 714/769 forecasts completed (92.8%). UNH finished in 0.8s. ETA: 9.0s. Rate: 365.25 forecasts/min
[2025-12-01T20:52:32.464714] [DEBUG] [REMOTE    ] FPF: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:32.465953] [DEBUG] [LOCAL     ] Loaded configuration for FPF: 13 features, N/A% accuracy
[2025-12-01T20:52:32.466008] [INFO ] [LOCAL     ] FPF: Loaded 13 optimal features with 40.59% confidence from JSON config
[2025-12-01T20:52:32.466038] [DEBUG] [MAG       ] Building data for symbol: FPF with lookback: 0
[2025-12-01T20:52:32.466886] [DEBUG] [FEATURES  ] DataBuilder: Executing 13 feature methods.
[2025-12-01T20:52:32.466953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:32.468726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:32.469244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:32.469665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:52:32.470563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:52:32.471340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:52:32.475532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:52:32.475782] [DEBUG] [MAG       ] TYL: Last date is validated at 2025-12-01
[2025-12-01T20:52:32.476683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:52:32.477337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:52:32.478361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-01T20:52:32.479042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:32.479517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:52:32.480641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-01T20:52:32.482641] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:32.522352] [DEBUG] [MAG       ] LOVE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:32.554188] [DEBUG] [MAG       ] RM: Last date is validated at 2025-12-01
[2025-12-01T20:52:32.613046] [INFO ] [LOCAL     ] LOVE: Saved forecast.
[2025-12-01T20:52:32.613110] [INFO ] [main      ] LOVE: Signal=1 (Conf=80.0%), Magnitude=2.31% (Conf=60.8504%)
[2025-12-01T20:52:32.613477] [INFO ] [main      ] Fetching symbol history for PEY...
[2025-12-01T20:52:32.613524] [DEBUG] [REMOTE    ] PEY: Fetching historical data.
[2025-12-01T20:52:32.613651] [INFO ] [main      ] Progress: 715/769 forecasts completed (93.0%). LOVE finished in 0.6s. ETA: 8.9s. Rate: 365.25 forecasts/min
[2025-12-01T20:52:32.626498] [DEBUG] [REMOTE    ] PEY: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:32.627640] [DEBUG] [LOCAL     ] Loaded configuration for PEY: 2 features, N/A% accuracy
[2025-12-01T20:52:32.627690] [INFO ] [LOCAL     ] PEY: Loaded 2 optimal features with 50.34% confidence from JSON config
[2025-12-01T20:52:32.627720] [DEBUG] [MAG       ] Building data for symbol: PEY with lookback: 0
[2025-12-01T20:52:32.628486] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:52:32.628542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:32.630205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:32.630726] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:32.637974] [DEBUG] [MAG       ] TYL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:32.725640] [DEBUG] [MAG       ] RM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:32.771873] [INFO ] [LOCAL     ] TYL: Saved forecast.
[2025-12-01T20:52:32.771938] [INFO ] [main      ] TYL: Signal=1 (Conf=80.0%), Magnitude=0.07% (Conf=49.7618%)
[2025-12-01T20:52:32.772291] [INFO ] [main      ] Progress: 716/769 forecasts completed (93.1%). TYL finished in 0.7s. ETA: 8.7s. Rate: 365.27 forecasts/min
[2025-12-01T20:52:32.772416] [INFO ] [main      ] Fetching symbol history for NSC...
[2025-12-01T20:52:32.772458] [DEBUG] [REMOTE    ] NSC: Fetching historical data.
[2025-12-01T20:52:32.785055] [DEBUG] [REMOTE    ] NSC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:32.786213] [DEBUG] [LOCAL     ] Loaded configuration for NSC: 9 features, N/A% accuracy
[2025-12-01T20:52:32.786265] [INFO ] [LOCAL     ] NSC: Loaded 9 optimal features with 65.97% confidence from JSON config
[2025-12-01T20:52:32.786296] [DEBUG] [MAG       ] Building data for symbol: NSC with lookback: 0
[2025-12-01T20:52:32.787079] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:52:32.787150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:32.791816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:32.793527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:32.794002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:32.794407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:52:32.808893] [INFO ] [LOCAL     ] RM: Saved forecast.
[2025-12-01T20:52:32.808959] [INFO ] [main      ] RM: Signal=1 (Conf=80.0%), Magnitude=-2.27% (Conf=51.7986%)
[2025-12-01T20:52:32.809375] [INFO ] [main      ] Fetching symbol history for UAE...
[2025-12-01T20:52:32.809433] [DEBUG] [REMOTE    ] UAE: Fetching historical data.
[2025-12-01T20:52:32.809652] [INFO ] [main      ] Progress: 717/769 forecasts completed (93.2%). RM finished in 0.7s. ETA: 8.5s. Rate: 365.66 forecasts/min
[2025-12-01T20:52:32.820086] [DEBUG] [MAG       ] FPF: Last date is validated at 2025-12-01
[2025-12-01T20:52:32.823540] [DEBUG] [REMOTE    ] UAE: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:32.825158] [DEBUG] [LOCAL     ] Loaded configuration for UAE: 6 features, N/A% accuracy
[2025-12-01T20:52:32.825243] [INFO ] [LOCAL     ] UAE: Loaded 6 optimal features with 53.90% confidence from JSON config
[2025-12-01T20:52:32.825288] [DEBUG] [MAG       ] Building data for symbol: UAE with lookback: 0
[2025-12-01T20:52:32.826080] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:32.826141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:32.830962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:32.832748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:32.833216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:32.833618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:52:32.834479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-01T20:52:32.835809] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:32.903852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:52:32.905779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-01T20:52:32.906516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:52:32.908873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-01T20:52:32.912598] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:32.964940] [DEBUG] [MAG       ] PEY: Last date is validated at 2025-12-01
[2025-12-01T20:52:32.995658] [DEBUG] [MAG       ] FPF: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:33.064231] [INFO ] [LOCAL     ] FPF: Saved forecast.
[2025-12-01T20:52:33.064297] [INFO ] [main      ] FPF: Signal=1 (Conf=80.0%), Magnitude=-1.30% (Conf=40.5882%)
[2025-12-01T20:52:33.065032] [INFO ] [main      ] Fetching symbol history for GIII...
[2025-12-01T20:52:33.065087] [DEBUG] [REMOTE    ] GIII: Fetching historical data.
[2025-12-01T20:52:33.066671] [INFO ] [main      ] Progress: 718/769 forecasts completed (93.4%). FPF finished in 0.6s. ETA: 8.4s. Rate: 365.38 forecasts/min
[2025-12-01T20:52:33.078929] [DEBUG] [REMOTE    ] GIII: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:33.080036] [DEBUG] [LOCAL     ] Loaded configuration for GIII: 6 features, N/A% accuracy
[2025-12-01T20:52:33.080088] [INFO ] [LOCAL     ] GIII: Loaded 6 optimal features with 49.91% confidence from JSON config
[2025-12-01T20:52:33.080119] [DEBUG] [MAG       ] Building data for symbol: GIII with lookback: 0
[2025-12-01T20:52:33.080906] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:33.080964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:33.085777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:33.086612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:33.089177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:52:33.090324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:52:33.092345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-01T20:52:33.093830] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:33.132821] [DEBUG] [MAG       ] PEY: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:33.164936] [DEBUG] [MAG       ] UAE: Last date is validated at 2025-12-01
[2025-12-01T20:52:33.191451] [INFO ] [LOCAL     ] PEY: Saved forecast.
[2025-12-01T20:52:33.191516] [INFO ] [main      ] PEY: Signal=1 (Conf=80.0%), Magnitude=-0.69% (Conf=50.3444%)
[2025-12-01T20:52:33.191683] [INFO ] [main      ] Fetching symbol history for GNLN...
[2025-12-01T20:52:33.191726] [DEBUG] [REMOTE    ] GNLN: Fetching historical data.
[2025-12-01T20:52:33.193784] [INFO ] [main      ] Progress: 719/769 forecasts completed (93.5%). PEY finished in 0.6s. ETA: 8.2s. Rate: 365.49 forecasts/min
[2025-12-01T20:52:33.204262] [DEBUG] [REMOTE    ] GNLN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:33.205243] [DEBUG] [LOCAL     ] Loaded configuration for GNLN: 6 features, N/A% accuracy
[2025-12-01T20:52:33.205292] [INFO ] [LOCAL     ] GNLN: Loaded 6 optimal features with 19.12% confidence from JSON config
[2025-12-01T20:52:33.205322] [DEBUG] [MAG       ] Building data for symbol: GNLN with lookback: 0
[2025-12-01T20:52:33.206079] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:33.206137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:33.210779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:33.212478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:33.212953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:33.215215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:33.237105] [DEBUG] [MAG       ] NSC: Last date is validated at 2025-12-01
[2025-12-01T20:52:33.262303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:52:33.264174] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:33.329691] [DEBUG] [MAG       ] UAE: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:33.392065] [INFO ] [LOCAL     ] UAE: Saved forecast.
[2025-12-01T20:52:33.392128] [INFO ] [main      ] UAE: Signal=1 (Conf=80.0%), Magnitude=0.15% (Conf=53.8988%)
[2025-12-01T20:52:33.392442] [INFO ] [main      ] Fetching symbol history for WF...
[2025-12-01T20:52:33.392491] [DEBUG] [REMOTE    ] WF: Fetching historical data.
[2025-12-01T20:52:33.392656] [INFO ] [main      ] Progress: 720/769 forecasts completed (93.6%). UAE finished in 0.6s. ETA: 8.0s. Rate: 365.38 forecasts/min
[2025-12-01T20:52:33.401603] [DEBUG] [MAG       ] NSC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:33.406014] [DEBUG] [REMOTE    ] WF: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:33.406910] [DEBUG] [LOCAL     ] Loaded configuration for WF: 8 features, N/A% accuracy
[2025-12-01T20:52:33.406960] [INFO ] [LOCAL     ] WF: Loaded 8 optimal features with 61.68% confidence from JSON config
[2025-12-01T20:52:33.406990] [DEBUG] [MAG       ] Building data for symbol: WF with lookback: 0
[2025-12-01T20:52:33.407766] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:52:33.407825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:33.409683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:33.410218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:33.410706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:33.413271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:52:33.413966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:52:33.415085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-01T20:52:33.415766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-01T20:52:33.416451] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:33.434940] [DEBUG] [MAG       ] GIII: Last date is validated at 2025-12-01
[2025-12-01T20:52:33.528092] [INFO ] [LOCAL     ] NSC: Saved forecast.
[2025-12-01T20:52:33.528156] [INFO ] [main      ] NSC: Signal=1 (Conf=80.0%), Magnitude=0.12% (Conf=65.9702%)
[2025-12-01T20:52:33.528515] [INFO ] [main      ] Fetching symbol history for ETN...
[2025-12-01T20:52:33.528565] [DEBUG] [REMOTE    ] ETN: Fetching historical data.
[2025-12-01T20:52:33.529378] [INFO ] [main      ] Progress: 721/769 forecasts completed (93.8%). NSC finished in 0.8s. ETA: 7.9s. Rate: 365.47 forecasts/min
[2025-12-01T20:52:33.541324] [DEBUG] [REMOTE    ] ETN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:33.542428] [DEBUG] [LOCAL     ] Loaded configuration for ETN: 2 features, N/A% accuracy
[2025-12-01T20:52:33.542479] [INFO ] [LOCAL     ] ETN: Loaded 2 optimal features with 65.66% confidence from JSON config
[2025-12-01T20:52:33.542510] [DEBUG] [MAG       ] Building data for symbol: ETN with lookback: 0
[2025-12-01T20:52:33.543290] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:52:33.543346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:33.548000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:52:33.550657] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:33.600234] [DEBUG] [MAG       ] GNLN: Last date is validated at 2025-12-01
[2025-12-01T20:52:33.600697] [DEBUG] [MAG       ] GIII: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:33.690413] [INFO ] [LOCAL     ] GIII: Saved forecast.
[2025-12-01T20:52:33.690480] [INFO ] [main      ] GIII: Signal=1 (Conf=80.0%), Magnitude=0.56% (Conf=49.9144%)
[2025-12-01T20:52:33.691047] [INFO ] [main      ] Fetching symbol history for CNVS...
[2025-12-01T20:52:33.691097] [DEBUG] [REMOTE    ] CNVS: Fetching historical data.
[2025-12-01T20:52:33.692675] [INFO ] [main      ] Progress: 722/769 forecasts completed (93.9%). GIII finished in 0.6s. ETA: 7.7s. Rate: 365.47 forecasts/min
[2025-12-01T20:52:33.704955] [DEBUG] [REMOTE    ] CNVS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:33.706919] [DEBUG] [LOCAL     ] Loaded configuration for CNVS: 3 features, N/A% accuracy
[2025-12-01T20:52:33.706974] [INFO ] [LOCAL     ] CNVS: Loaded 3 optimal features with 48.39% confidence from JSON config
[2025-12-01T20:52:33.707005] [DEBUG] [MAG       ] Building data for symbol: CNVS with lookback: 0
[2025-12-01T20:52:33.707813] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:52:33.707869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:33.712644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:52:33.749285] [DEBUG] [MAG       ] WF: Last date is validated at 2025-12-01
[2025-12-01T20:52:33.765524] [DEBUG] [MAG       ] GNLN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:33.822595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:52:33.823474] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:33.894841] [DEBUG] [MAG       ] ETN: Last date is validated at 2025-12-01
[2025-12-01T20:52:33.919481] [DEBUG] [MAG       ] WF: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:34.007974] [INFO ] [LOCAL     ] GNLN: Saved forecast.
[2025-12-01T20:52:34.008043] [INFO ] [main      ] GNLN: Signal=1 (Conf=80.0%), Magnitude=-855.36% (Conf=19.1158%)
[2025-12-01T20:52:34.008409] [INFO ] [main      ] Fetching symbol history for COMM...
[2025-12-01T20:52:34.008460] [DEBUG] [REMOTE    ] COMM: Fetching historical data.
[2025-12-01T20:52:34.009062] [INFO ] [LOCAL     ] WF: Saved forecast.
[2025-12-01T20:52:34.009129] [INFO ] [main      ] WF: Signal=1 (Conf=80.0%), Magnitude=1.44% (Conf=61.6801%)
[2025-12-01T20:52:34.009282] [INFO ] [main      ] Fetching symbol history for UWMC...
[2025-12-01T20:52:34.009326] [DEBUG] [REMOTE    ] UWMC: Fetching historical data.
[2025-12-01T20:52:34.009651] [INFO ] [main      ] Progress: 723/769 forecasts completed (94.0%). GNLN finished in 0.8s. ETA: 7.6s. Rate: 365.00 forecasts/min
[2025-12-01T20:52:34.009799] [INFO ] [main      ] Progress: 724/769 forecasts completed (94.1%). WF finished in 0.6s. ETA: 7.4s. Rate: 365.51 forecasts/min
[2025-12-01T20:52:34.022239] [DEBUG] [REMOTE    ] COMM: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:34.022744] [DEBUG] [REMOTE    ] UWMC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:34.023285] [DEBUG] [LOCAL     ] Loaded configuration for COMM: 8 features, N/A% accuracy
[2025-12-01T20:52:34.023340] [INFO ] [LOCAL     ] COMM: Loaded 8 optimal features with 48.50% confidence from JSON config
[2025-12-01T20:52:34.023371] [DEBUG] [MAG       ] Building data for symbol: COMM with lookback: 0
[2025-12-01T20:52:34.024135] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:52:34.024195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:34.024199] [DEBUG] [LOCAL     ] Loaded configuration for UWMC: 2 features, N/A% accuracy
[2025-12-01T20:52:34.024260] [INFO ] [LOCAL     ] UWMC: Loaded 2 optimal features with 50.78% confidence from JSON config
[2025-12-01T20:52:34.024292] [DEBUG] [MAG       ] Building data for symbol: UWMC with lookback: 0
[2025-12-01T20:52:34.025096] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:52:34.025153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:34.025847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:34.026336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:34.026736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:52:34.030318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:52:34.079866] [DEBUG] [MAG       ] ETN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:34.140852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:34.145747] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:34.166673] [DEBUG] [MAG       ] CNVS: Last date is validated at 2025-12-01
[2025-12-01T20:52:34.196384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:52:34.197558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:52:34.297700] [INFO ] [LOCAL     ] ETN: Saved forecast.
[2025-12-01T20:52:34.297781] [INFO ] [main      ] ETN: Signal=1 (Conf=80.0%), Magnitude=-6.02% (Conf=65.6567%)
[2025-12-01T20:52:34.298192] [INFO ] [main      ] Fetching symbol history for DRTS...
[2025-12-01T20:52:34.298252] [DEBUG] [REMOTE    ] DRTS: Fetching historical data.
[2025-12-01T20:52:34.298662] [INFO ] [main      ] Progress: 725/769 forecasts completed (94.3%). ETN finished in 0.8s. ETA: 7.2s. Rate: 365.12 forecasts/min
[2025-12-01T20:52:34.302855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:52:34.304694] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:34.312396] [DEBUG] [REMOTE    ] DRTS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:34.313657] [DEBUG] [LOCAL     ] Loaded configuration for DRTS: 7 features, N/A% accuracy
[2025-12-01T20:52:34.313723] [INFO ] [LOCAL     ] DRTS: Loaded 7 optimal features with 58.80% confidence from JSON config
[2025-12-01T20:52:34.313756] [DEBUG] [MAG       ] Building data for symbol: DRTS with lookback: 0
[2025-12-01T20:52:34.314686] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:52:34.314765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:34.316541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:34.317085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:52:34.318360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:52:34.320061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:52:34.321106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-01T20:52:34.321858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-01T20:52:34.323539] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:34.378913] [DEBUG] [MAG       ] CNVS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:34.459750] [INFO ] [LOCAL     ] CNVS: Saved forecast.
[2025-12-01T20:52:34.459839] [INFO ] [main      ] CNVS: Signal=1 (Conf=80.0%), Magnitude=-0.38% (Conf=48.3917%)
[2025-12-01T20:52:34.460051] [INFO ] [main      ] Fetching symbol history for SHC...
[2025-12-01T20:52:34.460115] [DEBUG] [REMOTE    ] SHC: Fetching historical data.
[2025-12-01T20:52:34.460896] [INFO ] [main      ] Progress: 726/769 forecasts completed (94.4%). CNVS finished in 0.8s. ETA: 7.1s. Rate: 365.13 forecasts/min
[2025-12-01T20:52:34.480346] [DEBUG] [REMOTE    ] SHC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:34.481699] [DEBUG] [LOCAL     ] Loaded configuration for SHC: 1 features, N/A% accuracy
[2025-12-01T20:52:34.481770] [INFO ] [LOCAL     ] SHC: Loaded 1 optimal features with 53.41% confidence from JSON config
[2025-12-01T20:52:34.481806] [DEBUG] [MAG       ] Building data for symbol: SHC with lookback: 0
[2025-12-01T20:52:34.482848] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:52:34.482917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:52:34.484940] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:34.585641] [DEBUG] [MAG       ] UWMC: Last date is validated at 2025-12-01
[2025-12-01T20:52:34.727124] [DEBUG] [MAG       ] DRTS: Last date is validated at 2025-12-01
[2025-12-01T20:52:34.784850] [DEBUG] [MAG       ] UWMC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:34.792377] [DEBUG] [MAG       ] COMM: Last date is validated at 2025-12-01
[2025-12-01T20:52:34.848605] [INFO ] [LOCAL     ] UWMC: Saved forecast.
[2025-12-01T20:52:34.848674] [INFO ] [main      ] UWMC: Signal=1 (Conf=80.0%), Magnitude=0.69% (Conf=50.7824%)
[2025-12-01T20:52:34.848858] [INFO ] [main      ] Fetching symbol history for CGC...
[2025-12-01T20:52:34.848912] [DEBUG] [REMOTE    ] CGC: Fetching historical data.
[2025-12-01T20:52:34.849963] [INFO ] [main      ] Progress: 727/769 forecasts completed (94.5%). UWMC finished in 0.8s. ETA: 6.9s. Rate: 364.44 forecasts/min
[2025-12-01T20:52:34.865281] [DEBUG] [REMOTE    ] CGC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:34.866413] [DEBUG] [LOCAL     ] Loaded configuration for CGC: 4 features, N/A% accuracy
[2025-12-01T20:52:34.866489] [INFO ] [LOCAL     ] CGC: Loaded 4 optimal features with 44.27% confidence from JSON config
[2025-12-01T20:52:34.866540] [DEBUG] [MAG       ] Building data for symbol: CGC with lookback: 0
[2025-12-01T20:52:34.867734] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:52:34.867815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:52:34.869061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:34.872758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:52:34.873735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-01T20:52:34.876859] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:34.924652] [DEBUG] [MAG       ] DRTS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:34.938183] [DEBUG] [MAG       ] SHC: Last date is validated at 2025-12-01
[2025-12-01T20:52:34.987869] [INFO ] [LOCAL     ] DRTS: Saved forecast.
[2025-12-01T20:52:34.987938] [INFO ] [main      ] DRTS: Signal=1 (Conf=80.0%), Magnitude=0.10% (Conf=58.8006%)
[2025-12-01T20:52:34.988271] [INFO ] [main      ] Fetching symbol history for EXG...
[2025-12-01T20:52:34.988352] [DEBUG] [REMOTE    ] EXG: Fetching historical data.
[2025-12-01T20:52:34.989160] [INFO ] [main      ] Progress: 728/769 forecasts completed (94.7%). DRTS finished in 0.7s. ETA: 6.7s. Rate: 364.52 forecasts/min
[2025-12-01T20:52:35.002651] [DEBUG] [REMOTE    ] EXG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:35.003661] [DEBUG] [LOCAL     ] Loaded configuration for EXG: 7 features, N/A% accuracy
[2025-12-01T20:52:35.003716] [INFO ] [LOCAL     ] EXG: Loaded 7 optimal features with 27.06% confidence from JSON config
[2025-12-01T20:52:35.003748] [DEBUG] [MAG       ] Building data for symbol: EXG with lookback: 0
[2025-12-01T20:52:35.004618] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:52:35.004682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:35.010013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:35.012071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:35.012548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:35.012956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:35.013693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:52:35.015300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-01T20:52:35.015996] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:35.046542] [DEBUG] [MAG       ] COMM: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:35.130320] [DEBUG] [MAG       ] SHC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:35.155154] [INFO ] [LOCAL     ] COMM: Saved forecast.
[2025-12-01T20:52:35.155222] [INFO ] [main      ] COMM: Signal=1 (Conf=80.0%), Magnitude=5.80% (Conf=48.4957%)
[2025-12-01T20:52:35.155590] [INFO ] [main      ] Fetching symbol history for RBBN...
[2025-12-01T20:52:35.155642] [DEBUG] [REMOTE    ] RBBN: Fetching historical data.
[2025-12-01T20:52:35.157172] [INFO ] [main      ] Progress: 729/769 forecasts completed (94.8%). COMM finished in 1.1s. ETA: 6.6s. Rate: 364.51 forecasts/min
[2025-12-01T20:52:35.169243] [DEBUG] [REMOTE    ] RBBN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:35.170650] [DEBUG] [LOCAL     ] Loaded configuration for RBBN: 6 features, N/A% accuracy
[2025-12-01T20:52:35.170703] [INFO ] [LOCAL     ] RBBN: Loaded 6 optimal features with 50.69% confidence from JSON config
[2025-12-01T20:52:35.170734] [DEBUG] [MAG       ] Building data for symbol: RBBN with lookback: 0
[2025-12-01T20:52:35.171495] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:35.171555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:35.176351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:35.178690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:35.179189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:35.179641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-01T20:52:35.181182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-01T20:52:35.184385] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:35.193595] [INFO ] [LOCAL     ] SHC: Saved forecast.
[2025-12-01T20:52:35.193657] [INFO ] [main      ] SHC: Signal=1 (Conf=80.0%), Magnitude=-1.64% (Conf=53.4103%)
[2025-12-01T20:52:35.194000] [INFO ] [main      ] Fetching symbol history for LFUS...
[2025-12-01T20:52:35.194049] [DEBUG] [REMOTE    ] LFUS: Fetching historical data.
[2025-12-01T20:52:35.195731] [INFO ] [main      ] Progress: 730/769 forecasts completed (94.9%). SHC finished in 0.7s. ETA: 6.4s. Rate: 364.89 forecasts/min
[2025-12-01T20:52:35.208510] [DEBUG] [REMOTE    ] LFUS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:35.209404] [DEBUG] [LOCAL     ] Loaded configuration for LFUS: 2 features, N/A% accuracy
[2025-12-01T20:52:35.209459] [INFO ] [LOCAL     ] LFUS: Loaded 2 optimal features with 62.60% confidence from JSON config
[2025-12-01T20:52:35.209490] [DEBUG] [MAG       ] Building data for symbol: LFUS with lookback: 0
[2025-12-01T20:52:35.210286] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:52:35.210346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-01T20:52:35.212316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:52:35.213459] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:35.258558] [DEBUG] [MAG       ] CGC: Last date is validated at 2025-12-01
[2025-12-01T20:52:35.364591] [DEBUG] [MAG       ] EXG: Last date is validated at 2025-12-01
[2025-12-01T20:52:35.429915] [DEBUG] [MAG       ] CGC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:35.491948] [INFO ] [LOCAL     ] CGC: Saved forecast.
[2025-12-01T20:52:35.492014] [INFO ] [main      ] CGC: Signal=1 (Conf=80.0%), Magnitude=-4.35% (Conf=44.2741%)
[2025-12-01T20:52:35.492174] [INFO ] [main      ] Fetching symbol history for VINP...
[2025-12-01T20:52:35.492220] [DEBUG] [REMOTE    ] VINP: Fetching historical data.
[2025-12-01T20:52:35.493662] [INFO ] [main      ] Progress: 731/769 forecasts completed (95.1%). CGC finished in 0.6s. ETA: 6.3s. Rate: 364.49 forecasts/min
[2025-12-01T20:52:35.505467] [DEBUG] [REMOTE    ] VINP: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:35.506604] [DEBUG] [LOCAL     ] Loaded configuration for VINP: 1 features, N/A% accuracy
[2025-12-01T20:52:35.506656] [INFO ] [LOCAL     ] VINP: Loaded 1 optimal features with 56.52% confidence from JSON config
[2025-12-01T20:52:35.506686] [DEBUG] [MAG       ] Building data for symbol: VINP with lookback: 0
[2025-12-01T20:52:35.507449] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-01T20:52:35.507506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-01T20:52:35.508644] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:35.537936] [DEBUG] [MAG       ] EXG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:35.540916] [DEBUG] [MAG       ] LFUS: Last date is validated at 2025-12-01
[2025-12-01T20:52:35.550964] [DEBUG] [MAG       ] RBBN: Last date is validated at 2025-12-01
[2025-12-01T20:52:35.598783] [INFO ] [LOCAL     ] EXG: Saved forecast.
[2025-12-01T20:52:35.598850] [INFO ] [main      ] EXG: Signal=1 (Conf=80.0%), Magnitude=0.11% (Conf=27.0568%)
[2025-12-01T20:52:35.599015] [INFO ] [main      ] Fetching symbol history for CUZ...
[2025-12-01T20:52:35.599060] [DEBUG] [REMOTE    ] CUZ: Fetching historical data.
[2025-12-01T20:52:35.599849] [INFO ] [main      ] Progress: 732/769 forecasts completed (95.2%). EXG finished in 0.6s. ETA: 6.1s. Rate: 364.67 forecasts/min
[2025-12-01T20:52:35.613144] [DEBUG] [REMOTE    ] CUZ: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:35.614096] [DEBUG] [LOCAL     ] Loaded configuration for CUZ: 6 features, N/A% accuracy
[2025-12-01T20:52:35.614152] [INFO ] [LOCAL     ] CUZ: Loaded 6 optimal features with 54.73% confidence from JSON config
[2025-12-01T20:52:35.614186] [DEBUG] [MAG       ] Building data for symbol: CUZ with lookback: 0
[2025-12-01T20:52:35.615125] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:35.615197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:35.620469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:35.622504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:35.623034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:35.623421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:52:35.624625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-01T20:52:35.625309] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:35.706512] [DEBUG] [MAG       ] LFUS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:35.716765] [DEBUG] [MAG       ] RBBN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:35.778532] [INFO ] [LOCAL     ] RBBN: Saved forecast.
[2025-12-01T20:52:35.778613] [INFO ] [main      ] RBBN: Signal=1 (Conf=80.0%), Magnitude=-0.33% (Conf=50.6863%)
[2025-12-01T20:52:35.778940] [INFO ] [main      ] Fetching symbol history for TEO...
[2025-12-01T20:52:35.778989] [DEBUG] [REMOTE    ] TEO: Fetching historical data.
[2025-12-01T20:52:35.779668] [INFO ] [main      ] Progress: 733/769 forecasts completed (95.3%). RBBN finished in 0.6s. ETA: 5.9s. Rate: 364.62 forecasts/min
[2025-12-01T20:52:35.791641] [DEBUG] [REMOTE    ] TEO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:35.792552] [DEBUG] [LOCAL     ] Loaded configuration for TEO: 6 features, N/A% accuracy
[2025-12-01T20:52:35.792634] [INFO ] [LOCAL     ] TEO: Loaded 6 optimal features with 48.28% confidence from JSON config
[2025-12-01T20:52:35.792666] [DEBUG] [MAG       ] Building data for symbol: TEO with lookback: 0
[2025-12-01T20:52:35.793417] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:35.793475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:35.798145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:35.799932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:35.800430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:35.800817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:52:35.801682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-01T20:52:35.802331] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:35.841767] [DEBUG] [MAG       ] VINP: Last date is validated at 2025-12-01
[2025-12-01T20:52:35.843391] [INFO ] [LOCAL     ] LFUS: Saved forecast.
[2025-12-01T20:52:35.843456] [INFO ] [main      ] LFUS: Signal=1 (Conf=80.0%), Magnitude=0.96% (Conf=62.5988%)
[2025-12-01T20:52:35.843807] [INFO ] [main      ] Fetching symbol history for BCDA...
[2025-12-01T20:52:35.843858] [DEBUG] [REMOTE    ] BCDA: Fetching historical data.
[2025-12-01T20:52:35.845667] [INFO ] [main      ] Progress: 734/769 forecasts completed (95.4%). LFUS finished in 0.6s. ETA: 5.8s. Rate: 364.92 forecasts/min
[2025-12-01T20:52:35.856061] [DEBUG] [REMOTE    ] BCDA: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:35.856907] [DEBUG] [LOCAL     ] Loaded configuration for BCDA: 6 features, N/A% accuracy
[2025-12-01T20:52:35.856962] [INFO ] [LOCAL     ] BCDA: Loaded 6 optimal features with 59.74% confidence from JSON config
[2025-12-01T20:52:35.856993] [DEBUG] [MAG       ] Building data for symbol: BCDA with lookback: 0
[2025-12-01T20:52:35.857751] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:35.857810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:35.862458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:35.864227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:35.864706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:35.865089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-01T20:52:35.866530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:52:35.884096] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:35.979020] [DEBUG] [MAG       ] CUZ: Last date is validated at 2025-12-01
[2025-12-01T20:52:36.007129] [DEBUG] [MAG       ] VINP: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:36.061673] [INFO ] [LOCAL     ] VINP: Saved forecast.
[2025-12-01T20:52:36.061742] [INFO ] [main      ] VINP: Signal=1 (Conf=80.0%), Magnitude=0.77% (Conf=56.516%)
[2025-12-01T20:52:36.061896] [INFO ] [main      ] Fetching symbol history for GLP...
[2025-12-01T20:52:36.061939] [DEBUG] [REMOTE    ] GLP: Fetching historical data.
[2025-12-01T20:52:36.063651] [INFO ] [main      ] Progress: 735/769 forecasts completed (95.6%). VINP finished in 0.6s. ETA: 5.6s. Rate: 364.76 forecasts/min
[2025-12-01T20:52:36.076699] [DEBUG] [REMOTE    ] GLP: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:36.077616] [DEBUG] [LOCAL     ] Loaded configuration for GLP: 2 features, N/A% accuracy
[2025-12-01T20:52:36.077670] [INFO ] [LOCAL     ] GLP: Loaded 2 optimal features with 51.23% confidence from JSON config
[2025-12-01T20:52:36.077701] [DEBUG] [MAG       ] Building data for symbol: GLP with lookback: 0
[2025-12-01T20:52:36.078472] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:52:36.078529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:36.115884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:52:36.117809] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:36.134483] [DEBUG] [MAG       ] TEO: Last date is validated at 2025-12-01
[2025-12-01T20:52:36.156422] [DEBUG] [MAG       ] CUZ: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:36.216230] [DEBUG] [MAG       ] BCDA: Last date is validated at 2025-12-01
[2025-12-01T20:52:36.233485] [INFO ] [LOCAL     ] CUZ: Saved forecast.
[2025-12-01T20:52:36.233567] [INFO ] [main      ] CUZ: Signal=1 (Conf=80.0%), Magnitude=-0.63% (Conf=54.7276%)
[2025-12-01T20:52:36.233776] [INFO ] [main      ] Fetching symbol history for STXG...
[2025-12-01T20:52:36.234207] [DEBUG] [REMOTE    ] STXG: Fetching historical data.
[2025-12-01T20:52:36.235067] [INFO ] [main      ] Progress: 736/769 forecasts completed (95.7%). CUZ finished in 0.6s. ETA: 5.4s. Rate: 364.73 forecasts/min
[2025-12-01T20:52:36.248033] [DEBUG] [REMOTE    ] STXG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:36.249100] [DEBUG] [LOCAL     ] Loaded configuration for STXG: 9 features, N/A% accuracy
[2025-12-01T20:52:36.249152] [INFO ] [LOCAL     ] STXG: Loaded 9 optimal features with 42.66% confidence from JSON config
[2025-12-01T20:52:36.249183] [DEBUG] [MAG       ] Building data for symbol: STXG with lookback: 0
[2025-12-01T20:52:36.250036] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-01T20:52:36.250101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:36.255203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:36.257171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:36.257733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:52:36.302064] [DEBUG] [MAG       ] TEO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:36.372505] [INFO ] [LOCAL     ] TEO: Saved forecast.
[2025-12-01T20:52:36.372585] [INFO ] [main      ] TEO: Signal=1 (Conf=80.0%), Magnitude=-0.62% (Conf=48.2847%)
[2025-12-01T20:52:36.372909] [INFO ] [main      ] Fetching symbol history for MBCN...
[2025-12-01T20:52:36.372958] [DEBUG] [REMOTE    ] MBCN: Fetching historical data.
[2025-12-01T20:52:36.373671] [INFO ] [main      ] Progress: 737/769 forecasts completed (95.8%). TEO finished in 0.6s. ETA: 5.3s. Rate: 364.81 forecasts/min
[2025-12-01T20:52:36.377627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-01T20:52:36.379799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:52:36.380875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:52:36.382758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:52:36.383405] [DEBUG] [REMOTE    ] MBCN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:36.383817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-01T20:52:36.384375] [DEBUG] [LOCAL     ] Loaded configuration for MBCN: 5 features, N/A% accuracy
[2025-12-01T20:52:36.384426] [INFO ] [LOCAL     ] MBCN: Loaded 5 optimal features with 53.80% confidence from JSON config
[2025-12-01T20:52:36.384456] [DEBUG] [MAG       ] Building data for symbol: MBCN with lookback: 0
[2025-12-01T20:52:36.384503] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:36.385212] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:52:36.385271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:36.385652] [DEBUG] [MAG       ] BCDA: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:36.389992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:36.391733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:36.392190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:36.392559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:52:36.393477] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:36.446365] [INFO ] [LOCAL     ] BCDA: Saved forecast.
[2025-12-01T20:52:36.446779] [INFO ] [main      ] BCDA: Signal=1 (Conf=80.0%), Magnitude=-4.29% (Conf=59.7372%)
[2025-12-01T20:52:36.447172] [INFO ] [main      ] Fetching symbol history for GEHC...
[2025-12-01T20:52:36.447222] [DEBUG] [REMOTE    ] GEHC: Fetching historical data.
[2025-12-01T20:52:36.447662] [INFO ] [main      ] Progress: 738/769 forecasts completed (96.0%). BCDA finished in 0.6s. ETA: 5.1s. Rate: 365.08 forecasts/min
[2025-12-01T20:52:36.462643] [DEBUG] [REMOTE    ] GEHC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:36.463767] [DEBUG] [LOCAL     ] Loaded configuration for GEHC: 7 features, N/A% accuracy
[2025-12-01T20:52:36.463818] [INFO ] [LOCAL     ] GEHC: Loaded 7 optimal features with 53.06% confidence from JSON config
[2025-12-01T20:52:36.463849] [DEBUG] [MAG       ] Building data for symbol: GEHC with lookback: 0
[2025-12-01T20:52:36.464680] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:52:36.464764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:36.466645] [DEBUG] [MAG       ] GLP: Last date is validated at 2025-12-01
[2025-12-01T20:52:36.469450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:36.471191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:36.471653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:52:36.472698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-01T20:52:36.474620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-01T20:52:36.475930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-01T20:52:36.478598] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:36.638460] [DEBUG] [MAG       ] GLP: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:36.722931] [INFO ] [LOCAL     ] GLP: Saved forecast.
[2025-12-01T20:52:36.722995] [INFO ] [main      ] GLP: Signal=1 (Conf=80.0%), Magnitude=0.01% (Conf=51.2297%)
[2025-12-01T20:52:36.723349] [INFO ] [main      ] Fetching symbol history for OSPN...
[2025-12-01T20:52:36.723400] [DEBUG] [REMOTE    ] OSPN: Fetching historical data.
[2025-12-01T20:52:36.724172] [INFO ] [main      ] Progress: 739/769 forecasts completed (96.1%). GLP finished in 0.7s. ETA: 4.9s. Rate: 364.75 forecasts/min
[2025-12-01T20:52:36.733642] [DEBUG] [MAG       ] STXG: Last date is validated at 2025-12-01
[2025-12-01T20:52:36.736072] [DEBUG] [MAG       ] MBCN: Last date is validated at 2025-12-01
[2025-12-01T20:52:36.736656] [DEBUG] [REMOTE    ] OSPN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:36.737795] [DEBUG] [LOCAL     ] Loaded configuration for OSPN: 7 features, N/A% accuracy
[2025-12-01T20:52:36.737849] [INFO ] [LOCAL     ] OSPN: Loaded 7 optimal features with 64.50% confidence from JSON config
[2025-12-01T20:52:36.737889] [DEBUG] [MAG       ] Building data for symbol: OSPN with lookback: 0
[2025-12-01T20:52:36.738762] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:52:36.738824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:36.743767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:36.745515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:36.746015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:36.746486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:52:36.809197] [DEBUG] [MAG       ] GEHC: Last date is validated at 2025-12-01
[2025-12-01T20:52:36.860863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:52:36.862358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-01T20:52:36.864428] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:36.904717] [DEBUG] [MAG       ] MBCN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:36.906428] [DEBUG] [MAG       ] STXG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:36.973119] [DEBUG] [MAG       ] GEHC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:36.984100] [INFO ] [LOCAL     ] STXG: Saved forecast.
[2025-12-01T20:52:36.984166] [INFO ] [main      ] STXG: Signal=1 (Conf=80.0%), Magnitude=0.80% (Conf=42.6567%)
[2025-12-01T20:52:36.984325] [INFO ] [main      ] Fetching symbol history for OKTA...
[2025-12-01T20:52:36.984371] [DEBUG] [REMOTE    ] OKTA: Fetching historical data.
[2025-12-01T20:52:36.985689] [INFO ] [main      ] Progress: 740/769 forecasts completed (96.2%). STXG finished in 0.8s. ETA: 4.8s. Rate: 364.46 forecasts/min
[2025-12-01T20:52:36.993816] [INFO ] [LOCAL     ] MBCN: Saved forecast.
[2025-12-01T20:52:36.993882] [INFO ] [main      ] MBCN: Signal=1 (Conf=80.0%), Magnitude=-0.62% (Conf=53.796%)
[2025-12-01T20:52:36.994213] [INFO ] [main      ] Fetching symbol history for HPS...
[2025-12-01T20:52:36.994271] [DEBUG] [REMOTE    ] HPS: Fetching historical data.
[2025-12-01T20:52:36.994664] [INFO ] [main      ] Progress: 741/769 forecasts completed (96.4%). MBCN finished in 0.6s. ETA: 4.6s. Rate: 364.92 forecasts/min
[2025-12-01T20:52:36.998529] [DEBUG] [REMOTE    ] OKTA: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:36.999695] [DEBUG] [LOCAL     ] Loaded configuration for OKTA: 5 features, N/A% accuracy
[2025-12-01T20:52:36.999749] [INFO ] [LOCAL     ] OKTA: Loaded 5 optimal features with 60.61% confidence from JSON config
[2025-12-01T20:52:36.999780] [DEBUG] [MAG       ] Building data for symbol: OKTA with lookback: 0
[2025-12-01T20:52:37.000603] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:52:37.000663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:52:37.001588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:37.004043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:52:37.004842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-01T20:52:37.006913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-01T20:52:37.008366] [DEBUG] [REMOTE    ] HPS: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:37.008776] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:37.009317] [DEBUG] [LOCAL     ] Loaded configuration for HPS: 2 features, N/A% accuracy
[2025-12-01T20:52:37.009381] [INFO ] [LOCAL     ] HPS: Loaded 2 optimal features with 52.40% confidence from JSON config
[2025-12-01T20:52:37.009417] [DEBUG] [MAG       ] Building data for symbol: HPS with lookback: 0
[2025-12-01T20:52:37.010209] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:52:37.010265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:37.014919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:52:37.016567] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:37.082474] [INFO ] [LOCAL     ] GEHC: Saved forecast.
[2025-12-01T20:52:37.082536] [INFO ] [main      ] GEHC: Signal=1 (Conf=80.0%), Magnitude=0.51% (Conf=53.0551%)
[2025-12-01T20:52:37.082892] [INFO ] [main      ] Fetching symbol history for INAB...
[2025-12-01T20:52:37.082942] [DEBUG] [REMOTE    ] INAB: Fetching historical data.
[2025-12-01T20:52:37.083658] [INFO ] [main      ] Progress: 742/769 forecasts completed (96.5%). GEHC finished in 0.6s. ETA: 4.4s. Rate: 365.15 forecasts/min
[2025-12-01T20:52:37.095356] [DEBUG] [REMOTE    ] INAB: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:37.096354] [DEBUG] [LOCAL     ] Loaded configuration for INAB: 8 features, N/A% accuracy
[2025-12-01T20:52:37.096411] [INFO ] [LOCAL     ] INAB: Loaded 8 optimal features with 58.61% confidence from JSON config
[2025-12-01T20:52:37.096441] [DEBUG] [MAG       ] Building data for symbol: INAB with lookback: 0
[2025-12-01T20:52:37.097193] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:52:37.097264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:37.101914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:37.103667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:37.104115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:37.104518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:37.105230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:52:37.106124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-01T20:52:37.106814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-01T20:52:37.108301] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:37.213494] [DEBUG] [MAG       ] OSPN: Last date is validated at 2025-12-01
[2025-12-01T20:52:37.349616] [DEBUG] [MAG       ] HPS: Last date is validated at 2025-12-01
[2025-12-01T20:52:37.360546] [DEBUG] [MAG       ] OKTA: Last date is validated at 2025-12-01
[2025-12-01T20:52:37.387111] [DEBUG] [MAG       ] OSPN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:37.441742] [DEBUG] [MAG       ] INAB: Last date is validated at 2025-12-01
[2025-12-01T20:52:37.465134] [INFO ] [LOCAL     ] OSPN: Saved forecast.
[2025-12-01T20:52:37.465203] [INFO ] [main      ] OSPN: Signal=1 (Conf=80.0%), Magnitude=8.60% (Conf=64.4951%)
[2025-12-01T20:52:37.465562] [INFO ] [main      ] Fetching symbol history for HRTG...
[2025-12-01T20:52:37.465634] [DEBUG] [REMOTE    ] HRTG: Fetching historical data.
[2025-12-01T20:52:37.466405] [INFO ] [main      ] Progress: 743/769 forecasts completed (96.6%). OSPN finished in 0.7s. ETA: 4.3s. Rate: 364.50 forecasts/min
[2025-12-01T20:52:37.479120] [DEBUG] [REMOTE    ] HRTG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:37.480142] [DEBUG] [LOCAL     ] Loaded configuration for HRTG: 3 features, N/A% accuracy
[2025-12-01T20:52:37.480210] [INFO ] [LOCAL     ] HRTG: Loaded 3 optimal features with 54.96% confidence from JSON config
[2025-12-01T20:52:37.480250] [DEBUG] [MAG       ] Building data for symbol: HRTG with lookback: 0
[2025-12-01T20:52:37.481127] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:52:37.481187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:37.481954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:52:37.483642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:52:37.484320] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:37.522477] [DEBUG] [MAG       ] HPS: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:37.537430] [DEBUG] [MAG       ] OKTA: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:37.578514] [INFO ] [LOCAL     ] HPS: Saved forecast.
[2025-12-01T20:52:37.578598] [INFO ] [main      ] HPS: Signal=1 (Conf=80.0%), Magnitude=-1.21% (Conf=52.3953%)
[2025-12-01T20:52:37.578953] [INFO ] [main      ] Fetching symbol history for MLI...
[2025-12-01T20:52:37.579003] [DEBUG] [REMOTE    ] MLI: Fetching historical data.
[2025-12-01T20:52:37.580654] [INFO ] [main      ] Progress: 744/769 forecasts completed (96.7%). HPS finished in 0.6s. ETA: 4.1s. Rate: 364.65 forecasts/min
[2025-12-01T20:52:37.591729] [DEBUG] [REMOTE    ] MLI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:37.592775] [DEBUG] [LOCAL     ] Loaded configuration for MLI: 4 features, N/A% accuracy
[2025-12-01T20:52:37.592833] [INFO ] [LOCAL     ] MLI: Loaded 4 optimal features with 56.10% confidence from JSON config
[2025-12-01T20:52:37.592866] [DEBUG] [MAG       ] Building data for symbol: MLI with lookback: 0
[2025-12-01T20:52:37.593671] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:52:37.594044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:37.596446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:52:37.598191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-01T20:52:37.599238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:52:37.600435] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:37.609391] [DEBUG] [MAG       ] INAB: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:37.683914] [INFO ] [LOCAL     ] INAB: Saved forecast.
[2025-12-01T20:52:37.683979] [INFO ] [main      ] INAB: Signal=1 (Conf=80.0%), Magnitude=1.11% (Conf=58.6106%)
[2025-12-01T20:52:37.684135] [INFO ] [main      ] Fetching symbol history for HQL...
[2025-12-01T20:52:37.684177] [DEBUG] [REMOTE    ] HQL: Fetching historical data.
[2025-12-01T20:52:37.684504] [INFO ] [LOCAL     ] OKTA: Saved forecast.
[2025-12-01T20:52:37.684601] [INFO ] [main      ] OKTA: Signal=1 (Conf=80.0%), Magnitude=5.36% (Conf=60.607%)
[2025-12-01T20:52:37.684758] [INFO ] [main      ] Fetching symbol history for FLO...
[2025-12-01T20:52:37.684804] [DEBUG] [REMOTE    ] FLO: Fetching historical data.
[2025-12-01T20:52:37.685667] [INFO ] [main      ] Progress: 745/769 forecasts completed (96.9%). INAB finished in 0.6s. ETA: 3.9s. Rate: 364.82 forecasts/min
[2025-12-01T20:52:37.685822] [INFO ] [main      ] Progress: 746/769 forecasts completed (97.0%). OKTA finished in 0.7s. ETA: 3.8s. Rate: 365.31 forecasts/min
[2025-12-01T20:52:37.698068] [DEBUG] [REMOTE    ] HQL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:37.699156] [DEBUG] [REMOTE    ] FLO: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:37.699263] [DEBUG] [LOCAL     ] Loaded configuration for HQL: 5 features, N/A% accuracy
[2025-12-01T20:52:37.699325] [INFO ] [LOCAL     ] HQL: Loaded 5 optimal features with 56.44% confidence from JSON config
[2025-12-01T20:52:37.699362] [DEBUG] [MAG       ] Building data for symbol: HQL with lookback: 0
[2025-12-01T20:52:37.700148] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:52:37.700173] [DEBUG] [LOCAL     ] Loaded configuration for FLO: 6 features, N/A% accuracy
[2025-12-01T20:52:37.700206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:37.700234] [INFO ] [LOCAL     ] FLO: Loaded 6 optimal features with 54.12% confidence from JSON config
[2025-12-01T20:52:37.700273] [DEBUG] [MAG       ] Building data for symbol: FLO with lookback: 0
[2025-12-01T20:52:37.701209] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:37.701269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:37.704948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:37.706561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:37.708611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:37.709129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:37.709540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:37.710317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-01T20:52:37.742659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:52:37.743704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-01T20:52:37.745209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-01T20:52:37.745922] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:37.827084] [DEBUG] [MAG       ] HRTG: Last date is validated at 2025-12-01
[2025-12-01T20:52:37.830865] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:37.938414] [DEBUG] [MAG       ] MLI: Last date is validated at 2025-12-01
[2025-12-01T20:52:37.992932] [DEBUG] [MAG       ] HRTG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:38.070962] [INFO ] [LOCAL     ] HRTG: Saved forecast.
[2025-12-01T20:52:38.071026] [INFO ] [main      ] HRTG: Signal=1 (Conf=80.0%), Magnitude=1.04% (Conf=54.9633%)
[2025-12-01T20:52:38.071325] [INFO ] [main      ] Fetching symbol history for MSB...
[2025-12-01T20:52:38.071376] [DEBUG] [REMOTE    ] MSB: Fetching historical data.
[2025-12-01T20:52:38.072191] [INFO ] [main      ] Progress: 747/769 forecasts completed (97.1%). HRTG finished in 0.6s. ETA: 3.6s. Rate: 364.65 forecasts/min
[2025-12-01T20:52:38.077243] [DEBUG] [MAG       ] HQL: Last date is validated at 2025-12-01
[2025-12-01T20:52:38.084177] [DEBUG] [REMOTE    ] MSB: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:38.085075] [DEBUG] [LOCAL     ] Loaded configuration for MSB: 2 features, N/A% accuracy
[2025-12-01T20:52:38.085130] [INFO ] [LOCAL     ] MSB: Loaded 2 optimal features with 67.06% confidence from JSON config
[2025-12-01T20:52:38.085161] [DEBUG] [MAG       ] Building data for symbol: MSB with lookback: 0
[2025-12-01T20:52:38.085934] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-01T20:52:38.085991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:38.106276] [DEBUG] [MAG       ] MLI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:38.133801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-01T20:52:38.134677] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:38.184410] [DEBUG] [MAG       ] FLO: Last date is validated at 2025-12-01
[2025-12-01T20:52:38.201220] [INFO ] [LOCAL     ] MLI: Saved forecast.
[2025-12-01T20:52:38.201285] [INFO ] [main      ] MLI: Signal=1 (Conf=80.0%), Magnitude=-0.82% (Conf=56.1028%)
[2025-12-01T20:52:38.201636] [INFO ] [main      ] Fetching symbol history for FPH...
[2025-12-01T20:52:38.201685] [DEBUG] [REMOTE    ] FPH: Fetching historical data.
[2025-12-01T20:52:38.201650] [INFO ] [main      ] Progress: 748/769 forecasts completed (97.3%). MLI finished in 0.6s. ETA: 3.5s. Rate: 364.76 forecasts/min
[2025-12-01T20:52:38.214525] [DEBUG] [REMOTE    ] FPH: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:38.215620] [DEBUG] [LOCAL     ] Loaded configuration for FPH: 13 features, N/A% accuracy
[2025-12-01T20:52:38.215672] [INFO ] [LOCAL     ] FPH: Loaded 13 optimal features with 54.91% confidence from JSON config
[2025-12-01T20:52:38.215702] [DEBUG] [MAG       ] Building data for symbol: FPH with lookback: 0
[2025-12-01T20:52:38.216439] [DEBUG] [FEATURES  ] DataBuilder: Executing 13 feature methods.
[2025-12-01T20:52:38.216503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:38.221381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:38.222212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:52:38.223791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:38.242696] [DEBUG] [MAG       ] HQL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:38.272984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:52:38.273847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:52:38.308948] [INFO ] [LOCAL     ] HQL: Saved forecast.
[2025-12-01T20:52:38.309012] [INFO ] [main      ] HQL: Signal=1 (Conf=80.0%), Magnitude=0.11% (Conf=56.4431%)
[2025-12-01T20:52:38.309447] [INFO ] [main      ] Fetching symbol history for SYF...
[2025-12-01T20:52:38.309497] [DEBUG] [REMOTE    ] SYF: Fetching historical data.
[2025-12-01T20:52:38.309652] [INFO ] [main      ] Progress: 749/769 forecasts completed (97.4%). HQL finished in 0.6s. ETA: 3.3s. Rate: 364.92 forecasts/min
[2025-12-01T20:52:38.321901] [DEBUG] [REMOTE    ] SYF: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:38.322922] [DEBUG] [LOCAL     ] Loaded configuration for SYF: 3 features, N/A% accuracy
[2025-12-01T20:52:38.322972] [INFO ] [LOCAL     ] SYF: Loaded 3 optimal features with 65.27% confidence from JSON config
[2025-12-01T20:52:38.323002] [DEBUG] [MAG       ] Building data for symbol: SYF with lookback: 0
[2025-12-01T20:52:38.323783] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:52:38.323840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:52:38.324703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:38.327103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-01T20:52:38.328196] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:38.349021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:52:38.350309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:38.352112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:38.352613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-01T20:52:38.353628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-01T20:52:38.355239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-01T20:52:38.355855] [DEBUG] [MAG       ] FLO: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:38.355953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-01T20:52:38.357301] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:38.420588] [INFO ] [LOCAL     ] FLO: Saved forecast.
[2025-12-01T20:52:38.420654] [INFO ] [main      ] FLO: Signal=1 (Conf=80.0%), Magnitude=3.53% (Conf=54.1236%)
[2025-12-01T20:52:38.420989] [INFO ] [main      ] Fetching symbol history for AWK...
[2025-12-01T20:52:38.421038] [DEBUG] [REMOTE    ] AWK: Fetching historical data.
[2025-12-01T20:52:38.422646] [INFO ] [main      ] Progress: 750/769 forecasts completed (97.5%). FLO finished in 0.7s. ETA: 3.1s. Rate: 365.08 forecasts/min
[2025-12-01T20:52:38.435018] [DEBUG] [REMOTE    ] AWK: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:38.435925] [DEBUG] [LOCAL     ] Loaded configuration for AWK: 6 features, N/A% accuracy
[2025-12-01T20:52:38.435979] [INFO ] [LOCAL     ] AWK: Loaded 6 optimal features with 51.43% confidence from JSON config
[2025-12-01T20:52:38.436010] [DEBUG] [MAG       ] Building data for symbol: AWK with lookback: 0
[2025-12-01T20:52:38.436828] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:38.436888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:38.441602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:38.443326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:38.443796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:38.444211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:38.444634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-01T20:52:38.445220] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:38.469743] [DEBUG] [MAG       ] MSB: Last date is validated at 2025-12-01
[2025-12-01T20:52:38.638166] [DEBUG] [MAG       ] MSB: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:38.661818] [DEBUG] [MAG       ] SYF: Last date is validated at 2025-12-01
[2025-12-01T20:52:38.692501] [DEBUG] [MAG       ] FPH: Last date is validated at 2025-12-01
[2025-12-01T20:52:38.719075] [INFO ] [LOCAL     ] MSB: Saved forecast.
[2025-12-01T20:52:38.719150] [INFO ] [main      ] MSB: Signal=1 (Conf=80.0%), Magnitude=-1.08% (Conf=67.055%)
[2025-12-01T20:52:38.719450] [INFO ] [main      ] Fetching symbol history for WMG...
[2025-12-01T20:52:38.719498] [DEBUG] [REMOTE    ] WMG: Fetching historical data.
[2025-12-01T20:52:38.720370] [INFO ] [main      ] Progress: 751/769 forecasts completed (97.7%). MSB finished in 0.6s. ETA: 3.0s. Rate: 364.68 forecasts/min
[2025-12-01T20:52:38.732556] [DEBUG] [REMOTE    ] WMG: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:38.733656] [DEBUG] [LOCAL     ] Loaded configuration for WMG: 3 features, N/A% accuracy
[2025-12-01T20:52:38.733707] [INFO ] [LOCAL     ] WMG: Loaded 3 optimal features with 63.35% confidence from JSON config
[2025-12-01T20:52:38.733737] [DEBUG] [MAG       ] Building data for symbol: WMG with lookback: 0
[2025-12-01T20:52:38.734473] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:52:38.734529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:38.735237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:52:38.736054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:52:38.737024] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:38.786601] [DEBUG] [MAG       ] AWK: Last date is validated at 2025-12-01
[2025-12-01T20:52:38.829855] [DEBUG] [MAG       ] SYF: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:38.858374] [DEBUG] [MAG       ] FPH: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:38.927218] [INFO ] [LOCAL     ] FPH: Saved forecast.
[2025-12-01T20:52:38.927283] [INFO ] [main      ] FPH: Signal=1 (Conf=80.0%), Magnitude=1.33% (Conf=54.909%)
[2025-12-01T20:52:38.927635] [INFO ] [main      ] Fetching symbol history for MGNX...
[2025-12-01T20:52:38.927686] [DEBUG] [REMOTE    ] MGNX: Fetching historical data.
[2025-12-01T20:52:38.927662] [INFO ] [main      ] Progress: 752/769 forecasts completed (97.8%). FPH finished in 0.7s. ETA: 2.8s. Rate: 364.56 forecasts/min
[2025-12-01T20:52:38.940833] [DEBUG] [REMOTE    ] MGNX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:38.942059] [DEBUG] [LOCAL     ] Loaded configuration for MGNX: 3 features, N/A% accuracy
[2025-12-01T20:52:38.942114] [INFO ] [LOCAL     ] MGNX: Loaded 3 optimal features with 45.72% confidence from JSON config
[2025-12-01T20:52:38.942154] [DEBUG] [MAG       ] Building data for symbol: MGNX with lookback: 0
[2025-12-01T20:52:38.943021] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:52:38.943079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:38.947775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:38.959037] [DEBUG] [MAG       ] AWK: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:38.986062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-01T20:52:38.989190] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:39.039006] [INFO ] [LOCAL     ] SYF: Saved forecast.
[2025-12-01T20:52:39.039068] [INFO ] [main      ] SYF: Signal=1 (Conf=80.0%), Magnitude=1.57% (Conf=65.269%)
[2025-12-01T20:52:39.039416] [INFO ] [main      ] Progress: 753/769 forecasts completed (97.9%). SYF finished in 0.7s. ETA: 2.6s. Rate: 364.71 forecasts/min
[2025-12-01T20:52:39.039600] [INFO ] [main      ] Fetching symbol history for AOHY...
[2025-12-01T20:52:39.039646] [DEBUG] [REMOTE    ] AOHY: Fetching historical data.
[2025-12-01T20:52:39.052332] [DEBUG] [REMOTE    ] AOHY: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:39.053260] [DEBUG] [LOCAL     ] Loaded configuration for AOHY: 7 features, N/A% accuracy
[2025-12-01T20:52:39.053308] [INFO ] [LOCAL     ] AOHY: Loaded 7 optimal features with 24.01% confidence from JSON config
[2025-12-01T20:52:39.053339] [DEBUG] [MAG       ] Building data for symbol: AOHY with lookback: 0
[2025-12-01T20:52:39.054701] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-01T20:52:39.054759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:39.062075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:39.063801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:39.064247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:39.064692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:39.065079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:39.067177] [INFO ] [LOCAL     ] AWK: Saved forecast.
[2025-12-01T20:52:39.067257] [INFO ] [main      ] AWK: Signal=1 (Conf=80.0%), Magnitude=4.32% (Conf=51.4278%)
[2025-12-01T20:52:39.067677] [INFO ] [main      ] Progress: 754/769 forecasts completed (98.0%). AWK finished in 0.6s. ETA: 2.5s. Rate: 365.11 forecasts/min
[2025-12-01T20:52:39.067808] [INFO ] [main      ] Fetching symbol history for ODC...
[2025-12-01T20:52:39.067852] [DEBUG] [REMOTE    ] ODC: Fetching historical data.
[2025-12-01T20:52:39.080917] [DEBUG] [REMOTE    ] ODC: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:39.082053] [DEBUG] [LOCAL     ] Loaded configuration for ODC: 6 features, N/A% accuracy
[2025-12-01T20:52:39.082107] [INFO ] [LOCAL     ] ODC: Loaded 6 optimal features with 58.95% confidence from JSON config
[2025-12-01T20:52:39.082461] [DEBUG] [MAG       ] Building data for symbol: ODC with lookback: 0
[2025-12-01T20:52:39.083282] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:39.083343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:39.084547] [DEBUG] [MAG       ] WMG: Last date is validated at 2025-12-01
[2025-12-01T20:52:39.088497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:39.090333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:39.090828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:39.091216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:52:39.092159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:52:39.095014] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:39.104850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:39.149177] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:39.256661] [DEBUG] [MAG       ] WMG: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:39.318131] [DEBUG] [MAG       ] MGNX: Last date is validated at 2025-12-01
[2025-12-01T20:52:39.328950] [INFO ] [LOCAL     ] WMG: Saved forecast.
[2025-12-01T20:52:39.329017] [INFO ] [main      ] WMG: Signal=1 (Conf=80.0%), Magnitude=-1.23% (Conf=63.3505%)
[2025-12-01T20:52:39.329365] [INFO ] [main      ] Fetching symbol history for VAL...
[2025-12-01T20:52:39.329418] [DEBUG] [REMOTE    ] VAL: Fetching historical data.
[2025-12-01T20:52:39.329672] [INFO ] [main      ] Progress: 755/769 forecasts completed (98.2%). WMG finished in 0.6s. ETA: 2.3s. Rate: 364.83 forecasts/min
[2025-12-01T20:52:39.342677] [DEBUG] [REMOTE    ] VAL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:39.343810] [DEBUG] [LOCAL     ] Loaded configuration for VAL: 6 features, N/A% accuracy
[2025-12-01T20:52:39.343864] [INFO ] [LOCAL     ] VAL: Loaded 6 optimal features with 75.79% confidence from JSON config
[2025-12-01T20:52:39.343896] [DEBUG] [MAG       ] Building data for symbol: VAL with lookback: 0
[2025-12-01T20:52:39.344707] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:39.344767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:39.346430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:39.346972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:52:39.347887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:52:39.348870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:39.398972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-01T20:52:39.400450] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:39.444774] [DEBUG] [MAG       ] ODC: Last date is validated at 2025-12-01
[2025-12-01T20:52:39.480835] [DEBUG] [MAG       ] MGNX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:39.484326] [DEBUG] [MAG       ] AOHY: Last date is validated at 2025-12-01
[2025-12-01T20:52:39.539649] [INFO ] [LOCAL     ] MGNX: Saved forecast.
[2025-12-01T20:52:39.539713] [INFO ] [main      ] MGNX: Signal=1 (Conf=80.0%), Magnitude=-4.84% (Conf=45.7232%)
[2025-12-01T20:52:39.539866] [INFO ] [main      ] Fetching symbol history for ICMB...
[2025-12-01T20:52:39.539907] [DEBUG] [REMOTE    ] ICMB: Fetching historical data.
[2025-12-01T20:52:39.542654] [INFO ] [main      ] Progress: 756/769 forecasts completed (98.3%). MGNX finished in 0.6s. ETA: 2.1s. Rate: 364.68 forecasts/min
[2025-12-01T20:52:39.552062] [DEBUG] [REMOTE    ] ICMB: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:39.553253] [DEBUG] [LOCAL     ] Loaded configuration for ICMB: 3 features, N/A% accuracy
[2025-12-01T20:52:39.553304] [INFO ] [LOCAL     ] ICMB: Loaded 3 optimal features with 48.57% confidence from JSON config
[2025-12-01T20:52:39.553335] [DEBUG] [MAG       ] Building data for symbol: ICMB with lookback: 0
[2025-12-01T20:52:39.554110] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:52:39.554168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-01T20:52:39.555057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:52:39.556290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:52:39.560410] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:39.616381] [DEBUG] [MAG       ] ODC: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:39.649325] [DEBUG] [MAG       ] AOHY: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:39.704292] [INFO ] [LOCAL     ] AOHY: Saved forecast.
[2025-12-01T20:52:39.704365] [INFO ] [main      ] AOHY: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=24.0086%)
[2025-12-01T20:52:39.704721] [INFO ] [main      ] Fetching symbol history for SNDL...
[2025-12-01T20:52:39.704771] [DEBUG] [REMOTE    ] SNDL: Fetching historical data.
[2025-12-01T20:52:39.705674] [INFO ] [main      ] Progress: 757/769 forecasts completed (98.4%). AOHY finished in 0.7s. ETA: 2.0s. Rate: 364.69 forecasts/min
[2025-12-01T20:52:39.712978] [INFO ] [LOCAL     ] ODC: Saved forecast.
[2025-12-01T20:52:39.713042] [INFO ] [main      ] ODC: Signal=1 (Conf=80.0%), Magnitude=1.10% (Conf=58.9499%)
[2025-12-01T20:52:39.713396] [INFO ] [main      ] Progress: 758/769 forecasts completed (98.6%). ODC finished in 0.6s. ETA: 1.8s. Rate: 365.15 forecasts/min
[2025-12-01T20:52:39.713588] [INFO ] [main      ] Fetching symbol history for MLTX...
[2025-12-01T20:52:39.713637] [DEBUG] [REMOTE    ] MLTX: Fetching historical data.
[2025-12-01T20:52:39.720845] [DEBUG] [REMOTE    ] SNDL: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:39.721778] [DEBUG] [LOCAL     ] Loaded configuration for SNDL: 5 features, N/A% accuracy
[2025-12-01T20:52:39.721828] [INFO ] [LOCAL     ] SNDL: Loaded 5 optimal features with 38.53% confidence from JSON config
[2025-12-01T20:52:39.721859] [DEBUG] [MAG       ] Building data for symbol: SNDL with lookback: 0
[2025-12-01T20:52:39.722621] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:52:39.722680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:39.727393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:39.727690] [DEBUG] [REMOTE    ] MLTX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:39.728182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-01T20:52:39.728740] [DEBUG] [LOCAL     ] Loaded configuration for MLTX: 8 features, N/A% accuracy
[2025-12-01T20:52:39.728796] [INFO ] [LOCAL     ] MLTX: Loaded 8 optimal features with 39.65% confidence from JSON config
[2025-12-01T20:52:39.728827] [DEBUG] [MAG       ] Building data for symbol: MLTX with lookback: 0
[2025-12-01T20:52:39.729649] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-01T20:52:39.729710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:39.734686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:39.736664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:39.737224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:39.737627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:52:39.738480] [DEBUG] [MAG       ] VAL: Last date is validated at 2025-12-01
[2025-12-01T20:52:39.739274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-01T20:52:39.739991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-01T20:52:39.741157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-01T20:52:39.742982] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:39.766224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-01T20:52:39.815444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:52:39.819634] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:39.889797] [DEBUG] [MAG       ] ICMB: Last date is validated at 2025-12-01
[2025-12-01T20:52:39.904708] [DEBUG] [MAG       ] VAL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:40.001290] [INFO ] [LOCAL     ] VAL: Saved forecast.
[2025-12-01T20:52:40.001354] [INFO ] [main      ] VAL: Signal=1 (Conf=80.0%), Magnitude=0.17% (Conf=75.7878%)
[2025-12-01T20:52:40.001780] [INFO ] [main      ] Fetching symbol history for ALTY...
[2025-12-01T20:52:40.001838] [DEBUG] [REMOTE    ] ALTY: Fetching historical data.
[2025-12-01T20:52:40.002663] [INFO ] [main      ] Progress: 759/769 forecasts completed (98.7%). VAL finished in 0.7s. ETA: 1.6s. Rate: 364.78 forecasts/min
[2025-12-01T20:52:40.014303] [DEBUG] [REMOTE    ] ALTY: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:40.015477] [DEBUG] [LOCAL     ] Loaded configuration for ALTY: 5 features, N/A% accuracy
[2025-12-01T20:52:40.015526] [INFO ] [LOCAL     ] ALTY: Loaded 5 optimal features with 34.09% confidence from JSON config
[2025-12-01T20:52:40.015556] [DEBUG] [MAG       ] Building data for symbol: ALTY with lookback: 0
[2025-12-01T20:52:40.016311] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-01T20:52:40.016369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:40.021108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:52:40.022054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-01T20:52:40.022821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-01T20:52:40.025457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-01T20:52:40.026530] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:40.054937] [DEBUG] [MAG       ] ICMB: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:40.090165] [DEBUG] [MAG       ] MLTX: Last date is validated at 2025-12-01
[2025-12-01T20:52:40.108610] [INFO ] [LOCAL     ] ICMB: Saved forecast.
[2025-12-01T20:52:40.108680] [INFO ] [main      ] ICMB: Signal=1 (Conf=80.0%), Magnitude=-0.21% (Conf=48.5706%)
[2025-12-01T20:52:40.109018] [INFO ] [main      ] Fetching symbol history for QUIK...
[2025-12-01T20:52:40.109067] [DEBUG] [REMOTE    ] QUIK: Fetching historical data.
[2025-12-01T20:52:40.110649] [INFO ] [main      ] Progress: 760/769 forecasts completed (98.8%). ICMB finished in 0.6s. ETA: 1.5s. Rate: 364.95 forecasts/min
[2025-12-01T20:52:40.122396] [DEBUG] [REMOTE    ] QUIK: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:40.123475] [DEBUG] [LOCAL     ] Loaded configuration for QUIK: 3 features, N/A% accuracy
[2025-12-01T20:52:40.123524] [INFO ] [LOCAL     ] QUIK: Loaded 3 optimal features with 44.92% confidence from JSON config
[2025-12-01T20:52:40.123554] [DEBUG] [MAG       ] Building data for symbol: QUIK with lookback: 0
[2025-12-01T20:52:40.124315] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:52:40.124377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-01T20:52:40.125965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-01T20:52:40.156146] [DEBUG] [MAG       ] SNDL: Last date is validated at 2025-12-01
[2025-12-01T20:52:40.198547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-01T20:52:40.200196] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:40.262801] [DEBUG] [MAG       ] MLTX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:40.320703] [DEBUG] [MAG       ] SNDL: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:40.357542] [DEBUG] [MAG       ] ALTY: Last date is validated at 2025-12-01
[2025-12-01T20:52:40.378401] [INFO ] [LOCAL     ] SNDL: Saved forecast.
[2025-12-01T20:52:40.378474] [INFO ] [main      ] SNDL: Signal=1 (Conf=80.0%), Magnitude=-1.03% (Conf=38.5284%)
[2025-12-01T20:52:40.378838] [INFO ] [main      ] Fetching symbol history for LPX...
[2025-12-01T20:52:40.378888] [DEBUG] [REMOTE    ] LPX: Fetching historical data.
[2025-12-01T20:52:40.378912] [INFO ] [main      ] Progress: 761/769 forecasts completed (99.0%). SNDL finished in 0.7s. ETA: 1.3s. Rate: 364.64 forecasts/min
[2025-12-01T20:52:40.391507] [DEBUG] [REMOTE    ] LPX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:40.392466] [DEBUG] [LOCAL     ] Loaded configuration for LPX: 4 features, N/A% accuracy
[2025-12-01T20:52:40.392525] [INFO ] [LOCAL     ] LPX: Loaded 4 optimal features with 54.26% confidence from JSON config
[2025-12-01T20:52:40.392556] [DEBUG] [MAG       ] Building data for symbol: LPX with lookback: 0
[2025-12-01T20:52:40.393320] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:52:40.393388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:40.395048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:40.395520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:40.395913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:40.396644] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:40.407414] [INFO ] [LOCAL     ] MLTX: Saved forecast.
[2025-12-01T20:52:40.407486] [INFO ] [main      ] MLTX: Signal=1 (Conf=80.0%), Magnitude=-5.13% (Conf=39.6478%)
[2025-12-01T20:52:40.407862] [INFO ] [main      ] Progress: 762/769 forecasts completed (99.1%). MLTX finished in 0.7s. ETA: 1.2s. Rate: 365.04 forecasts/min
[2025-12-01T20:52:40.407987] [INFO ] [main      ] Fetching symbol history for CSPI...
[2025-12-01T20:52:40.408036] [DEBUG] [REMOTE    ] CSPI: Fetching historical data.
[2025-12-01T20:52:40.421833] [DEBUG] [REMOTE    ] CSPI: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:40.422862] [DEBUG] [LOCAL     ] Loaded configuration for CSPI: 3 features, N/A% accuracy
[2025-12-01T20:52:40.422919] [INFO ] [LOCAL     ] CSPI: Loaded 3 optimal features with 55.67% confidence from JSON config
[2025-12-01T20:52:40.422951] [DEBUG] [MAG       ] Building data for symbol: CSPI with lookback: 0
[2025-12-01T20:52:40.423768] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-01T20:52:40.423827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:40.428898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-01T20:52:40.430234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-01T20:52:40.433119] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:40.523408] [DEBUG] [MAG       ] ALTY: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:40.529617] [DEBUG] [MAG       ] QUIK: Last date is validated at 2025-12-01
[2025-12-01T20:52:40.582038] [INFO ] [LOCAL     ] ALTY: Saved forecast.
[2025-12-01T20:52:40.582103] [INFO ] [main      ] ALTY: Signal=1 (Conf=80.0%), Magnitude=-0.00% (Conf=34.0864%)
[2025-12-01T20:52:40.582432] [INFO ] [main      ] Fetching symbol history for ATEX...
[2025-12-01T20:52:40.582481] [DEBUG] [REMOTE    ] ATEX: Fetching historical data.
[2025-12-01T20:52:40.582667] [INFO ] [main      ] Progress: 763/769 forecasts completed (99.2%). ALTY finished in 0.6s. ETA: 1.0s. Rate: 365.01 forecasts/min
[2025-12-01T20:52:40.595439] [DEBUG] [REMOTE    ] ATEX: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:40.596610] [DEBUG] [LOCAL     ] Loaded configuration for ATEX: 6 features, N/A% accuracy
[2025-12-01T20:52:40.596665] [INFO ] [LOCAL     ] ATEX: Loaded 6 optimal features with 53.53% confidence from JSON config
[2025-12-01T20:52:40.596695] [DEBUG] [MAG       ] Building data for symbol: ATEX with lookback: 0
[2025-12-01T20:52:40.597511] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:40.597605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:40.602316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:40.604040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-01T20:52:40.604501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-01T20:52:40.604893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-01T20:52:40.607172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-01T20:52:40.611236] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:40.694712] [DEBUG] [MAG       ] QUIK: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:40.731325] [DEBUG] [MAG       ] LPX: Last date is validated at 2025-12-01
[2025-12-01T20:52:40.762507] [INFO ] [LOCAL     ] QUIK: Saved forecast.
[2025-12-01T20:52:40.762589] [INFO ] [main      ] QUIK: Signal=1 (Conf=80.0%), Magnitude=-3.87% (Conf=44.9216%)
[2025-12-01T20:52:40.762917] [INFO ] [main      ] Fetching symbol history for NN...
[2025-12-01T20:52:40.762965] [DEBUG] [REMOTE    ] NN: Fetching historical data.
[2025-12-01T20:52:40.763661] [INFO ] [main      ] Progress: 764/769 forecasts completed (99.3%). QUIK finished in 0.7s. ETA: 0.8s. Rate: 364.96 forecasts/min
[2025-12-01T20:52:40.775049] [DEBUG] [MAG       ] CSPI: Last date is validated at 2025-12-01
[2025-12-01T20:52:40.777945] [DEBUG] [REMOTE    ] NN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:40.779158] [DEBUG] [LOCAL     ] Loaded configuration for NN: 6 features, N/A% accuracy
[2025-12-01T20:52:40.779225] [INFO ] [LOCAL     ] NN: Loaded 6 optimal features with 47.07% confidence from JSON config
[2025-12-01T20:52:40.779255] [DEBUG] [MAG       ] Building data for symbol: NN with lookback: 0
[2025-12-01T20:52:40.780034] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-01T20:52:40.780093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:40.785145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-01T20:52:40.800755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-01T20:52:40.802485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-01T20:52:40.803043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:52:40.804101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-01T20:52:40.806155] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:40.898731] [DEBUG] [MAG       ] LPX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:40.942213] [DEBUG] [MAG       ] CSPI: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:40.948728] [DEBUG] [MAG       ] ATEX: Last date is validated at 2025-12-01
[2025-12-01T20:52:40.994631] [INFO ] [LOCAL     ] LPX: Saved forecast.
[2025-12-01T20:52:40.994701] [INFO ] [main      ] LPX: Signal=1 (Conf=80.0%), Magnitude=-0.13% (Conf=54.2643%)
[2025-12-01T20:52:40.994859] [INFO ] [main      ] Fetching symbol history for ELVN...
[2025-12-01T20:52:40.994902] [DEBUG] [REMOTE    ] ELVN: Fetching historical data.
[2025-12-01T20:52:40.995921] [INFO ] [main      ] Progress: 765/769 forecasts completed (99.5%). LPX finished in 0.6s. ETA: 0.7s. Rate: 364.76 forecasts/min
[2025-12-01T20:52:41.007847] [DEBUG] [REMOTE    ] ELVN: Successfully parsed 300 rows of historical data.
[2025-12-01T20:52:41.009073] [DEBUG] [LOCAL     ] Loaded configuration for ELVN: 4 features, N/A% accuracy
[2025-12-01T20:52:41.009128] [INFO ] [LOCAL     ] ELVN: Loaded 4 optimal features with 59.48% confidence from JSON config
[2025-12-01T20:52:41.009159] [DEBUG] [MAG       ] Building data for symbol: ELVN with lookback: 0
[2025-12-01T20:52:41.010041] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-01T20:52:41.010100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-01T20:52:41.014850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-01T20:52:41.015765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-01T20:52:41.016595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-01T20:52:41.017663] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-01T20:52:41.021088] [INFO ] [LOCAL     ] CSPI: Saved forecast.
[2025-12-01T20:52:41.021166] [INFO ] [main      ] CSPI: Signal=1 (Conf=80.0%), Magnitude=-2.74% (Conf=55.6692%)
[2025-12-01T20:52:41.021842] [INFO ] [main      ] Progress: 766/769 forecasts completed (99.6%). CSPI finished in 0.6s. ETA: 0.5s. Rate: 365.16 forecasts/min
[2025-12-01T20:52:41.111407] [DEBUG] [MAG       ] ATEX: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:41.138457] [DEBUG] [MAG       ] NN: Last date is validated at 2025-12-01
[2025-12-01T20:52:41.207498] [INFO ] [LOCAL     ] ATEX: Saved forecast.
[2025-12-01T20:52:41.207563] [INFO ] [main      ] ATEX: Signal=1 (Conf=80.0%), Magnitude=-4.44% (Conf=53.5277%)
[2025-12-01T20:52:41.207964] [INFO ] [main      ] Progress: 767/769 forecasts completed (99.7%). ATEX finished in 0.6s. ETA: 0.3s. Rate: 365.10 forecasts/min
[2025-12-01T20:52:41.305286] [DEBUG] [MAG       ] NN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:41.349045] [DEBUG] [MAG       ] ELVN: Last date is validated at 2025-12-01
[2025-12-01T20:52:41.388286] [INFO ] [LOCAL     ] NN: Saved forecast.
[2025-12-01T20:52:41.388378] [INFO ] [main      ] NN: Signal=1 (Conf=80.0%), Magnitude=-5.27% (Conf=47.0687%)
[2025-12-01T20:52:41.388901] [INFO ] [main      ] Progress: 768/769 forecasts completed (99.9%). NN finished in 0.6s. ETA: 0.2s. Rate: 365.05 forecasts/min
[2025-12-01T20:52:41.514116] [DEBUG] [MAG       ] ELVN: Forecast date (T1) determined as 2025-12-02
[2025-12-01T20:52:41.598560] [INFO ] [LOCAL     ] ELVN: Saved forecast.
[2025-12-01T20:52:41.598642] [INFO ] [main      ] ELVN: Signal=1 (Conf=80.0%), Magnitude=-14.93% (Conf=59.4799%)
[2025-12-01T20:52:41.599143] [INFO ] [main      ] Progress: 769/769 forecasts completed (100.0%). ELVN finished in 0.6s. ETA: 0.0s. Rate: 364.92 forecasts/min
[2025-12-01T20:52:41.623148] [INFO ] [main      ] Parallel forecast generation completed in 2m 6s. Processed 769 forecasts.
[2025-12-01T20:52:41.623302] [INFO ] [main      ] Generated and saved 769 forecast pairs.
[2025-12-01T20:52:42.381446] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Generation Completed (769/769 @ 100.00%)'
[2025-12-01T20:52:42.384549] [INFO ] [MODE      ] Ignoring multithreaded flag for report generation
[2025-12-01T20:52:42.384724] [INFO ] [main      ] Fetching available MAG forecast dates...
[2025-12-01T20:52:42.384976] [INFO ] [main      ] Found 11 forecast dates
[2025-12-01T20:52:42.385030] [INFO ] [main      ] Processing forecast date: 2025-11-17
[2025-12-01T20:52:42.488068] [INFO ] [main      ] Overwriting existing report for 2025-11-17
[2025-12-01T20:52:42.490051] [INFO ] [main      ] Generated forecast report for 2025-11-17: 472 forecasts
[2025-12-01T20:52:42.490147] [INFO ] [main      ] Processing forecast date: 2025-11-18
[2025-12-01T20:52:42.585003] [INFO ] [main      ] Overwriting existing report for 2025-11-18
[2025-12-01T20:52:42.586463] [INFO ] [main      ] Generated forecast report for 2025-11-18: 421 forecasts
[2025-12-01T20:52:42.586546] [INFO ] [main      ] Processing forecast date: 2025-11-19
[2025-12-01T20:52:42.690446] [INFO ] [main      ] Overwriting existing report for 2025-11-19
[2025-12-01T20:52:42.692121] [INFO ] [main      ] Generated forecast report for 2025-11-19: 480 forecasts
[2025-12-01T20:52:42.692210] [INFO ] [main      ] Processing forecast date: 2025-11-20
[2025-12-01T20:52:42.787099] [INFO ] [main      ] Overwriting existing report for 2025-11-20
[2025-12-01T20:52:42.788615] [INFO ] [main      ] Generated forecast report for 2025-11-20: 423 forecasts
[2025-12-01T20:52:42.788700] [INFO ] [main      ] Processing forecast date: 2025-11-21
[2025-12-01T20:52:42.872671] [INFO ] [main      ] Overwriting existing report for 2025-11-21
[2025-12-01T20:52:42.886110] [INFO ] [main      ] Generated forecast report for 2025-11-21: 368 forecasts
[2025-12-01T20:52:42.886238] [INFO ] [main      ] Processing forecast date: 2025-11-24
[2025-12-01T20:52:43.002058] [INFO ] [main      ] Overwriting existing report for 2025-11-24
[2025-12-01T20:52:43.003969] [INFO ] [main      ] Generated forecast report for 2025-11-24: 527 forecasts
[2025-12-01T20:52:43.004078] [INFO ] [main      ] Processing forecast date: 2025-11-25
[2025-12-01T20:52:43.121067] [INFO ] [main      ] Overwriting existing report for 2025-11-25
[2025-12-01T20:52:43.123625] [INFO ] [main      ] Generated forecast report for 2025-11-25: 524 forecasts
[2025-12-01T20:52:43.123749] [INFO ] [main      ] Processing forecast date: 2025-11-26
[2025-12-01T20:52:43.218510] [INFO ] [main      ] Overwriting existing report for 2025-11-26
[2025-12-01T20:52:43.220221] [INFO ] [main      ] Generated forecast report for 2025-11-26: 452 forecasts
[2025-12-01T20:52:43.220337] [INFO ] [main      ] Processing forecast date: 2025-11-28
[2025-12-01T20:52:43.424964] [INFO ] [main      ] Overwriting existing report for 2025-11-28
[2025-12-01T20:52:43.428543] [INFO ] [main      ] Generated forecast report for 2025-11-28: 1002 forecasts
[2025-12-01T20:52:43.429322] [INFO ] [main      ] Processing forecast date: 2025-12-01
[2025-12-01T20:52:43.607715] [INFO ] [main      ] Overwriting existing report for 2025-12-01
[2025-12-01T20:52:43.610585] [INFO ] [main      ] Generated forecast report for 2025-12-01: 835 forecasts
[2025-12-01T20:52:43.610722] [INFO ] [main      ] Processing forecast date: 2025-12-02
[2025-12-01T20:52:43.627253] [INFO ] [main      ] Generated forecast report for 2025-12-02: 769 forecasts
[2025-12-01T20:52:43.627372] [INFO ] [main      ] Generated 11/11 forecast reports
[2025-12-01T20:52:43.627419] [INFO ] [main      ] Reading forecast report for email: ./output/forecasts/full/2025-12-02.txt
[2025-12-01T20:52:44.221787] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Report - 2025-12-02'
[2025-12-01T20:52:44.221955] [INFO ] [main      ] Forecast report email sent for 2025-12-02
[2025-12-01T20:52:44.222014] [INFO ] [MAG       ] MAG operation completed successfully
[2025-12-01T20:52:44.222197] [WARN ] [STATE     ] State set to: COMPLETED_OK
[2025-12-01T20:52:44.222341] [INFO ] [STATE     ] Last completion updated: 2025-12-01T20:52:44.222251