[2025-12-29T20:30:02.916215] [INFO ] [MAG       ] Starting MAG operation...
[2025-12-29T20:30:03.088753] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2025-12-29T20:30:03.267426] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2025-12-29T20:30:03.446765] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2025-12-29T20:30:03.632409] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2025-12-29T20:30:03.632778] [WARN ] [STATE     ] State set to: WAITING
[2025-12-29T20:30:03.632842] [INFO ] [STATE     ] Checking service statuses...
[2025-12-29T20:30:03.639121] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:30:03.642713] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:30:03.709562] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:30:03.783791] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:30:03.850954] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:30:03.851054] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:30:06.856089] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:30:06.860405] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:30:06.864968] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:30:06.869385] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:30:06.873162] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:30:06.873254] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:30:09.878128] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:30:09.881848] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:30:09.885558] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:30:09.889414] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:30:09.893361] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:30:09.893451] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:30:12.899254] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:30:12.903469] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:30:12.906934] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:30:12.910912] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:30:12.915765] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:30:12.915868] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:30:15.922409] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:30:15.928013] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:30:15.933410] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:30:15.938791] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:30:15.944356] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:30:15.944492] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:30:18.949764] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:30:18.953962] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:30:18.957486] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:30:18.960887] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:30:18.965412] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:30:18.965537] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:30:21.970720] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:30:21.974252] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:30:21.977769] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:30:21.981112] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:30:21.984317] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:30:21.984390] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:30:24.991142] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:30:24.996777] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:30:25.002024] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:30:25.007164] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:30:25.012440] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:30:25.012565] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:30:28.018623] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:30:28.022214] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:30:28.025599] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:30:28.028872] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:30:28.032717] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:30:28.032785] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:30:31.039079] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:30:31.043720] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:30:31.047824] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:30:31.051626] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:30:31.055133] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:30:31.055211] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:30:34.060329] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:30:34.064388] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:30:34.068860] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:30:34.074066] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:30:34.079947] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:30:34.080105] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:30:37.086044] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:30:37.090760] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:30:37.096367] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:30:37.101420] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:30:37.105617] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:30:37.105722] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:30:40.111999] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:30:40.117219] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:30:40.121555] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:30:40.125845] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:30:40.129604] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:30:40.129686] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:30:43.135224] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:30:43.139298] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:30:43.143056] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:30:43.146771] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:30:43.150540] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:30:43.150640] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:30:46.158827] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:30:46.167617] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:30:46.177524] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:30:46.183181] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:30:46.187956] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:30:46.188104] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:30:49.193198] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:30:49.197354] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:30:49.201626] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:30:49.205565] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:30:49.209621] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:30:49.209737] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:30:52.214262] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:30:52.218651] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:30:52.222243] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:30:52.225823] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:30:52.229230] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:30:52.229305] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:30:55.235080] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:30:55.239921] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:30:55.244756] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:30:55.249544] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:30:55.254223] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:30:55.254345] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:30:58.259000] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:30:58.262586] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:30:58.265963] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:30:58.269832] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:30:58.273351] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:30:58.273425] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:31:01.279515] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:31:01.284983] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:31:01.290281] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:31:01.296275] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:31:01.301785] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:31:01.301883] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:31:04.308182] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:31:04.313077] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:31:04.318159] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:31:04.323302] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:31:04.328305] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:31:04.328405] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:31:07.333076] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:31:07.336700] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:31:07.339964] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:31:07.343143] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:31:07.346361] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:31:07.346433] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:31:10.351324] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:31:10.355887] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:31:10.359347] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:31:10.363137] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:31:10.367083] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:31:10.367180] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:31:13.372973] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:31:13.377694] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:31:13.382125] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:31:13.386862] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:31:13.391482] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:31:13.391596] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:31:16.398160] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:31:16.403840] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:31:16.408452] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:31:16.413223] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:31:16.418083] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:31:16.418199] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:31:19.424654] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:31:19.430273] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:31:19.435497] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:31:19.441654] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:31:19.447108] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:31:19.447231] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:31:22.451953] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:31:22.456117] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:31:22.459805] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:31:22.463510] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:31:22.467055] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:31:22.467163] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:31:25.472297] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:31:25.475826] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:31:25.482475] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:31:25.486360] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:31:25.489933] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:31:25.490019] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:31:28.496604] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:31:28.501436] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:31:28.505959] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:31:28.510373] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:31:28.514828] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:31:28.514932] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:31:31.519466] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:31:31.522851] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:31:31.526019] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:31:31.529229] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:31:31.532444] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:31:31.532515] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:31:34.537901] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:31:34.541324] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:31:34.546783] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:31:34.551590] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:31:34.555338] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:31:34.555408] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:31:37.564085] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:31:37.567971] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:31:37.571791] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:31:37.575313] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:31:37.579932] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:31:37.580052] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:31:40.584781] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:31:40.588583] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:31:40.592447] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:31:40.596156] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:31:40.603152] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:31:40.603273] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:31:43.608225] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:31:43.612115] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:31:43.615785] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:31:43.619335] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:31:43.622953] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:31:43.623041] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:31:46.628141] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:31:46.632023] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:31:46.635494] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:31:46.639006] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:31:46.642423] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:31:46.642519] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:31:49.647533] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:31:49.651028] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:31:49.654433] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:31:49.657773] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:31:49.661025] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:31:49.661113] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:31:52.666999] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:31:52.673009] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:31:52.677497] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:31:52.681694] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:31:52.685426] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:31:52.685517] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:31:55.691798] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:31:55.697399] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:31:55.701498] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:31:55.705060] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:31:55.708734] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:31:55.708829] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:31:58.713483] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:31:58.717162] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:31:58.720808] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:31:58.724308] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:31:58.727988] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:31:58.728072] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:32:01.733364] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:32:01.736913] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:32:01.740384] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:32:01.744355] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:32:01.748670] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:32:01.748805] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:32:04.754035] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:32:04.757948] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:32:04.762445] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:32:04.766431] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:32:04.770624] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:32:04.770862] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:32:07.776029] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:32:07.779879] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:32:07.783408] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:32:07.786938] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:32:07.790661] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:32:07.790780] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:32:10.796197] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:32:10.800341] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:32:10.804429] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:32:10.808446] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:32:10.812597] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:32:10.812720] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:32:13.817808] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:32:13.821961] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:32:13.826129] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:32:13.830196] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:32:13.834118] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:32:13.834209] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:32:16.840027] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:32:16.844086] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:32:16.847799] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:32:16.851435] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:32:16.855847] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:32:16.855955] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:32:19.860278] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:32:19.863826] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:32:19.867040] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:32:19.870273] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:32:19.873553] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:32:19.873639] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:32:22.879109] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:32:22.882953] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:32:22.886487] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:32:22.890020] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:32:22.894030] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:32:22.894147] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:32:25.899644] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:32:25.903778] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:32:25.907820] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:32:25.911742] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:32:25.915914] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:32:25.916037] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:32:28.921023] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:32:28.925031] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:32:28.929362] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:32:28.933976] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:32:28.938279] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:32:28.938354] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:32:31.943114] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:32:31.946515] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:32:31.949772] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:32:31.953136] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:32:31.956396] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:32:31.956468] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:32:34.961537] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:32:34.965533] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:32:34.969979] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:32:34.974255] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:32:34.977783] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:32:34.977855] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:32:37.984132] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:32:37.989637] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:32:37.994213] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:32:37.997930] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:32:38.001459] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:32:38.001543] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:32:41.008371] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:32:41.013074] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:32:41.016896] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:32:41.020404] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:32:41.024214] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:32:41.024311] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:32:44.030273] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:32:44.033808] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:32:44.037082] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:32:44.040292] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:32:44.043486] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:32:44.043559] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:32:47.051259] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:32:47.058069] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:32:47.063336] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:32:47.069070] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:32:47.074762] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:32:47.074932] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:32:50.080342] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:32:50.086137] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:32:50.091369] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:32:50.096781] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:32:50.101231] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:32:50.101343] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:32:53.105868] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:32:53.109520] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:32:53.113029] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:32:53.116355] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:32:53.119902] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:32:53.119997] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:32:56.125384] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:32:56.129651] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:32:56.133889] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:32:56.137946] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:32:56.142056] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:32:56.142158] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:32:59.147291] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:32:59.151179] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:32:59.154907] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:32:59.158452] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:32:59.162038] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:32:59.162149] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:33:02.167270] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:33:02.171219] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:33:02.174728] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:33:02.178290] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:33:02.181745] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:33:02.181816] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:33:05.187272] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:33:05.191183] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:33:05.195162] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:33:05.199169] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:33:05.203333] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:33:05.203409] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:33:08.208435] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:33:08.211981] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:33:08.215218] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:33:08.218564] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:33:08.221758] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:33:08.221827] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:33:11.328005] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:33:11.331842] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:33:11.335466] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:33:11.339286] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:33:11.342664] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:33:11.342747] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:33:14.347529] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:33:14.351784] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:33:14.355654] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:33:14.359290] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:33:14.362811] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:33:14.362904] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:33:17.368036] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:33:17.371905] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:33:17.375695] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:33:17.379452] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:33:17.383179] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:33:17.383260] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:33:20.388390] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:33:20.392659] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:33:20.397297] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:33:20.401875] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:33:20.406020] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:33:20.406174] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:33:23.411054] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:33:23.414776] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:33:23.418016] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:33:23.421359] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:33:23.424731] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:33:23.424817] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:33:26.429506] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:33:26.433201] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:33:26.436659] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:33:26.439967] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:33:26.443257] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:33:26.443334] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:33:29.448713] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:33:29.452988] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:33:29.457134] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:33:29.461217] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:33:29.465052] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:33:29.465161] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:33:32.470564] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:33:32.473877] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:33:32.477009] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:33:32.480129] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:33:32.483231] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:33:32.483301] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:33:35.487517] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:33:35.490903] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:33:35.494626] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:33:35.498299] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:33:35.501891] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:33:35.501964] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:33:38.508048] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:33:38.512696] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:33:38.517222] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:33:38.521792] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:33:38.526156] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:33:38.526254] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:33:41.533064] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:33:41.538347] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:33:41.542973] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:33:41.547606] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:33:41.552500] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:33:41.552656] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:33:44.557499] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:33:44.561092] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:33:44.564621] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:33:44.568160] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:33:44.572061] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:33:44.572156] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:33:47.577655] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:33:47.581808] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:33:47.585171] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:33:47.589188] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:33:47.593114] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:33:47.593215] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:33:50.597961] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:33:50.601857] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:33:50.605865] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:33:50.609633] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:33:50.613259] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:33:50.613359] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:33:53.618288] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:33:53.622029] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:33:53.625629] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:33:53.629254] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:33:53.632908] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:33:53.633011] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:33:56.637736] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:33:56.641150] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:33:56.644535] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:33:56.647944] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:33:56.651439] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:33:56.651534] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:33:59.656304] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:33:59.659617] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:33:59.663035] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:33:59.666204] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:33:59.669890] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:33:59.669980] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:34:02.675749] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:34:02.680034] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:34:02.683840] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:34:02.687610] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:34:02.691272] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:34:02.691362] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:34:05.696246] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:34:05.699881] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:34:05.704884] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:34:05.709297] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:34:05.713496] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:34:05.713614] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:34:08.719548] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:34:08.723760] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:34:08.727340] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:34:08.731177] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:34:08.734920] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:34:08.734994] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:34:11.739812] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:34:11.743079] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:34:11.746223] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:34:11.749371] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:34:11.752558] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:34:11.752646] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:34:14.759522] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:34:14.764476] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:34:14.769257] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:34:14.774079] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:34:14.778923] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:34:14.779030] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:34:17.783518] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:34:17.787162] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:34:17.790784] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:34:17.794290] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:34:17.798374] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:34:17.798485] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:34:20.803284] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:34:20.806952] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:34:20.811532] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:34:20.815562] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:34:20.819687] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:34:20.819811] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:34:23.826440] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:34:23.831664] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:34:23.836877] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:34:23.842035] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:34:23.846231] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:34:23.846351] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:34:26.851104] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:34:26.855588] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:34:26.860204] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:34:26.864607] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:34:26.867898] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:34:26.867973] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:34:29.873237] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:34:29.877701] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:34:29.882108] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:34:29.886424] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:34:29.891128] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:34:29.891268] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:34:32.896004] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:34:32.899997] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:34:32.903742] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:34:32.907144] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:34:32.910937] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:34:32.911051] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:34:35.916822] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:34:35.921646] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:34:35.926868] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:34:35.932165] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:34:35.937278] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:34:35.937381] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:34:38.943011] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:34:38.947843] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:34:38.952032] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:34:38.957023] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:34:38.962016] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:34:38.962131] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:34:41.967304] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:34:41.971897] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:34:41.975699] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:34:41.979802] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:34:41.984090] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:34:41.984208] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:34:44.989099] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:34:44.993723] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:34:44.998434] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:34:45.003162] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:34:45.007787] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:34:45.007889] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:34:48.014446] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:34:48.019880] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:34:48.025110] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:34:48.029005] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:34:48.032258] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:34:48.032325] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:34:51.037555] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:34:51.041161] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:34:51.044310] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:34:51.048482] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:34:51.052359] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:34:51.052435] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:34:54.057095] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:34:54.062645] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:34:54.067612] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:34:54.071930] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:34:54.076297] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:34:54.076436] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:34:57.081411] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:34:57.084992] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:34:57.088400] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:34:57.092254] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:34:57.095978] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:34:57.096061] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:35:00.102189] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:35:00.106420] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:35:00.110426] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:35:00.114469] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:35:00.118687] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:35:00.118845] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:35:03.125504] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:35:03.130817] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:35:03.135739] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:35:03.140365] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:35:03.144245] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:35:03.144376] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:35:06.149565] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:35:06.153220] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:35:06.221259] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:35:06.308559] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:35:06.376916] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:35:06.377026] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:35:09.382276] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:35:09.386210] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:35:09.390058] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:35:09.394031] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:35:09.397785] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:35:09.397890] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:35:12.402662] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:35:12.406360] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:35:12.409772] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:35:12.413519] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:35:12.417427] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:35:12.417516] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:35:15.422910] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:35:15.426962] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:35:15.430915] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:35:15.435900] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:35:15.440028] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:35:15.440148] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:35:18.445132] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:35:18.449601] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:35:18.453646] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:35:18.457155] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:35:18.460478] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:35:18.460561] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:35:21.465101] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:35:21.468681] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:35:21.472217] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:35:21.475669] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:35:21.479168] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:35:21.479267] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:35:24.484180] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:35:24.489005] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:35:24.493247] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:35:24.497877] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:35:24.501646] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:35:24.501741] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:35:27.507252] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:35:27.510947] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:35:27.514602] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:35:27.518176] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:35:27.521889] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:35:27.522011] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:35:30.526778] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:35:30.530493] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:35:30.533990] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-29T20:35:30.537442] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:35:30.541035] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:35:30.541110] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-29T20:35:33.546731] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-29T20:35:33.551147] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:35:33.555102] [WARN ] [sig-status] Service 'sig' is not running.
[2025-12-29T20:35:33.558412] [WARN ] [sig-status] Service 'sig' is not running, has completed successfully since the last trading day (2025-12-29), and is a dependency of this service.
[2025-12-29T20:35:33.561687] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-29T20:35:33.565971] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-29T20:35:33.566279] [WARN ] [STATE     ] State set to: RUNNING
[2025-12-29T20:35:33.566398] [INFO ] [MODE      ] Using multithreaded
[2025-12-29T20:35:33.566465] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-29T20:35:33.572051] [DEBUG] [REMOTE    ] Found 54 available forecast dates.
[2025-12-29T20:35:33.572262] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-30.txt'.
[2025-12-29T20:35:33.579105] [DEBUG] [REMOTE    ] Fetched 3545 signal forecasts for 2025-12-30.
[2025-12-29T20:35:33.608884] [INFO ] [main      ] Starting parallel forecast configuration with 4 worker processes for 0 symbols
[2025-12-29T20:35:33.610165] [INFO ] [main      ] Parallel configuration completed in 0.0s. Processed 0 symbols.
[2025-12-29T20:35:33.610225] [INFO ] [main      ] Configuration success rate: 0.0% (0/0 symbols)
[2025-12-29T20:35:34.016857] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: MAG Forecast Configuration Completed (0/0 @ 0.00%)'
[2025-12-29T20:35:34.028085] [INFO ] [MODE      ] Using multithreaded
[2025-12-29T20:35:34.028265] [INFO ] [main      ] Fetching signal forecasts...
[2025-12-29T20:35:34.028333] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-29T20:35:34.035337] [DEBUG] [REMOTE    ] Found 54 available forecast dates.
[2025-12-29T20:35:34.035641] [INFO ] [main      ] Found available forecast date (2025-12-30).
[2025-12-29T20:35:34.035724] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-30.txt'.
[2025-12-29T20:35:34.043261] [DEBUG] [REMOTE    ] Fetched 3545 signal forecasts for 2025-12-30.
[2025-12-29T20:35:34.043499] [INFO ] [main      ] Fetched 3545 forecasts.
[2025-12-29T20:35:34.043811] [INFO ] [main      ] Found 403 high-confidence bullish forecasts (>= 90.0%).
[2025-12-29T20:35:34.043888] [INFO ] [main      ] Starting parallel forecast generation with 4 worker processes for 403 symbols
[2025-12-29T20:35:34.072457] [INFO ] [main      ] Fetching symbol history for OABI...
[2025-12-29T20:35:34.072463] [INFO ] [main      ] Fetching symbol history for PCN...
[2025-12-29T20:35:34.072810] [DEBUG] [REMOTE    ] OABI: Fetching historical data.
[2025-12-29T20:35:34.072818] [DEBUG] [REMOTE    ] PCN: Fetching historical data.
[2025-12-29T20:35:34.072597] [INFO ] [main      ] Fetching symbol history for GPRE...
[2025-12-29T20:35:34.073035] [DEBUG] [REMOTE    ] GPRE: Fetching historical data.
[2025-12-29T20:35:34.074850] [INFO ] [main      ] Fetching symbol history for CCK...
[2025-12-29T20:35:34.075167] [DEBUG] [REMOTE    ] CCK: Fetching historical data.
[2025-12-29T20:35:34.105151] [DEBUG] [REMOTE    ] PCN: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:34.105146] [DEBUG] [REMOTE    ] GPRE: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:34.106349] [DEBUG] [LOCAL     ] Loaded configuration for PCN: 4 features, N/A% accuracy
[2025-12-29T20:35:34.106349] [DEBUG] [LOCAL     ] Loaded configuration for GPRE: 4 features, N/A% accuracy
[2025-12-29T20:35:34.106413] [INFO ] [LOCAL     ] GPRE: Loaded 4 optimal features with 72.81% confidence from JSON config
[2025-12-29T20:35:34.106413] [INFO ] [LOCAL     ] PCN: Loaded 4 optimal features with 56.27% confidence from JSON config
[2025-12-29T20:35:34.106451] [DEBUG] [MAG       ] Building data for symbol: GPRE with lookback: 0
[2025-12-29T20:35:34.106458] [DEBUG] [MAG       ] Building data for symbol: PCN with lookback: 0
[2025-12-29T20:35:34.108687] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:35:34.108691] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:35:34.108816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:34.108816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:34.109513] [DEBUG] [REMOTE    ] CCK: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:34.110098] [DEBUG] [REMOTE    ] OABI: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:34.110434] [DEBUG] [LOCAL     ] Loaded configuration for CCK: 5 features, N/A% accuracy
[2025-12-29T20:35:34.110541] [INFO ] [LOCAL     ] CCK: Loaded 5 optimal features with 58.19% confidence from JSON config
[2025-12-29T20:35:34.110607] [DEBUG] [MAG       ] Building data for symbol: CCK with lookback: 0
[2025-12-29T20:35:34.111366] [DEBUG] [LOCAL     ] Loaded configuration for OABI: 10 features, N/A% accuracy
[2025-12-29T20:35:34.111431] [INFO ] [LOCAL     ] OABI: Loaded 10 optimal features with 36.85% confidence from JSON config
[2025-12-29T20:35:34.111469] [DEBUG] [MAG       ] Building data for symbol: OABI with lookback: 0
[2025-12-29T20:35:34.112495] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:35:34.112603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:34.113691] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-29T20:35:34.113788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:34.115589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:34.115591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-29T20:35:34.117989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:34.118917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:35:34.119368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:35:34.120292] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:34.120392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:34.121126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:35:34.121791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-29T20:35:34.122674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:34.123519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:34.124093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:34.124615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:35:34.125209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-29T20:35:34.125933] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:34.161390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-29T20:35:34.162919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-29T20:35:34.165879] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:34.240189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-29T20:35:34.317951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-29T20:35:34.319056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-29T20:35:34.321676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-29T20:35:34.323745] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:34.468160] [DEBUG] [MAG       ] GPRE: Last date is validated at 2025-12-29
[2025-12-29T20:35:34.468317] [DEBUG] [MAG       ] PCN: Last date is validated at 2025-12-29
[2025-12-29T20:35:34.515093] [DEBUG] [MAG       ] CCK: Last date is validated at 2025-12-29
[2025-12-29T20:35:34.633851] [DEBUG] [MAG       ] GPRE: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:34.635439] [DEBUG] [MAG       ] PCN: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:34.668974] [DEBUG] [MAG       ] OABI: Last date is validated at 2025-12-29
[2025-12-29T20:35:34.683301] [DEBUG] [MAG       ] CCK: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:34.704672] [INFO ] [LOCAL     ] PCN: Saved forecast.
[2025-12-29T20:35:34.704760] [INFO ] [main      ] PCN: Signal=1 (Conf=100.0%), Magnitude=0.36% (Conf=56.2675%)
[2025-12-29T20:35:34.705295] [INFO ] [main      ] Fetching symbol history for TSQ...
[2025-12-29T20:35:34.705352] [DEBUG] [REMOTE    ] TSQ: Fetching historical data.
[2025-12-29T20:35:34.706704] [INFO ] [main      ] Progress: 1/403 forecasts completed (0.2%). PCN finished in 0.6s. ETA: 4m 26s. Rate: 90.54 forecasts/min
[2025-12-29T20:35:34.715920] [DEBUG] [REMOTE    ] TSQ: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:34.716695] [DEBUG] [LOCAL     ] Loaded configuration for TSQ: 4 features, N/A% accuracy
[2025-12-29T20:35:34.716750] [INFO ] [LOCAL     ] TSQ: Loaded 4 optimal features with 55.88% confidence from JSON config
[2025-12-29T20:35:34.716782] [DEBUG] [MAG       ] Building data for symbol: TSQ with lookback: 0
[2025-12-29T20:35:34.717629] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:35:34.717693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:34.722561] [INFO ] [LOCAL     ] GPRE: Saved forecast.
[2025-12-29T20:35:34.722646] [INFO ] [main      ] GPRE: Signal=1 (Conf=100.0%), Magnitude=0.94% (Conf=72.8115%)
[2025-12-29T20:35:34.722739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-29T20:35:34.723170] [INFO ] [main      ] Fetching symbol history for PMAX...
[2025-12-29T20:35:34.723225] [DEBUG] [REMOTE    ] PMAX: Fetching historical data.
[2025-12-29T20:35:34.723200] [INFO ] [main      ] Progress: 2/403 forecasts completed (0.5%). GPRE finished in 0.6s. ETA: 2m 16s. Rate: 176.67 forecasts/min
[2025-12-29T20:35:34.726395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-29T20:35:34.728025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-29T20:35:34.728741] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:34.734312] [DEBUG] [REMOTE    ] PMAX: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:34.735175] [DEBUG] [LOCAL     ] Loaded configuration for PMAX: 6 features, N/A% accuracy
[2025-12-29T20:35:34.735226] [INFO ] [LOCAL     ] PMAX: Loaded 6 optimal features with 47.90% confidence from JSON config
[2025-12-29T20:35:34.735258] [DEBUG] [MAG       ] Building data for symbol: PMAX with lookback: 0
[2025-12-29T20:35:34.736034] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:35:34.736096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:34.741022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:34.742923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:34.743511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:34.743985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:35:34.744764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:35:34.745564] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:34.797647] [INFO ] [LOCAL     ] CCK: Saved forecast.
[2025-12-29T20:35:34.797741] [INFO ] [main      ] CCK: Signal=1 (Conf=100.0%), Magnitude=0.41% (Conf=58.1949%)
[2025-12-29T20:35:34.798176] [INFO ] [main      ] Fetching symbol history for JKHY...
[2025-12-29T20:35:34.798233] [DEBUG] [REMOTE    ] JKHY: Fetching historical data.
[2025-12-29T20:35:34.799170] [INFO ] [main      ] Progress: 3/403 forecasts completed (0.7%). CCK finished in 0.7s. ETA: 1m 41s. Rate: 238.34 forecasts/min
[2025-12-29T20:35:34.809534] [DEBUG] [REMOTE    ] JKHY: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:34.810408] [DEBUG] [LOCAL     ] Loaded configuration for JKHY: 9 features, N/A% accuracy
[2025-12-29T20:35:34.810477] [INFO ] [LOCAL     ] JKHY: Loaded 9 optimal features with 53.57% confidence from JSON config
[2025-12-29T20:35:34.810513] [DEBUG] [MAG       ] Building data for symbol: JKHY with lookback: 0
[2025-12-29T20:35:34.811461] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-29T20:35:34.811532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:34.813379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:34.814069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:34.814546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-29T20:35:34.817599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-29T20:35:34.818362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:34.818879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-29T20:35:34.820175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-29T20:35:34.822295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-29T20:35:34.828325] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:34.838892] [DEBUG] [MAG       ] OABI: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:34.938888] [INFO ] [LOCAL     ] OABI: Saved forecast.
[2025-12-29T20:35:34.938966] [INFO ] [main      ] OABI: Signal=1 (Conf=100.0%), Magnitude=1.66% (Conf=36.8497%)
[2025-12-29T20:35:34.939404] [INFO ] [main      ] Fetching symbol history for TS...
[2025-12-29T20:35:34.939464] [DEBUG] [REMOTE    ] TS: Fetching historical data.
[2025-12-29T20:35:34.939622] [INFO ] [main      ] Progress: 4/403 forecasts completed (1.0%). OABI finished in 0.9s. ETA: 1m 29s. Rate: 267.96 forecasts/min
[2025-12-29T20:35:34.949983] [DEBUG] [REMOTE    ] TS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:34.951310] [DEBUG] [LOCAL     ] Loaded configuration for TS: 1 features, N/A% accuracy
[2025-12-29T20:35:34.951375] [INFO ] [LOCAL     ] TS: Loaded 1 optimal features with 63.90% confidence from JSON config
[2025-12-29T20:35:34.951407] [DEBUG] [MAG       ] Building data for symbol: TS with lookback: 0
[2025-12-29T20:35:34.952223] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-29T20:35:34.952281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:34.957685] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:35.071082] [DEBUG] [MAG       ] TSQ: Last date is validated at 2025-12-29
[2025-12-29T20:35:35.083150] [DEBUG] [MAG       ] PMAX: Last date is validated at 2025-12-29
[2025-12-29T20:35:35.164385] [DEBUG] [MAG       ] JKHY: Last date is validated at 2025-12-29
[2025-12-29T20:35:35.238855] [DEBUG] [MAG       ] TSQ: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:35.249359] [DEBUG] [MAG       ] PMAX: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:35.302079] [INFO ] [LOCAL     ] TSQ: Saved forecast.
[2025-12-29T20:35:35.302147] [INFO ] [main      ] TSQ: Signal=1 (Conf=100.0%), Magnitude=1.20% (Conf=55.8827%)
[2025-12-29T20:35:35.302500] [INFO ] [main      ] Fetching symbol history for CBNK...
[2025-12-29T20:35:35.302552] [DEBUG] [REMOTE    ] CBNK: Fetching historical data.
[2025-12-29T20:35:35.302729] [DEBUG] [MAG       ] TS: Last date is validated at 2025-12-29
[2025-12-29T20:35:35.303651] [INFO ] [main      ] Progress: 5/403 forecasts completed (1.2%). TSQ finished in 0.6s. ETA: 1m 40s. Rate: 238.15 forecasts/min
[2025-12-29T20:35:35.313942] [DEBUG] [REMOTE    ] CBNK: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:35.314717] [DEBUG] [LOCAL     ] Loaded configuration for CBNK: 4 features, N/A% accuracy
[2025-12-29T20:35:35.314772] [INFO ] [LOCAL     ] CBNK: Loaded 4 optimal features with 42.30% confidence from JSON config
[2025-12-29T20:35:35.314803] [DEBUG] [MAG       ] Building data for symbol: CBNK with lookback: 0
[2025-12-29T20:35:35.315609] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:35:35.315671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:35.320753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:35:35.332212] [DEBUG] [MAG       ] JKHY: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:35.333143] [INFO ] [LOCAL     ] PMAX: Saved forecast.
[2025-12-29T20:35:35.333204] [INFO ] [main      ] PMAX: Signal=1 (Conf=100.0%), Magnitude=-4.73% (Conf=47.8997%)
[2025-12-29T20:35:35.333551] [INFO ] [main      ] Progress: 6/403 forecasts completed (1.5%). PMAX finished in 0.6s. ETA: 1m 25s. Rate: 279.16 forecasts/min
[2025-12-29T20:35:35.333692] [INFO ] [main      ] Fetching symbol history for SOJC...
[2025-12-29T20:35:35.333736] [DEBUG] [REMOTE    ] SOJC: Fetching historical data.
[2025-12-29T20:35:35.343978] [DEBUG] [REMOTE    ] SOJC: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:35.344789] [DEBUG] [LOCAL     ] Loaded configuration for SOJC: 4 features, N/A% accuracy
[2025-12-29T20:35:35.344840] [INFO ] [LOCAL     ] SOJC: Loaded 4 optimal features with 51.36% confidence from JSON config
[2025-12-29T20:35:35.344871] [DEBUG] [MAG       ] Building data for symbol: SOJC with lookback: 0
[2025-12-29T20:35:35.345648] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:35:35.345708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:35.350535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:35.352355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:35.352875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:35:35.391377] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:35.435456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:35:35.445312] [INFO ] [LOCAL     ] JKHY: Saved forecast.
[2025-12-29T20:35:35.445386] [INFO ] [main      ] JKHY: Signal=1 (Conf=100.0%), Magnitude=-0.69% (Conf=53.5721%)
[2025-12-29T20:35:35.445773] [INFO ] [main      ] Fetching symbol history for NVO...
[2025-12-29T20:35:35.445827] [DEBUG] [REMOTE    ] NVO: Fetching historical data.
[2025-12-29T20:35:35.446653] [INFO ] [main      ] Progress: 7/403 forecasts completed (1.7%). JKHY finished in 0.6s. ETA: 1m 19s. Rate: 299.42 forecasts/min
[2025-12-29T20:35:35.456494] [DEBUG] [REMOTE    ] NVO: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:35.457708] [DEBUG] [LOCAL     ] Loaded configuration for NVO: 6 features, N/A% accuracy
[2025-12-29T20:35:35.457764] [INFO ] [LOCAL     ] NVO: Loaded 6 optimal features with 56.02% confidence from JSON config
[2025-12-29T20:35:35.457796] [DEBUG] [MAG       ] Building data for symbol: NVO with lookback: 0
[2025-12-29T20:35:35.458616] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:35:35.458681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:35.460514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:35.461097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:35.461523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-29T20:35:35.463692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-29T20:35:35.464397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-29T20:35:35.465145] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:35.482328] [DEBUG] [MAG       ] TS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:35.484760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-29T20:35:35.485602] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:35.562955] [INFO ] [LOCAL     ] TS: Saved forecast.
[2025-12-29T20:35:35.563023] [INFO ] [main      ] TS: Signal=1 (Conf=100.0%), Magnitude=-0.50% (Conf=63.9039%)
[2025-12-29T20:35:35.563226] [INFO ] [main      ] Fetching symbol history for QLYS...
[2025-12-29T20:35:35.563279] [DEBUG] [REMOTE    ] QLYS: Fetching historical data.
[2025-12-29T20:35:35.564646] [INFO ] [main      ] Progress: 8/403 forecasts completed (2.0%). TS finished in 0.6s. ETA: 1m 15s. Rate: 315.65 forecasts/min
[2025-12-29T20:35:35.574537] [DEBUG] [REMOTE    ] QLYS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:35.575611] [DEBUG] [LOCAL     ] Loaded configuration for QLYS: 6 features, N/A% accuracy
[2025-12-29T20:35:35.575685] [INFO ] [LOCAL     ] QLYS: Loaded 6 optimal features with 56.44% confidence from JSON config
[2025-12-29T20:35:35.575718] [DEBUG] [MAG       ] Building data for symbol: QLYS with lookback: 0
[2025-12-29T20:35:35.576515] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:35:35.576599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:35.578364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:35.578962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:35.579378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-29T20:35:35.580433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-29T20:35:35.581633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-29T20:35:35.582941] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:35.727325] [DEBUG] [MAG       ] SOJC: Last date is validated at 2025-12-29
[2025-12-29T20:35:35.808470] [DEBUG] [MAG       ] NVO: Last date is validated at 2025-12-29
[2025-12-29T20:35:35.826076] [DEBUG] [MAG       ] CBNK: Last date is validated at 2025-12-29
[2025-12-29T20:35:35.893695] [DEBUG] [MAG       ] SOJC: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:35.935081] [DEBUG] [MAG       ] QLYS: Last date is validated at 2025-12-29
[2025-12-29T20:35:35.952902] [INFO ] [LOCAL     ] SOJC: Saved forecast.
[2025-12-29T20:35:35.952969] [INFO ] [main      ] SOJC: Signal=1 (Conf=100.0%), Magnitude=0.62% (Conf=51.3622%)
[2025-12-29T20:35:35.953307] [INFO ] [main      ] Progress: 9/403 forecasts completed (2.2%). SOJC finished in 0.6s. ETA: 1m 24s. Rate: 282.82 forecasts/min
[2025-12-29T20:35:35.953428] [INFO ] [main      ] Fetching symbol history for PVL...
[2025-12-29T20:35:35.953469] [DEBUG] [REMOTE    ] PVL: Fetching historical data.
[2025-12-29T20:35:35.964826] [DEBUG] [REMOTE    ] PVL: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:35.965930] [DEBUG] [LOCAL     ] Loaded configuration for PVL: 7 features, N/A% accuracy
[2025-12-29T20:35:35.965981] [INFO ] [LOCAL     ] PVL: Loaded 7 optimal features with 40.39% confidence from JSON config
[2025-12-29T20:35:35.966013] [DEBUG] [MAG       ] Building data for symbol: PVL with lookback: 0
[2025-12-29T20:35:35.966807] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-29T20:35:35.966871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:35.971704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-29T20:35:35.972974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:35.974814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:35.975318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-29T20:35:35.976645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-29T20:35:35.978701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-29T20:35:35.981541] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:35.982936] [DEBUG] [MAG       ] NVO: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:35.996334] [DEBUG] [MAG       ] CBNK: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:36.076143] [INFO ] [LOCAL     ] CBNK: Saved forecast.
[2025-12-29T20:35:36.076208] [INFO ] [main      ] CBNK: Signal=1 (Conf=100.0%), Magnitude=2.73% (Conf=42.2973%)
[2025-12-29T20:35:36.076592] [INFO ] [main      ] Fetching symbol history for OVID...
[2025-12-29T20:35:36.076663] [DEBUG] [REMOTE    ] OVID: Fetching historical data.
[2025-12-29T20:35:36.076627] [INFO ] [main      ] Progress: 10/403 forecasts completed (2.5%). CBNK finished in 0.8s. ETA: 1m 20s. Rate: 295.18 forecasts/min
[2025-12-29T20:35:36.087713] [DEBUG] [REMOTE    ] OVID: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:36.089441] [DEBUG] [LOCAL     ] Loaded configuration for OVID: 3 features, N/A% accuracy
[2025-12-29T20:35:36.089497] [INFO ] [LOCAL     ] OVID: Loaded 3 optimal features with 53.70% confidence from JSON config
[2025-12-29T20:35:36.089532] [DEBUG] [MAG       ] Building data for symbol: OVID with lookback: 0
[2025-12-29T20:35:36.090340] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:35:36.090402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:36.095477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-29T20:35:36.096799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:36.098718] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:36.119602] [INFO ] [LOCAL     ] NVO: Saved forecast.
[2025-12-29T20:35:36.119676] [INFO ] [main      ] NVO: Signal=1 (Conf=100.0%), Magnitude=-0.17% (Conf=56.0234%)
[2025-12-29T20:35:36.120008] [INFO ] [main      ] Fetching symbol history for PAX...
[2025-12-29T20:35:36.120064] [DEBUG] [REMOTE    ] PAX: Fetching historical data.
[2025-12-29T20:35:36.120434] [DEBUG] [MAG       ] QLYS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:36.121011] [INFO ] [main      ] Progress: 11/403 forecasts completed (2.7%). NVO finished in 0.7s. ETA: 1m 14s. Rate: 317.76 forecasts/min
[2025-12-29T20:35:36.132312] [DEBUG] [REMOTE    ] PAX: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:36.133448] [DEBUG] [LOCAL     ] Loaded configuration for PAX: 3 features, N/A% accuracy
[2025-12-29T20:35:36.133510] [INFO ] [LOCAL     ] PAX: Loaded 3 optimal features with 45.10% confidence from JSON config
[2025-12-29T20:35:36.133550] [DEBUG] [MAG       ] Building data for symbol: PAX with lookback: 0
[2025-12-29T20:35:36.134412] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:35:36.134478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:36.139754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-29T20:35:36.140505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-29T20:35:36.142702] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:36.318734] [DEBUG] [MAG       ] PVL: Last date is validated at 2025-12-29
[2025-12-29T20:35:36.399238] [INFO ] [LOCAL     ] QLYS: Saved forecast.
[2025-12-29T20:35:36.399306] [INFO ] [main      ] QLYS: Signal=1 (Conf=100.0%), Magnitude=1.09% (Conf=56.4378%)
[2025-12-29T20:35:36.399676] [INFO ] [main      ] Fetching symbol history for TFII...
[2025-12-29T20:35:36.399729] [DEBUG] [REMOTE    ] TFII: Fetching historical data.
[2025-12-29T20:35:36.400633] [INFO ] [main      ] Progress: 12/403 forecasts completed (3.0%). QLYS finished in 0.8s. ETA: 1m 17s. Rate: 305.51 forecasts/min
[2025-12-29T20:35:36.411804] [DEBUG] [REMOTE    ] TFII: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:36.413035] [DEBUG] [LOCAL     ] Loaded configuration for TFII: 11 features, N/A% accuracy
[2025-12-29T20:35:36.413102] [INFO ] [LOCAL     ] TFII: Loaded 11 optimal features with 54.73% confidence from JSON config
[2025-12-29T20:35:36.413138] [DEBUG] [MAG       ] Building data for symbol: TFII with lookback: 0
[2025-12-29T20:35:36.414070] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-29T20:35:36.414150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:36.416404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:36.417067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:36.417539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:35:36.440124] [DEBUG] [MAG       ] OVID: Last date is validated at 2025-12-29
[2025-12-29T20:35:36.488410] [DEBUG] [MAG       ] PVL: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:36.505992] [DEBUG] [MAG       ] PAX: Last date is validated at 2025-12-29
[2025-12-29T20:35:36.539365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-29T20:35:36.540438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-29T20:35:36.541191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-29T20:35:36.561887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-29T20:35:36.563009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-29T20:35:36.565135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-29T20:35:36.566265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-29T20:35:36.567001] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:36.606666] [INFO ] [LOCAL     ] PVL: Saved forecast.
[2025-12-29T20:35:36.606733] [INFO ] [main      ] PVL: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=40.3916%)
[2025-12-29T20:35:36.607085] [INFO ] [main      ] Fetching symbol history for NKSH...
[2025-12-29T20:35:36.607136] [DEBUG] [REMOTE    ] NKSH: Fetching historical data.
[2025-12-29T20:35:36.607674] [INFO ] [main      ] Progress: 13/403 forecasts completed (3.2%). PVL finished in 0.7s. ETA: 1m 17s. Rate: 304.25 forecasts/min
[2025-12-29T20:35:36.619029] [DEBUG] [REMOTE    ] NKSH: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:36.620394] [DEBUG] [LOCAL     ] Loaded configuration for NKSH: 3 features, N/A% accuracy
[2025-12-29T20:35:36.620454] [INFO ] [LOCAL     ] NKSH: Loaded 3 optimal features with 55.28% confidence from JSON config
[2025-12-29T20:35:36.620486] [DEBUG] [MAG       ] Building data for symbol: NKSH with lookback: 0
[2025-12-29T20:35:36.621272] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:35:36.621333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:35:36.623387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-29T20:35:36.624147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-29T20:35:36.629396] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:36.630784] [DEBUG] [MAG       ] OVID: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:36.690157] [DEBUG] [MAG       ] PAX: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:36.742179] [INFO ] [LOCAL     ] OVID: Saved forecast.
[2025-12-29T20:35:36.742244] [INFO ] [main      ] OVID: Signal=1 (Conf=100.0%), Magnitude=3.90% (Conf=53.6964%)
[2025-12-29T20:35:36.742622] [INFO ] [main      ] Fetching symbol history for DSX...
[2025-12-29T20:35:36.742673] [DEBUG] [REMOTE    ] DSX: Fetching historical data.
[2025-12-29T20:35:36.742657] [INFO ] [main      ] Progress: 14/403 forecasts completed (3.5%). OVID finished in 0.7s. ETA: 1m 15s. Rate: 311.26 forecasts/min
[2025-12-29T20:35:36.753235] [DEBUG] [REMOTE    ] DSX: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:36.753971] [DEBUG] [LOCAL     ] Loaded configuration for DSX: 4 features, N/A% accuracy
[2025-12-29T20:35:36.754026] [INFO ] [LOCAL     ] DSX: Loaded 4 optimal features with 25.65% confidence from JSON config
[2025-12-29T20:35:36.754059] [DEBUG] [MAG       ] Building data for symbol: DSX with lookback: 0
[2025-12-29T20:35:36.754843] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:35:36.754903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:36.756614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:36.757158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:36.757588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:35:36.757762] [INFO ] [LOCAL     ] PAX: Saved forecast.
[2025-12-29T20:35:36.757828] [INFO ] [main      ] PAX: Signal=1 (Conf=100.0%), Magnitude=0.95% (Conf=45.1008%)
[2025-12-29T20:35:36.758128] [INFO ] [main      ] Fetching symbol history for VALE...
[2025-12-29T20:35:36.758177] [DEBUG] [REMOTE    ] VALE: Fetching historical data.
[2025-12-29T20:35:36.758471] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:36.759090] [INFO ] [main      ] Progress: 15/403 forecasts completed (3.7%). PAX finished in 0.6s. ETA: 1m 10s. Rate: 331.47 forecasts/min
[2025-12-29T20:35:36.770018] [DEBUG] [REMOTE    ] VALE: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:36.771027] [DEBUG] [LOCAL     ] Loaded configuration for VALE: 5 features, N/A% accuracy
[2025-12-29T20:35:36.771081] [INFO ] [LOCAL     ] VALE: Loaded 5 optimal features with 53.62% confidence from JSON config
[2025-12-29T20:35:36.771115] [DEBUG] [MAG       ] Building data for symbol: VALE with lookback: 0
[2025-12-29T20:35:36.771929] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:35:36.772304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:36.777372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:36.779280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:36.779801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:36.780210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:35:36.781028] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:36.913235] [DEBUG] [MAG       ] TFII: Last date is validated at 2025-12-29
[2025-12-29T20:35:36.970912] [DEBUG] [MAG       ] NKSH: Last date is validated at 2025-12-29
[2025-12-29T20:35:37.087774] [DEBUG] [MAG       ] TFII: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:37.102910] [DEBUG] [MAG       ] DSX: Last date is validated at 2025-12-29
[2025-12-29T20:35:37.119000] [DEBUG] [MAG       ] VALE: Last date is validated at 2025-12-29
[2025-12-29T20:35:37.143231] [DEBUG] [MAG       ] NKSH: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:37.209281] [INFO ] [LOCAL     ] TFII: Saved forecast.
[2025-12-29T20:35:37.209355] [INFO ] [main      ] TFII: Signal=1 (Conf=100.0%), Magnitude=-0.96% (Conf=54.7349%)
[2025-12-29T20:35:37.209706] [INFO ] [main      ] Fetching symbol history for PFIS...
[2025-12-29T20:35:37.209760] [DEBUG] [REMOTE    ] PFIS: Fetching historical data.
[2025-12-29T20:35:37.210659] [INFO ] [main      ] Progress: 16/403 forecasts completed (4.0%). TFII finished in 0.8s. ETA: 1m 17s. Rate: 303.15 forecasts/min
[2025-12-29T20:35:37.219372] [INFO ] [LOCAL     ] NKSH: Saved forecast.
[2025-12-29T20:35:37.219443] [INFO ] [main      ] NKSH: Signal=1 (Conf=100.0%), Magnitude=0.40% (Conf=55.2775%)
[2025-12-29T20:35:37.219835] [INFO ] [main      ] Fetching symbol history for RAIL...
[2025-12-29T20:35:37.219888] [DEBUG] [REMOTE    ] RAIL: Fetching historical data.
[2025-12-29T20:35:37.220417] [INFO ] [main      ] Progress: 17/403 forecasts completed (4.2%). NKSH finished in 0.6s. ETA: 1m 12s. Rate: 321.11 forecasts/min
[2025-12-29T20:35:37.221170] [DEBUG] [REMOTE    ] PFIS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:37.222321] [DEBUG] [LOCAL     ] Loaded configuration for PFIS: 7 features, N/A% accuracy
[2025-12-29T20:35:37.222374] [INFO ] [LOCAL     ] PFIS: Loaded 7 optimal features with 62.79% confidence from JSON config
[2025-12-29T20:35:37.222406] [DEBUG] [MAG       ] Building data for symbol: PFIS with lookback: 0
[2025-12-29T20:35:37.223501] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-29T20:35:37.223564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:37.229053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:37.230912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:37.231406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:37.231885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:35:37.232243] [DEBUG] [REMOTE    ] RAIL: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:37.233067] [DEBUG] [LOCAL     ] Loaded configuration for RAIL: 1 features, N/A% accuracy
[2025-12-29T20:35:37.233118] [INFO ] [LOCAL     ] RAIL: Loaded 1 optimal features with 49.20% confidence from JSON config
[2025-12-29T20:35:37.233149] [DEBUG] [MAG       ] Building data for symbol: RAIL with lookback: 0
[2025-12-29T20:35:37.233957] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-29T20:35:37.234016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-29T20:35:37.234731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-29T20:35:37.235793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-29T20:35:37.237461] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:37.238522] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:37.276770] [DEBUG] [MAG       ] DSX: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:37.290389] [DEBUG] [MAG       ] VALE: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:37.332134] [INFO ] [LOCAL     ] DSX: Saved forecast.
[2025-12-29T20:35:37.332201] [INFO ] [main      ] DSX: Signal=1 (Conf=100.0%), Magnitude=-0.74% (Conf=25.6488%)
[2025-12-29T20:35:37.332585] [INFO ] [main      ] Fetching symbol history for VLO...
[2025-12-29T20:35:37.332637] [DEBUG] [REMOTE    ] VLO: Fetching historical data.
[2025-12-29T20:35:37.332646] [INFO ] [main      ] Progress: 18/403 forecasts completed (4.5%). DSX finished in 0.6s. ETA: 1m 10s. Rate: 328.40 forecasts/min
[2025-12-29T20:35:37.343839] [DEBUG] [REMOTE    ] VLO: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:37.344963] [DEBUG] [LOCAL     ] Loaded configuration for VLO: 4 features, N/A% accuracy
[2025-12-29T20:35:37.345017] [INFO ] [LOCAL     ] VLO: Loaded 4 optimal features with 52.81% confidence from JSON config
[2025-12-29T20:35:37.345049] [DEBUG] [MAG       ] Building data for symbol: VLO with lookback: 0
[2025-12-29T20:35:37.345883] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:35:37.345947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:37.347673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:37.348186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:37.348663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:37.349095] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:37.352551] [INFO ] [LOCAL     ] VALE: Saved forecast.
[2025-12-29T20:35:37.352644] [INFO ] [main      ] VALE: Signal=1 (Conf=100.0%), Magnitude=-0.74% (Conf=53.6249%)
[2025-12-29T20:35:37.352956] [INFO ] [main      ] Fetching symbol history for MSA...
[2025-12-29T20:35:37.353006] [DEBUG] [REMOTE    ] MSA: Fetching historical data.
[2025-12-29T20:35:37.353889] [INFO ] [main      ] Progress: 19/403 forecasts completed (4.7%). VALE finished in 0.6s. ETA: 1m 7s. Rate: 344.42 forecasts/min
[2025-12-29T20:35:37.364761] [DEBUG] [REMOTE    ] MSA: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:37.365671] [DEBUG] [LOCAL     ] Loaded configuration for MSA: 8 features, N/A% accuracy
[2025-12-29T20:35:37.365728] [INFO ] [LOCAL     ] MSA: Loaded 8 optimal features with 44.64% confidence from JSON config
[2025-12-29T20:35:37.365760] [DEBUG] [MAG       ] Building data for symbol: MSA with lookback: 0
[2025-12-29T20:35:37.366541] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-29T20:35:37.366627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:37.368321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:37.368889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:35:37.480094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:35:37.482044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:35:37.483039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:35:37.533123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-29T20:35:37.537361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-29T20:35:37.538832] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:37.587092] [DEBUG] [MAG       ] PFIS: Last date is validated at 2025-12-29
[2025-12-29T20:35:37.587273] [DEBUG] [MAG       ] RAIL: Last date is validated at 2025-12-29
[2025-12-29T20:35:37.692039] [DEBUG] [MAG       ] VLO: Last date is validated at 2025-12-29
[2025-12-29T20:35:37.762824] [DEBUG] [MAG       ] PFIS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:37.777603] [DEBUG] [MAG       ] RAIL: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:37.853512] [INFO ] [LOCAL     ] PFIS: Saved forecast.
[2025-12-29T20:35:37.853605] [INFO ] [main      ] PFIS: Signal=1 (Conf=100.0%), Magnitude=1.41% (Conf=62.7871%)
[2025-12-29T20:35:37.853976] [INFO ] [main      ] Fetching symbol history for IEF...
[2025-12-29T20:35:37.854031] [DEBUG] [REMOTE    ] IEF: Fetching historical data.
[2025-12-29T20:35:37.854400] [INFO ] [LOCAL     ] RAIL: Saved forecast.
[2025-12-29T20:35:37.854469] [INFO ] [main      ] RAIL: Signal=1 (Conf=100.0%), Magnitude=3.74% (Conf=49.2043%)
[2025-12-29T20:35:37.854657] [INFO ] [main      ] Progress: 20/403 forecasts completed (5.0%). PFIS finished in 0.6s. ETA: 1m 13s. Rate: 314.90 forecasts/min
[2025-12-29T20:35:37.855023] [INFO ] [main      ] Progress: 21/403 forecasts completed (5.2%). RAIL finished in 0.6s. ETA: 1m 9s. Rate: 330.62 forecasts/min
[2025-12-29T20:35:37.854684] [INFO ] [main      ] Fetching symbol history for BPYPM...
[2025-12-29T20:35:37.855222] [DEBUG] [REMOTE    ] BPYPM: Fetching historical data.
[2025-12-29T20:35:37.857212] [DEBUG] [MAG       ] VLO: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:37.865634] [DEBUG] [REMOTE    ] IEF: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:37.866892] [DEBUG] [LOCAL     ] Loaded configuration for IEF: 8 features, N/A% accuracy
[2025-12-29T20:35:37.866956] [INFO ] [LOCAL     ] IEF: Loaded 8 optimal features with 48.79% confidence from JSON config
[2025-12-29T20:35:37.866990] [DEBUG] [MAG       ] Building data for symbol: IEF with lookback: 0
[2025-12-29T20:35:37.867952] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-29T20:35:37.868036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:37.868897] [DEBUG] [REMOTE    ] BPYPM: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:37.869651] [DEBUG] [LOCAL     ] Loaded configuration for BPYPM: 4 features, N/A% accuracy
[2025-12-29T20:35:37.869709] [INFO ] [LOCAL     ] BPYPM: Loaded 4 optimal features with 61.76% confidence from JSON config
[2025-12-29T20:35:37.869741] [DEBUG] [MAG       ] Building data for symbol: BPYPM with lookback: 0
[2025-12-29T20:35:37.870542] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:35:37.870627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:37.873369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:37.873968] [DEBUG] [MAG       ] MSA: Last date is validated at 2025-12-29
[2025-12-29T20:35:37.875392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:37.875820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:35:37.875934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:37.876360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:35:37.876649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-29T20:35:37.877332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:37.877824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-29T20:35:37.878685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-29T20:35:37.879024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-29T20:35:37.881175] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:37.883137] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:37.979501] [INFO ] [LOCAL     ] VLO: Saved forecast.
[2025-12-29T20:35:37.979600] [INFO ] [main      ] VLO: Signal=1 (Conf=100.0%), Magnitude=0.26% (Conf=52.8113%)
[2025-12-29T20:35:37.979952] [INFO ] [main      ] Fetching symbol history for NIC...
[2025-12-29T20:35:37.980003] [DEBUG] [REMOTE    ] NIC: Fetching historical data.
[2025-12-29T20:35:37.980655] [INFO ] [main      ] Progress: 22/403 forecasts completed (5.5%). VLO finished in 0.6s. ETA: 1m 8s. Rate: 335.31 forecasts/min
[2025-12-29T20:35:37.992477] [DEBUG] [REMOTE    ] NIC: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:37.993873] [DEBUG] [LOCAL     ] Loaded configuration for NIC: 5 features, N/A% accuracy
[2025-12-29T20:35:37.993937] [INFO ] [LOCAL     ] NIC: Loaded 5 optimal features with 49.74% confidence from JSON config
[2025-12-29T20:35:37.993969] [DEBUG] [MAG       ] Building data for symbol: NIC with lookback: 0
[2025-12-29T20:35:37.994918] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:35:37.994991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:37.996774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:37.997299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:37.997773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:35:38.041029] [DEBUG] [MAG       ] MSA: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:38.045924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-29T20:35:38.049016] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:38.157127] [INFO ] [LOCAL     ] MSA: Saved forecast.
[2025-12-29T20:35:38.157197] [INFO ] [main      ] MSA: Signal=1 (Conf=100.0%), Magnitude=2.41% (Conf=44.6423%)
[2025-12-29T20:35:38.157353] [INFO ] [main      ] Fetching symbol history for ECPG...
[2025-12-29T20:35:38.157396] [DEBUG] [REMOTE    ] ECPG: Fetching historical data.
[2025-12-29T20:35:38.158655] [INFO ] [main      ] Progress: 23/403 forecasts completed (5.7%). MSA finished in 0.8s. ETA: 1m 8s. Rate: 335.38 forecasts/min
[2025-12-29T20:35:38.169669] [DEBUG] [REMOTE    ] ECPG: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:38.170612] [DEBUG] [LOCAL     ] Loaded configuration for ECPG: 7 features, N/A% accuracy
[2025-12-29T20:35:38.170669] [INFO ] [LOCAL     ] ECPG: Loaded 7 optimal features with 51.10% confidence from JSON config
[2025-12-29T20:35:38.170701] [DEBUG] [MAG       ] Building data for symbol: ECPG with lookback: 0
[2025-12-29T20:35:38.171472] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-29T20:35:38.171534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:38.176776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:38.178953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:38.179451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:35:38.180454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:35:38.224010] [DEBUG] [MAG       ] BPYPM: Last date is validated at 2025-12-29
[2025-12-29T20:35:38.230593] [DEBUG] [MAG       ] IEF: Last date is validated at 2025-12-29
[2025-12-29T20:35:38.294467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-29T20:35:38.299323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-29T20:35:38.300099] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:38.389843] [DEBUG] [MAG       ] NIC: Last date is validated at 2025-12-29
[2025-12-29T20:35:38.392719] [DEBUG] [MAG       ] BPYPM: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:38.403513] [DEBUG] [MAG       ] IEF: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:38.456335] [INFO ] [LOCAL     ] BPYPM: Saved forecast.
[2025-12-29T20:35:38.456400] [INFO ] [main      ] BPYPM: Signal=1 (Conf=100.0%), Magnitude=-1.51% (Conf=61.7618%)
[2025-12-29T20:35:38.456742] [INFO ] [main      ] Fetching symbol history for MNRO...
[2025-12-29T20:35:38.456794] [DEBUG] [REMOTE    ] MNRO: Fetching historical data.
[2025-12-29T20:35:38.457660] [INFO ] [main      ] Progress: 24/403 forecasts completed (6.0%). BPYPM finished in 0.6s. ETA: 1m 10s. Rate: 326.26 forecasts/min
[2025-12-29T20:35:38.468390] [DEBUG] [REMOTE    ] MNRO: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:38.469614] [DEBUG] [LOCAL     ] Loaded configuration for MNRO: 3 features, N/A% accuracy
[2025-12-29T20:35:38.469665] [INFO ] [LOCAL     ] MNRO: Loaded 3 optimal features with 59.19% confidence from JSON config
[2025-12-29T20:35:38.469696] [DEBUG] [MAG       ] Building data for symbol: MNRO with lookback: 0
[2025-12-29T20:35:38.470470] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:35:38.470530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:38.472280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:38.473027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:38.473450] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:38.477607] [INFO ] [LOCAL     ] IEF: Saved forecast.
[2025-12-29T20:35:38.477679] [INFO ] [main      ] IEF: Signal=1 (Conf=100.0%), Magnitude=0.19% (Conf=48.7917%)
[2025-12-29T20:35:38.477841] [INFO ] [main      ] Fetching symbol history for LBTYK...
[2025-12-29T20:35:38.477886] [DEBUG] [REMOTE    ] LBTYK: Fetching historical data.
[2025-12-29T20:35:38.478858] [INFO ] [main      ] Progress: 25/403 forecasts completed (6.2%). IEF finished in 0.6s. ETA: 1m 7s. Rate: 338.23 forecasts/min
[2025-12-29T20:35:38.490281] [DEBUG] [REMOTE    ] LBTYK: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:38.491256] [DEBUG] [LOCAL     ] Loaded configuration for LBTYK: 8 features, N/A% accuracy
[2025-12-29T20:35:38.491314] [INFO ] [LOCAL     ] LBTYK: Loaded 8 optimal features with 57.61% confidence from JSON config
[2025-12-29T20:35:38.491346] [DEBUG] [MAG       ] Building data for symbol: LBTYK with lookback: 0
[2025-12-29T20:35:38.492185] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-29T20:35:38.492249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:38.497168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:38.499105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:38.499619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:38.500207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:35:38.501119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-29T20:35:38.504265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-29T20:35:38.505028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-29T20:35:38.506628] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:38.560236] [DEBUG] [MAG       ] NIC: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:38.640474] [DEBUG] [MAG       ] ECPG: Last date is validated at 2025-12-29
[2025-12-29T20:35:38.661122] [INFO ] [LOCAL     ] NIC: Saved forecast.
[2025-12-29T20:35:38.661192] [INFO ] [main      ] NIC: Signal=1 (Conf=100.0%), Magnitude=1.20% (Conf=49.7359%)
[2025-12-29T20:35:38.661519] [INFO ] [main      ] Fetching symbol history for BSMS...
[2025-12-29T20:35:38.661588] [DEBUG] [REMOTE    ] BSMS: Fetching historical data.
[2025-12-29T20:35:38.661678] [INFO ] [main      ] Progress: 26/403 forecasts completed (6.5%). NIC finished in 0.7s. ETA: 1m 7s. Rate: 337.83 forecasts/min
[2025-12-29T20:35:38.673140] [DEBUG] [REMOTE    ] BSMS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:38.674960] [DEBUG] [LOCAL     ] Loaded configuration for BSMS: 16 features, N/A% accuracy
[2025-12-29T20:35:38.675012] [INFO ] [LOCAL     ] BSMS: Loaded 16 optimal features with 31.04% confidence from JSON config
[2025-12-29T20:35:38.675055] [DEBUG] [MAG       ] Building data for symbol: BSMS with lookback: 0
[2025-12-29T20:35:38.675874] [DEBUG] [FEATURES  ] DataBuilder: Executing 16 feature methods.
[2025-12-29T20:35:38.675941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:38.680894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:38.682787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:38.683280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:38.683788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:38.684197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:35:38.685011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:35:38.685870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:35:38.688434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:35:38.803184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:35:38.805300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:35:38.809884] [DEBUG] [MAG       ] ECPG: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:38.819795] [DEBUG] [MAG       ] MNRO: Last date is validated at 2025-12-29
[2025-12-29T20:35:38.845694] [DEBUG] [MAG       ] LBTYK: Last date is validated at 2025-12-29
[2025-12-29T20:35:38.847194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:35:38.848909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:35:38.893394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-29T20:35:38.894591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-29T20:35:38.896862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-29T20:35:38.899493] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:38.918163] [INFO ] [LOCAL     ] ECPG: Saved forecast.
[2025-12-29T20:35:38.918225] [INFO ] [main      ] ECPG: Signal=1 (Conf=100.0%), Magnitude=1.92% (Conf=51.1049%)
[2025-12-29T20:35:38.918381] [INFO ] [main      ] Fetching symbol history for AGNCO...
[2025-12-29T20:35:38.918425] [DEBUG] [REMOTE    ] AGNCO: Fetching historical data.
[2025-12-29T20:35:38.920676] [INFO ] [main      ] Progress: 27/403 forecasts completed (6.7%). ECPG finished in 0.8s. ETA: 1m 8s. Rate: 332.19 forecasts/min
[2025-12-29T20:35:38.930151] [DEBUG] [REMOTE    ] AGNCO: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:38.931146] [DEBUG] [LOCAL     ] Loaded configuration for AGNCO: 8 features, N/A% accuracy
[2025-12-29T20:35:38.931198] [INFO ] [LOCAL     ] AGNCO: Loaded 8 optimal features with 26.73% confidence from JSON config
[2025-12-29T20:35:38.931231] [DEBUG] [MAG       ] Building data for symbol: AGNCO with lookback: 0
[2025-12-29T20:35:38.932025] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-29T20:35:38.932090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:38.937055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:38.938945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:38.939432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:38.939876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:35:38.941598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:38.942064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-29T20:35:38.943170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-29T20:35:38.945339] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:38.998150] [DEBUG] [MAG       ] MNRO: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:39.014725] [DEBUG] [MAG       ] LBTYK: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:39.078708] [INFO ] [LOCAL     ] MNRO: Saved forecast.
[2025-12-29T20:35:39.078798] [INFO ] [main      ] MNRO: Signal=1 (Conf=100.0%), Magnitude=0.19% (Conf=59.1936%)
[2025-12-29T20:35:39.079124] [INFO ] [main      ] Fetching symbol history for ONTO...
[2025-12-29T20:35:39.079175] [DEBUG] [REMOTE    ] ONTO: Fetching historical data.
[2025-12-29T20:35:39.080292] [INFO ] [main      ] Progress: 28/403 forecasts completed (6.9%). MNRO finished in 0.6s. ETA: 1m 7s. Rate: 333.58 forecasts/min
[2025-12-29T20:35:39.087227] [INFO ] [LOCAL     ] LBTYK: Saved forecast.
[2025-12-29T20:35:39.087285] [INFO ] [main      ] LBTYK: Signal=1 (Conf=100.0%), Magnitude=1.77% (Conf=57.6102%)
[2025-12-29T20:35:39.087600] [INFO ] [main      ] Progress: 29/403 forecasts completed (7.2%). LBTYK finished in 0.6s. ETA: 1m 5s. Rate: 344.99 forecasts/min
[2025-12-29T20:35:39.087721] [INFO ] [main      ] Fetching symbol history for NRDS...
[2025-12-29T20:35:39.087765] [DEBUG] [REMOTE    ] NRDS: Fetching historical data.
[2025-12-29T20:35:39.093107] [DEBUG] [REMOTE    ] ONTO: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:39.094258] [DEBUG] [LOCAL     ] Loaded configuration for ONTO: 1 features, N/A% accuracy
[2025-12-29T20:35:39.094314] [INFO ] [LOCAL     ] ONTO: Loaded 1 optimal features with 55.07% confidence from JSON config
[2025-12-29T20:35:39.094346] [DEBUG] [MAG       ] Building data for symbol: ONTO with lookback: 0
[2025-12-29T20:35:39.095195] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-29T20:35:39.095256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:39.099231] [DEBUG] [REMOTE    ] NRDS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:39.100229] [DEBUG] [LOCAL     ] Loaded configuration for NRDS: 6 features, N/A% accuracy
[2025-12-29T20:35:39.100280] [INFO ] [LOCAL     ] NRDS: Loaded 6 optimal features with 56.58% confidence from JSON config
[2025-12-29T20:35:39.100258] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:39.100313] [DEBUG] [MAG       ] Building data for symbol: NRDS with lookback: 0
[2025-12-29T20:35:39.101111] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:35:39.101173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:39.102899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:39.103402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:39.103820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:35:39.104616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-29T20:35:39.105716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-29T20:35:39.106855] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:39.250052] [DEBUG] [MAG       ] BSMS: Last date is validated at 2025-12-29
[2025-12-29T20:35:39.300615] [DEBUG] [MAG       ] AGNCO: Last date is validated at 2025-12-29
[2025-12-29T20:35:39.424351] [DEBUG] [MAG       ] BSMS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:39.453724] [DEBUG] [MAG       ] NRDS: Last date is validated at 2025-12-29
[2025-12-29T20:35:39.461486] [DEBUG] [MAG       ] ONTO: Last date is validated at 2025-12-29
[2025-12-29T20:35:39.476747] [DEBUG] [MAG       ] AGNCO: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:39.501301] [INFO ] [LOCAL     ] BSMS: Saved forecast.
[2025-12-29T20:35:39.501373] [INFO ] [main      ] BSMS: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=31.0434%)
[2025-12-29T20:35:39.501845] [INFO ] [main      ] Fetching symbol history for VTMX...
[2025-12-29T20:35:39.501900] [DEBUG] [REMOTE    ] VTMX: Fetching historical data.
[2025-12-29T20:35:39.502678] [INFO ] [main      ] Progress: 30/403 forecasts completed (7.4%). BSMS finished in 0.8s. ETA: 1m 8s. Rate: 329.75 forecasts/min
[2025-12-29T20:35:39.513670] [DEBUG] [REMOTE    ] VTMX: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:39.514662] [DEBUG] [LOCAL     ] Loaded configuration for VTMX: 2 features, N/A% accuracy
[2025-12-29T20:35:39.514715] [INFO ] [LOCAL     ] VTMX: Loaded 2 optimal features with 55.13% confidence from JSON config
[2025-12-29T20:35:39.514747] [DEBUG] [MAG       ] Building data for symbol: VTMX with lookback: 0
[2025-12-29T20:35:39.515598] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:35:39.515660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:39.520690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:35:39.540606] [INFO ] [LOCAL     ] AGNCO: Saved forecast.
[2025-12-29T20:35:39.540704] [INFO ] [main      ] AGNCO: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=26.7284%)
[2025-12-29T20:35:39.540890] [INFO ] [main      ] Fetching symbol history for QBTS...
[2025-12-29T20:35:39.540935] [DEBUG] [REMOTE    ] QBTS: Fetching historical data.
[2025-12-29T20:35:39.543663] [INFO ] [main      ] Progress: 31/403 forecasts completed (7.7%). AGNCO finished in 0.6s. ETA: 1m 6s. Rate: 338.20 forecasts/min
[2025-12-29T20:35:39.554233] [DEBUG] [REMOTE    ] QBTS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:39.555567] [DEBUG] [LOCAL     ] Loaded configuration for QBTS: 8 features, N/A% accuracy
[2025-12-29T20:35:39.555665] [INFO ] [LOCAL     ] QBTS: Loaded 8 optimal features with 61.34% confidence from JSON config
[2025-12-29T20:35:39.555701] [DEBUG] [MAG       ] Building data for symbol: QBTS with lookback: 0
[2025-12-29T20:35:39.556861] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-29T20:35:39.556947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:35:39.558092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-29T20:35:39.563512] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:39.563922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:39.566331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:39.566984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-29T20:35:39.568341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-29T20:35:39.570483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-29T20:35:39.571699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-29T20:35:39.572415] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:39.650461] [DEBUG] [MAG       ] ONTO: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:39.652447] [DEBUG] [MAG       ] NRDS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:39.730252] [INFO ] [LOCAL     ] NRDS: Saved forecast.
[2025-12-29T20:35:39.730340] [INFO ] [main      ] NRDS: Signal=1 (Conf=100.0%), Magnitude=0.96% (Conf=56.5781%)
[2025-12-29T20:35:39.730739] [INFO ] [main      ] Fetching symbol history for EWTX...
[2025-12-29T20:35:39.730802] [DEBUG] [REMOTE    ] EWTX: Fetching historical data.
[2025-12-29T20:35:39.731698] [INFO ] [main      ] Progress: 32/403 forecasts completed (7.9%). NRDS finished in 0.6s. ETA: 1m 6s. Rate: 337.57 forecasts/min
[2025-12-29T20:35:39.745868] [DEBUG] [REMOTE    ] EWTX: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:39.748642] [DEBUG] [LOCAL     ] Loaded configuration for EWTX: 4 features, N/A% accuracy
[2025-12-29T20:35:39.748730] [INFO ] [LOCAL     ] EWTX: Loaded 4 optimal features with 57.73% confidence from JSON config
[2025-12-29T20:35:39.748786] [DEBUG] [MAG       ] Building data for symbol: EWTX with lookback: 0
[2025-12-29T20:35:39.749887] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:35:39.749953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:39.755798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:35:39.758832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:35:39.799788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-29T20:35:39.802801] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:39.809640] [INFO ] [LOCAL     ] ONTO: Saved forecast.
[2025-12-29T20:35:39.809716] [INFO ] [main      ] ONTO: Signal=1 (Conf=100.0%), Magnitude=1.68% (Conf=55.0682%)
[2025-12-29T20:35:39.810110] [INFO ] [main      ] Fetching symbol history for VNQI...
[2025-12-29T20:35:39.810163] [DEBUG] [REMOTE    ] VNQI: Fetching historical data.
[2025-12-29T20:35:39.810645] [INFO ] [main      ] Progress: 33/403 forecasts completed (8.2%). ONTO finished in 0.7s. ETA: 1m 5s. Rate: 343.35 forecasts/min
[2025-12-29T20:35:39.825294] [DEBUG] [REMOTE    ] VNQI: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:39.826504] [DEBUG] [LOCAL     ] Loaded configuration for VNQI: 2 features, N/A% accuracy
[2025-12-29T20:35:39.826568] [INFO ] [LOCAL     ] VNQI: Loaded 2 optimal features with 63.20% confidence from JSON config
[2025-12-29T20:35:39.826622] [DEBUG] [MAG       ] Building data for symbol: VNQI with lookback: 0
[2025-12-29T20:35:39.827595] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:35:39.827657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:35:39.829547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:35:39.830657] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:40.026893] [DEBUG] [MAG       ] QBTS: Last date is validated at 2025-12-29
[2025-12-29T20:35:40.030535] [DEBUG] [MAG       ] VTMX: Last date is validated at 2025-12-29
[2025-12-29T20:35:40.276153] [DEBUG] [MAG       ] QBTS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:40.281823] [DEBUG] [MAG       ] VTMX: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:40.290829] [DEBUG] [MAG       ] EWTX: Last date is validated at 2025-12-29
[2025-12-29T20:35:40.375204] [DEBUG] [MAG       ] VNQI: Last date is validated at 2025-12-29
[2025-12-29T20:35:40.381234] [INFO ] [LOCAL     ] VTMX: Saved forecast.
[2025-12-29T20:35:40.381310] [INFO ] [main      ] VTMX: Signal=1 (Conf=100.0%), Magnitude=0.32% (Conf=55.1319%)
[2025-12-29T20:35:40.381700] [INFO ] [main      ] Fetching symbol history for SPRX...
[2025-12-29T20:35:40.381754] [DEBUG] [REMOTE    ] SPRX: Fetching historical data.
[2025-12-29T20:35:40.382833] [INFO ] [main      ] Progress: 34/403 forecasts completed (8.4%). VTMX finished in 0.9s. ETA: 1m 9s. Rate: 321.82 forecasts/min
[2025-12-29T20:35:40.395940] [DEBUG] [REMOTE    ] SPRX: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:40.397618] [DEBUG] [LOCAL     ] Loaded configuration for SPRX: 2 features, N/A% accuracy
[2025-12-29T20:35:40.397791] [INFO ] [LOCAL     ] SPRX: Loaded 2 optimal features with 49.00% confidence from JSON config
[2025-12-29T20:35:40.397851] [DEBUG] [MAG       ] Building data for symbol: SPRX with lookback: 0
[2025-12-29T20:35:40.399495] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:35:40.399667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-29T20:35:40.401755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-29T20:35:40.404060] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:40.414180] [INFO ] [LOCAL     ] QBTS: Saved forecast.
[2025-12-29T20:35:40.414286] [INFO ] [main      ] QBTS: Signal=1 (Conf=100.0%), Magnitude=0.44% (Conf=61.3435%)
[2025-12-29T20:35:40.414760] [INFO ] [main      ] Progress: 35/403 forecasts completed (8.7%). QBTS finished in 0.9s. ETA: 1m 7s. Rate: 329.63 forecasts/min
[2025-12-29T20:35:40.414935] [INFO ] [main      ] Fetching symbol history for GMAB...
[2025-12-29T20:35:40.415003] [DEBUG] [REMOTE    ] GMAB: Fetching historical data.
[2025-12-29T20:35:40.434122] [DEBUG] [REMOTE    ] GMAB: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:40.435410] [DEBUG] [LOCAL     ] Loaded configuration for GMAB: 7 features, N/A% accuracy
[2025-12-29T20:35:40.435603] [INFO ] [LOCAL     ] GMAB: Loaded 7 optimal features with 49.39% confidence from JSON config
[2025-12-29T20:35:40.435751] [DEBUG] [MAG       ] Building data for symbol: GMAB with lookback: 0
[2025-12-29T20:35:40.437234] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-29T20:35:40.437322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:40.439600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:40.440190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:40.440761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:35:40.441751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:35:40.491196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:35:40.556077] [DEBUG] [MAG       ] EWTX: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:40.565759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-29T20:35:40.566968] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:40.615506] [DEBUG] [MAG       ] VNQI: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:40.701044] [INFO ] [LOCAL     ] EWTX: Saved forecast.
[2025-12-29T20:35:40.701153] [INFO ] [main      ] EWTX: Signal=1 (Conf=100.0%), Magnitude=2.69% (Conf=57.7345%)
[2025-12-29T20:35:40.701705] [INFO ] [main      ] Fetching symbol history for QDEL...
[2025-12-29T20:35:40.701779] [DEBUG] [REMOTE    ] QDEL: Fetching historical data.
[2025-12-29T20:35:40.702795] [INFO ] [main      ] Progress: 36/403 forecasts completed (8.9%). EWTX finished in 1.0s. ETA: 1m 8s. Rate: 324.38 forecasts/min
[2025-12-29T20:35:40.706157] [INFO ] [LOCAL     ] VNQI: Saved forecast.
[2025-12-29T20:35:40.708935] [INFO ] [main      ] VNQI: Signal=1 (Conf=100.0%), Magnitude=-0.86% (Conf=63.1963%)
[2025-12-29T20:35:40.709153] [INFO ] [main      ] Fetching symbol history for SPB...
[2025-12-29T20:35:40.709210] [DEBUG] [REMOTE    ] SPB: Fetching historical data.
[2025-12-29T20:35:40.713774] [INFO ] [main      ] Progress: 37/403 forecasts completed (9.2%). VNQI finished in 0.9s. ETA: 1m 6s. Rate: 332.84 forecasts/min
[2025-12-29T20:35:40.718396] [DEBUG] [REMOTE    ] QDEL: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:40.719702] [DEBUG] [LOCAL     ] Loaded configuration for QDEL: 3 features, N/A% accuracy
[2025-12-29T20:35:40.719786] [INFO ] [LOCAL     ] QDEL: Loaded 3 optimal features with 57.30% confidence from JSON config
[2025-12-29T20:35:40.719841] [DEBUG] [MAG       ] Building data for symbol: QDEL with lookback: 0
[2025-12-29T20:35:40.721113] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:35:40.721222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:40.729172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-29T20:35:40.733147] [DEBUG] [REMOTE    ] SPB: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:40.734367] [DEBUG] [LOCAL     ] Loaded configuration for SPB: 6 features, N/A% accuracy
[2025-12-29T20:35:40.734470] [INFO ] [LOCAL     ] SPB: Loaded 6 optimal features with 40.52% confidence from JSON config
[2025-12-29T20:35:40.734522] [DEBUG] [MAG       ] Building data for symbol: SPB with lookback: 0
[2025-12-29T20:35:40.736088] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:35:40.736207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:40.738999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:40.739880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:40.740476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:35:40.741826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-29T20:35:40.744236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-29T20:35:40.746298] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:40.858317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-29T20:35:40.862972] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:40.957918] [DEBUG] [MAG       ] GMAB: Last date is validated at 2025-12-29
[2025-12-29T20:35:40.962908] [DEBUG] [MAG       ] SPRX: Last date is validated at 2025-12-29
[2025-12-29T20:35:41.122309] [DEBUG] [MAG       ] SPB: Last date is validated at 2025-12-29
[2025-12-29T20:35:41.129387] [DEBUG] [MAG       ] GMAB: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:41.153024] [DEBUG] [MAG       ] SPRX: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:41.205144] [INFO ] [LOCAL     ] GMAB: Saved forecast.
[2025-12-29T20:35:41.205212] [INFO ] [main      ] GMAB: Signal=1 (Conf=100.0%), Magnitude=-0.07% (Conf=49.3876%)
[2025-12-29T20:35:41.205538] [INFO ] [main      ] Progress: 38/403 forecasts completed (9.4%). GMAB finished in 0.8s. ETA: 1m 9s. Rate: 318.37 forecasts/min
[2025-12-29T20:35:41.205673] [INFO ] [main      ] Fetching symbol history for ATLO...
[2025-12-29T20:35:41.205717] [DEBUG] [REMOTE    ] ATLO: Fetching historical data.
[2025-12-29T20:35:41.218374] [DEBUG] [REMOTE    ] ATLO: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:41.219494] [DEBUG] [LOCAL     ] Loaded configuration for ATLO: 5 features, N/A% accuracy
[2025-12-29T20:35:41.219545] [INFO ] [LOCAL     ] ATLO: Loaded 5 optimal features with 41.69% confidence from JSON config
[2025-12-29T20:35:41.219596] [DEBUG] [MAG       ] Building data for symbol: ATLO with lookback: 0
[2025-12-29T20:35:41.220395] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:35:41.220456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:41.225318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:41.227168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:41.227666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:41.228057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:35:41.228987] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:41.237445] [INFO ] [LOCAL     ] SPRX: Saved forecast.
[2025-12-29T20:35:41.237521] [INFO ] [main      ] SPRX: Signal=1 (Conf=100.0%), Magnitude=-0.15% (Conf=49.001%)
[2025-12-29T20:35:41.237899] [INFO ] [main      ] Fetching symbol history for OPRX...
[2025-12-29T20:35:41.237953] [DEBUG] [REMOTE    ] OPRX: Fetching historical data.
[2025-12-29T20:35:41.239647] [INFO ] [main      ] Progress: 39/403 forecasts completed (9.7%). SPRX finished in 0.9s. ETA: 1m 7s. Rate: 325.19 forecasts/min
[2025-12-29T20:35:41.241721] [DEBUG] [MAG       ] QDEL: Last date is validated at 2025-12-29
[2025-12-29T20:35:41.250799] [DEBUG] [REMOTE    ] OPRX: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:41.252605] [DEBUG] [LOCAL     ] Loaded configuration for OPRX: 5 features, N/A% accuracy
[2025-12-29T20:35:41.252660] [INFO ] [LOCAL     ] OPRX: Loaded 5 optimal features with 48.12% confidence from JSON config
[2025-12-29T20:35:41.252691] [DEBUG] [MAG       ] Building data for symbol: OPRX with lookback: 0
[2025-12-29T20:35:41.253530] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:35:41.253613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:41.255412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:41.255979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:35:41.256968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-29T20:35:41.258212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-29T20:35:41.259042] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:41.307648] [DEBUG] [MAG       ] SPB: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:41.416116] [DEBUG] [MAG       ] QDEL: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:41.416545] [INFO ] [LOCAL     ] SPB: Saved forecast.
[2025-12-29T20:35:41.416634] [INFO ] [main      ] SPB: Signal=1 (Conf=100.0%), Magnitude=3.37% (Conf=40.5196%)
[2025-12-29T20:35:41.416967] [INFO ] [main      ] Fetching symbol history for ARLP...
[2025-12-29T20:35:41.417019] [DEBUG] [REMOTE    ] ARLP: Fetching historical data.
[2025-12-29T20:35:41.417657] [INFO ] [main      ] Progress: 40/403 forecasts completed (9.9%). SPB finished in 0.7s. ETA: 1m 7s. Rate: 325.48 forecasts/min
[2025-12-29T20:35:41.430313] [DEBUG] [REMOTE    ] ARLP: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:41.431311] [DEBUG] [LOCAL     ] Loaded configuration for ARLP: 6 features, N/A% accuracy
[2025-12-29T20:35:41.431369] [INFO ] [LOCAL     ] ARLP: Loaded 6 optimal features with 70.84% confidence from JSON config
[2025-12-29T20:35:41.431402] [DEBUG] [MAG       ] Building data for symbol: ARLP with lookback: 0
[2025-12-29T20:35:41.432259] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:35:41.432324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:41.434091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:41.434662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:41.435079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:35:41.435871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:35:41.476061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-29T20:35:41.479427] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:41.521055] [INFO ] [LOCAL     ] QDEL: Saved forecast.
[2025-12-29T20:35:41.521131] [INFO ] [main      ] QDEL: Signal=1 (Conf=100.0%), Magnitude=-1.27% (Conf=57.2988%)
[2025-12-29T20:35:41.521287] [INFO ] [main      ] Fetching symbol history for ULCC...
[2025-12-29T20:35:41.521330] [DEBUG] [REMOTE    ] ULCC: Fetching historical data.
[2025-12-29T20:35:41.523683] [INFO ] [main      ] Progress: 41/403 forecasts completed (10.2%). QDEL finished in 0.8s. ETA: 1m 6s. Rate: 328.89 forecasts/min
[2025-12-29T20:35:41.531703] [DEBUG] [REMOTE    ] ULCC: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:41.532683] [DEBUG] [LOCAL     ] Loaded configuration for ULCC: 1 features, N/A% accuracy
[2025-12-29T20:35:41.532735] [INFO ] [LOCAL     ] ULCC: Loaded 1 optimal features with 50.50% confidence from JSON config
[2025-12-29T20:35:41.532766] [DEBUG] [MAG       ] Building data for symbol: ULCC with lookback: 0
[2025-12-29T20:35:41.533518] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-29T20:35:41.533597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:41.538394] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:41.588520] [DEBUG] [MAG       ] ATLO: Last date is validated at 2025-12-29
[2025-12-29T20:35:41.614019] [DEBUG] [MAG       ] OPRX: Last date is validated at 2025-12-29
[2025-12-29T20:35:41.763089] [DEBUG] [MAG       ] ATLO: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:41.803853] [DEBUG] [MAG       ] OPRX: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:41.830954] [INFO ] [LOCAL     ] ATLO: Saved forecast.
[2025-12-29T20:35:41.831027] [INFO ] [main      ] ATLO: Signal=1 (Conf=100.0%), Magnitude=0.58% (Conf=41.6922%)
[2025-12-29T20:35:41.831400] [INFO ] [main      ] Progress: 42/403 forecasts completed (10.4%). ATLO finished in 0.6s. ETA: 1m 7s. Rate: 323.60 forecasts/min
[2025-12-29T20:35:41.831535] [INFO ] [main      ] Fetching symbol history for AMG...
[2025-12-29T20:35:41.831596] [DEBUG] [REMOTE    ] AMG: Fetching historical data.
[2025-12-29T20:35:41.845775] [DEBUG] [REMOTE    ] AMG: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:41.846932] [DEBUG] [LOCAL     ] Loaded configuration for AMG: 5 features, N/A% accuracy
[2025-12-29T20:35:41.846998] [INFO ] [LOCAL     ] AMG: Loaded 5 optimal features with 52.99% confidence from JSON config
[2025-12-29T20:35:41.847030] [DEBUG] [MAG       ] Building data for symbol: AMG with lookback: 0
[2025-12-29T20:35:41.847898] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:35:41.847962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:35:41.848963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:35:41.850065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-29T20:35:41.851344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-29T20:35:41.852075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-29T20:35:41.852825] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:41.862135] [DEBUG] [MAG       ] ARLP: Last date is validated at 2025-12-29
[2025-12-29T20:35:41.882747] [INFO ] [LOCAL     ] OPRX: Saved forecast.
[2025-12-29T20:35:41.882815] [INFO ] [main      ] OPRX: Signal=1 (Conf=100.0%), Magnitude=-1.58% (Conf=48.1179%)
[2025-12-29T20:35:41.883249] [INFO ] [main      ] Fetching symbol history for ASTH...
[2025-12-29T20:35:41.883301] [DEBUG] [REMOTE    ] ASTH: Fetching historical data.
[2025-12-29T20:35:41.883659] [INFO ] [main      ] Progress: 43/403 forecasts completed (10.7%). OPRX finished in 0.6s. ETA: 1m 6s. Rate: 329.09 forecasts/min
[2025-12-29T20:35:41.891817] [DEBUG] [MAG       ] ULCC: Last date is validated at 2025-12-29
[2025-12-29T20:35:41.895631] [DEBUG] [REMOTE    ] ASTH: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:41.896526] [DEBUG] [LOCAL     ] Loaded configuration for ASTH: 2 features, N/A% accuracy
[2025-12-29T20:35:41.896617] [INFO ] [LOCAL     ] ASTH: Loaded 2 optimal features with 41.68% confidence from JSON config
[2025-12-29T20:35:41.896657] [DEBUG] [MAG       ] Building data for symbol: ASTH with lookback: 0
[2025-12-29T20:35:41.897470] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:35:41.897531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:41.902698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-29T20:35:41.905847] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:42.050972] [DEBUG] [MAG       ] ARLP: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:42.062134] [DEBUG] [MAG       ] ULCC: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:42.126353] [INFO ] [LOCAL     ] ULCC: Saved forecast.
[2025-12-29T20:35:42.126421] [INFO ] [main      ] ULCC: Signal=1 (Conf=100.0%), Magnitude=1.67% (Conf=50.5037%)
[2025-12-29T20:35:42.126618] [INFO ] [main      ] Fetching symbol history for BUD...
[2025-12-29T20:35:42.126665] [DEBUG] [REMOTE    ] BUD: Fetching historical data.
[2025-12-29T20:35:42.128651] [INFO ] [main      ] Progress: 44/403 forecasts completed (10.9%). ULCC finished in 0.6s. ETA: 1m 6s. Rate: 326.54 forecasts/min
[2025-12-29T20:35:42.130340] [INFO ] [LOCAL     ] ARLP: Saved forecast.
[2025-12-29T20:35:42.130408] [INFO ] [main      ] ARLP: Signal=1 (Conf=100.0%), Magnitude=-0.63% (Conf=70.8363%)
[2025-12-29T20:35:42.130817] [INFO ] [main      ] Fetching symbol history for RMBI...
[2025-12-29T20:35:42.130872] [DEBUG] [REMOTE    ] RMBI: Fetching historical data.
[2025-12-29T20:35:42.131615] [INFO ] [main      ] Progress: 45/403 forecasts completed (11.2%). ARLP finished in 0.7s. ETA: 1m 4s. Rate: 333.84 forecasts/min
[2025-12-29T20:35:42.138922] [DEBUG] [REMOTE    ] BUD: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:42.139817] [DEBUG] [LOCAL     ] Loaded configuration for BUD: 3 features, N/A% accuracy
[2025-12-29T20:35:42.139871] [INFO ] [LOCAL     ] BUD: Loaded 3 optimal features with 57.74% confidence from JSON config
[2025-12-29T20:35:42.139903] [DEBUG] [MAG       ] Building data for symbol: BUD with lookback: 0
[2025-12-29T20:35:42.140761] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:35:42.140824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:42.144765] [DEBUG] [REMOTE    ] RMBI: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:42.146019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-29T20:35:42.146327] [DEBUG] [LOCAL     ] Loaded configuration for RMBI: 9 features, N/A% accuracy
[2025-12-29T20:35:42.146386] [INFO ] [LOCAL     ] RMBI: Loaded 9 optimal features with 60.81% confidence from JSON config
[2025-12-29T20:35:42.146419] [DEBUG] [MAG       ] Building data for symbol: RMBI with lookback: 0
[2025-12-29T20:35:42.147503] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-29T20:35:42.147569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:42.149103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-29T20:35:42.149342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:42.149923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:42.150415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:35:42.151308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:35:42.152238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:35:42.164322] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:42.194716] [DEBUG] [MAG       ] AMG: Last date is validated at 2025-12-29
[2025-12-29T20:35:42.195317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:35:42.196793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-29T20:35:42.197497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-29T20:35:42.199223] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:42.265362] [DEBUG] [MAG       ] ASTH: Last date is validated at 2025-12-29
[2025-12-29T20:35:42.363728] [DEBUG] [MAG       ] AMG: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:42.453972] [DEBUG] [MAG       ] ASTH: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:42.492896] [INFO ] [LOCAL     ] AMG: Saved forecast.
[2025-12-29T20:35:42.492974] [INFO ] [main      ] AMG: Signal=1 (Conf=100.0%), Magnitude=2.49% (Conf=52.9908%)
[2025-12-29T20:35:42.493365] [INFO ] [main      ] Fetching symbol history for MYN...
[2025-12-29T20:35:42.493418] [DEBUG] [REMOTE    ] MYN: Fetching historical data.
[2025-12-29T20:35:42.493622] [INFO ] [main      ] Progress: 46/403 forecasts completed (11.4%). AMG finished in 0.7s. ETA: 1m 6s. Rate: 326.64 forecasts/min
[2025-12-29T20:35:42.507116] [DEBUG] [REMOTE    ] MYN: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:42.508044] [DEBUG] [LOCAL     ] Loaded configuration for MYN: 6 features, N/A% accuracy
[2025-12-29T20:35:42.508098] [INFO ] [LOCAL     ] MYN: Loaded 6 optimal features with 48.66% confidence from JSON config
[2025-12-29T20:35:42.508129] [DEBUG] [MAG       ] Building data for symbol: MYN with lookback: 0
[2025-12-29T20:35:42.509067] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:35:42.509136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:42.509247] [DEBUG] [MAG       ] BUD: Last date is validated at 2025-12-29
[2025-12-29T20:35:42.510985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:42.511558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:42.512003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:35:42.512972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:35:42.516024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:35:42.517873] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:42.551226] [INFO ] [LOCAL     ] ASTH: Saved forecast.
[2025-12-29T20:35:42.551294] [INFO ] [main      ] ASTH: Signal=1 (Conf=100.0%), Magnitude=0.85% (Conf=41.6813%)
[2025-12-29T20:35:42.551689] [INFO ] [main      ] Fetching symbol history for EMBC...
[2025-12-29T20:35:42.551741] [DEBUG] [REMOTE    ] EMBC: Fetching historical data.
[2025-12-29T20:35:42.552661] [INFO ] [main      ] Progress: 47/403 forecasts completed (11.7%). ASTH finished in 0.7s. ETA: 1m 4s. Rate: 331.43 forecasts/min
[2025-12-29T20:35:42.565038] [DEBUG] [REMOTE    ] EMBC: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:42.566047] [DEBUG] [LOCAL     ] Loaded configuration for EMBC: 1 features, N/A% accuracy
[2025-12-29T20:35:42.566099] [INFO ] [LOCAL     ] EMBC: Loaded 1 optimal features with 57.23% confidence from JSON config
[2025-12-29T20:35:42.566130] [DEBUG] [MAG       ] Building data for symbol: EMBC with lookback: 0
[2025-12-29T20:35:42.566611] [DEBUG] [MAG       ] RMBI: Last date is validated at 2025-12-29
[2025-12-29T20:35:42.566990] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-29T20:35:42.567050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-29T20:35:42.568547] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:42.680551] [DEBUG] [MAG       ] BUD: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:42.743854] [DEBUG] [MAG       ] RMBI: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:42.771892] [INFO ] [LOCAL     ] BUD: Saved forecast.
[2025-12-29T20:35:42.771960] [INFO ] [main      ] BUD: Signal=1 (Conf=100.0%), Magnitude=-0.63% (Conf=57.7443%)
[2025-12-29T20:35:42.772318] [INFO ] [main      ] Fetching symbol history for IZEA...
[2025-12-29T20:35:42.772368] [DEBUG] [REMOTE    ] IZEA: Fetching historical data.
[2025-12-29T20:35:42.773662] [INFO ] [main      ] Progress: 48/403 forecasts completed (11.9%). BUD finished in 0.6s. ETA: 1m 5s. Rate: 329.91 forecasts/min
[2025-12-29T20:35:42.783306] [DEBUG] [REMOTE    ] IZEA: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:42.784191] [DEBUG] [LOCAL     ] Loaded configuration for IZEA: 0 features, N/A% accuracy
[2025-12-29T20:35:42.784242] [INFO ] [LOCAL     ] IZEA: Loaded 0 optimal features with 44.67% confidence from JSON config
[2025-12-29T20:35:42.784272] [DEBUG] [MAG       ] Building data for symbol: IZEA with lookback: 0
[2025-12-29T20:35:42.785078] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-29T20:35:42.815073] [INFO ] [LOCAL     ] RMBI: Saved forecast.
[2025-12-29T20:35:42.815141] [INFO ] [main      ] RMBI: Signal=1 (Conf=100.0%), Magnitude=1.17% (Conf=60.8079%)
[2025-12-29T20:35:42.815297] [INFO ] [main      ] Fetching symbol history for CRTO...
[2025-12-29T20:35:42.815339] [DEBUG] [REMOTE    ] CRTO: Fetching historical data.
[2025-12-29T20:35:42.816664] [INFO ] [main      ] Progress: 49/403 forecasts completed (12.2%). RMBI finished in 0.7s. ETA: 1m 3s. Rate: 335.13 forecasts/min
[2025-12-29T20:35:42.828595] [DEBUG] [REMOTE    ] CRTO: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:42.829534] [DEBUG] [LOCAL     ] Loaded configuration for CRTO: 5 features, N/A% accuracy
[2025-12-29T20:35:42.829611] [INFO ] [LOCAL     ] CRTO: Loaded 5 optimal features with 68.81% confidence from JSON config
[2025-12-29T20:35:42.829645] [DEBUG] [MAG       ] Building data for symbol: CRTO with lookback: 0
[2025-12-29T20:35:42.830443] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:35:42.830505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:35:42.832217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:35:42.877348] [DEBUG] [MAG       ] MYN: Last date is validated at 2025-12-29
[2025-12-29T20:35:42.884740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-29T20:35:42.885714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-29T20:35:42.890712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-29T20:35:42.891649] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:42.908098] [DEBUG] [MAG       ] EMBC: Last date is validated at 2025-12-29
[2025-12-29T20:35:43.045388] [DEBUG] [MAG       ] MYN: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:43.075550] [DEBUG] [MAG       ] EMBC: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:43.102933] [INFO ] [LOCAL     ] MYN: Saved forecast.
[2025-12-29T20:35:43.103000] [INFO ] [main      ] MYN: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=48.6561%)
[2025-12-29T20:35:43.103345] [INFO ] [main      ] Progress: 50/403 forecasts completed (12.4%). MYN finished in 0.6s. ETA: 1m 4s. Rate: 331.15 forecasts/min
[2025-12-29T20:35:43.103744] [INFO ] [main      ] Fetching symbol history for GPRK...
[2025-12-29T20:35:43.103791] [DEBUG] [REMOTE    ] GPRK: Fetching historical data.
[2025-12-29T20:35:43.116528] [DEBUG] [REMOTE    ] GPRK: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:43.117401] [DEBUG] [LOCAL     ] Loaded configuration for GPRK: 1 features, N/A% accuracy
[2025-12-29T20:35:43.117451] [INFO ] [LOCAL     ] GPRK: Loaded 1 optimal features with 39.86% confidence from JSON config
[2025-12-29T20:35:43.117481] [DEBUG] [MAG       ] Building data for symbol: GPRK with lookback: 0
[2025-12-29T20:35:43.118263] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-29T20:35:43.118321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-29T20:35:43.119008] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:43.130369] [DEBUG] [MAG       ] IZEA: Last date is validated at 2025-12-29
[2025-12-29T20:35:43.148129] [INFO ] [LOCAL     ] EMBC: Saved forecast.
[2025-12-29T20:35:43.148199] [INFO ] [main      ] EMBC: Signal=1 (Conf=100.0%), Magnitude=-3.72% (Conf=57.2327%)
[2025-12-29T20:35:43.148686] [INFO ] [main      ] Fetching symbol history for TSCO...
[2025-12-29T20:35:43.148740] [DEBUG] [REMOTE    ] TSCO: Fetching historical data.
[2025-12-29T20:35:43.149649] [INFO ] [main      ] Progress: 51/403 forecasts completed (12.7%). EMBC finished in 0.6s. ETA: 1m 3s. Rate: 336.05 forecasts/min
[2025-12-29T20:35:43.162069] [DEBUG] [REMOTE    ] TSCO: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:43.163334] [DEBUG] [LOCAL     ] Loaded configuration for TSCO: 6 features, N/A% accuracy
[2025-12-29T20:35:43.163386] [INFO ] [LOCAL     ] TSCO: Loaded 6 optimal features with 57.80% confidence from JSON config
[2025-12-29T20:35:43.163416] [DEBUG] [MAG       ] Building data for symbol: TSCO with lookback: 0
[2025-12-29T20:35:43.164232] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:35:43.164296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:35:43.165038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-29T20:35:43.166301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-29T20:35:43.166989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-29T20:35:43.167700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-29T20:35:43.169323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-29T20:35:43.171526] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:43.262995] [DEBUG] [MAG       ] CRTO: Last date is validated at 2025-12-29
[2025-12-29T20:35:43.299029] [DEBUG] [MAG       ] IZEA: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:43.350677] [INFO ] [LOCAL     ] IZEA: Saved forecast.
[2025-12-29T20:35:43.350742] [INFO ] [main      ] IZEA: Signal=1 (Conf=100.0%), Magnitude=0.81% (Conf=44.6694%)
[2025-12-29T20:35:43.350901] [INFO ] [main      ] Fetching symbol history for AMRX...
[2025-12-29T20:35:43.350945] [DEBUG] [REMOTE    ] AMRX: Fetching historical data.
[2025-12-29T20:35:43.352678] [INFO ] [main      ] Progress: 52/403 forecasts completed (12.9%). IZEA finished in 0.6s. ETA: 1m 3s. Rate: 335.17 forecasts/min
[2025-12-29T20:35:43.361401] [DEBUG] [REMOTE    ] AMRX: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:43.362412] [DEBUG] [LOCAL     ] Loaded configuration for AMRX: 6 features, N/A% accuracy
[2025-12-29T20:35:43.362476] [INFO ] [LOCAL     ] AMRX: Loaded 6 optimal features with 52.93% confidence from JSON config
[2025-12-29T20:35:43.362510] [DEBUG] [MAG       ] Building data for symbol: AMRX with lookback: 0
[2025-12-29T20:35:43.363368] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:35:43.363435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:43.365186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:43.366031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:35:43.406184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:35:43.407277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-29T20:35:43.408674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-29T20:35:43.411110] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:43.435319] [DEBUG] [MAG       ] CRTO: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:43.455322] [DEBUG] [MAG       ] GPRK: Last date is validated at 2025-12-29
[2025-12-29T20:35:43.507692] [DEBUG] [MAG       ] TSCO: Last date is validated at 2025-12-29
[2025-12-29T20:35:43.526710] [INFO ] [LOCAL     ] CRTO: Saved forecast.
[2025-12-29T20:35:43.526781] [INFO ] [main      ] CRTO: Signal=1 (Conf=100.0%), Magnitude=3.09% (Conf=68.8112%)
[2025-12-29T20:35:43.527117] [INFO ] [main      ] Fetching symbol history for NVD...
[2025-12-29T20:35:43.527169] [DEBUG] [REMOTE    ] NVD: Fetching historical data.
[2025-12-29T20:35:43.527654] [INFO ] [main      ] Progress: 53/403 forecasts completed (13.2%). CRTO finished in 0.7s. ETA: 1m 3s. Rate: 335.31 forecasts/min
[2025-12-29T20:35:43.541277] [DEBUG] [REMOTE    ] NVD: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:43.545318] [DEBUG] [LOCAL     ] Loaded configuration for NVD: 4 features, N/A% accuracy
[2025-12-29T20:35:43.545372] [INFO ] [LOCAL     ] NVD: Loaded 4 optimal features with 62.99% confidence from JSON config
[2025-12-29T20:35:43.545403] [DEBUG] [MAG       ] Building data for symbol: NVD with lookback: 0
[2025-12-29T20:35:43.546242] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:35:43.546305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:43.551282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:43.553100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:43.553609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:35:43.554417] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:43.624760] [DEBUG] [MAG       ] GPRK: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:43.676675] [DEBUG] [MAG       ] TSCO: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:43.685849] [INFO ] [LOCAL     ] GPRK: Saved forecast.
[2025-12-29T20:35:43.685917] [INFO ] [main      ] GPRK: Signal=1 (Conf=100.0%), Magnitude=0.38% (Conf=39.8611%)
[2025-12-29T20:35:43.686288] [INFO ] [main      ] Progress: 54/403 forecasts completed (13.4%). GPRK finished in 0.6s. ETA: 1m 2s. Rate: 336.02 forecasts/min
[2025-12-29T20:35:43.686410] [INFO ] [main      ] Fetching symbol history for ERO...
[2025-12-29T20:35:43.686453] [DEBUG] [REMOTE    ] ERO: Fetching historical data.
[2025-12-29T20:35:43.699625] [DEBUG] [REMOTE    ] ERO: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:43.700659] [DEBUG] [LOCAL     ] Loaded configuration for ERO: 6 features, N/A% accuracy
[2025-12-29T20:35:43.700722] [INFO ] [LOCAL     ] ERO: Loaded 6 optimal features with 63.20% confidence from JSON config
[2025-12-29T20:35:43.700760] [DEBUG] [MAG       ] Building data for symbol: ERO with lookback: 0
[2025-12-29T20:35:43.701557] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:35:43.701645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:43.706549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:43.708541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:43.709141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-29T20:35:43.709922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-29T20:35:43.710977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-29T20:35:43.713531] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:43.764405] [INFO ] [LOCAL     ] TSCO: Saved forecast.
[2025-12-29T20:35:43.764471] [INFO ] [main      ] TSCO: Signal=1 (Conf=100.0%), Magnitude=-3.08% (Conf=57.798%)
[2025-12-29T20:35:43.764687] [DEBUG] [MAG       ] AMRX: Last date is validated at 2025-12-29
[2025-12-29T20:35:43.764950] [INFO ] [main      ] Fetching symbol history for FG...
[2025-12-29T20:35:43.765004] [DEBUG] [REMOTE    ] FG: Fetching historical data.
[2025-12-29T20:35:43.764978] [INFO ] [main      ] Progress: 55/403 forecasts completed (13.6%). TSCO finished in 0.6s. ETA: 1m 2s. Rate: 339.47 forecasts/min
[2025-12-29T20:35:43.777906] [DEBUG] [REMOTE    ] FG: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:43.779101] [DEBUG] [LOCAL     ] Loaded configuration for FG: 3 features, N/A% accuracy
[2025-12-29T20:35:43.779152] [INFO ] [LOCAL     ] FG: Loaded 3 optimal features with 52.95% confidence from JSON config
[2025-12-29T20:35:43.779183] [DEBUG] [MAG       ] Building data for symbol: FG with lookback: 0
[2025-12-29T20:35:43.780026] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:35:43.780086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:43.781825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:43.782337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-29T20:35:43.784024] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:43.900759] [DEBUG] [MAG       ] NVD: Last date is validated at 2025-12-29
[2025-12-29T20:35:43.942072] [DEBUG] [MAG       ] AMRX: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:44.010539] [INFO ] [LOCAL     ] AMRX: Saved forecast.
[2025-12-29T20:35:44.010631] [INFO ] [main      ] AMRX: Signal=1 (Conf=100.0%), Magnitude=-0.41% (Conf=52.9259%)
[2025-12-29T20:35:44.011040] [INFO ] [main      ] Fetching symbol history for AMRC...
[2025-12-29T20:35:44.011093] [DEBUG] [REMOTE    ] AMRC: Fetching historical data.
[2025-12-29T20:35:44.012657] [INFO ] [main      ] Progress: 56/403 forecasts completed (13.9%). AMRX finished in 0.7s. ETA: 1m 2s. Rate: 337.05 forecasts/min
[2025-12-29T20:35:44.023675] [DEBUG] [REMOTE    ] AMRC: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:44.025253] [DEBUG] [LOCAL     ] Loaded configuration for AMRC: 5 features, N/A% accuracy
[2025-12-29T20:35:44.025317] [INFO ] [LOCAL     ] AMRC: Loaded 5 optimal features with 55.30% confidence from JSON config
[2025-12-29T20:35:44.025349] [DEBUG] [MAG       ] Building data for symbol: AMRC with lookback: 0
[2025-12-29T20:35:44.026265] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:35:44.026335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:35:44.053039] [DEBUG] [MAG       ] ERO: Last date is validated at 2025-12-29
[2025-12-29T20:35:44.065617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-29T20:35:44.067758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-29T20:35:44.071114] [DEBUG] [MAG       ] NVD: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:44.072317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-29T20:35:44.074418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-29T20:35:44.075188] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:44.123984] [DEBUG] [MAG       ] FG: Last date is validated at 2025-12-29
[2025-12-29T20:35:44.172113] [INFO ] [LOCAL     ] NVD: Saved forecast.
[2025-12-29T20:35:44.172179] [INFO ] [main      ] NVD: Signal=1 (Conf=100.0%), Magnitude=-3.21% (Conf=62.9905%)
[2025-12-29T20:35:44.172548] [INFO ] [main      ] Fetching symbol history for WMS...
[2025-12-29T20:35:44.172615] [DEBUG] [REMOTE    ] WMS: Fetching historical data.
[2025-12-29T20:35:44.172643] [INFO ] [main      ] Progress: 57/403 forecasts completed (14.1%). NVD finished in 0.6s. ETA: 1m 1s. Rate: 337.65 forecasts/min
[2025-12-29T20:35:44.187246] [DEBUG] [REMOTE    ] WMS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:44.188332] [DEBUG] [LOCAL     ] Loaded configuration for WMS: 1 features, N/A% accuracy
[2025-12-29T20:35:44.188384] [INFO ] [LOCAL     ] WMS: Loaded 1 optimal features with 49.97% confidence from JSON config
[2025-12-29T20:35:44.188415] [DEBUG] [MAG       ] Building data for symbol: WMS with lookback: 0
[2025-12-29T20:35:44.189262] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-29T20:35:44.189322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-29T20:35:44.192389] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:44.220743] [DEBUG] [MAG       ] ERO: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:44.294454] [DEBUG] [MAG       ] FG: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:44.299858] [INFO ] [LOCAL     ] ERO: Saved forecast.
[2025-12-29T20:35:44.299924] [INFO ] [main      ] ERO: Signal=1 (Conf=100.0%), Magnitude=-3.37% (Conf=63.2%)
[2025-12-29T20:35:44.300094] [INFO ] [main      ] Fetching symbol history for BELFB...
[2025-12-29T20:35:44.300138] [DEBUG] [REMOTE    ] BELFB: Fetching historical data.
[2025-12-29T20:35:44.300995] [INFO ] [main      ] Progress: 58/403 forecasts completed (14.4%). ERO finished in 0.6s. ETA: 1m 1s. Rate: 339.28 forecasts/min
[2025-12-29T20:35:44.314553] [DEBUG] [REMOTE    ] BELFB: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:44.315443] [DEBUG] [LOCAL     ] Loaded configuration for BELFB: 4 features, N/A% accuracy
[2025-12-29T20:35:44.315494] [INFO ] [LOCAL     ] BELFB: Loaded 4 optimal features with 52.60% confidence from JSON config
[2025-12-29T20:35:44.315526] [DEBUG] [MAG       ] Building data for symbol: BELFB with lookback: 0
[2025-12-29T20:35:44.316304] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:35:44.316364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:44.321274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:35:44.322218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-29T20:35:44.322878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-29T20:35:44.324670] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:44.383305] [INFO ] [LOCAL     ] FG: Saved forecast.
[2025-12-29T20:35:44.383369] [INFO ] [main      ] FG: Signal=1 (Conf=100.0%), Magnitude=-1.18% (Conf=52.9485%)
[2025-12-29T20:35:44.383547] [INFO ] [main      ] Fetching symbol history for BHRB...
[2025-12-29T20:35:44.383607] [DEBUG] [REMOTE    ] BHRB: Fetching historical data.
[2025-12-29T20:35:44.384650] [INFO ] [main      ] Progress: 59/403 forecasts completed (14.6%). FG finished in 0.6s. ETA: 1m 0s. Rate: 342.34 forecasts/min
[2025-12-29T20:35:44.396543] [DEBUG] [REMOTE    ] BHRB: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:44.397426] [DEBUG] [LOCAL     ] Loaded configuration for BHRB: 5 features, N/A% accuracy
[2025-12-29T20:35:44.397477] [INFO ] [LOCAL     ] BHRB: Loaded 5 optimal features with 52.06% confidence from JSON config
[2025-12-29T20:35:44.397515] [DEBUG] [MAG       ] Building data for symbol: BHRB with lookback: 0
[2025-12-29T20:35:44.398302] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:35:44.398363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:44.400138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:44.400681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:44.401084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:35:44.401994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-29T20:35:44.443044] [DEBUG] [MAG       ] AMRC: Last date is validated at 2025-12-29
[2025-12-29T20:35:44.478432] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:44.541451] [DEBUG] [MAG       ] WMS: Last date is validated at 2025-12-29
[2025-12-29T20:35:44.614252] [DEBUG] [MAG       ] AMRC: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:44.664491] [DEBUG] [MAG       ] BELFB: Last date is validated at 2025-12-29
[2025-12-29T20:35:44.710039] [INFO ] [LOCAL     ] AMRC: Saved forecast.
[2025-12-29T20:35:44.710109] [INFO ] [main      ] AMRC: Signal=1 (Conf=100.0%), Magnitude=8.70% (Conf=55.3045%)
[2025-12-29T20:35:44.710463] [INFO ] [main      ] Fetching symbol history for PDYN...
[2025-12-29T20:35:44.710514] [DEBUG] [REMOTE    ] PDYN: Fetching historical data.
[2025-12-29T20:35:44.710651] [INFO ] [main      ] Progress: 60/403 forecasts completed (14.9%). AMRC finished in 0.7s. ETA: 1m 1s. Rate: 337.50 forecasts/min
[2025-12-29T20:35:44.718878] [DEBUG] [MAG       ] WMS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:44.721354] [DEBUG] [REMOTE    ] PDYN: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:44.722399] [DEBUG] [LOCAL     ] Loaded configuration for PDYN: 5 features, N/A% accuracy
[2025-12-29T20:35:44.722449] [INFO ] [LOCAL     ] PDYN: Loaded 5 optimal features with 48.40% confidence from JSON config
[2025-12-29T20:35:44.722480] [DEBUG] [MAG       ] Building data for symbol: PDYN with lookback: 0
[2025-12-29T20:35:44.723281] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:35:44.723343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:44.728140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:44.729949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:44.730416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:35:44.769473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-29T20:35:44.772437] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:44.822895] [DEBUG] [MAG       ] BHRB: Last date is validated at 2025-12-29
[2025-12-29T20:35:44.832849] [INFO ] [LOCAL     ] WMS: Saved forecast.
[2025-12-29T20:35:44.832916] [INFO ] [main      ] WMS: Signal=1 (Conf=100.0%), Magnitude=-1.35% (Conf=49.9748%)
[2025-12-29T20:35:44.833288] [INFO ] [main      ] Fetching symbol history for BUXX...
[2025-12-29T20:35:44.833357] [DEBUG] [REMOTE    ] BUXX: Fetching historical data.
[2025-12-29T20:35:44.833492] [INFO ] [main      ] Progress: 61/403 forecasts completed (15.1%). WMS finished in 0.7s. ETA: 1m 0s. Rate: 339.22 forecasts/min
[2025-12-29T20:35:44.833361] [DEBUG] [MAG       ] BELFB: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:44.845335] [DEBUG] [REMOTE    ] BUXX: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:44.846499] [DEBUG] [LOCAL     ] Loaded configuration for BUXX: 29 features, N/A% accuracy
[2025-12-29T20:35:44.846664] [INFO ] [LOCAL     ] BUXX: Loaded 29 optimal features with 15.70% confidence from JSON config
[2025-12-29T20:35:44.846705] [DEBUG] [MAG       ] Building data for symbol: BUXX with lookback: 0
[2025-12-29T20:35:44.847834] [DEBUG] [FEATURES  ] DataBuilder: Executing 29 feature methods.
[2025-12-29T20:35:44.847918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:44.853197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:44.855159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:44.855704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:44.856155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:44.856561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:35:44.857347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:35:44.858185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:35:44.860982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:35:44.936075] [INFO ] [LOCAL     ] BELFB: Saved forecast.
[2025-12-29T20:35:44.936140] [INFO ] [main      ] BELFB: Signal=1 (Conf=100.0%), Magnitude=0.38% (Conf=52.5969%)
[2025-12-29T20:35:44.936493] [INFO ] [main      ] Progress: 62/403 forecasts completed (15.4%). BELFB finished in 0.6s. ETA: 59.9s. Rate: 341.52 forecasts/min
[2025-12-29T20:35:44.936635] [INFO ] [main      ] Fetching symbol history for CFG...
[2025-12-29T20:35:44.936680] [DEBUG] [REMOTE    ] CFG: Fetching historical data.
[2025-12-29T20:35:44.948552] [DEBUG] [REMOTE    ] CFG: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:44.949386] [DEBUG] [LOCAL     ] Loaded configuration for CFG: 5 features, N/A% accuracy
[2025-12-29T20:35:44.949435] [INFO ] [LOCAL     ] CFG: Loaded 5 optimal features with 60.82% confidence from JSON config
[2025-12-29T20:35:44.949466] [DEBUG] [MAG       ] Building data for symbol: CFG with lookback: 0
[2025-12-29T20:35:44.950261] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:35:44.950320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:44.952215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:44.952746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:44.953148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:35:44.954091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:35:44.956554] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:44.984445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:35:44.986560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:35:44.999418] [DEBUG] [MAG       ] BHRB: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:45.027803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:35:45.029162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:35:45.071464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-29T20:35:45.072686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-29T20:35:45.074054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-29T20:35:45.089807] [INFO ] [LOCAL     ] BHRB: Saved forecast.
[2025-12-29T20:35:45.089873] [INFO ] [main      ] BHRB: Signal=1 (Conf=100.0%), Magnitude=-1.34% (Conf=52.0623%)
[2025-12-29T20:35:45.090029] [INFO ] [main      ] Fetching symbol history for EDF...
[2025-12-29T20:35:45.090072] [DEBUG] [REMOTE    ] EDF: Fetching historical data.
[2025-12-29T20:35:45.091661] [INFO ] [main      ] Progress: 63/403 forecasts completed (15.6%). BHRB finished in 0.7s. ETA: 59.6s. Rate: 342.15 forecasts/min
[2025-12-29T20:35:45.102188] [DEBUG] [REMOTE    ] EDF: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:45.104764] [DEBUG] [LOCAL     ] Loaded configuration for EDF: 7 features, N/A% accuracy
[2025-12-29T20:35:45.104817] [INFO ] [LOCAL     ] EDF: Loaded 7 optimal features with 20.09% confidence from JSON config
[2025-12-29T20:35:45.104848] [DEBUG] [MAG       ] Building data for symbol: EDF with lookback: 0
[2025-12-29T20:35:45.105681] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-29T20:35:45.105756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:45.111970] [DEBUG] [MAG       ] PDYN: Last date is validated at 2025-12-29
[2025-12-29T20:35:45.112053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:35:45.114729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-29T20:35:45.115944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:45.117898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:45.118432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-29T20:35:45.119676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-29T20:35:45.121895] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:45.156069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-29T20:35:45.157023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-29T20:35:45.158995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-29T20:35:45.161862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-29T20:35:45.163005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-29T20:35:45.165150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-29T20:35:45.165977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-29T20:35:45.170479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-29T20:35:45.171758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-29T20:35:45.173219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-29T20:35:45.174855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-29T20:35:45.178057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-29T20:35:45.178811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-29T20:35:45.179557] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:45.280291] [DEBUG] [MAG       ] PDYN: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:45.289921] [DEBUG] [MAG       ] CFG: Last date is validated at 2025-12-29
[2025-12-29T20:35:45.365635] [INFO ] [LOCAL     ] PDYN: Saved forecast.
[2025-12-29T20:35:45.365710] [INFO ] [main      ] PDYN: Signal=1 (Conf=100.0%), Magnitude=-3.97% (Conf=48.4002%)
[2025-12-29T20:35:45.366047] [INFO ] [main      ] Fetching symbol history for SCSC...
[2025-12-29T20:35:45.366097] [DEBUG] [REMOTE    ] SCSC: Fetching historical data.
[2025-12-29T20:35:45.366653] [INFO ] [main      ] Progress: 64/403 forecasts completed (15.9%). PDYN finished in 0.7s. ETA: 60.0s. Rate: 339.14 forecasts/min
[2025-12-29T20:35:45.378299] [DEBUG] [REMOTE    ] SCSC: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:45.379234] [DEBUG] [LOCAL     ] Loaded configuration for SCSC: 2 features, N/A% accuracy
[2025-12-29T20:35:45.379286] [INFO ] [LOCAL     ] SCSC: Loaded 2 optimal features with 53.38% confidence from JSON config
[2025-12-29T20:35:45.379316] [DEBUG] [MAG       ] Building data for symbol: SCSC with lookback: 0
[2025-12-29T20:35:45.380119] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:35:45.380178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:45.384975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:35:45.385799] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:45.462860] [DEBUG] [MAG       ] CFG: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:45.469508] [DEBUG] [MAG       ] EDF: Last date is validated at 2025-12-29
[2025-12-29T20:35:45.523455] [DEBUG] [MAG       ] BUXX: Last date is validated at 2025-12-29
[2025-12-29T20:35:45.551773] [INFO ] [LOCAL     ] CFG: Saved forecast.
[2025-12-29T20:35:45.551839] [INFO ] [main      ] CFG: Signal=1 (Conf=100.0%), Magnitude=0.88% (Conf=60.823%)
[2025-12-29T20:35:45.551991] [INFO ] [main      ] Fetching symbol history for GEL...
[2025-12-29T20:35:45.552034] [DEBUG] [REMOTE    ] GEL: Fetching historical data.
[2025-12-29T20:35:45.552909] [INFO ] [main      ] Progress: 65/403 forecasts completed (16.1%). CFG finished in 0.6s. ETA: 59.8s. Rate: 338.87 forecasts/min
[2025-12-29T20:35:45.564642] [DEBUG] [REMOTE    ] GEL: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:45.565845] [DEBUG] [LOCAL     ] Loaded configuration for GEL: 12 features, N/A% accuracy
[2025-12-29T20:35:45.566083] [INFO ] [LOCAL     ] GEL: Loaded 12 optimal features with 36.11% confidence from JSON config
[2025-12-29T20:35:45.566114] [DEBUG] [MAG       ] Building data for symbol: GEL with lookback: 0
[2025-12-29T20:35:45.566930] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2025-12-29T20:35:45.567002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:45.572040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:45.578130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:45.578649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:45.579077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:35:45.579821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:35:45.626461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-29T20:35:45.639955] [DEBUG] [MAG       ] EDF: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:45.694826] [DEBUG] [MAG       ] BUXX: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:45.701979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:45.702484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-29T20:35:45.703499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-29T20:35:45.705145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-29T20:35:45.706188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-29T20:35:45.706883] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:45.727118] [DEBUG] [MAG       ] SCSC: Last date is validated at 2025-12-29
[2025-12-29T20:35:45.762515] [INFO ] [LOCAL     ] EDF: Saved forecast.
[2025-12-29T20:35:45.762597] [INFO ] [main      ] EDF: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=20.0937%)
[2025-12-29T20:35:45.762920] [INFO ] [main      ] Fetching symbol history for PWP...
[2025-12-29T20:35:45.762969] [DEBUG] [REMOTE    ] PWP: Fetching historical data.
[2025-12-29T20:35:45.763662] [INFO ] [main      ] Progress: 66/403 forecasts completed (16.4%). EDF finished in 0.7s. ETA: 59.8s. Rate: 337.89 forecasts/min
[2025-12-29T20:35:45.775106] [DEBUG] [REMOTE    ] PWP: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:45.776217] [DEBUG] [LOCAL     ] Loaded configuration for PWP: 3 features, N/A% accuracy
[2025-12-29T20:35:45.776269] [INFO ] [LOCAL     ] PWP: Loaded 3 optimal features with 50.79% confidence from JSON config
[2025-12-29T20:35:45.776300] [DEBUG] [MAG       ] Building data for symbol: PWP with lookback: 0
[2025-12-29T20:35:45.777115] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:35:45.777185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:35:45.778099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:35:45.780662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-29T20:35:45.781341] [INFO ] [LOCAL     ] BUXX: Saved forecast.
[2025-12-29T20:35:45.781403] [INFO ] [main      ] BUXX: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=15.6976%)
[2025-12-29T20:35:45.781800] [INFO ] [main      ] Fetching symbol history for BPYPO...
[2025-12-29T20:35:45.781853] [DEBUG] [REMOTE    ] BPYPO: Fetching historical data.
[2025-12-29T20:35:45.781823] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:45.782655] [INFO ] [main      ] Progress: 67/403 forecasts completed (16.6%). BUXX finished in 0.9s. ETA: 58.9s. Rate: 342.46 forecasts/min
[2025-12-29T20:35:45.793065] [DEBUG] [REMOTE    ] BPYPO: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:45.794262] [DEBUG] [LOCAL     ] Loaded configuration for BPYPO: 10 features, N/A% accuracy
[2025-12-29T20:35:45.794321] [INFO ] [LOCAL     ] BPYPO: Loaded 10 optimal features with 46.20% confidence from JSON config
[2025-12-29T20:35:45.794352] [DEBUG] [MAG       ] Building data for symbol: BPYPO with lookback: 0
[2025-12-29T20:35:45.795149] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-29T20:35:45.795215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:45.796981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:45.797511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:45.798252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:35:45.799051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:35:45.801482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-29T20:35:45.802175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-29T20:35:45.804016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-29T20:35:45.823439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-29T20:35:45.824588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-29T20:35:45.826293] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:45.894287] [DEBUG] [MAG       ] SCSC: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:45.982318] [INFO ] [LOCAL     ] SCSC: Saved forecast.
[2025-12-29T20:35:45.982389] [INFO ] [main      ] SCSC: Signal=1 (Conf=100.0%), Magnitude=-3.81% (Conf=53.3767%)
[2025-12-29T20:35:45.982592] [INFO ] [main      ] Fetching symbol history for ABUS...
[2025-12-29T20:35:45.982639] [DEBUG] [REMOTE    ] ABUS: Fetching historical data.
[2025-12-29T20:35:45.982884] [INFO ] [main      ] Progress: 68/403 forecasts completed (16.9%). SCSC finished in 0.6s. ETA: 58.8s. Rate: 341.74 forecasts/min
[2025-12-29T20:35:45.993260] [DEBUG] [REMOTE    ] ABUS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:45.994149] [DEBUG] [LOCAL     ] Loaded configuration for ABUS: 5 features, N/A% accuracy
[2025-12-29T20:35:45.994200] [INFO ] [LOCAL     ] ABUS: Loaded 5 optimal features with 54.70% confidence from JSON config
[2025-12-29T20:35:45.994231] [DEBUG] [MAG       ] Building data for symbol: ABUS with lookback: 0
[2025-12-29T20:35:45.995025] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:35:45.995088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:45.996803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:45.997294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:45.997704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:35:46.123764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-29T20:35:46.126045] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:46.146554] [DEBUG] [MAG       ] GEL: Last date is validated at 2025-12-29
[2025-12-29T20:35:46.213615] [DEBUG] [MAG       ] PWP: Last date is validated at 2025-12-29
[2025-12-29T20:35:46.262380] [DEBUG] [MAG       ] BPYPO: Last date is validated at 2025-12-29
[2025-12-29T20:35:46.314866] [DEBUG] [MAG       ] GEL: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:46.384831] [DEBUG] [MAG       ] PWP: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:46.389566] [INFO ] [LOCAL     ] GEL: Saved forecast.
[2025-12-29T20:35:46.389656] [INFO ] [main      ] GEL: Signal=1 (Conf=100.0%), Magnitude=-0.77% (Conf=36.1082%)
[2025-12-29T20:35:46.389819] [INFO ] [main      ] Fetching symbol history for MBX...
[2025-12-29T20:35:46.389864] [DEBUG] [REMOTE    ] MBX: Fetching historical data.
[2025-12-29T20:35:46.390837] [INFO ] [main      ] Progress: 69/403 forecasts completed (17.1%). GEL finished in 0.8s. ETA: 59.8s. Rate: 335.31 forecasts/min
[2025-12-29T20:35:46.402138] [DEBUG] [REMOTE    ] MBX: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:46.403291] [DEBUG] [LOCAL     ] Loaded configuration for MBX: 2 features, N/A% accuracy
[2025-12-29T20:35:46.403342] [INFO ] [LOCAL     ] MBX: Loaded 2 optimal features with 50.48% confidence from JSON config
[2025-12-29T20:35:46.403372] [DEBUG] [MAG       ] Building data for symbol: MBX with lookback: 0
[2025-12-29T20:35:46.404376] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:35:46.404435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-29T20:35:46.405597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-29T20:35:46.411545] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:46.435927] [DEBUG] [MAG       ] BPYPO: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:46.462982] [INFO ] [LOCAL     ] PWP: Saved forecast.
[2025-12-29T20:35:46.463048] [INFO ] [main      ] PWP: Signal=1 (Conf=90.0%), Magnitude=4.72% (Conf=50.7922%)
[2025-12-29T20:35:46.463214] [INFO ] [main      ] Fetching symbol history for KKRS...
[2025-12-29T20:35:46.463258] [DEBUG] [REMOTE    ] KKRS: Fetching historical data.
[2025-12-29T20:35:46.463840] [INFO ] [main      ] Progress: 70/403 forecasts completed (17.4%). PWP finished in 0.7s. ETA: 59.1s. Rate: 338.17 forecasts/min
[2025-12-29T20:35:46.474457] [DEBUG] [REMOTE    ] KKRS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:46.475507] [DEBUG] [LOCAL     ] Loaded configuration for KKRS: 5 features, N/A% accuracy
[2025-12-29T20:35:46.475567] [INFO ] [LOCAL     ] KKRS: Loaded 5 optimal features with 61.50% confidence from JSON config
[2025-12-29T20:35:46.475624] [DEBUG] [MAG       ] Building data for symbol: KKRS with lookback: 0
[2025-12-29T20:35:46.476446] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:35:46.476510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:46.478310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:46.478893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:46.479299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-29T20:35:46.483741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-29T20:35:46.485265] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:46.562286] [DEBUG] [MAG       ] ABUS: Last date is validated at 2025-12-29
[2025-12-29T20:35:46.572301] [INFO ] [LOCAL     ] BPYPO: Saved forecast.
[2025-12-29T20:35:46.572367] [INFO ] [main      ] BPYPO: Signal=1 (Conf=90.0%), Magnitude=-0.60% (Conf=46.2004%)
[2025-12-29T20:35:46.572522] [INFO ] [main      ] Fetching symbol history for BYRN...
[2025-12-29T20:35:46.572565] [DEBUG] [REMOTE    ] BYRN: Fetching historical data.
[2025-12-29T20:35:46.572807] [INFO ] [main      ] Progress: 71/403 forecasts completed (17.6%). BPYPO finished in 0.8s. ETA: 58.6s. Rate: 340.02 forecasts/min
[2025-12-29T20:35:46.584408] [DEBUG] [REMOTE    ] BYRN: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:46.585420] [DEBUG] [LOCAL     ] Loaded configuration for BYRN: 5 features, N/A% accuracy
[2025-12-29T20:35:46.585471] [INFO ] [LOCAL     ] BYRN: Loaded 5 optimal features with 52.32% confidence from JSON config
[2025-12-29T20:35:46.585511] [DEBUG] [MAG       ] Building data for symbol: BYRN with lookback: 0
[2025-12-29T20:35:46.586312] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:35:46.586374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:46.591264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:46.593099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:46.593595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:35:46.595985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:35:46.646772] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:46.733499] [DEBUG] [MAG       ] ABUS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:46.751905] [DEBUG] [MAG       ] MBX: Last date is validated at 2025-12-29
[2025-12-29T20:35:46.793819] [INFO ] [LOCAL     ] ABUS: Saved forecast.
[2025-12-29T20:35:46.793909] [INFO ] [main      ] ABUS: Signal=1 (Conf=90.0%), Magnitude=-1.28% (Conf=54.6981%)
[2025-12-29T20:35:46.794308] [INFO ] [main      ] Fetching symbol history for SCL...
[2025-12-29T20:35:46.794365] [DEBUG] [REMOTE    ] SCL: Fetching historical data.
[2025-12-29T20:35:46.794648] [INFO ] [main      ] Progress: 72/403 forecasts completed (17.9%). ABUS finished in 0.8s. ETA: 58.6s. Rate: 338.81 forecasts/min
[2025-12-29T20:35:46.807063] [DEBUG] [REMOTE    ] SCL: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:46.808108] [DEBUG] [LOCAL     ] Loaded configuration for SCL: 3 features, N/A% accuracy
[2025-12-29T20:35:46.808531] [INFO ] [LOCAL     ] SCL: Loaded 3 optimal features with 53.92% confidence from JSON config
[2025-12-29T20:35:46.808570] [DEBUG] [MAG       ] Building data for symbol: SCL with lookback: 0
[2025-12-29T20:35:46.809597] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:35:46.809660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:35:46.810694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:35:46.833381] [DEBUG] [MAG       ] KKRS: Last date is validated at 2025-12-29
[2025-12-29T20:35:46.865862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-29T20:35:46.866782] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:46.921626] [DEBUG] [MAG       ] MBX: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:46.991012] [DEBUG] [MAG       ] BYRN: Last date is validated at 2025-12-29
[2025-12-29T20:35:47.016496] [INFO ] [LOCAL     ] MBX: Saved forecast.
[2025-12-29T20:35:47.016587] [INFO ] [main      ] MBX: Signal=1 (Conf=90.0%), Magnitude=2.47% (Conf=50.4812%)
[2025-12-29T20:35:47.016466] [DEBUG] [MAG       ] KKRS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:47.019161] [INFO ] [main      ] Progress: 73/403 forecasts completed (18.1%). MBX finished in 0.6s. ETA: 58.7s. Rate: 337.57 forecasts/min
[2025-12-29T20:35:47.019317] [INFO ] [main      ] Fetching symbol history for PVH...
[2025-12-29T20:35:47.019362] [DEBUG] [REMOTE    ] PVH: Fetching historical data.
[2025-12-29T20:35:47.031134] [DEBUG] [REMOTE    ] PVH: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:47.032057] [DEBUG] [LOCAL     ] Loaded configuration for PVH: 2 features, N/A% accuracy
[2025-12-29T20:35:47.032107] [INFO ] [LOCAL     ] PVH: Loaded 2 optimal features with 47.33% confidence from JSON config
[2025-12-29T20:35:47.032137] [DEBUG] [MAG       ] Building data for symbol: PVH with lookback: 0
[2025-12-29T20:35:47.032974] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:35:47.033033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:47.038287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-29T20:35:47.040138] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:47.079827] [INFO ] [LOCAL     ] KKRS: Saved forecast.
[2025-12-29T20:35:47.079895] [INFO ] [main      ] KKRS: Signal=1 (Conf=90.0%), Magnitude=0.53% (Conf=61.5009%)
[2025-12-29T20:35:47.080368] [INFO ] [main      ] Fetching symbol history for KURA...
[2025-12-29T20:35:47.080433] [DEBUG] [REMOTE    ] KURA: Fetching historical data.
[2025-12-29T20:35:47.080663] [INFO ] [main      ] Progress: 74/403 forecasts completed (18.4%). KKRS finished in 0.6s. ETA: 58.0s. Rate: 340.58 forecasts/min
[2025-12-29T20:35:47.092641] [DEBUG] [REMOTE    ] KURA: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:47.093692] [DEBUG] [LOCAL     ] Loaded configuration for KURA: 2 features, N/A% accuracy
[2025-12-29T20:35:47.093750] [INFO ] [LOCAL     ] KURA: Loaded 2 optimal features with 54.42% confidence from JSON config
[2025-12-29T20:35:47.093783] [DEBUG] [MAG       ] Building data for symbol: KURA with lookback: 0
[2025-12-29T20:35:47.094651] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:35:47.094724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-29T20:35:47.097241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:47.099177] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:47.159000] [DEBUG] [MAG       ] BYRN: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:47.215678] [DEBUG] [MAG       ] SCL: Last date is validated at 2025-12-29
[2025-12-29T20:35:47.252641] [INFO ] [LOCAL     ] BYRN: Saved forecast.
[2025-12-29T20:35:47.252708] [INFO ] [main      ] BYRN: Signal=1 (Conf=90.0%), Magnitude=-6.18% (Conf=52.3208%)
[2025-12-29T20:35:47.253066] [INFO ] [main      ] Fetching symbol history for BGY...
[2025-12-29T20:35:47.253118] [DEBUG] [REMOTE    ] BGY: Fetching historical data.
[2025-12-29T20:35:47.253653] [INFO ] [main      ] Progress: 75/403 forecasts completed (18.6%). BYRN finished in 0.7s. ETA: 57.8s. Rate: 340.66 forecasts/min
[2025-12-29T20:35:47.265378] [DEBUG] [REMOTE    ] BGY: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:47.266664] [DEBUG] [LOCAL     ] Loaded configuration for BGY: 5 features, N/A% accuracy
[2025-12-29T20:35:47.266715] [INFO ] [LOCAL     ] BGY: Loaded 5 optimal features with 36.50% confidence from JSON config
[2025-12-29T20:35:47.266747] [DEBUG] [MAG       ] Building data for symbol: BGY with lookback: 0
[2025-12-29T20:35:47.267548] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:35:47.267626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:47.272448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:47.274244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:47.274769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:47.275163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:35:47.276030] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:47.377725] [DEBUG] [MAG       ] PVH: Last date is validated at 2025-12-29
[2025-12-29T20:35:47.385600] [DEBUG] [MAG       ] SCL: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:47.467596] [DEBUG] [MAG       ] KURA: Last date is validated at 2025-12-29
[2025-12-29T20:35:47.471452] [INFO ] [LOCAL     ] SCL: Saved forecast.
[2025-12-29T20:35:47.471521] [INFO ] [main      ] SCL: Signal=1 (Conf=90.0%), Magnitude=-2.28% (Conf=53.9248%)
[2025-12-29T20:35:47.471704] [INFO ] [main      ] Fetching symbol history for ADP...
[2025-12-29T20:35:47.471750] [DEBUG] [REMOTE    ] ADP: Fetching historical data.
[2025-12-29T20:35:47.473684] [INFO ] [main      ] Progress: 76/403 forecasts completed (18.9%). SCL finished in 0.7s. ETA: 57.8s. Rate: 339.55 forecasts/min
[2025-12-29T20:35:47.482989] [DEBUG] [REMOTE    ] ADP: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:47.483907] [DEBUG] [LOCAL     ] Loaded configuration for ADP: 9 features, N/A% accuracy
[2025-12-29T20:35:47.483981] [INFO ] [LOCAL     ] ADP: Loaded 9 optimal features with 56.73% confidence from JSON config
[2025-12-29T20:35:47.484015] [DEBUG] [MAG       ] Building data for symbol: ADP with lookback: 0
[2025-12-29T20:35:47.484808] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-29T20:35:47.484872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:47.489728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:47.491502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:47.492004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:35:47.492775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:35:47.495080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:35:47.496770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-29T20:35:47.499513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-29T20:35:47.500630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-29T20:35:47.502255] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:47.546974] [DEBUG] [MAG       ] PVH: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:47.613913] [DEBUG] [MAG       ] BGY: Last date is validated at 2025-12-29
[2025-12-29T20:35:47.649032] [DEBUG] [MAG       ] KURA: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:47.659262] [INFO ] [LOCAL     ] PVH: Saved forecast.
[2025-12-29T20:35:47.659331] [INFO ] [main      ] PVH: Signal=1 (Conf=90.0%), Magnitude=-2.58% (Conf=47.3298%)
[2025-12-29T20:35:47.659690] [INFO ] [main      ] Progress: 77/403 forecasts completed (19.1%). PVH finished in 0.6s. ETA: 57.6s. Rate: 339.31 forecasts/min
[2025-12-29T20:35:47.659811] [INFO ] [main      ] Fetching symbol history for PDP...
[2025-12-29T20:35:47.659852] [DEBUG] [REMOTE    ] PDP: Fetching historical data.
[2025-12-29T20:35:47.671026] [DEBUG] [REMOTE    ] PDP: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:47.672146] [DEBUG] [LOCAL     ] Loaded configuration for PDP: 5 features, N/A% accuracy
[2025-12-29T20:35:47.672199] [INFO ] [LOCAL     ] PDP: Loaded 5 optimal features with 63.96% confidence from JSON config
[2025-12-29T20:35:47.672229] [DEBUG] [MAG       ] Building data for symbol: PDP with lookback: 0
[2025-12-29T20:35:47.673061] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:35:47.673122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:35:47.673862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:35:47.675465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-29T20:35:47.676305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-29T20:35:47.677475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-29T20:35:47.679560] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:47.720345] [INFO ] [LOCAL     ] KURA: Saved forecast.
[2025-12-29T20:35:47.720415] [INFO ] [main      ] KURA: Signal=1 (Conf=90.0%), Magnitude=3.74% (Conf=54.425%)
[2025-12-29T20:35:47.720894] [INFO ] [main      ] Fetching symbol history for KDP...
[2025-12-29T20:35:47.720949] [DEBUG] [REMOTE    ] KDP: Fetching historical data.
[2025-12-29T20:35:47.721653] [INFO ] [main      ] Progress: 78/403 forecasts completed (19.4%). KURA finished in 0.6s. ETA: 57.0s. Rate: 342.16 forecasts/min
[2025-12-29T20:35:47.732777] [DEBUG] [REMOTE    ] KDP: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:47.733702] [DEBUG] [LOCAL     ] Loaded configuration for KDP: 6 features, N/A% accuracy
[2025-12-29T20:35:47.733765] [INFO ] [LOCAL     ] KDP: Loaded 6 optimal features with 60.41% confidence from JSON config
[2025-12-29T20:35:47.733811] [DEBUG] [MAG       ] Building data for symbol: KDP with lookback: 0
[2025-12-29T20:35:47.734679] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:35:47.734742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:47.736501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:47.737140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:47.737560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:35:47.779820] [DEBUG] [MAG       ] BGY: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:47.835970] [INFO ] [LOCAL     ] BGY: Saved forecast.
[2025-12-29T20:35:47.836039] [INFO ] [main      ] BGY: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=36.4979%)
[2025-12-29T20:35:47.836468] [INFO ] [main      ] Fetching symbol history for CARS...
[2025-12-29T20:35:47.836519] [DEBUG] [REMOTE    ] CARS: Fetching historical data.
[2025-12-29T20:35:47.836660] [INFO ] [main      ] Progress: 79/403 forecasts completed (19.6%). BGY finished in 0.6s. ETA: 56.6s. Rate: 343.66 forecasts/min
[2025-12-29T20:35:47.840481] [DEBUG] [MAG       ] ADP: Last date is validated at 2025-12-29
[2025-12-29T20:35:47.849153] [DEBUG] [REMOTE    ] CARS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:47.850140] [DEBUG] [LOCAL     ] Loaded configuration for CARS: 2 features, N/A% accuracy
[2025-12-29T20:35:47.850194] [INFO ] [LOCAL     ] CARS: Loaded 2 optimal features with 47.87% confidence from JSON config
[2025-12-29T20:35:47.850226] [DEBUG] [MAG       ] Building data for symbol: CARS with lookback: 0
[2025-12-29T20:35:47.850845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:35:47.851048] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:35:47.851109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:47.852868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:47.853388] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:47.899525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-29T20:35:47.901559] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:48.011741] [DEBUG] [MAG       ] ADP: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:48.019961] [DEBUG] [MAG       ] PDP: Last date is validated at 2025-12-29
[2025-12-29T20:35:48.147754] [INFO ] [LOCAL     ] ADP: Saved forecast.
[2025-12-29T20:35:48.147822] [INFO ] [main      ] ADP: Signal=1 (Conf=90.0%), Magnitude=0.21% (Conf=56.7338%)
[2025-12-29T20:35:48.148198] [INFO ] [main      ] Fetching symbol history for TDSC...
[2025-12-29T20:35:48.148248] [DEBUG] [REMOTE    ] TDSC: Fetching historical data.
[2025-12-29T20:35:48.149655] [INFO ] [main      ] Progress: 80/403 forecasts completed (19.9%). ADP finished in 0.7s. ETA: 57.0s. Rate: 340.29 forecasts/min
[2025-12-29T20:35:48.159604] [DEBUG] [REMOTE    ] TDSC: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:48.160667] [DEBUG] [LOCAL     ] Loaded configuration for TDSC: 4 features, N/A% accuracy
[2025-12-29T20:35:48.160723] [INFO ] [LOCAL     ] TDSC: Loaded 4 optimal features with 46.18% confidence from JSON config
[2025-12-29T20:35:48.160754] [DEBUG] [MAG       ] Building data for symbol: TDSC with lookback: 0
[2025-12-29T20:35:48.161639] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:35:48.161700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:48.163458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:48.163986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:48.164384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:35:48.165371] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:48.190038] [DEBUG] [MAG       ] CARS: Last date is validated at 2025-12-29
[2025-12-29T20:35:48.193139] [DEBUG] [MAG       ] PDP: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:48.241854] [DEBUG] [MAG       ] KDP: Last date is validated at 2025-12-29
[2025-12-29T20:35:48.300860] [INFO ] [LOCAL     ] PDP: Saved forecast.
[2025-12-29T20:35:48.300928] [INFO ] [main      ] PDP: Signal=1 (Conf=90.0%), Magnitude=-0.10% (Conf=63.9644%)
[2025-12-29T20:35:48.301089] [INFO ] [main      ] Fetching symbol history for GPIX...
[2025-12-29T20:35:48.301132] [DEBUG] [REMOTE    ] GPIX: Fetching historical data.
[2025-12-29T20:35:48.301830] [INFO ] [main      ] Progress: 81/403 forecasts completed (20.1%). PDP finished in 0.6s. ETA: 56.7s. Rate: 340.86 forecasts/min
[2025-12-29T20:35:48.314982] [DEBUG] [REMOTE    ] GPIX: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:48.315813] [DEBUG] [LOCAL     ] Loaded configuration for GPIX: 7 features, N/A% accuracy
[2025-12-29T20:35:48.315867] [INFO ] [LOCAL     ] GPIX: Loaded 7 optimal features with 73.62% confidence from JSON config
[2025-12-29T20:35:48.315898] [DEBUG] [MAG       ] Building data for symbol: GPIX with lookback: 0
[2025-12-29T20:35:48.316754] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-29T20:35:48.316823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:48.321933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:48.323798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:48.324353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:48.324816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:35:48.325722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:35:48.328201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-29T20:35:48.328894] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:48.359013] [DEBUG] [MAG       ] CARS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:48.409932] [DEBUG] [MAG       ] KDP: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:48.426209] [INFO ] [LOCAL     ] CARS: Saved forecast.
[2025-12-29T20:35:48.426277] [INFO ] [main      ] CARS: Signal=1 (Conf=90.0%), Magnitude=4.93% (Conf=47.8687%)
[2025-12-29T20:35:48.426646] [INFO ] [main      ] Fetching symbol history for CTRA...
[2025-12-29T20:35:48.426699] [DEBUG] [REMOTE    ] CTRA: Fetching historical data.
[2025-12-29T20:35:48.426662] [INFO ] [main      ] Progress: 82/403 forecasts completed (20.3%). CARS finished in 0.6s. ETA: 56.3s. Rate: 342.08 forecasts/min
[2025-12-29T20:35:48.438966] [DEBUG] [REMOTE    ] CTRA: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:48.440058] [DEBUG] [LOCAL     ] Loaded configuration for CTRA: 9 features, N/A% accuracy
[2025-12-29T20:35:48.440113] [INFO ] [LOCAL     ] CTRA: Loaded 9 optimal features with 46.89% confidence from JSON config
[2025-12-29T20:35:48.440146] [DEBUG] [MAG       ] Building data for symbol: CTRA with lookback: 0
[2025-12-29T20:35:48.440985] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-29T20:35:48.441229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:48.446686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:48.448534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:48.449111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:48.449515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:35:48.450463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-29T20:35:48.451176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-29T20:35:48.455403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-29T20:35:48.456783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-29T20:35:48.457514] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:48.486964] [INFO ] [LOCAL     ] KDP: Saved forecast.
[2025-12-29T20:35:48.487037] [INFO ] [main      ] KDP: Signal=1 (Conf=90.0%), Magnitude=-0.19% (Conf=60.414%)
[2025-12-29T20:35:48.487401] [INFO ] [main      ] Fetching symbol history for WHD...
[2025-12-29T20:35:48.487451] [DEBUG] [REMOTE    ] WHD: Fetching historical data.
[2025-12-29T20:35:48.487646] [INFO ] [main      ] Progress: 83/403 forecasts completed (20.6%). KDP finished in 0.8s. ETA: 55.7s. Rate: 344.79 forecasts/min
[2025-12-29T20:35:48.502905] [DEBUG] [REMOTE    ] WHD: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:48.504889] [DEBUG] [LOCAL     ] Loaded configuration for WHD: 9 features, N/A% accuracy
[2025-12-29T20:35:48.504942] [INFO ] [LOCAL     ] WHD: Loaded 9 optimal features with 56.35% confidence from JSON config
[2025-12-29T20:35:48.504973] [DEBUG] [MAG       ] Building data for symbol: WHD with lookback: 0
[2025-12-29T20:35:48.505906] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-29T20:35:48.505972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:48.510876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:35:48.513345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-29T20:35:48.515244] [DEBUG] [MAG       ] TDSC: Last date is validated at 2025-12-29
[2025-12-29T20:35:48.516120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:48.517870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:48.518347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-29T20:35:48.519396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-29T20:35:48.521023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-29T20:35:48.522070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-29T20:35:48.522815] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:48.679841] [DEBUG] [MAG       ] GPIX: Last date is validated at 2025-12-29
[2025-12-29T20:35:48.689061] [DEBUG] [MAG       ] TDSC: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:48.750398] [INFO ] [LOCAL     ] TDSC: Saved forecast.
[2025-12-29T20:35:48.750466] [INFO ] [main      ] TDSC: Signal=1 (Conf=90.0%), Magnitude=0.26% (Conf=46.1844%)
[2025-12-29T20:35:48.750862] [INFO ] [main      ] Fetching symbol history for FUND...
[2025-12-29T20:35:48.750913] [DEBUG] [REMOTE    ] FUND: Fetching historical data.
[2025-12-29T20:35:48.752699] [INFO ] [main      ] Progress: 84/403 forecasts completed (20.8%). TDSC finished in 0.6s. ETA: 55.9s. Rate: 342.65 forecasts/min
[2025-12-29T20:35:48.761696] [DEBUG] [REMOTE    ] FUND: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:48.762686] [DEBUG] [LOCAL     ] Loaded configuration for FUND: 0 features, N/A% accuracy
[2025-12-29T20:35:48.762737] [INFO ] [LOCAL     ] FUND: Loaded 0 optimal features with 39.62% confidence from JSON config
[2025-12-29T20:35:48.762768] [DEBUG] [MAG       ] Building data for symbol: FUND with lookback: 0
[2025-12-29T20:35:48.763563] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-29T20:35:48.798931] [DEBUG] [MAG       ] CTRA: Last date is validated at 2025-12-29
[2025-12-29T20:35:48.855944] [DEBUG] [MAG       ] GPIX: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:48.867487] [DEBUG] [MAG       ] WHD: Last date is validated at 2025-12-29
[2025-12-29T20:35:48.936004] [INFO ] [LOCAL     ] GPIX: Saved forecast.
[2025-12-29T20:35:48.938615] [INFO ] [main      ] GPIX: Signal=1 (Conf=90.0%), Magnitude=-0.14% (Conf=73.6211%)
[2025-12-29T20:35:48.938797] [INFO ] [main      ] Fetching symbol history for TGLS...
[2025-12-29T20:35:48.938842] [DEBUG] [REMOTE    ] TGLS: Fetching historical data.
[2025-12-29T20:35:48.939923] [INFO ] [main      ] Progress: 85/403 forecasts completed (21.1%). GPIX finished in 0.6s. ETA: 55.7s. Rate: 342.37 forecasts/min
[2025-12-29T20:35:48.951981] [DEBUG] [REMOTE    ] TGLS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:48.952952] [DEBUG] [LOCAL     ] Loaded configuration for TGLS: 8 features, N/A% accuracy
[2025-12-29T20:35:48.953017] [INFO ] [LOCAL     ] TGLS: Loaded 8 optimal features with 53.00% confidence from JSON config
[2025-12-29T20:35:48.953051] [DEBUG] [MAG       ] Building data for symbol: TGLS with lookback: 0
[2025-12-29T20:35:48.953937] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-29T20:35:48.954005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:48.955808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:48.956341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:48.956846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:48.957281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:35:48.958115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:35:48.966936] [DEBUG] [MAG       ] CTRA: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:49.046670] [INFO ] [LOCAL     ] CTRA: Saved forecast.
[2025-12-29T20:35:49.046737] [INFO ] [main      ] CTRA: Signal=1 (Conf=90.0%), Magnitude=1.79% (Conf=46.8873%)
[2025-12-29T20:35:49.047094] [INFO ] [main      ] Fetching symbol history for BSX...
[2025-12-29T20:35:49.047145] [DEBUG] [REMOTE    ] BSX: Fetching historical data.
[2025-12-29T20:35:49.047364] [DEBUG] [MAG       ] WHD: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:49.047670] [INFO ] [main      ] Progress: 86/403 forecasts completed (21.3%). CTRA finished in 0.6s. ETA: 55.3s. Rate: 343.91 forecasts/min
[2025-12-29T20:35:49.060111] [DEBUG] [REMOTE    ] BSX: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:49.061193] [DEBUG] [LOCAL     ] Loaded configuration for BSX: 8 features, N/A% accuracy
[2025-12-29T20:35:49.061244] [INFO ] [LOCAL     ] BSX: Loaded 8 optimal features with 48.01% confidence from JSON config
[2025-12-29T20:35:49.061277] [DEBUG] [MAG       ] Building data for symbol: BSX with lookback: 0
[2025-12-29T20:35:49.062104] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-29T20:35:49.062178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:49.067073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:49.068926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:49.069423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:49.069833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-29T20:35:49.070594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-29T20:35:49.072461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-29T20:35:49.074599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-29T20:35:49.076292] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:49.078415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-29T20:35:49.106072] [DEBUG] [MAG       ] FUND: Last date is validated at 2025-12-29
[2025-12-29T20:35:49.157852] [INFO ] [LOCAL     ] WHD: Saved forecast.
[2025-12-29T20:35:49.157925] [INFO ] [main      ] WHD: Signal=1 (Conf=90.0%), Magnitude=2.54% (Conf=56.3482%)
[2025-12-29T20:35:49.158300] [INFO ] [main      ] Fetching symbol history for LMBS...
[2025-12-29T20:35:49.158353] [DEBUG] [REMOTE    ] LMBS: Fetching historical data.
[2025-12-29T20:35:49.159654] [INFO ] [main      ] Progress: 87/403 forecasts completed (21.6%). WHD finished in 0.7s. ETA: 54.9s. Rate: 345.34 forecasts/min
[2025-12-29T20:35:49.161153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-29T20:35:49.164443] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:49.170402] [DEBUG] [REMOTE    ] LMBS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:49.171464] [DEBUG] [LOCAL     ] Loaded configuration for LMBS: 4 features, N/A% accuracy
[2025-12-29T20:35:49.171526] [INFO ] [LOCAL     ] LMBS: Loaded 4 optimal features with 46.91% confidence from JSON config
[2025-12-29T20:35:49.171601] [DEBUG] [MAG       ] Building data for symbol: LMBS with lookback: 0
[2025-12-29T20:35:49.172473] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:35:49.172534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:49.177740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:49.179690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:49.180192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:49.180706] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:49.276639] [DEBUG] [MAG       ] FUND: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:49.326494] [INFO ] [LOCAL     ] FUND: Saved forecast.
[2025-12-29T20:35:49.326563] [INFO ] [main      ] FUND: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=39.6219%)
[2025-12-29T20:35:49.326964] [INFO ] [main      ] Fetching symbol history for TMCI...
[2025-12-29T20:35:49.327015] [DEBUG] [REMOTE    ] TMCI: Fetching historical data.
[2025-12-29T20:35:49.328676] [INFO ] [main      ] Progress: 88/403 forecasts completed (21.8%). FUND finished in 0.6s. ETA: 54.7s. Rate: 345.44 forecasts/min
[2025-12-29T20:35:49.338474] [DEBUG] [REMOTE    ] TMCI: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:49.339452] [DEBUG] [LOCAL     ] Loaded configuration for TMCI: 4 features, N/A% accuracy
[2025-12-29T20:35:49.339503] [INFO ] [LOCAL     ] TMCI: Loaded 4 optimal features with 49.26% confidence from JSON config
[2025-12-29T20:35:49.339536] [DEBUG] [MAG       ] Building data for symbol: TMCI with lookback: 0
[2025-12-29T20:35:49.340351] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:35:49.340412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:49.345355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:49.347256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:49.347783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:49.348171] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:49.413285] [DEBUG] [MAG       ] BSX: Last date is validated at 2025-12-29
[2025-12-29T20:35:49.518862] [DEBUG] [MAG       ] TGLS: Last date is validated at 2025-12-29
[2025-12-29T20:35:49.538673] [DEBUG] [MAG       ] LMBS: Last date is validated at 2025-12-29
[2025-12-29T20:35:49.580770] [DEBUG] [MAG       ] BSX: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:49.685083] [INFO ] [LOCAL     ] BSX: Saved forecast.
[2025-12-29T20:35:49.685153] [INFO ] [main      ] BSX: Signal=1 (Conf=90.0%), Magnitude=-0.86% (Conf=48.0086%)
[2025-12-29T20:35:49.685486] [INFO ] [main      ] Fetching symbol history for CECO...
[2025-12-29T20:35:49.685536] [DEBUG] [REMOTE    ] CECO: Fetching historical data.
[2025-12-29T20:35:49.686651] [INFO ] [main      ] Progress: 89/403 forecasts completed (22.1%). BSX finished in 0.6s. ETA: 55.2s. Rate: 341.37 forecasts/min
[2025-12-29T20:35:49.687761] [DEBUG] [MAG       ] TGLS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:49.689248] [DEBUG] [MAG       ] TMCI: Last date is validated at 2025-12-29
[2025-12-29T20:35:49.697512] [DEBUG] [REMOTE    ] CECO: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:49.698426] [DEBUG] [LOCAL     ] Loaded configuration for CECO: 7 features, N/A% accuracy
[2025-12-29T20:35:49.698476] [INFO ] [LOCAL     ] CECO: Loaded 7 optimal features with 56.33% confidence from JSON config
[2025-12-29T20:35:49.698517] [DEBUG] [MAG       ] Building data for symbol: CECO with lookback: 0
[2025-12-29T20:35:49.699363] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-29T20:35:49.699428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:49.704434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:49.706301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:49.706813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:49.707213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:35:49.709668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:35:49.710679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-29T20:35:49.711732] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:49.720478] [DEBUG] [MAG       ] LMBS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:49.778753] [INFO ] [LOCAL     ] LMBS: Saved forecast.
[2025-12-29T20:35:49.778851] [INFO ] [main      ] LMBS: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=46.9091%)
[2025-12-29T20:35:49.779013] [INFO ] [main      ] Fetching symbol history for TTEC...
[2025-12-29T20:35:49.779058] [DEBUG] [REMOTE    ] TTEC: Fetching historical data.
[2025-12-29T20:35:49.780674] [INFO ] [main      ] Progress: 90/403 forecasts completed (22.3%). LMBS finished in 0.6s. ETA: 54.7s. Rate: 343.15 forecasts/min
[2025-12-29T20:35:49.787660] [INFO ] [LOCAL     ] TGLS: Saved forecast.
[2025-12-29T20:35:49.787727] [INFO ] [main      ] TGLS: Signal=1 (Conf=90.0%), Magnitude=2.16% (Conf=53.0028%)
[2025-12-29T20:35:49.788067] [INFO ] [main      ] Progress: 91/403 forecasts completed (22.6%). TGLS finished in 0.8s. ETA: 54.0s. Rate: 346.80 forecasts/min
[2025-12-29T20:35:49.788188] [INFO ] [main      ] Fetching symbol history for VTEX...
[2025-12-29T20:35:49.788229] [DEBUG] [REMOTE    ] VTEX: Fetching historical data.
[2025-12-29T20:35:49.791145] [DEBUG] [REMOTE    ] TTEC: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:49.792015] [DEBUG] [LOCAL     ] Loaded configuration for TTEC: 9 features, N/A% accuracy
[2025-12-29T20:35:49.792068] [INFO ] [LOCAL     ] TTEC: Loaded 9 optimal features with 54.91% confidence from JSON config
[2025-12-29T20:35:49.792100] [DEBUG] [MAG       ] Building data for symbol: TTEC with lookback: 0
[2025-12-29T20:35:49.792972] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-29T20:35:49.793062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:49.795065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:49.795622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:49.796028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:35:49.797925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:35:49.798993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-29T20:35:49.799665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-29T20:35:49.801476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-29T20:35:49.803915] [DEBUG] [REMOTE    ] VTEX: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:49.804679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-29T20:35:49.804826] [DEBUG] [LOCAL     ] Loaded configuration for VTEX: 4 features, N/A% accuracy
[2025-12-29T20:35:49.804878] [INFO ] [LOCAL     ] VTEX: Loaded 4 optimal features with 62.99% confidence from JSON config
[2025-12-29T20:35:49.804909] [DEBUG] [MAG       ] Building data for symbol: VTEX with lookback: 0
[2025-12-29T20:35:49.805707] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:35:49.805765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:49.805769] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:49.810612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:49.812405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:49.812914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:49.813307] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:49.859833] [DEBUG] [MAG       ] TMCI: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:49.927018] [INFO ] [LOCAL     ] TMCI: Saved forecast.
[2025-12-29T20:35:49.927088] [INFO ] [main      ] TMCI: Signal=1 (Conf=90.0%), Magnitude=-4.54% (Conf=49.2561%)
[2025-12-29T20:35:49.927448] [INFO ] [main      ] Fetching symbol history for LGIH...
[2025-12-29T20:35:49.927498] [DEBUG] [REMOTE    ] LGIH: Fetching historical data.
[2025-12-29T20:35:49.927651] [INFO ] [main      ] Progress: 92/403 forecasts completed (22.8%). TMCI finished in 0.6s. ETA: 53.7s. Rate: 347.53 forecasts/min
[2025-12-29T20:35:49.938654] [DEBUG] [REMOTE    ] LGIH: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:49.940110] [DEBUG] [LOCAL     ] Loaded configuration for LGIH: 5 features, N/A% accuracy
[2025-12-29T20:35:49.940161] [INFO ] [LOCAL     ] LGIH: Loaded 5 optimal features with 61.49% confidence from JSON config
[2025-12-29T20:35:49.940192] [DEBUG] [MAG       ] Building data for symbol: LGIH with lookback: 0
[2025-12-29T20:35:49.940995] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:35:49.941056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:49.942770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:49.943265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:49.943718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-29T20:35:49.944497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-29T20:35:49.947193] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:50.052783] [DEBUG] [MAG       ] CECO: Last date is validated at 2025-12-29
[2025-12-29T20:35:50.158362] [DEBUG] [MAG       ] VTEX: Last date is validated at 2025-12-29
[2025-12-29T20:35:50.177915] [DEBUG] [MAG       ] TTEC: Last date is validated at 2025-12-29
[2025-12-29T20:35:50.224528] [DEBUG] [MAG       ] CECO: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:50.311333] [DEBUG] [MAG       ] LGIH: Last date is validated at 2025-12-29
[2025-12-29T20:35:50.314272] [INFO ] [LOCAL     ] CECO: Saved forecast.
[2025-12-29T20:35:50.314337] [INFO ] [main      ] CECO: Signal=1 (Conf=90.0%), Magnitude=-0.62% (Conf=56.334%)
[2025-12-29T20:35:50.314849] [INFO ] [main      ] Fetching symbol history for HIFS...
[2025-12-29T20:35:50.314902] [DEBUG] [REMOTE    ] HIFS: Fetching historical data.
[2025-12-29T20:35:50.315680] [INFO ] [main      ] Progress: 93/403 forecasts completed (23.1%). CECO finished in 0.6s. ETA: 54.2s. Rate: 342.93 forecasts/min
[2025-12-29T20:35:50.326066] [DEBUG] [REMOTE    ] HIFS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:50.327302] [DEBUG] [LOCAL     ] Loaded configuration for HIFS: 9 features, N/A% accuracy
[2025-12-29T20:35:50.327353] [INFO ] [LOCAL     ] HIFS: Loaded 9 optimal features with 58.59% confidence from JSON config
[2025-12-29T20:35:50.327384] [DEBUG] [MAG       ] Building data for symbol: HIFS with lookback: 0
[2025-12-29T20:35:50.328184] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-29T20:35:50.328164] [DEBUG] [MAG       ] VTEX: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:50.328249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:50.333182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:50.335050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:50.335548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:50.335959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:35:50.336704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:35:50.337521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:35:50.353089] [DEBUG] [MAG       ] TTEC: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:50.388022] [INFO ] [LOCAL     ] VTEX: Saved forecast.
[2025-12-29T20:35:50.388110] [INFO ] [main      ] VTEX: Signal=1 (Conf=90.0%), Magnitude=-3.43% (Conf=62.9904%)
[2025-12-29T20:35:50.388489] [INFO ] [main      ] Progress: 94/403 forecasts completed (23.3%). VTEX finished in 0.6s. ETA: 53.7s. Rate: 345.07 forecasts/min
[2025-12-29T20:35:50.388629] [INFO ] [main      ] Fetching symbol history for MSGS...
[2025-12-29T20:35:50.388675] [DEBUG] [REMOTE    ] MSGS: Fetching historical data.
[2025-12-29T20:35:50.400074] [DEBUG] [REMOTE    ] MSGS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:50.401145] [DEBUG] [LOCAL     ] Loaded configuration for MSGS: 7 features, N/A% accuracy
[2025-12-29T20:35:50.401196] [INFO ] [LOCAL     ] MSGS: Loaded 7 optimal features with 39.29% confidence from JSON config
[2025-12-29T20:35:50.401226] [DEBUG] [MAG       ] Building data for symbol: MSGS with lookback: 0
[2025-12-29T20:35:50.402027] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-29T20:35:50.402086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:50.406944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:50.408728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:50.409233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:50.409691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:35:50.412025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:35:50.413655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-29T20:35:50.414667] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:50.417945] [INFO ] [LOCAL     ] TTEC: Saved forecast.
[2025-12-29T20:35:50.418016] [INFO ] [main      ] TTEC: Signal=1 (Conf=90.0%), Magnitude=8.77% (Conf=54.9101%)
[2025-12-29T20:35:50.418368] [INFO ] [main      ] Fetching symbol history for BDN...
[2025-12-29T20:35:50.418418] [DEBUG] [REMOTE    ] BDN: Fetching historical data.
[2025-12-29T20:35:50.419642] [INFO ] [main      ] Progress: 95/403 forecasts completed (23.6%). TTEC finished in 0.6s. ETA: 53.1s. Rate: 348.08 forecasts/min
[2025-12-29T20:35:50.431518] [DEBUG] [REMOTE    ] BDN: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:50.433305] [DEBUG] [LOCAL     ] Loaded configuration for BDN: 4 features, N/A% accuracy
[2025-12-29T20:35:50.433357] [INFO ] [LOCAL     ] BDN: Loaded 4 optimal features with 54.69% confidence from JSON config
[2025-12-29T20:35:50.433388] [DEBUG] [MAG       ] Building data for symbol: BDN with lookback: 0
[2025-12-29T20:35:50.434198] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:35:50.434258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:35:50.450220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:35:50.472448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:35:50.483464] [DEBUG] [MAG       ] LGIH: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:50.491449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-29T20:35:50.494839] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:50.521081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-29T20:35:50.522433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-29T20:35:50.523163] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:50.585890] [INFO ] [LOCAL     ] LGIH: Saved forecast.
[2025-12-29T20:35:50.585958] [INFO ] [main      ] LGIH: Signal=1 (Conf=90.0%), Magnitude=1.67% (Conf=61.4885%)
[2025-12-29T20:35:50.586347] [INFO ] [main      ] Fetching symbol history for VOC...
[2025-12-29T20:35:50.586399] [DEBUG] [REMOTE    ] VOC: Fetching historical data.
[2025-12-29T20:35:50.587658] [INFO ] [main      ] Progress: 96/403 forecasts completed (23.8%). LGIH finished in 0.7s. ETA: 52.9s. Rate: 348.17 forecasts/min
[2025-12-29T20:35:50.598036] [DEBUG] [REMOTE    ] VOC: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:50.599057] [DEBUG] [LOCAL     ] Loaded configuration for VOC: 1 features, N/A% accuracy
[2025-12-29T20:35:50.599111] [INFO ] [LOCAL     ] VOC: Loaded 1 optimal features with 43.92% confidence from JSON config
[2025-12-29T20:35:50.599141] [DEBUG] [MAG       ] Building data for symbol: VOC with lookback: 0
[2025-12-29T20:35:50.600024] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-29T20:35:50.600086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:50.605059] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:50.757322] [DEBUG] [MAG       ] MSGS: Last date is validated at 2025-12-29
[2025-12-29T20:35:50.831922] [DEBUG] [MAG       ] HIFS: Last date is validated at 2025-12-29
[2025-12-29T20:35:50.881885] [DEBUG] [MAG       ] BDN: Last date is validated at 2025-12-29
[2025-12-29T20:35:50.928894] [DEBUG] [MAG       ] MSGS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:50.947184] [DEBUG] [MAG       ] VOC: Last date is validated at 2025-12-29
[2025-12-29T20:35:50.999812] [DEBUG] [MAG       ] HIFS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:51.055461] [DEBUG] [MAG       ] BDN: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:51.060944] [INFO ] [LOCAL     ] MSGS: Saved forecast.
[2025-12-29T20:35:51.061018] [INFO ] [main      ] MSGS: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=39.2888%)
[2025-12-29T20:35:51.061181] [INFO ] [main      ] Fetching symbol history for HWH...
[2025-12-29T20:35:51.061226] [DEBUG] [REMOTE    ] HWH: Fetching historical data.
[2025-12-29T20:35:51.061842] [INFO ] [main      ] Progress: 97/403 forecasts completed (24.1%). MSGS finished in 0.7s. ETA: 53.7s. Rate: 341.99 forecasts/min
[2025-12-29T20:35:51.073288] [DEBUG] [REMOTE    ] HWH: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:51.074291] [DEBUG] [LOCAL     ] Loaded configuration for HWH: 3 features, N/A% accuracy
[2025-12-29T20:35:51.074347] [INFO ] [LOCAL     ] HWH: Loaded 3 optimal features with 36.71% confidence from JSON config
[2025-12-29T20:35:51.074378] [DEBUG] [MAG       ] Building data for symbol: HWH with lookback: 0
[2025-12-29T20:35:51.075190] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:35:51.075249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:51.080188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:35:51.081241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-29T20:35:51.085724] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:51.117950] [INFO ] [LOCAL     ] BDN: Saved forecast.
[2025-12-29T20:35:51.118015] [INFO ] [main      ] BDN: Signal=1 (Conf=90.0%), Magnitude=-0.57% (Conf=54.6938%)
[2025-12-29T20:35:51.118136] [DEBUG] [MAG       ] VOC: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:51.118372] [INFO ] [main      ] Fetching symbol history for AXON...
[2025-12-29T20:35:51.118427] [DEBUG] [REMOTE    ] AXON: Fetching historical data.
[2025-12-29T20:35:51.118670] [INFO ] [main      ] Progress: 98/403 forecasts completed (24.3%). BDN finished in 0.7s. ETA: 53.1s. Rate: 344.37 forecasts/min
[2025-12-29T20:35:51.130334] [DEBUG] [REMOTE    ] AXON: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:51.131450] [DEBUG] [LOCAL     ] Loaded configuration for AXON: 9 features, N/A% accuracy
[2025-12-29T20:35:51.131504] [INFO ] [LOCAL     ] AXON: Loaded 9 optimal features with 63.61% confidence from JSON config
[2025-12-29T20:35:51.131536] [DEBUG] [MAG       ] Building data for symbol: AXON with lookback: 0
[2025-12-29T20:35:51.132375] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-29T20:35:51.132440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:51.137718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:51.139659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:51.140170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:51.140646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:51.141051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:35:51.143677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:35:51.161692] [INFO ] [LOCAL     ] HIFS: Saved forecast.
[2025-12-29T20:35:51.161759] [INFO ] [main      ] HIFS: Signal=1 (Conf=90.0%), Magnitude=-4.30% (Conf=58.5888%)
[2025-12-29T20:35:51.162094] [INFO ] [main      ] Fetching symbol history for AGNCL...
[2025-12-29T20:35:51.162144] [DEBUG] [REMOTE    ] AGNCL: Fetching historical data.
[2025-12-29T20:35:51.163033] [INFO ] [main      ] Progress: 99/403 forecasts completed (24.6%). HIFS finished in 0.8s. ETA: 52.6s. Rate: 346.98 forecasts/min
[2025-12-29T20:35:51.173205] [INFO ] [LOCAL     ] VOC: Saved forecast.
[2025-12-29T20:35:51.173277] [INFO ] [main      ] VOC: Signal=1 (Conf=90.0%), Magnitude=0.62% (Conf=43.918%)
[2025-12-29T20:35:51.173636] [INFO ] [main      ] Fetching symbol history for ATRO...
[2025-12-29T20:35:51.173688] [DEBUG] [REMOTE    ] ATRO: Fetching historical data.
[2025-12-29T20:35:51.173661] [INFO ] [main      ] Progress: 100/403 forecasts completed (24.8%). VOC finished in 0.6s. ETA: 51.9s. Rate: 350.27 forecasts/min
[2025-12-29T20:35:51.174473] [DEBUG] [REMOTE    ] AGNCL: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:51.175450] [DEBUG] [LOCAL     ] Loaded configuration for AGNCL: 3 features, N/A% accuracy
[2025-12-29T20:35:51.175499] [INFO ] [LOCAL     ] AGNCL: Loaded 3 optimal features with 56.45% confidence from JSON config
[2025-12-29T20:35:51.175530] [DEBUG] [MAG       ] Building data for symbol: AGNCL with lookback: 0
[2025-12-29T20:35:51.176337] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:35:51.176397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:35:51.189108] [DEBUG] [REMOTE    ] ATRO: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:51.190815] [DEBUG] [LOCAL     ] Loaded configuration for ATRO: 2 features, N/A% accuracy
[2025-12-29T20:35:51.190877] [INFO ] [LOCAL     ] ATRO: Loaded 2 optimal features with 61.51% confidence from JSON config
[2025-12-29T20:35:51.190915] [DEBUG] [MAG       ] Building data for symbol: ATRO with lookback: 0
[2025-12-29T20:35:51.191282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-29T20:35:51.191731] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:35:51.191791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:51.194626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-29T20:35:51.195484] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:51.196646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:35:51.197654] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:51.221312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-29T20:35:51.222217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-29T20:35:51.226303] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:51.431900] [DEBUG] [MAG       ] HWH: Last date is validated at 2025-12-29
[2025-12-29T20:35:51.541806] [DEBUG] [MAG       ] ATRO: Last date is validated at 2025-12-29
[2025-12-29T20:35:51.565060] [DEBUG] [MAG       ] AXON: Last date is validated at 2025-12-29
[2025-12-29T20:35:51.574800] [DEBUG] [MAG       ] AGNCL: Last date is validated at 2025-12-29
[2025-12-29T20:35:51.610897] [DEBUG] [MAG       ] HWH: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:51.685035] [INFO ] [LOCAL     ] HWH: Saved forecast.
[2025-12-29T20:35:51.685113] [INFO ] [main      ] HWH: Signal=1 (Conf=90.0%), Magnitude=26.38% (Conf=36.7107%)
[2025-12-29T20:35:51.685660] [INFO ] [main      ] Fetching symbol history for GTES...
[2025-12-29T20:35:51.685717] [DEBUG] [REMOTE    ] GTES: Fetching historical data.
[2025-12-29T20:35:51.685658] [INFO ] [main      ] Progress: 101/403 forecasts completed (25.1%). HWH finished in 0.6s. ETA: 52.8s. Rate: 343.50 forecasts/min
[2025-12-29T20:35:51.697983] [DEBUG] [REMOTE    ] GTES: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:51.698982] [DEBUG] [LOCAL     ] Loaded configuration for GTES: 2 features, N/A% accuracy
[2025-12-29T20:35:51.699040] [INFO ] [LOCAL     ] GTES: Loaded 2 optimal features with 47.82% confidence from JSON config
[2025-12-29T20:35:51.699074] [DEBUG] [MAG       ] Building data for symbol: GTES with lookback: 0
[2025-12-29T20:35:51.699896] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:35:51.700270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:51.705404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-29T20:35:51.720911] [DEBUG] [MAG       ] ATRO: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:51.744711] [DEBUG] [MAG       ] AGNCL: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:51.745114] [DEBUG] [MAG       ] AXON: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:51.785222] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:51.799964] [INFO ] [LOCAL     ] AGNCL: Saved forecast.
[2025-12-29T20:35:51.800040] [INFO ] [main      ] AGNCL: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=56.4549%)
[2025-12-29T20:35:51.800746] [INFO ] [main      ] Fetching symbol history for APLD...
[2025-12-29T20:35:51.800813] [DEBUG] [REMOTE    ] APLD: Fetching historical data.
[2025-12-29T20:35:51.801711] [INFO ] [main      ] Progress: 102/403 forecasts completed (25.3%). AGNCL finished in 0.6s. ETA: 52.4s. Rate: 344.64 forecasts/min
[2025-12-29T20:35:51.811332] [INFO ] [LOCAL     ] ATRO: Saved forecast.
[2025-12-29T20:35:51.811401] [INFO ] [main      ] ATRO: Signal=1 (Conf=90.0%), Magnitude=-1.45% (Conf=61.5086%)
[2025-12-29T20:35:51.811771] [INFO ] [main      ] Fetching symbol history for ABG...
[2025-12-29T20:35:51.811822] [DEBUG] [REMOTE    ] ABG: Fetching historical data.
[2025-12-29T20:35:51.812655] [INFO ] [main      ] Progress: 103/403 forecasts completed (25.6%). ATRO finished in 0.6s. ETA: 51.8s. Rate: 347.80 forecasts/min
[2025-12-29T20:35:51.815423] [DEBUG] [REMOTE    ] APLD: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:51.816300] [DEBUG] [LOCAL     ] Loaded configuration for APLD: 5 features, N/A% accuracy
[2025-12-29T20:35:51.816351] [INFO ] [LOCAL     ] APLD: Loaded 5 optimal features with 47.19% confidence from JSON config
[2025-12-29T20:35:51.816383] [DEBUG] [MAG       ] Building data for symbol: APLD with lookback: 0
[2025-12-29T20:35:51.817211] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:35:51.817274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:51.822520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:35:51.823337] [DEBUG] [REMOTE    ] ABG: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:51.824124] [DEBUG] [LOCAL     ] Loaded configuration for ABG: 3 features, N/A% accuracy
[2025-12-29T20:35:51.824180] [INFO ] [LOCAL     ] ABG: Loaded 3 optimal features with 65.53% confidence from JSON config
[2025-12-29T20:35:51.824212] [DEBUG] [MAG       ] Building data for symbol: ABG with lookback: 0
[2025-12-29T20:35:51.824337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:35:51.825007] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:35:51.825076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:51.829997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:35:51.869388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-29T20:35:51.870374] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:51.874643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-29T20:35:51.875545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-29T20:35:51.876816] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:51.966855] [INFO ] [LOCAL     ] AXON: Saved forecast.
[2025-12-29T20:35:51.966923] [INFO ] [main      ] AXON: Signal=1 (Conf=90.0%), Magnitude=-0.23% (Conf=63.6148%)
[2025-12-29T20:35:51.967317] [INFO ] [main      ] Fetching symbol history for NFLX...
[2025-12-29T20:35:51.967372] [DEBUG] [REMOTE    ] NFLX: Fetching historical data.
[2025-12-29T20:35:51.967655] [INFO ] [main      ] Progress: 104/403 forecasts completed (25.8%). AXON finished in 0.8s. ETA: 51.5s. Rate: 348.14 forecasts/min
[2025-12-29T20:35:51.980173] [DEBUG] [REMOTE    ] NFLX: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:51.981289] [DEBUG] [LOCAL     ] Loaded configuration for NFLX: 6 features, N/A% accuracy
[2025-12-29T20:35:51.981347] [INFO ] [LOCAL     ] NFLX: Loaded 6 optimal features with 70.18% confidence from JSON config
[2025-12-29T20:35:51.981379] [DEBUG] [MAG       ] Building data for symbol: NFLX with lookback: 0
[2025-12-29T20:35:51.982297] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:35:51.982373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:51.988385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:51.990296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:51.990833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:35:51.991924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:35:51.994505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-29T20:35:51.996140] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:52.132464] [DEBUG] [MAG       ] GTES: Last date is validated at 2025-12-29
[2025-12-29T20:35:52.212007] [DEBUG] [MAG       ] ABG: Last date is validated at 2025-12-29
[2025-12-29T20:35:52.215687] [DEBUG] [MAG       ] APLD: Last date is validated at 2025-12-29
[2025-12-29T20:35:52.307868] [DEBUG] [MAG       ] GTES: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:52.355046] [DEBUG] [MAG       ] NFLX: Last date is validated at 2025-12-29
[2025-12-29T20:35:52.381426] [INFO ] [LOCAL     ] GTES: Saved forecast.
[2025-12-29T20:35:52.381493] [INFO ] [main      ] GTES: Signal=1 (Conf=90.0%), Magnitude=-0.71% (Conf=47.8169%)
[2025-12-29T20:35:52.381946] [INFO ] [main      ] Fetching symbol history for FIGS...
[2025-12-29T20:35:52.381998] [DEBUG] [REMOTE    ] FIGS: Fetching historical data.
[2025-12-29T20:35:52.382665] [INFO ] [main      ] Progress: 105/403 forecasts completed (26.1%). GTES finished in 0.7s. ETA: 52.0s. Rate: 343.54 forecasts/min
[2025-12-29T20:35:52.383310] [DEBUG] [MAG       ] ABG: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:52.387684] [DEBUG] [MAG       ] APLD: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:52.393429] [DEBUG] [REMOTE    ] FIGS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:52.394465] [DEBUG] [LOCAL     ] Loaded configuration for FIGS: 5 features, N/A% accuracy
[2025-12-29T20:35:52.394521] [INFO ] [LOCAL     ] FIGS: Loaded 5 optimal features with 47.85% confidence from JSON config
[2025-12-29T20:35:52.394553] [DEBUG] [MAG       ] Building data for symbol: FIGS with lookback: 0
[2025-12-29T20:35:52.395406] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:35:52.395473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:52.397271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:52.397822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:52.398238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-29T20:35:52.402649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-29T20:35:52.404775] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:52.523012] [DEBUG] [MAG       ] NFLX: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:52.523945] [INFO ] [LOCAL     ] ABG: Saved forecast.
[2025-12-29T20:35:52.524016] [INFO ] [main      ] ABG: Signal=1 (Conf=90.0%), Magnitude=-3.49% (Conf=65.5309%)
[2025-12-29T20:35:52.524181] [INFO ] [main      ] Fetching symbol history for LII...
[2025-12-29T20:35:52.524224] [DEBUG] [REMOTE    ] LII: Fetching historical data.
[2025-12-29T20:35:52.524945] [INFO ] [main      ] Progress: 106/403 forecasts completed (26.3%). ABG finished in 0.7s. ETA: 51.8s. Rate: 344.14 forecasts/min
[2025-12-29T20:35:52.535225] [DEBUG] [REMOTE    ] LII: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:52.536508] [DEBUG] [LOCAL     ] Loaded configuration for LII: 1 features, N/A% accuracy
[2025-12-29T20:35:52.536652] [INFO ] [LOCAL     ] LII: Loaded 1 optimal features with 52.72% confidence from JSON config
[2025-12-29T20:35:52.536717] [DEBUG] [MAG       ] Building data for symbol: LII with lookback: 0
[2025-12-29T20:35:52.537649] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-29T20:35:52.537724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:35:52.577949] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:52.585341] [INFO ] [LOCAL     ] APLD: Saved forecast.
[2025-12-29T20:35:52.585412] [INFO ] [main      ] APLD: Signal=1 (Conf=90.0%), Magnitude=4.71% (Conf=47.1878%)
[2025-12-29T20:35:52.585591] [INFO ] [main      ] Fetching symbol history for AFYA...
[2025-12-29T20:35:52.585639] [DEBUG] [REMOTE    ] AFYA: Fetching historical data.
[2025-12-29T20:35:52.586337] [INFO ] [main      ] Progress: 107/403 forecasts completed (26.6%). APLD finished in 0.8s. ETA: 51.3s. Rate: 346.23 forecasts/min
[2025-12-29T20:35:52.598177] [DEBUG] [REMOTE    ] AFYA: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:52.599123] [DEBUG] [LOCAL     ] Loaded configuration for AFYA: 0 features, N/A% accuracy
[2025-12-29T20:35:52.599177] [INFO ] [LOCAL     ] AFYA: Loaded 0 optimal features with 44.94% confidence from JSON config
[2025-12-29T20:35:52.599209] [DEBUG] [MAG       ] Building data for symbol: AFYA with lookback: 0
[2025-12-29T20:35:52.600051] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-29T20:35:52.629665] [INFO ] [LOCAL     ] NFLX: Saved forecast.
[2025-12-29T20:35:52.629734] [INFO ] [main      ] NFLX: Signal=1 (Conf=90.0%), Magnitude=0.90% (Conf=70.1827%)
[2025-12-29T20:35:52.630065] [INFO ] [main      ] Fetching symbol history for SNGX...
[2025-12-29T20:35:52.630116] [DEBUG] [REMOTE    ] SNGX: Fetching historical data.
[2025-12-29T20:35:52.630646] [INFO ] [main      ] Progress: 108/403 forecasts completed (26.8%). NFLX finished in 0.7s. ETA: 50.8s. Rate: 348.64 forecasts/min
[2025-12-29T20:35:52.641239] [DEBUG] [REMOTE    ] SNGX: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:52.642085] [DEBUG] [LOCAL     ] Loaded configuration for SNGX: 5 features, N/A% accuracy
[2025-12-29T20:35:52.642134] [INFO ] [LOCAL     ] SNGX: Loaded 5 optimal features with 43.57% confidence from JSON config
[2025-12-29T20:35:52.642166] [DEBUG] [MAG       ] Building data for symbol: SNGX with lookback: 0
[2025-12-29T20:35:52.642967] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:35:52.643031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:52.647863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:35:52.649066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-29T20:35:52.649699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-29T20:35:52.652438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-29T20:35:52.654076] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:52.753506] [DEBUG] [MAG       ] FIGS: Last date is validated at 2025-12-29
[2025-12-29T20:35:52.918549] [DEBUG] [MAG       ] LII: Last date is validated at 2025-12-29
[2025-12-29T20:35:52.923821] [DEBUG] [MAG       ] FIGS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:52.940189] [DEBUG] [MAG       ] AFYA: Last date is validated at 2025-12-29
[2025-12-29T20:35:52.992884] [DEBUG] [MAG       ] SNGX: Last date is validated at 2025-12-29
[2025-12-29T20:35:52.993831] [INFO ] [LOCAL     ] FIGS: Saved forecast.
[2025-12-29T20:35:52.993905] [INFO ] [main      ] FIGS: Signal=1 (Conf=90.0%), Magnitude=-0.09% (Conf=47.8543%)
[2025-12-29T20:35:52.994063] [INFO ] [main      ] Fetching symbol history for WKSP...
[2025-12-29T20:35:52.994106] [DEBUG] [REMOTE    ] WKSP: Fetching historical data.
[2025-12-29T20:35:52.994962] [INFO ] [main      ] Progress: 109/403 forecasts completed (27.0%). FIGS finished in 0.6s. ETA: 51.1s. Rate: 345.10 forecasts/min
[2025-12-29T20:35:53.006542] [DEBUG] [REMOTE    ] WKSP: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:53.007537] [DEBUG] [LOCAL     ] Loaded configuration for WKSP: 6 features, N/A% accuracy
[2025-12-29T20:35:53.007609] [INFO ] [LOCAL     ] WKSP: Loaded 6 optimal features with 55.74% confidence from JSON config
[2025-12-29T20:35:53.007645] [DEBUG] [MAG       ] Building data for symbol: WKSP with lookback: 0
[2025-12-29T20:35:53.008436] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:35:53.008499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:53.013538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:53.015436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:53.015959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-29T20:35:53.016773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-29T20:35:53.017505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-29T20:35:53.019166] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:53.089404] [DEBUG] [MAG       ] LII: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:53.116869] [DEBUG] [MAG       ] AFYA: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:53.163791] [DEBUG] [MAG       ] SNGX: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:53.180073] [INFO ] [LOCAL     ] AFYA: Saved forecast.
[2025-12-29T20:35:53.180140] [INFO ] [main      ] AFYA: Signal=1 (Conf=90.0%), Magnitude=1.28% (Conf=44.9433%)
[2025-12-29T20:35:53.180524] [INFO ] [main      ] Progress: 110/403 forecasts completed (27.3%). AFYA finished in 0.6s. ETA: 51.0s. Rate: 344.89 forecasts/min
[2025-12-29T20:35:53.180675] [INFO ] [main      ] Fetching symbol history for ACTG...
[2025-12-29T20:35:53.180721] [DEBUG] [REMOTE    ] ACTG: Fetching historical data.
[2025-12-29T20:35:53.192384] [DEBUG] [REMOTE    ] ACTG: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:53.193320] [DEBUG] [LOCAL     ] Loaded configuration for ACTG: 1 features, N/A% accuracy
[2025-12-29T20:35:53.193372] [INFO ] [LOCAL     ] ACTG: Loaded 1 optimal features with 50.22% confidence from JSON config
[2025-12-29T20:35:53.193404] [DEBUG] [MAG       ] Building data for symbol: ACTG with lookback: 0
[2025-12-29T20:35:53.194253] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-29T20:35:53.194313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:53.199459] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:53.230040] [INFO ] [LOCAL     ] SNGX: Saved forecast.
[2025-12-29T20:35:53.230108] [INFO ] [main      ] SNGX: Signal=1 (Conf=90.0%), Magnitude=-13.11% (Conf=43.5711%)
[2025-12-29T20:35:53.230444] [INFO ] [main      ] Fetching symbol history for WCLD...
[2025-12-29T20:35:53.230494] [DEBUG] [REMOTE    ] WCLD: Fetching historical data.
[2025-12-29T20:35:53.231646] [INFO ] [main      ] Progress: 111/403 forecasts completed (27.5%). SNGX finished in 0.6s. ETA: 50.5s. Rate: 347.10 forecasts/min
[2025-12-29T20:35:53.233847] [INFO ] [LOCAL     ] LII: Saved forecast.
[2025-12-29T20:35:53.233916] [INFO ] [main      ] LII: Signal=1 (Conf=90.0%), Magnitude=-1.97% (Conf=52.7203%)
[2025-12-29T20:35:53.234287] [INFO ] [main      ] Fetching symbol history for TRNS...
[2025-12-29T20:35:53.234338] [DEBUG] [REMOTE    ] TRNS: Fetching historical data.
[2025-12-29T20:35:53.234620] [INFO ] [main      ] Progress: 112/403 forecasts completed (27.8%). LII finished in 0.7s. ETA: 49.9s. Rate: 350.17 forecasts/min
[2025-12-29T20:35:53.243302] [DEBUG] [REMOTE    ] WCLD: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:53.244685] [DEBUG] [LOCAL     ] Loaded configuration for WCLD: 5 features, N/A% accuracy
[2025-12-29T20:35:53.244737] [INFO ] [LOCAL     ] WCLD: Loaded 5 optimal features with 53.31% confidence from JSON config
[2025-12-29T20:35:53.244767] [DEBUG] [MAG       ] Building data for symbol: WCLD with lookback: 0
[2025-12-29T20:35:53.245548] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:35:53.245629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:53.245781] [DEBUG] [REMOTE    ] TRNS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:53.247319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:53.247872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:35:53.248350] [DEBUG] [LOCAL     ] Loaded configuration for TRNS: 2 features, N/A% accuracy
[2025-12-29T20:35:53.248407] [INFO ] [LOCAL     ] TRNS: Loaded 2 optimal features with 53.68% confidence from JSON config
[2025-12-29T20:35:53.248439] [DEBUG] [MAG       ] Building data for symbol: TRNS with lookback: 0
[2025-12-29T20:35:53.248826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:35:53.249276] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:35:53.249346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:53.251196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-29T20:35:53.258243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-29T20:35:53.272821] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:53.325731] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:53.364147] [DEBUG] [MAG       ] WKSP: Last date is validated at 2025-12-29
[2025-12-29T20:35:53.532557] [DEBUG] [MAG       ] WKSP: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:53.541409] [DEBUG] [MAG       ] ACTG: Last date is validated at 2025-12-29
[2025-12-29T20:35:53.605201] [INFO ] [LOCAL     ] WKSP: Saved forecast.
[2025-12-29T20:35:53.605277] [INFO ] [main      ] WKSP: Signal=1 (Conf=90.0%), Magnitude=10.20% (Conf=55.7376%)
[2025-12-29T20:35:53.605664] [INFO ] [main      ] Fetching symbol history for CAAP...
[2025-12-29T20:35:53.605719] [DEBUG] [REMOTE    ] CAAP: Fetching historical data.
[2025-12-29T20:35:53.606650] [INFO ] [main      ] Progress: 113/403 forecasts completed (28.0%). WKSP finished in 0.6s. ETA: 50.2s. Rate: 346.58 forecasts/min
[2025-12-29T20:35:53.610401] [DEBUG] [MAG       ] TRNS: Last date is validated at 2025-12-29
[2025-12-29T20:35:53.617928] [DEBUG] [REMOTE    ] CAAP: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:53.619462] [DEBUG] [LOCAL     ] Loaded configuration for CAAP: 8 features, N/A% accuracy
[2025-12-29T20:35:53.619516] [INFO ] [LOCAL     ] CAAP: Loaded 8 optimal features with 49.03% confidence from JSON config
[2025-12-29T20:35:53.619549] [DEBUG] [MAG       ] Building data for symbol: CAAP with lookback: 0
[2025-12-29T20:35:53.620369] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-29T20:35:53.620433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:53.622219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:53.622787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:53.623205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:35:53.623994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:35:53.625659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-29T20:35:53.660552] [DEBUG] [MAG       ] WCLD: Last date is validated at 2025-12-29
[2025-12-29T20:35:53.705553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-29T20:35:53.706948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-29T20:35:53.707869] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:53.709003] [DEBUG] [MAG       ] ACTG: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:53.762782] [INFO ] [LOCAL     ] ACTG: Saved forecast.
[2025-12-29T20:35:53.762854] [INFO ] [main      ] ACTG: Signal=1 (Conf=90.0%), Magnitude=0.63% (Conf=50.2221%)
[2025-12-29T20:35:53.763181] [INFO ] [main      ] Fetching symbol history for CSTL...
[2025-12-29T20:35:53.763231] [DEBUG] [REMOTE    ] CSTL: Fetching historical data.
[2025-12-29T20:35:53.764098] [INFO ] [main      ] Progress: 114/403 forecasts completed (28.3%). ACTG finished in 0.6s. ETA: 50.0s. Rate: 346.85 forecasts/min
[2025-12-29T20:35:53.775158] [DEBUG] [REMOTE    ] CSTL: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:53.776075] [DEBUG] [LOCAL     ] Loaded configuration for CSTL: 5 features, N/A% accuracy
[2025-12-29T20:35:53.776126] [INFO ] [LOCAL     ] CSTL: Loaded 5 optimal features with 55.68% confidence from JSON config
[2025-12-29T20:35:53.776160] [DEBUG] [MAG       ] Building data for symbol: CSTL with lookback: 0
[2025-12-29T20:35:53.776966] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:35:53.777027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:53.781052] [DEBUG] [MAG       ] TRNS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:53.781860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:53.783676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:53.784210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:53.784628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:35:53.785363] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:53.826874] [DEBUG] [MAG       ] WCLD: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:53.895260] [INFO ] [LOCAL     ] TRNS: Saved forecast.
[2025-12-29T20:35:53.895328] [INFO ] [main      ] TRNS: Signal=1 (Conf=90.0%), Magnitude=0.98% (Conf=53.6793%)
[2025-12-29T20:35:53.895693] [INFO ] [main      ] Fetching symbol history for ROE...
[2025-12-29T20:35:53.895745] [DEBUG] [REMOTE    ] ROE: Fetching historical data.
[2025-12-29T20:35:53.896663] [INFO ] [main      ] Progress: 115/403 forecasts completed (28.5%). TRNS finished in 0.7s. ETA: 49.7s. Rate: 347.56 forecasts/min
[2025-12-29T20:35:53.906223] [DEBUG] [REMOTE    ] ROE: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:53.907105] [INFO ] [LOCAL     ] WCLD: Saved forecast.
[2025-12-29T20:35:53.907179] [INFO ] [main      ] WCLD: Signal=1 (Conf=90.0%), Magnitude=0.38% (Conf=53.3077%)
[2025-12-29T20:35:53.907336] [INFO ] [main      ] Fetching symbol history for SUZ...
[2025-12-29T20:35:53.907381] [DEBUG] [REMOTE    ] SUZ: Fetching historical data.
[2025-12-29T20:35:53.907589] [INFO ] [main      ] Progress: 116/403 forecasts completed (28.8%). WCLD finished in 0.7s. ETA: 49.1s. Rate: 350.39 forecasts/min
[2025-12-29T20:35:53.908082] [DEBUG] [LOCAL     ] Loaded configuration for ROE: 9 features, N/A% accuracy
[2025-12-29T20:35:53.908127] [INFO ] [LOCAL     ] ROE: Loaded 9 optimal features with 51.69% confidence from JSON config
[2025-12-29T20:35:53.908156] [DEBUG] [MAG       ] Building data for symbol: ROE with lookback: 0
[2025-12-29T20:35:53.909006] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-29T20:35:53.909655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:53.914568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:53.916418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:53.916908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:53.917291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:35:53.918845] [DEBUG] [REMOTE    ] SUZ: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:53.919599] [DEBUG] [LOCAL     ] Loaded configuration for SUZ: 2 features, N/A% accuracy
[2025-12-29T20:35:53.919650] [INFO ] [LOCAL     ] SUZ: Loaded 2 optimal features with 61.98% confidence from JSON config
[2025-12-29T20:35:53.919680] [DEBUG] [MAG       ] Building data for symbol: SUZ with lookback: 0
[2025-12-29T20:35:53.920454] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:35:53.920514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:35:53.956099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:35:53.958355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-29T20:35:53.960052] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:54.005410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-29T20:35:54.006300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-29T20:35:54.007016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-29T20:35:54.012903] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:54.050215] [DEBUG] [MAG       ] CAAP: Last date is validated at 2025-12-29
[2025-12-29T20:35:54.140237] [DEBUG] [MAG       ] CSTL: Last date is validated at 2025-12-29
[2025-12-29T20:35:54.220256] [DEBUG] [MAG       ] CAAP: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:54.296761] [DEBUG] [MAG       ] SUZ: Last date is validated at 2025-12-29
[2025-12-29T20:35:54.299384] [INFO ] [LOCAL     ] CAAP: Saved forecast.
[2025-12-29T20:35:54.299456] [INFO ] [main      ] CAAP: Signal=1 (Conf=90.0%), Magnitude=0.75% (Conf=49.0309%)
[2025-12-29T20:35:54.299823] [INFO ] [main      ] Fetching symbol history for MKC...
[2025-12-29T20:35:54.299884] [DEBUG] [REMOTE    ] MKC: Fetching historical data.
[2025-12-29T20:35:54.300653] [INFO ] [main      ] Progress: 117/403 forecasts completed (29.0%). CAAP finished in 0.7s. ETA: 49.5s. Rate: 346.55 forecasts/min
[2025-12-29T20:35:54.311564] [DEBUG] [REMOTE    ] MKC: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:54.312667] [DEBUG] [LOCAL     ] Loaded configuration for MKC: 3 features, N/A% accuracy
[2025-12-29T20:35:54.312721] [INFO ] [LOCAL     ] MKC: Loaded 3 optimal features with 61.79% confidence from JSON config
[2025-12-29T20:35:54.312753] [DEBUG] [MAG       ] Building data for symbol: MKC with lookback: 0
[2025-12-29T20:35:54.313557] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:35:54.313644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:54.315515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:54.316075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:35:54.316203] [DEBUG] [MAG       ] CSTL: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:54.349633] [DEBUG] [MAG       ] ROE: Last date is validated at 2025-12-29
[2025-12-29T20:35:54.357507] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:54.403475] [INFO ] [LOCAL     ] CSTL: Saved forecast.
[2025-12-29T20:35:54.403544] [INFO ] [main      ] CSTL: Signal=1 (Conf=90.0%), Magnitude=0.46% (Conf=55.6795%)
[2025-12-29T20:35:54.403717] [INFO ] [main      ] Fetching symbol history for AM...
[2025-12-29T20:35:54.403761] [DEBUG] [REMOTE    ] AM: Fetching historical data.
[2025-12-29T20:35:54.405655] [INFO ] [main      ] Progress: 118/403 forecasts completed (29.3%). CSTL finished in 0.6s. ETA: 49.2s. Rate: 347.71 forecasts/min
[2025-12-29T20:35:54.415652] [DEBUG] [REMOTE    ] AM: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:54.416665] [DEBUG] [LOCAL     ] Loaded configuration for AM: 5 features, N/A% accuracy
[2025-12-29T20:35:54.416719] [INFO ] [LOCAL     ] AM: Loaded 5 optimal features with 44.92% confidence from JSON config
[2025-12-29T20:35:54.416751] [DEBUG] [MAG       ] Building data for symbol: AM with lookback: 0
[2025-12-29T20:35:54.417557] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:35:54.417640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:54.422943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:35:54.424757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-29T20:35:54.426673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-29T20:35:54.427874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:54.429804] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:54.463757] [DEBUG] [MAG       ] SUZ: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:54.519957] [DEBUG] [MAG       ] ROE: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:54.521224] [INFO ] [LOCAL     ] SUZ: Saved forecast.
[2025-12-29T20:35:54.521293] [INFO ] [main      ] SUZ: Signal=1 (Conf=90.0%), Magnitude=2.37% (Conf=61.9798%)
[2025-12-29T20:35:54.521450] [INFO ] [main      ] Fetching symbol history for STBA...
[2025-12-29T20:35:54.521495] [DEBUG] [REMOTE    ] STBA: Fetching historical data.
[2025-12-29T20:35:54.523653] [INFO ] [main      ] Progress: 119/403 forecasts completed (29.5%). SUZ finished in 0.6s. ETA: 48.9s. Rate: 348.64 forecasts/min
[2025-12-29T20:35:54.532882] [DEBUG] [REMOTE    ] STBA: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:54.533815] [DEBUG] [LOCAL     ] Loaded configuration for STBA: 11 features, N/A% accuracy
[2025-12-29T20:35:54.533867] [INFO ] [LOCAL     ] STBA: Loaded 11 optimal features with 63.05% confidence from JSON config
[2025-12-29T20:35:54.533897] [DEBUG] [MAG       ] Building data for symbol: STBA with lookback: 0
[2025-12-29T20:35:54.534695] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-29T20:35:54.534759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:54.539725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:54.541498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:54.542005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:54.542392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:35:54.543993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-29T20:35:54.544771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-29T20:35:54.545991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-29T20:35:54.546637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-29T20:35:54.548151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-29T20:35:54.550209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-29T20:35:54.551310] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:54.599525] [INFO ] [LOCAL     ] ROE: Saved forecast.
[2025-12-29T20:35:54.599629] [INFO ] [main      ] ROE: Signal=1 (Conf=90.0%), Magnitude=-0.91% (Conf=51.6858%)
[2025-12-29T20:35:54.599966] [INFO ] [main      ] Fetching symbol history for BSJS...
[2025-12-29T20:35:54.600016] [DEBUG] [REMOTE    ] BSJS: Fetching historical data.
[2025-12-29T20:35:54.600941] [INFO ] [main      ] Progress: 120/403 forecasts completed (29.8%). ROE finished in 0.7s. ETA: 48.5s. Rate: 350.25 forecasts/min
[2025-12-29T20:35:54.610958] [DEBUG] [REMOTE    ] BSJS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:54.612812] [DEBUG] [LOCAL     ] Loaded configuration for BSJS: 8 features, N/A% accuracy
[2025-12-29T20:35:54.612864] [INFO ] [LOCAL     ] BSJS: Loaded 8 optimal features with 30.56% confidence from JSON config
[2025-12-29T20:35:54.612895] [DEBUG] [MAG       ] Building data for symbol: BSJS with lookback: 0
[2025-12-29T20:35:54.613709] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-29T20:35:54.613772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:54.618636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:54.620432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:54.620926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:54.621372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:54.621787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-29T20:35:54.622920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-29T20:35:54.624944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-29T20:35:54.626360] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:54.712400] [DEBUG] [MAG       ] MKC: Last date is validated at 2025-12-29
[2025-12-29T20:35:54.775757] [DEBUG] [MAG       ] AM: Last date is validated at 2025-12-29
[2025-12-29T20:35:54.891220] [DEBUG] [MAG       ] MKC: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:54.892158] [DEBUG] [MAG       ] STBA: Last date is validated at 2025-12-29
[2025-12-29T20:35:54.948095] [DEBUG] [MAG       ] AM: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:54.971329] [DEBUG] [MAG       ] BSJS: Last date is validated at 2025-12-29
[2025-12-29T20:35:54.982411] [INFO ] [LOCAL     ] MKC: Saved forecast.
[2025-12-29T20:35:54.982484] [INFO ] [main      ] MKC: Signal=1 (Conf=90.0%), Magnitude=1.13% (Conf=61.792%)
[2025-12-29T20:35:54.983656] [INFO ] [main      ] Progress: 121/403 forecasts completed (30.0%). MKC finished in 0.7s. ETA: 48.8s. Rate: 346.71 forecasts/min
[2025-12-29T20:35:54.982879] [INFO ] [main      ] Fetching symbol history for SRAD...
[2025-12-29T20:35:54.987140] [DEBUG] [REMOTE    ] SRAD: Fetching historical data.
[2025-12-29T20:35:54.999949] [DEBUG] [REMOTE    ] SRAD: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:55.000846] [DEBUG] [LOCAL     ] Loaded configuration for SRAD: 4 features, N/A% accuracy
[2025-12-29T20:35:55.000914] [INFO ] [LOCAL     ] SRAD: Loaded 4 optimal features with 45.50% confidence from JSON config
[2025-12-29T20:35:55.000977] [DEBUG] [MAG       ] Building data for symbol: SRAD with lookback: 0
[2025-12-29T20:35:55.001827] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:35:55.001889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:35:55.002794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-29T20:35:55.004102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-29T20:35:55.006037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-29T20:35:55.006787] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:55.057874] [DEBUG] [MAG       ] STBA: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:55.082683] [INFO ] [LOCAL     ] AM: Saved forecast.
[2025-12-29T20:35:55.082765] [INFO ] [main      ] AM: Signal=1 (Conf=90.0%), Magnitude=-0.48% (Conf=44.9206%)
[2025-12-29T20:35:55.082943] [INFO ] [main      ] Fetching symbol history for FELE...
[2025-12-29T20:35:55.082989] [DEBUG] [REMOTE    ] FELE: Fetching historical data.
[2025-12-29T20:35:55.086632] [INFO ] [main      ] Progress: 122/403 forecasts completed (30.3%). AM finished in 0.7s. ETA: 48.5s. Rate: 347.86 forecasts/min
[2025-12-29T20:35:55.100508] [DEBUG] [REMOTE    ] FELE: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:55.101742] [DEBUG] [LOCAL     ] Loaded configuration for FELE: 7 features, N/A% accuracy
[2025-12-29T20:35:55.101797] [INFO ] [LOCAL     ] FELE: Loaded 7 optimal features with 50.01% confidence from JSON config
[2025-12-29T20:35:55.101838] [DEBUG] [MAG       ] Building data for symbol: FELE with lookback: 0
[2025-12-29T20:35:55.102693] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-29T20:35:55.102758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:35:55.103844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:55.106046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:55.106528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-29T20:35:55.107741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-29T20:35:55.109613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-29T20:35:55.110704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-29T20:35:55.111390] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:55.138989] [DEBUG] [MAG       ] BSJS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:55.153101] [INFO ] [LOCAL     ] STBA: Saved forecast.
[2025-12-29T20:35:55.153168] [INFO ] [main      ] STBA: Signal=1 (Conf=90.0%), Magnitude=0.84% (Conf=63.0494%)
[2025-12-29T20:35:55.153344] [INFO ] [main      ] Fetching symbol history for IESC...
[2025-12-29T20:35:55.153389] [DEBUG] [REMOTE    ] IESC: Fetching historical data.
[2025-12-29T20:35:55.154646] [INFO ] [main      ] Progress: 123/403 forecasts completed (30.5%). STBA finished in 0.6s. ETA: 48.1s. Rate: 349.59 forecasts/min
[2025-12-29T20:35:55.166217] [DEBUG] [REMOTE    ] IESC: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:55.167272] [DEBUG] [LOCAL     ] Loaded configuration for IESC: 3 features, N/A% accuracy
[2025-12-29T20:35:55.167321] [INFO ] [LOCAL     ] IESC: Loaded 3 optimal features with 54.64% confidence from JSON config
[2025-12-29T20:35:55.167352] [DEBUG] [MAG       ] Building data for symbol: IESC with lookback: 0
[2025-12-29T20:35:55.168180] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:35:55.168239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:35:55.170688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-29T20:35:55.172075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-29T20:35:55.174980] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:55.199116] [INFO ] [LOCAL     ] BSJS: Saved forecast.
[2025-12-29T20:35:55.199184] [INFO ] [main      ] BSJS: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=30.5632%)
[2025-12-29T20:35:55.199526] [INFO ] [main      ] Progress: 124/403 forecasts completed (30.8%). BSJS finished in 0.6s. ETA: 47.6s. Rate: 351.68 forecasts/min
[2025-12-29T20:35:55.199671] [INFO ] [main      ] Fetching symbol history for BLFY...
[2025-12-29T20:35:55.199715] [DEBUG] [REMOTE    ] BLFY: Fetching historical data.
[2025-12-29T20:35:55.210360] [DEBUG] [REMOTE    ] BLFY: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:55.211477] [DEBUG] [LOCAL     ] Loaded configuration for BLFY: 5 features, N/A% accuracy
[2025-12-29T20:35:55.211535] [INFO ] [LOCAL     ] BLFY: Loaded 5 optimal features with 43.48% confidence from JSON config
[2025-12-29T20:35:55.211566] [DEBUG] [MAG       ] Building data for symbol: BLFY with lookback: 0
[2025-12-29T20:35:55.212384] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:35:55.212446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:55.214175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:55.214709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:55.215108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-29T20:35:55.217139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-29T20:35:55.218761] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:55.360793] [DEBUG] [MAG       ] SRAD: Last date is validated at 2025-12-29
[2025-12-29T20:35:55.464728] [DEBUG] [MAG       ] FELE: Last date is validated at 2025-12-29
[2025-12-29T20:35:55.529535] [DEBUG] [MAG       ] SRAD: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:55.530144] [DEBUG] [MAG       ] IESC: Last date is validated at 2025-12-29
[2025-12-29T20:35:55.555259] [DEBUG] [MAG       ] BLFY: Last date is validated at 2025-12-29
[2025-12-29T20:35:55.603709] [INFO ] [LOCAL     ] SRAD: Saved forecast.
[2025-12-29T20:35:55.603777] [INFO ] [main      ] SRAD: Signal=1 (Conf=90.0%), Magnitude=-0.37% (Conf=45.4979%)
[2025-12-29T20:35:55.604128] [INFO ] [main      ] Fetching symbol history for CHCI...
[2025-12-29T20:35:55.604178] [DEBUG] [REMOTE    ] CHCI: Fetching historical data.
[2025-12-29T20:35:55.605651] [INFO ] [main      ] Progress: 125/403 forecasts completed (31.0%). SRAD finished in 0.6s. ETA: 48.0s. Rate: 347.84 forecasts/min
[2025-12-29T20:35:55.615179] [DEBUG] [REMOTE    ] CHCI: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:55.616879] [DEBUG] [LOCAL     ] Loaded configuration for CHCI: 8 features, N/A% accuracy
[2025-12-29T20:35:55.616931] [INFO ] [LOCAL     ] CHCI: Loaded 8 optimal features with 49.65% confidence from JSON config
[2025-12-29T20:35:55.616962] [DEBUG] [MAG       ] Building data for symbol: CHCI with lookback: 0
[2025-12-29T20:35:55.617779] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-29T20:35:55.617842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:55.622998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:55.624893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:55.625396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:55.625824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:35:55.626734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:35:55.629332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-29T20:35:55.630726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-29T20:35:55.631434] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:55.633821] [DEBUG] [MAG       ] FELE: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:55.713692] [DEBUG] [MAG       ] IESC: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:55.725142] [DEBUG] [MAG       ] BLFY: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:55.735641] [INFO ] [LOCAL     ] FELE: Saved forecast.
[2025-12-29T20:35:55.735713] [INFO ] [main      ] FELE: Signal=1 (Conf=90.0%), Magnitude=-0.42% (Conf=50.0096%)
[2025-12-29T20:35:55.736076] [INFO ] [main      ] Fetching symbol history for PRTA...
[2025-12-29T20:35:55.736128] [DEBUG] [REMOTE    ] PRTA: Fetching historical data.
[2025-12-29T20:35:55.737650] [INFO ] [main      ] Progress: 126/403 forecasts completed (31.3%). FELE finished in 0.7s. ETA: 47.7s. Rate: 348.49 forecasts/min
[2025-12-29T20:35:55.749266] [DEBUG] [REMOTE    ] PRTA: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:55.750477] [DEBUG] [LOCAL     ] Loaded configuration for PRTA: 5 features, N/A% accuracy
[2025-12-29T20:35:55.750532] [INFO ] [LOCAL     ] PRTA: Loaded 5 optimal features with 58.13% confidence from JSON config
[2025-12-29T20:35:55.750564] [DEBUG] [MAG       ] Building data for symbol: PRTA with lookback: 0
[2025-12-29T20:35:55.751397] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:35:55.751460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:55.756508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:35:55.757366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:35:55.792102] [INFO ] [LOCAL     ] BLFY: Saved forecast.
[2025-12-29T20:35:55.792170] [INFO ] [main      ] BLFY: Signal=1 (Conf=90.0%), Magnitude=-0.96% (Conf=43.4827%)
[2025-12-29T20:35:55.792527] [INFO ] [main      ] Progress: 127/403 forecasts completed (31.5%). BLFY finished in 0.6s. ETA: 47.3s. Rate: 350.37 forecasts/min
[2025-12-29T20:35:55.792687] [INFO ] [main      ] Fetching symbol history for RHI...
[2025-12-29T20:35:55.792732] [DEBUG] [REMOTE    ] RHI: Fetching historical data.
[2025-12-29T20:35:55.803687] [DEBUG] [REMOTE    ] RHI: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:55.804660] [DEBUG] [LOCAL     ] Loaded configuration for RHI: 9 features, N/A% accuracy
[2025-12-29T20:35:55.804715] [INFO ] [LOCAL     ] RHI: Loaded 9 optimal features with 50.97% confidence from JSON config
[2025-12-29T20:35:55.804749] [DEBUG] [MAG       ] Building data for symbol: RHI with lookback: 0
[2025-12-29T20:35:55.805528] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-29T20:35:55.805612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:55.810687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:55.812689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:55.813181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:35:55.863718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-29T20:35:55.877164] [INFO ] [LOCAL     ] IESC: Saved forecast.
[2025-12-29T20:35:55.877247] [INFO ] [main      ] IESC: Signal=1 (Conf=90.0%), Magnitude=-0.88% (Conf=54.6362%)
[2025-12-29T20:35:55.877727] [INFO ] [main      ] Fetching symbol history for DCTH...
[2025-12-29T20:35:55.877824] [DEBUG] [REMOTE    ] DCTH: Fetching historical data.
[2025-12-29T20:35:55.878661] [INFO ] [main      ] Progress: 128/403 forecasts completed (31.8%). IESC finished in 0.7s. ETA: 46.9s. Rate: 351.73 forecasts/min
[2025-12-29T20:35:55.882538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-29T20:35:55.883528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-29T20:35:55.884950] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:55.895943] [DEBUG] [REMOTE    ] DCTH: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:55.897065] [DEBUG] [LOCAL     ] Loaded configuration for DCTH: 3 features, N/A% accuracy
[2025-12-29T20:35:55.897138] [INFO ] [LOCAL     ] DCTH: Loaded 3 optimal features with 46.56% confidence from JSON config
[2025-12-29T20:35:55.897187] [DEBUG] [MAG       ] Building data for symbol: DCTH with lookback: 0
[2025-12-29T20:35:55.898282] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:35:55.898356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:55.903674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:35:55.904565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-29T20:35:55.906397] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:55.942291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-29T20:35:55.943657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-29T20:35:55.945396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-29T20:35:55.946870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-29T20:35:55.947561] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:56.002806] [DEBUG] [MAG       ] CHCI: Last date is validated at 2025-12-29
[2025-12-29T20:35:56.171705] [DEBUG] [MAG       ] CHCI: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:56.250895] [INFO ] [LOCAL     ] CHCI: Saved forecast.
[2025-12-29T20:35:56.250964] [INFO ] [main      ] CHCI: Signal=1 (Conf=90.0%), Magnitude=10.11% (Conf=49.6462%)
[2025-12-29T20:35:56.251361] [INFO ] [main      ] Fetching symbol history for AMBP...
[2025-12-29T20:35:56.251416] [DEBUG] [REMOTE    ] AMBP: Fetching historical data.
[2025-12-29T20:35:56.252660] [INFO ] [main      ] Progress: 129/403 forecasts completed (32.0%). CHCI finished in 0.6s. ETA: 47.2s. Rate: 348.51 forecasts/min
[2025-12-29T20:35:56.262838] [DEBUG] [MAG       ] DCTH: Last date is validated at 2025-12-29
[2025-12-29T20:35:56.263909] [DEBUG] [REMOTE    ] AMBP: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:56.264840] [DEBUG] [LOCAL     ] Loaded configuration for AMBP: 5 features, N/A% accuracy
[2025-12-29T20:35:56.264897] [INFO ] [LOCAL     ] AMBP: Loaded 5 optimal features with 53.11% confidence from JSON config
[2025-12-29T20:35:56.264930] [DEBUG] [MAG       ] Building data for symbol: AMBP with lookback: 0
[2025-12-29T20:35:56.265809] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:35:56.265872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:56.267729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:56.268268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:35:56.269257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:35:56.270271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-29T20:35:56.271334] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:56.271455] [DEBUG] [MAG       ] PRTA: Last date is validated at 2025-12-29
[2025-12-29T20:35:56.287981] [DEBUG] [MAG       ] RHI: Last date is validated at 2025-12-29
[2025-12-29T20:35:56.446232] [DEBUG] [MAG       ] DCTH: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:56.451452] [DEBUG] [MAG       ] PRTA: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:56.455163] [DEBUG] [MAG       ] RHI: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:56.517254] [INFO ] [LOCAL     ] DCTH: Saved forecast.
[2025-12-29T20:35:56.517322] [INFO ] [main      ] DCTH: Signal=1 (Conf=90.0%), Magnitude=4.94% (Conf=46.5563%)
[2025-12-29T20:35:56.517493] [INFO ] [main      ] Fetching symbol history for TRIN...
[2025-12-29T20:35:56.517538] [DEBUG] [REMOTE    ] TRIN: Fetching historical data.
[2025-12-29T20:35:56.517945] [INFO ] [main      ] Progress: 130/403 forecasts completed (32.3%). DCTH finished in 0.6s. ETA: 47.2s. Rate: 347.07 forecasts/min
[2025-12-29T20:35:56.529762] [DEBUG] [REMOTE    ] TRIN: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:56.532459] [DEBUG] [LOCAL     ] Loaded configuration for TRIN: 4 features, N/A% accuracy
[2025-12-29T20:35:56.532517] [INFO ] [LOCAL     ] TRIN: Loaded 4 optimal features with 63.16% confidence from JSON config
[2025-12-29T20:35:56.532549] [DEBUG] [MAG       ] Building data for symbol: TRIN with lookback: 0
[2025-12-29T20:35:56.533410] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:35:56.533474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:56.534637] [INFO ] [LOCAL     ] PRTA: Saved forecast.
[2025-12-29T20:35:56.534720] [INFO ] [main      ] PRTA: Signal=1 (Conf=90.0%), Magnitude=1.08% (Conf=58.1264%)
[2025-12-29T20:35:56.534887] [INFO ] [main      ] Fetching symbol history for CMP...
[2025-12-29T20:35:56.534931] [DEBUG] [REMOTE    ] CMP: Fetching historical data.
[2025-12-29T20:35:56.535240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:56.535787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:56.535822] [INFO ] [main      ] Progress: 131/403 forecasts completed (32.5%). PRTA finished in 0.8s. ETA: 46.7s. Rate: 349.46 forecasts/min
[2025-12-29T20:35:56.536235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:35:56.548209] [DEBUG] [REMOTE    ] CMP: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:56.549303] [DEBUG] [LOCAL     ] Loaded configuration for CMP: 6 features, N/A% accuracy
[2025-12-29T20:35:56.549375] [INFO ] [LOCAL     ] CMP: Loaded 6 optimal features with 58.09% confidence from JSON config
[2025-12-29T20:35:56.549423] [DEBUG] [MAG       ] Building data for symbol: CMP with lookback: 0
[2025-12-29T20:35:56.550411] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:35:56.550489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:56.556010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:56.556169] [INFO ] [LOCAL     ] RHI: Saved forecast.
[2025-12-29T20:35:56.556239] [INFO ] [main      ] RHI: Signal=1 (Conf=90.0%), Magnitude=-0.82% (Conf=50.9731%)
[2025-12-29T20:35:56.556415] [INFO ] [main      ] Fetching symbol history for HAIN...
[2025-12-29T20:35:56.556458] [DEBUG] [REMOTE    ] HAIN: Fetching historical data.
[2025-12-29T20:35:56.557174] [INFO ] [main      ] Progress: 132/403 forecasts completed (32.8%). RHI finished in 0.8s. ETA: 46.2s. Rate: 351.79 forecasts/min
[2025-12-29T20:35:56.557992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:56.558555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:35:56.559420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:35:56.562062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:35:56.563186] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:56.568207] [DEBUG] [REMOTE    ] HAIN: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:56.569087] [DEBUG] [LOCAL     ] Loaded configuration for HAIN: 2 features, N/A% accuracy
[2025-12-29T20:35:56.569141] [INFO ] [LOCAL     ] HAIN: Loaded 2 optimal features with 54.14% confidence from JSON config
[2025-12-29T20:35:56.569171] [DEBUG] [MAG       ] Building data for symbol: HAIN with lookback: 0
[2025-12-29T20:35:56.570031] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:35:56.570091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:56.574954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:35:56.576024] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:56.588852] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:56.618831] [DEBUG] [MAG       ] AMBP: Last date is validated at 2025-12-29
[2025-12-29T20:35:56.793488] [DEBUG] [MAG       ] AMBP: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:56.853179] [INFO ] [LOCAL     ] AMBP: Saved forecast.
[2025-12-29T20:35:56.853247] [INFO ] [main      ] AMBP: Signal=1 (Conf=90.0%), Magnitude=1.98% (Conf=53.1095%)
[2025-12-29T20:35:56.853607] [INFO ] [main      ] Fetching symbol history for SHLS...
[2025-12-29T20:35:56.853663] [DEBUG] [REMOTE    ] SHLS: Fetching historical data.
[2025-12-29T20:35:56.853667] [INFO ] [main      ] Progress: 133/403 forecasts completed (33.0%). AMBP finished in 0.6s. ETA: 46.3s. Rate: 349.85 forecasts/min
[2025-12-29T20:35:56.865367] [DEBUG] [REMOTE    ] SHLS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:56.866415] [DEBUG] [LOCAL     ] Loaded configuration for SHLS: 10 features, N/A% accuracy
[2025-12-29T20:35:56.866469] [INFO ] [LOCAL     ] SHLS: Loaded 10 optimal features with 54.28% confidence from JSON config
[2025-12-29T20:35:56.866501] [DEBUG] [MAG       ] Building data for symbol: SHLS with lookback: 0
[2025-12-29T20:35:56.867326] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-29T20:35:56.867396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:35:56.918398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-29T20:35:56.919730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-29T20:35:56.920482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-29T20:35:56.921005] [DEBUG] [MAG       ] HAIN: Last date is validated at 2025-12-29
[2025-12-29T20:35:56.923662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-29T20:35:56.924341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-29T20:35:56.925092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-29T20:35:56.925834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-29T20:35:56.928951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-29T20:35:56.929155] [DEBUG] [MAG       ] CMP: Last date is validated at 2025-12-29
[2025-12-29T20:35:56.931059] [DEBUG] [MAG       ] TRIN: Last date is validated at 2025-12-29
[2025-12-29T20:35:56.933622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-29T20:35:56.934840] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:57.103727] [DEBUG] [MAG       ] TRIN: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:57.112672] [DEBUG] [MAG       ] CMP: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:57.144901] [DEBUG] [MAG       ] HAIN: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:57.163570] [INFO ] [LOCAL     ] TRIN: Saved forecast.
[2025-12-29T20:35:57.163657] [INFO ] [main      ] TRIN: Signal=1 (Conf=90.0%), Magnitude=0.93% (Conf=63.1627%)
[2025-12-29T20:35:57.164038] [INFO ] [main      ] Fetching symbol history for ALZN...
[2025-12-29T20:35:57.164097] [DEBUG] [REMOTE    ] ALZN: Fetching historical data.
[2025-12-29T20:35:57.165656] [INFO ] [main      ] Progress: 134/403 forecasts completed (33.3%). TRIN finished in 0.6s. ETA: 46.4s. Rate: 347.73 forecasts/min
[2025-12-29T20:35:57.175757] [DEBUG] [REMOTE    ] ALZN: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:57.176790] [DEBUG] [LOCAL     ] Loaded configuration for ALZN: 7 features, N/A% accuracy
[2025-12-29T20:35:57.176847] [INFO ] [LOCAL     ] ALZN: Loaded 7 optimal features with 67.64% confidence from JSON config
[2025-12-29T20:35:57.176879] [DEBUG] [MAG       ] Building data for symbol: ALZN with lookback: 0
[2025-12-29T20:35:57.177688] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-29T20:35:57.177760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:57.179504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:57.180055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:57.180466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:35:57.197976] [INFO ] [LOCAL     ] CMP: Saved forecast.
[2025-12-29T20:35:57.198046] [INFO ] [main      ] CMP: Signal=1 (Conf=90.0%), Magnitude=-1.22% (Conf=58.0919%)
[2025-12-29T20:35:57.198487] [INFO ] [main      ] Fetching symbol history for SNTI...
[2025-12-29T20:35:57.198543] [DEBUG] [REMOTE    ] SNTI: Fetching historical data.
[2025-12-29T20:35:57.198531] [INFO ] [main      ] Progress: 135/403 forecasts completed (33.5%). CMP finished in 0.7s. ETA: 46.0s. Rate: 349.82 forecasts/min
[2025-12-29T20:35:57.205164] [INFO ] [LOCAL     ] HAIN: Saved forecast.
[2025-12-29T20:35:57.205228] [INFO ] [main      ] HAIN: Signal=1 (Conf=90.0%), Magnitude=-7.35% (Conf=54.1431%)
[2025-12-29T20:35:57.205702] [INFO ] [main      ] Progress: 136/403 forecasts completed (33.7%). HAIN finished in 0.6s. ETA: 45.5s. Rate: 352.30 forecasts/min
[2025-12-29T20:35:57.205859] [INFO ] [main      ] Fetching symbol history for OHI...
[2025-12-29T20:35:57.205916] [DEBUG] [REMOTE    ] OHI: Fetching historical data.
[2025-12-29T20:35:57.211383] [DEBUG] [REMOTE    ] SNTI: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:57.212356] [DEBUG] [LOCAL     ] Loaded configuration for SNTI: 4 features, N/A% accuracy
[2025-12-29T20:35:57.212417] [INFO ] [LOCAL     ] SNTI: Loaded 4 optimal features with 40.86% confidence from JSON config
[2025-12-29T20:35:57.212456] [DEBUG] [MAG       ] Building data for symbol: SNTI with lookback: 0
[2025-12-29T20:35:57.213355] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:35:57.213424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:57.215515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:57.216102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:57.216513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:35:57.217826] [DEBUG] [REMOTE    ] OHI: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:57.218530] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:57.218755] [DEBUG] [LOCAL     ] Loaded configuration for OHI: 6 features, N/A% accuracy
[2025-12-29T20:35:57.218833] [INFO ] [LOCAL     ] OHI: Loaded 6 optimal features with 57.69% confidence from JSON config
[2025-12-29T20:35:57.218865] [DEBUG] [MAG       ] Building data for symbol: OHI with lookback: 0
[2025-12-29T20:35:57.219693] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:35:57.219756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:57.224782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:57.226667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:57.227172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:57.227596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:35:57.267459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-29T20:35:57.268418] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:57.286677] [DEBUG] [MAG       ] SHLS: Last date is validated at 2025-12-29
[2025-12-29T20:35:57.298782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:35:57.339285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:35:57.340448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-29T20:35:57.341116] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:57.457813] [DEBUG] [MAG       ] SHLS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:57.532033] [INFO ] [LOCAL     ] SHLS: Saved forecast.
[2025-12-29T20:35:57.532101] [INFO ] [main      ] SHLS: Signal=1 (Conf=90.0%), Magnitude=-4.05% (Conf=54.2765%)
[2025-12-29T20:35:57.532525] [INFO ] [main      ] Fetching symbol history for BNS...
[2025-12-29T20:35:57.532591] [DEBUG] [REMOTE    ] BNS: Fetching historical data.
[2025-12-29T20:35:57.532684] [INFO ] [main      ] Progress: 137/403 forecasts completed (34.0%). SHLS finished in 0.7s. ETA: 45.6s. Rate: 349.96 forecasts/min
[2025-12-29T20:35:57.544531] [DEBUG] [REMOTE    ] BNS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:57.546046] [DEBUG] [LOCAL     ] Loaded configuration for BNS: 2 features, N/A% accuracy
[2025-12-29T20:35:57.546099] [INFO ] [LOCAL     ] BNS: Loaded 2 optimal features with 61.96% confidence from JSON config
[2025-12-29T20:35:57.546130] [DEBUG] [MAG       ] Building data for symbol: BNS with lookback: 0
[2025-12-29T20:35:57.547023] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:35:57.547083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:57.551968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:35:57.554436] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:57.582370] [DEBUG] [MAG       ] SNTI: Last date is validated at 2025-12-29
[2025-12-29T20:35:57.614242] [DEBUG] [MAG       ] OHI: Last date is validated at 2025-12-29
[2025-12-29T20:35:57.689972] [DEBUG] [MAG       ] ALZN: Last date is validated at 2025-12-29
[2025-12-29T20:35:57.769653] [DEBUG] [MAG       ] SNTI: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:57.798960] [DEBUG] [MAG       ] OHI: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:57.863409] [INFO ] [LOCAL     ] SNTI: Saved forecast.
[2025-12-29T20:35:57.863502] [INFO ] [main      ] SNTI: Signal=1 (Conf=90.0%), Magnitude=8.85% (Conf=40.8632%)
[2025-12-29T20:35:57.863953] [INFO ] [main      ] Fetching symbol history for OXM...
[2025-12-29T20:35:57.864010] [DEBUG] [REMOTE    ] OXM: Fetching historical data.
[2025-12-29T20:35:57.864007] [INFO ] [main      ] Progress: 138/403 forecasts completed (34.2%). SNTI finished in 0.7s. ETA: 45.7s. Rate: 347.61 forecasts/min
[2025-12-29T20:35:57.869520] [DEBUG] [MAG       ] ALZN: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:57.877204] [DEBUG] [REMOTE    ] OXM: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:57.878192] [DEBUG] [LOCAL     ] Loaded configuration for OXM: 4 features, N/A% accuracy
[2025-12-29T20:35:57.878249] [INFO ] [LOCAL     ] OXM: Loaded 4 optimal features with 49.10% confidence from JSON config
[2025-12-29T20:35:57.878464] [DEBUG] [MAG       ] Building data for symbol: OXM with lookback: 0
[2025-12-29T20:35:57.879413] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:35:57.879487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:57.882943] [INFO ] [LOCAL     ] OHI: Saved forecast.
[2025-12-29T20:35:57.883012] [INFO ] [main      ] OHI: Signal=1 (Conf=90.0%), Magnitude=0.40% (Conf=57.6911%)
[2025-12-29T20:35:57.883552] [INFO ] [main      ] Fetching symbol history for MBC...
[2025-12-29T20:35:57.883619] [DEBUG] [REMOTE    ] MBC: Fetching historical data.
[2025-12-29T20:35:57.884517] [INFO ] [main      ] Progress: 139/403 forecasts completed (34.5%). OHI finished in 0.7s. ETA: 45.3s. Rate: 349.82 forecasts/min
[2025-12-29T20:35:57.885076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-29T20:35:57.887208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-29T20:35:57.887944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-29T20:35:57.889178] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:57.896149] [DEBUG] [REMOTE    ] MBC: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:57.896915] [DEBUG] [LOCAL     ] Loaded configuration for MBC: 2 features, N/A% accuracy
[2025-12-29T20:35:57.896967] [INFO ] [LOCAL     ] MBC: Loaded 2 optimal features with 59.38% confidence from JSON config
[2025-12-29T20:35:57.896997] [DEBUG] [MAG       ] Building data for symbol: MBC with lookback: 0
[2025-12-29T20:35:57.897792] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:35:57.897851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:35:57.898599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-29T20:35:57.904314] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:57.907871] [DEBUG] [MAG       ] BNS: Last date is validated at 2025-12-29
[2025-12-29T20:35:57.939186] [INFO ] [LOCAL     ] ALZN: Saved forecast.
[2025-12-29T20:35:57.939254] [INFO ] [main      ] ALZN: Signal=1 (Conf=90.0%), Magnitude=0.61% (Conf=67.6387%)
[2025-12-29T20:35:57.939624] [INFO ] [main      ] Fetching symbol history for IMMX...
[2025-12-29T20:35:57.939676] [DEBUG] [REMOTE    ] IMMX: Fetching historical data.
[2025-12-29T20:35:57.939666] [INFO ] [main      ] Progress: 140/403 forecasts completed (34.7%). ALZN finished in 0.8s. ETA: 44.9s. Rate: 351.53 forecasts/min
[2025-12-29T20:35:57.951745] [DEBUG] [REMOTE    ] IMMX: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:57.952809] [DEBUG] [LOCAL     ] Loaded configuration for IMMX: 4 features, N/A% accuracy
[2025-12-29T20:35:57.952868] [INFO ] [LOCAL     ] IMMX: Loaded 4 optimal features with 45.64% confidence from JSON config
[2025-12-29T20:35:57.952901] [DEBUG] [MAG       ] Building data for symbol: IMMX with lookback: 0
[2025-12-29T20:35:57.953775] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:35:57.953836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:57.958957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:57.960999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:57.961519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:57.961950] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:58.084855] [DEBUG] [MAG       ] BNS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:58.168921] [INFO ] [LOCAL     ] BNS: Saved forecast.
[2025-12-29T20:35:58.169000] [INFO ] [main      ] BNS: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=61.9645%)
[2025-12-29T20:35:58.169476] [INFO ] [main      ] Fetching symbol history for PD...
[2025-12-29T20:35:58.169530] [DEBUG] [REMOTE    ] PD: Fetching historical data.
[2025-12-29T20:35:58.169671] [INFO ] [main      ] Progress: 141/403 forecasts completed (35.0%). BNS finished in 0.6s. ETA: 44.8s. Rate: 350.66 forecasts/min
[2025-12-29T20:35:58.182629] [DEBUG] [REMOTE    ] PD: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:58.183649] [DEBUG] [LOCAL     ] Loaded configuration for PD: 4 features, N/A% accuracy
[2025-12-29T20:35:58.183702] [INFO ] [LOCAL     ] PD: Loaded 4 optimal features with 47.28% confidence from JSON config
[2025-12-29T20:35:58.183736] [DEBUG] [MAG       ] Building data for symbol: PD with lookback: 0
[2025-12-29T20:35:58.184760] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:35:58.184822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:58.190471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:35:58.191367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-29T20:35:58.192752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-29T20:35:58.193459] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:58.265901] [DEBUG] [MAG       ] OXM: Last date is validated at 2025-12-29
[2025-12-29T20:35:58.266737] [DEBUG] [MAG       ] MBC: Last date is validated at 2025-12-29
[2025-12-29T20:35:58.312678] [DEBUG] [MAG       ] IMMX: Last date is validated at 2025-12-29
[2025-12-29T20:35:58.445228] [DEBUG] [MAG       ] OXM: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:58.446525] [DEBUG] [MAG       ] MBC: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:58.482757] [DEBUG] [MAG       ] IMMX: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:58.516291] [INFO ] [LOCAL     ] MBC: Saved forecast.
[2025-12-29T20:35:58.516368] [INFO ] [main      ] MBC: Signal=1 (Conf=90.0%), Magnitude=6.24% (Conf=59.3782%)
[2025-12-29T20:35:58.516717] [INFO ] [main      ] Fetching symbol history for PDI...
[2025-12-29T20:35:58.516773] [DEBUG] [REMOTE    ] PDI: Fetching historical data.
[2025-12-29T20:35:58.517680] [INFO ] [main      ] Progress: 142/403 forecasts completed (35.2%). MBC finished in 0.6s. ETA: 45.0s. Rate: 348.13 forecasts/min
[2025-12-29T20:35:58.528858] [DEBUG] [REMOTE    ] PDI: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:58.529787] [DEBUG] [LOCAL     ] Loaded configuration for PDI: 2 features, N/A% accuracy
[2025-12-29T20:35:58.529845] [INFO ] [LOCAL     ] PDI: Loaded 2 optimal features with 46.17% confidence from JSON config
[2025-12-29T20:35:58.529876] [DEBUG] [MAG       ] Building data for symbol: PDI with lookback: 0
[2025-12-29T20:35:58.530687] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:35:58.530757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:58.535868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-29T20:35:58.537305] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:58.544278] [INFO ] [LOCAL     ] IMMX: Saved forecast.
[2025-12-29T20:35:58.544347] [INFO ] [main      ] IMMX: Signal=1 (Conf=90.0%), Magnitude=4.52% (Conf=45.6358%)
[2025-12-29T20:35:58.544722] [INFO ] [main      ] Progress: 143/403 forecasts completed (35.5%). IMMX finished in 0.6s. ETA: 44.5s. Rate: 350.19 forecasts/min
[2025-12-29T20:35:58.544869] [INFO ] [main      ] Fetching symbol history for JHX...
[2025-12-29T20:35:58.544915] [DEBUG] [REMOTE    ] JHX: Fetching historical data.
[2025-12-29T20:35:58.552677] [DEBUG] [MAG       ] PD: Last date is validated at 2025-12-29
[2025-12-29T20:35:58.556568] [DEBUG] [REMOTE    ] JHX: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:58.557650] [INFO ] [LOCAL     ] OXM: Saved forecast.
[2025-12-29T20:35:58.557720] [INFO ] [main      ] OXM: Signal=1 (Conf=90.0%), Magnitude=3.72% (Conf=49.0998%)
[2025-12-29T20:35:58.557896] [INFO ] [main      ] Fetching symbol history for PNQI...
[2025-12-29T20:35:58.557957] [DEBUG] [REMOTE    ] PNQI: Fetching historical data.
[2025-12-29T20:35:58.558135] [INFO ] [main      ] Progress: 144/403 forecasts completed (35.7%). OXM finished in 0.7s. ETA: 44.1s. Rate: 352.45 forecasts/min
[2025-12-29T20:35:58.558363] [DEBUG] [LOCAL     ] Loaded configuration for JHX: 2 features, N/A% accuracy
[2025-12-29T20:35:58.558408] [INFO ] [LOCAL     ] JHX: Loaded 2 optimal features with 49.40% confidence from JSON config
[2025-12-29T20:35:58.558439] [DEBUG] [MAG       ] Building data for symbol: JHX with lookback: 0
[2025-12-29T20:35:58.559282] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:35:58.559344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:35:58.560249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:35:58.561976] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:58.570377] [DEBUG] [REMOTE    ] PNQI: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:58.571429] [DEBUG] [LOCAL     ] Loaded configuration for PNQI: 5 features, N/A% accuracy
[2025-12-29T20:35:58.571493] [INFO ] [LOCAL     ] PNQI: Loaded 5 optimal features with 51.28% confidence from JSON config
[2025-12-29T20:35:58.571529] [DEBUG] [MAG       ] Building data for symbol: PNQI with lookback: 0
[2025-12-29T20:35:58.572445] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:35:58.572514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:58.577797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:35:58.578702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-29T20:35:58.583188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-29T20:35:58.584422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-29T20:35:58.585600] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:58.728284] [DEBUG] [MAG       ] PD: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:58.805560] [INFO ] [LOCAL     ] PD: Saved forecast.
[2025-12-29T20:35:58.805647] [INFO ] [main      ] PD: Signal=1 (Conf=90.0%), Magnitude=-4.02% (Conf=47.277%)
[2025-12-29T20:35:58.805801] [INFO ] [main      ] Fetching symbol history for BCAL...
[2025-12-29T20:35:58.805845] [DEBUG] [REMOTE    ] BCAL: Fetching historical data.
[2025-12-29T20:35:58.806942] [INFO ] [main      ] Progress: 145/403 forecasts completed (36.0%). PD finished in 0.6s. ETA: 44.1s. Rate: 351.33 forecasts/min
[2025-12-29T20:35:58.817636] [DEBUG] [REMOTE    ] BCAL: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:58.818554] [DEBUG] [LOCAL     ] Loaded configuration for BCAL: 5 features, N/A% accuracy
[2025-12-29T20:35:58.818623] [INFO ] [LOCAL     ] BCAL: Loaded 5 optimal features with 61.83% confidence from JSON config
[2025-12-29T20:35:58.818654] [DEBUG] [MAG       ] Building data for symbol: BCAL with lookback: 0
[2025-12-29T20:35:58.819458] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:35:58.819519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:58.821277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:58.821813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:35:58.898823] [DEBUG] [MAG       ] PDI: Last date is validated at 2025-12-29
[2025-12-29T20:35:58.902370] [DEBUG] [MAG       ] JHX: Last date is validated at 2025-12-29
[2025-12-29T20:35:58.940949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-29T20:35:58.945643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-29T20:35:58.948931] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:58.952278] [DEBUG] [MAG       ] PNQI: Last date is validated at 2025-12-29
[2025-12-29T20:35:59.075798] [DEBUG] [MAG       ] JHX: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:59.080321] [DEBUG] [MAG       ] PDI: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:59.137240] [DEBUG] [MAG       ] PNQI: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:59.147106] [INFO ] [LOCAL     ] PDI: Saved forecast.
[2025-12-29T20:35:59.147193] [INFO ] [main      ] PDI: Signal=1 (Conf=90.0%), Magnitude=-0.75% (Conf=46.1699%)
[2025-12-29T20:35:59.147566] [INFO ] [main      ] Fetching symbol history for MANH...
[2025-12-29T20:35:59.147636] [DEBUG] [REMOTE    ] MANH: Fetching historical data.
[2025-12-29T20:35:59.147620] [INFO ] [main      ] Progress: 146/403 forecasts completed (36.2%). PDI finished in 0.6s. ETA: 44.2s. Rate: 348.95 forecasts/min
[2025-12-29T20:35:59.162893] [DEBUG] [REMOTE    ] MANH: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:59.164043] [DEBUG] [LOCAL     ] Loaded configuration for MANH: 6 features, N/A% accuracy
[2025-12-29T20:35:59.164102] [INFO ] [LOCAL     ] MANH: Loaded 6 optimal features with 52.78% confidence from JSON config
[2025-12-29T20:35:59.164134] [DEBUG] [MAG       ] Building data for symbol: MANH with lookback: 0
[2025-12-29T20:35:59.165013] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:35:59.165090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:59.166938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:59.167522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:59.167995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:35:59.169048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-29T20:35:59.173308] [INFO ] [LOCAL     ] JHX: Saved forecast.
[2025-12-29T20:35:59.173398] [INFO ] [main      ] JHX: Signal=1 (Conf=90.0%), Magnitude=-5.00% (Conf=49.3991%)
[2025-12-29T20:35:59.173789] [INFO ] [main      ] Progress: 147/403 forecasts completed (36.5%). JHX finished in 0.6s. ETA: 43.8s. Rate: 350.98 forecasts/min
[2025-12-29T20:35:59.174792] [INFO ] [main      ] Fetching symbol history for GLPG...
[2025-12-29T20:35:59.174847] [DEBUG] [REMOTE    ] GLPG: Fetching historical data.
[2025-12-29T20:35:59.188898] [DEBUG] [REMOTE    ] GLPG: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:59.189699] [DEBUG] [LOCAL     ] Loaded configuration for GLPG: 6 features, N/A% accuracy
[2025-12-29T20:35:59.189752] [INFO ] [LOCAL     ] GLPG: Loaded 6 optimal features with 49.18% confidence from JSON config
[2025-12-29T20:35:59.189785] [DEBUG] [MAG       ] Building data for symbol: GLPG with lookback: 0
[2025-12-29T20:35:59.190647] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:35:59.190719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:59.196770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:59.198661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:35:59.199191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:59.199672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:59.200083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-29T20:35:59.201464] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:59.228004] [INFO ] [LOCAL     ] PNQI: Saved forecast.
[2025-12-29T20:35:59.228076] [INFO ] [main      ] PNQI: Signal=1 (Conf=90.0%), Magnitude=0.23% (Conf=51.2772%)
[2025-12-29T20:35:59.228491] [INFO ] [main      ] Fetching symbol history for JKS...
[2025-12-29T20:35:59.228547] [DEBUG] [REMOTE    ] JKS: Fetching historical data.
[2025-12-29T20:35:59.229474] [INFO ] [main      ] Progress: 148/403 forecasts completed (36.7%). PNQI finished in 0.7s. ETA: 43.4s. Rate: 352.58 forecasts/min
[2025-12-29T20:35:59.241495] [DEBUG] [REMOTE    ] JKS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:59.242632] [DEBUG] [LOCAL     ] Loaded configuration for JKS: 6 features, N/A% accuracy
[2025-12-29T20:35:59.242686] [INFO ] [LOCAL     ] JKS: Loaded 6 optimal features with 57.11% confidence from JSON config
[2025-12-29T20:35:59.242717] [DEBUG] [MAG       ] Building data for symbol: JKS with lookback: 0
[2025-12-29T20:35:59.243549] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:35:59.243630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:59.248755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:35:59.249771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-29T20:35:59.252732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-29T20:35:59.255710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-29T20:35:59.257241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-29T20:35:59.257397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-29T20:35:59.259081] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:59.259382] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:59.302022] [DEBUG] [MAG       ] BCAL: Last date is validated at 2025-12-29
[2025-12-29T20:35:59.470055] [DEBUG] [MAG       ] BCAL: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:59.537719] [INFO ] [LOCAL     ] BCAL: Saved forecast.
[2025-12-29T20:35:59.537785] [INFO ] [main      ] BCAL: Signal=1 (Conf=90.0%), Magnitude=-1.18% (Conf=61.8303%)
[2025-12-29T20:35:59.538284] [INFO ] [main      ] Fetching symbol history for HNRG...
[2025-12-29T20:35:59.538337] [DEBUG] [REMOTE    ] HNRG: Fetching historical data.
[2025-12-29T20:35:59.538676] [INFO ] [main      ] Progress: 149/403 forecasts completed (37.0%). BCAL finished in 0.7s. ETA: 43.5s. Rate: 350.66 forecasts/min
[2025-12-29T20:35:59.546411] [DEBUG] [MAG       ] GLPG: Last date is validated at 2025-12-29
[2025-12-29T20:35:59.551918] [DEBUG] [REMOTE    ] HNRG: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:59.553063] [DEBUG] [LOCAL     ] Loaded configuration for HNRG: 10 features, N/A% accuracy
[2025-12-29T20:35:59.553119] [INFO ] [LOCAL     ] HNRG: Loaded 10 optimal features with 51.96% confidence from JSON config
[2025-12-29T20:35:59.553152] [DEBUG] [MAG       ] Building data for symbol: HNRG with lookback: 0
[2025-12-29T20:35:59.554006] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-29T20:35:59.554076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:59.559130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:59.560982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:59.561477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:35:59.561948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-29T20:35:59.566326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-29T20:35:59.567977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-29T20:35:59.569338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-29T20:35:59.570849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-29T20:35:59.571724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-29T20:35:59.572952] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:59.609623] [DEBUG] [MAG       ] MANH: Last date is validated at 2025-12-29
[2025-12-29T20:35:59.620087] [DEBUG] [MAG       ] JKS: Last date is validated at 2025-12-29
[2025-12-29T20:35:59.714489] [DEBUG] [MAG       ] GLPG: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:59.783255] [DEBUG] [MAG       ] MANH: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:59.794750] [INFO ] [LOCAL     ] GLPG: Saved forecast.
[2025-12-29T20:35:59.794818] [INFO ] [main      ] GLPG: Signal=1 (Conf=90.0%), Magnitude=1.04% (Conf=49.1755%)
[2025-12-29T20:35:59.795161] [INFO ] [main      ] Fetching symbol history for BBWI...
[2025-12-29T20:35:59.795210] [DEBUG] [REMOTE    ] BBWI: Fetching historical data.
[2025-12-29T20:35:59.796664] [INFO ] [main      ] Progress: 150/403 forecasts completed (37.2%). GLPG finished in 0.6s. ETA: 43.4s. Rate: 349.48 forecasts/min
[2025-12-29T20:35:59.802504] [DEBUG] [MAG       ] JKS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:35:59.806918] [DEBUG] [REMOTE    ] BBWI: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:59.807835] [DEBUG] [LOCAL     ] Loaded configuration for BBWI: 4 features, N/A% accuracy
[2025-12-29T20:35:59.807890] [INFO ] [LOCAL     ] BBWI: Loaded 4 optimal features with 65.58% confidence from JSON config
[2025-12-29T20:35:59.807921] [DEBUG] [MAG       ] Building data for symbol: BBWI with lookback: 0
[2025-12-29T20:35:59.808707] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:35:59.808789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:59.813569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-29T20:35:59.814414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-29T20:35:59.815093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-29T20:35:59.815791] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:59.902782] [INFO ] [LOCAL     ] JKS: Saved forecast.
[2025-12-29T20:35:59.902854] [INFO ] [main      ] JKS: Signal=1 (Conf=90.0%), Magnitude=2.96% (Conf=57.1141%)
[2025-12-29T20:35:59.903216] [INFO ] [main      ] Progress: 151/403 forecasts completed (37.5%). JKS finished in 0.7s. ETA: 43.2s. Rate: 350.36 forecasts/min
[2025-12-29T20:35:59.903353] [INFO ] [main      ] Fetching symbol history for CRVL...
[2025-12-29T20:35:59.903415] [DEBUG] [REMOTE    ] CRVL: Fetching historical data.
[2025-12-29T20:35:59.916445] [DEBUG] [REMOTE    ] CRVL: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:59.917375] [DEBUG] [LOCAL     ] Loaded configuration for CRVL: 5 features, N/A% accuracy
[2025-12-29T20:35:59.917430] [INFO ] [LOCAL     ] CRVL: Loaded 5 optimal features with 45.09% confidence from JSON config
[2025-12-29T20:35:59.917465] [DEBUG] [MAG       ] Building data for symbol: CRVL with lookback: 0
[2025-12-29T20:35:59.918413] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:35:59.918490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:59.919492] [DEBUG] [MAG       ] HNRG: Last date is validated at 2025-12-29
[2025-12-29T20:35:59.923753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:35:59.924643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:35:59.935325] [INFO ] [LOCAL     ] MANH: Saved forecast.
[2025-12-29T20:35:59.935402] [INFO ] [main      ] MANH: Signal=1 (Conf=90.0%), Magnitude=-0.49% (Conf=52.783%)
[2025-12-29T20:35:59.935783] [INFO ] [main      ] Fetching symbol history for ETO...
[2025-12-29T20:35:59.935835] [DEBUG] [REMOTE    ] ETO: Fetching historical data.
[2025-12-29T20:35:59.936838] [INFO ] [main      ] Progress: 152/403 forecasts completed (37.7%). MANH finished in 0.8s. ETA: 42.8s. Rate: 352.22 forecasts/min
[2025-12-29T20:35:59.947127] [DEBUG] [REMOTE    ] ETO: Successfully parsed 300 rows of historical data.
[2025-12-29T20:35:59.948167] [DEBUG] [LOCAL     ] Loaded configuration for ETO: 3 features, N/A% accuracy
[2025-12-29T20:35:59.948225] [INFO ] [LOCAL     ] ETO: Loaded 3 optimal features with 55.91% confidence from JSON config
[2025-12-29T20:35:59.948255] [DEBUG] [MAG       ] Building data for symbol: ETO with lookback: 0
[2025-12-29T20:35:59.949146] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:35:59.949208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:35:59.954150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:35:59.956043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:35:59.956531] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:35:59.967815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:35:59.969161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-29T20:35:59.971542] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:00.114054] [DEBUG] [MAG       ] HNRG: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:00.180708] [DEBUG] [MAG       ] BBWI: Last date is validated at 2025-12-29
[2025-12-29T20:36:00.330814] [INFO ] [LOCAL     ] HNRG: Saved forecast.
[2025-12-29T20:36:00.330884] [INFO ] [main      ] HNRG: Signal=1 (Conf=90.0%), Magnitude=0.28% (Conf=51.9627%)
[2025-12-29T20:36:00.331040] [INFO ] [main      ] Fetching symbol history for RMI...
[2025-12-29T20:36:00.331086] [DEBUG] [REMOTE    ] RMI: Fetching historical data.
[2025-12-29T20:36:00.332307] [INFO ] [main      ] Progress: 153/403 forecasts completed (38.0%). HNRG finished in 0.8s. ETA: 43.0s. Rate: 349.20 forecasts/min
[2025-12-29T20:36:00.353627] [DEBUG] [REMOTE    ] RMI: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:00.354682] [DEBUG] [LOCAL     ] Loaded configuration for RMI: 6 features, N/A% accuracy
[2025-12-29T20:36:00.354736] [INFO ] [LOCAL     ] RMI: Loaded 6 optimal features with 51.96% confidence from JSON config
[2025-12-29T20:36:00.354766] [DEBUG] [MAG       ] Building data for symbol: RMI with lookback: 0
[2025-12-29T20:36:00.355548] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:36:00.355637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:00.356506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-29T20:36:00.356475] [DEBUG] [MAG       ] ETO: Last date is validated at 2025-12-29
[2025-12-29T20:36:00.359740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:00.361649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:00.362169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-29T20:36:00.368753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-29T20:36:00.374010] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:00.435141] [DEBUG] [MAG       ] CRVL: Last date is validated at 2025-12-29
[2025-12-29T20:36:00.467504] [DEBUG] [MAG       ] BBWI: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:00.593315] [DEBUG] [MAG       ] ETO: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:00.653338] [INFO ] [LOCAL     ] BBWI: Saved forecast.
[2025-12-29T20:36:00.653402] [INFO ] [main      ] BBWI: Signal=1 (Conf=90.0%), Magnitude=-3.22% (Conf=65.576%)
[2025-12-29T20:36:00.653758] [INFO ] [main      ] Progress: 154/403 forecasts completed (38.2%). BBWI finished in 0.9s. ETA: 43.0s. Rate: 347.24 forecasts/min
[2025-12-29T20:36:00.653883] [INFO ] [main      ] Fetching symbol history for AMN...
[2025-12-29T20:36:00.653925] [DEBUG] [REMOTE    ] AMN: Fetching historical data.
[2025-12-29T20:36:00.666466] [INFO ] [LOCAL     ] ETO: Saved forecast.
[2025-12-29T20:36:00.666542] [INFO ] [main      ] ETO: Signal=1 (Conf=90.0%), Magnitude=0.12% (Conf=55.911%)
[2025-12-29T20:36:00.666963] [INFO ] [main      ] Progress: 155/403 forecasts completed (38.5%). ETO finished in 0.7s. ETA: 42.6s. Rate: 349.32 forecasts/min
[2025-12-29T20:36:00.667207] [INFO ] [main      ] Fetching symbol history for SSRM...
[2025-12-29T20:36:00.667265] [DEBUG] [REMOTE    ] SSRM: Fetching historical data.
[2025-12-29T20:36:00.677410] [DEBUG] [REMOTE    ] AMN: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:00.681392] [DEBUG] [LOCAL     ] Loaded configuration for AMN: 4 features, N/A% accuracy
[2025-12-29T20:36:00.681448] [INFO ] [LOCAL     ] AMN: Loaded 4 optimal features with 46.50% confidence from JSON config
[2025-12-29T20:36:00.681487] [DEBUG] [MAG       ] Building data for symbol: AMN with lookback: 0
[2025-12-29T20:36:00.682370] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:00.682432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:00.683237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-29T20:36:00.684300] [DEBUG] [REMOTE    ] SSRM: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:00.686651] [DEBUG] [LOCAL     ] Loaded configuration for SSRM: 5 features, N/A% accuracy
[2025-12-29T20:36:00.686729] [INFO ] [LOCAL     ] SSRM: Loaded 5 optimal features with 50.27% confidence from JSON config
[2025-12-29T20:36:00.686765] [DEBUG] [MAG       ] Building data for symbol: SSRM with lookback: 0
[2025-12-29T20:36:00.687880] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:36:00.687951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:00.691971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:00.692589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:00.693111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:00.693543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:00.699395] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:00.719982] [DEBUG] [MAG       ] CRVL: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:00.788031] [DEBUG] [MAG       ] RMI: Last date is validated at 2025-12-29
[2025-12-29T20:36:00.830692] [INFO ] [LOCAL     ] CRVL: Saved forecast.
[2025-12-29T20:36:00.830760] [INFO ] [main      ] CRVL: Signal=1 (Conf=90.0%), Magnitude=-2.76% (Conf=45.089%)
[2025-12-29T20:36:00.831137] [INFO ] [main      ] Fetching symbol history for CIB...
[2025-12-29T20:36:00.831190] [DEBUG] [REMOTE    ] CIB: Fetching historical data.
[2025-12-29T20:36:00.831992] [INFO ] [main      ] Progress: 156/403 forecasts completed (38.7%). CRVL finished in 0.9s. ETA: 42.4s. Rate: 349.41 forecasts/min
[2025-12-29T20:36:00.844146] [DEBUG] [REMOTE    ] CIB: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:00.847623] [DEBUG] [LOCAL     ] Loaded configuration for CIB: 2 features, N/A% accuracy
[2025-12-29T20:36:00.847692] [INFO ] [LOCAL     ] CIB: Loaded 2 optimal features with 46.22% confidence from JSON config
[2025-12-29T20:36:00.847726] [DEBUG] [MAG       ] Building data for symbol: CIB with lookback: 0
[2025-12-29T20:36:00.848689] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:36:00.848760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-29T20:36:00.850602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-29T20:36:00.853062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-29T20:36:00.854075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-29T20:36:00.854538] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:00.855852] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:00.956340] [DEBUG] [MAG       ] RMI: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:01.159246] [INFO ] [LOCAL     ] RMI: Saved forecast.
[2025-12-29T20:36:01.159323] [INFO ] [main      ] RMI: Signal=1 (Conf=90.0%), Magnitude=0.19% (Conf=51.9606%)
[2025-12-29T20:36:01.159540] [INFO ] [main      ] Fetching symbol history for VONE...
[2025-12-29T20:36:01.159604] [DEBUG] [REMOTE    ] VONE: Fetching historical data.
[2025-12-29T20:36:01.159874] [INFO ] [main      ] Progress: 157/403 forecasts completed (39.0%). RMI finished in 0.8s. ETA: 42.5s. Rate: 347.40 forecasts/min
[2025-12-29T20:36:01.163254] [DEBUG] [MAG       ] SSRM: Last date is validated at 2025-12-29
[2025-12-29T20:36:01.186979] [DEBUG] [REMOTE    ] VONE: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:01.188180] [DEBUG] [LOCAL     ] Loaded configuration for VONE: 5 features, N/A% accuracy
[2025-12-29T20:36:01.188249] [INFO ] [LOCAL     ] VONE: Loaded 5 optimal features with 50.40% confidence from JSON config
[2025-12-29T20:36:01.188282] [DEBUG] [MAG       ] Building data for symbol: VONE with lookback: 0
[2025-12-29T20:36:01.189403] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:36:01.189499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:01.191540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:01.192110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:01.192544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-29T20:36:01.248999] [DEBUG] [MAG       ] AMN: Last date is validated at 2025-12-29
[2025-12-29T20:36:01.250462] [DEBUG] [MAG       ] CIB: Last date is validated at 2025-12-29
[2025-12-29T20:36:01.282212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-29T20:36:01.284322] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:01.342084] [DEBUG] [MAG       ] SSRM: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:01.417759] [INFO ] [LOCAL     ] SSRM: Saved forecast.
[2025-12-29T20:36:01.417829] [INFO ] [main      ] SSRM: Signal=1 (Conf=90.0%), Magnitude=-2.90% (Conf=50.2712%)
[2025-12-29T20:36:01.418179] [INFO ] [main      ] Progress: 158/403 forecasts completed (39.2%). SSRM finished in 0.8s. ETA: 42.4s. Rate: 346.31 forecasts/min
[2025-12-29T20:36:01.418307] [INFO ] [main      ] Fetching symbol history for GGB...
[2025-12-29T20:36:01.418350] [DEBUG] [REMOTE    ] GGB: Fetching historical data.
[2025-12-29T20:36:01.423494] [DEBUG] [MAG       ] AMN: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:01.429252] [DEBUG] [REMOTE    ] GGB: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:01.430246] [DEBUG] [LOCAL     ] Loaded configuration for GGB: 5 features, N/A% accuracy
[2025-12-29T20:36:01.430300] [INFO ] [LOCAL     ] GGB: Loaded 5 optimal features with 34.19% confidence from JSON config
[2025-12-29T20:36:01.430332] [DEBUG] [MAG       ] Building data for symbol: GGB with lookback: 0
[2025-12-29T20:36:01.431195] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:36:01.431263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:01.436483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:01.438400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:01.438948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:01.439357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:01.440149] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:01.444951] [DEBUG] [MAG       ] CIB: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:01.524163] [INFO ] [LOCAL     ] AMN: Saved forecast.
[2025-12-29T20:36:01.524233] [INFO ] [main      ] AMN: Signal=1 (Conf=90.0%), Magnitude=-2.30% (Conf=46.496%)
[2025-12-29T20:36:01.524702] [INFO ] [main      ] Fetching symbol history for CFFN...
[2025-12-29T20:36:01.524755] [DEBUG] [REMOTE    ] CFFN: Fetching historical data.
[2025-12-29T20:36:01.525655] [INFO ] [main      ] Progress: 159/403 forecasts completed (39.5%). AMN finished in 0.9s. ETA: 42.2s. Rate: 347.14 forecasts/min
[2025-12-29T20:36:01.536797] [DEBUG] [REMOTE    ] CFFN: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:01.537011] [INFO ] [LOCAL     ] CIB: Saved forecast.
[2025-12-29T20:36:01.537092] [INFO ] [main      ] CIB: Signal=1 (Conf=90.0%), Magnitude=-0.62% (Conf=46.2185%)
[2025-12-29T20:36:01.537288] [INFO ] [main      ] Fetching symbol history for HMC...
[2025-12-29T20:36:01.537340] [DEBUG] [REMOTE    ] HMC: Fetching historical data.
[2025-12-29T20:36:01.538100] [DEBUG] [LOCAL     ] Loaded configuration for CFFN: 6 features, N/A% accuracy
[2025-12-29T20:36:01.538159] [INFO ] [LOCAL     ] CFFN: Loaded 6 optimal features with 50.57% confidence from JSON config
[2025-12-29T20:36:01.538193] [DEBUG] [MAG       ] Building data for symbol: CFFN with lookback: 0
[2025-12-29T20:36:01.538622] [INFO ] [main      ] Progress: 160/403 forecasts completed (39.7%). CIB finished in 0.7s. ETA: 41.8s. Rate: 349.16 forecasts/min
[2025-12-29T20:36:01.539064] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:36:01.539130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:01.544278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:01.546152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:01.546668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:01.547440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:01.548287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-29T20:36:01.549547] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:01.550793] [DEBUG] [REMOTE    ] HMC: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:01.552156] [DEBUG] [LOCAL     ] Loaded configuration for HMC: 4 features, N/A% accuracy
[2025-12-29T20:36:01.552604] [INFO ] [LOCAL     ] HMC: Loaded 4 optimal features with 56.85% confidence from JSON config
[2025-12-29T20:36:01.552646] [DEBUG] [MAG       ] Building data for symbol: HMC with lookback: 0
[2025-12-29T20:36:01.553558] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:01.553835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:01.556692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-29T20:36:01.559894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-29T20:36:01.561322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-29T20:36:01.562534] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:01.636916] [DEBUG] [MAG       ] VONE: Last date is validated at 2025-12-29
[2025-12-29T20:36:01.799421] [DEBUG] [MAG       ] GGB: Last date is validated at 2025-12-29
[2025-12-29T20:36:01.816528] [DEBUG] [MAG       ] VONE: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:01.933278] [DEBUG] [MAG       ] CFFN: Last date is validated at 2025-12-29
[2025-12-29T20:36:01.939186] [INFO ] [LOCAL     ] VONE: Saved forecast.
[2025-12-29T20:36:01.939256] [INFO ] [main      ] VONE: Signal=1 (Conf=90.0%), Magnitude=0.33% (Conf=50.3961%)
[2025-12-29T20:36:01.939417] [INFO ] [main      ] Fetching symbol history for CHSCL...
[2025-12-29T20:36:01.939463] [DEBUG] [REMOTE    ] CHSCL: Fetching historical data.
[2025-12-29T20:36:01.940658] [INFO ] [main      ] Progress: 161/403 forecasts completed (40.0%). VONE finished in 0.8s. ETA: 41.9s. Rate: 346.28 forecasts/min
[2025-12-29T20:36:01.942724] [DEBUG] [MAG       ] HMC: Last date is validated at 2025-12-29
[2025-12-29T20:36:01.950850] [DEBUG] [REMOTE    ] CHSCL: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:01.951965] [DEBUG] [LOCAL     ] Loaded configuration for CHSCL: 3 features, N/A% accuracy
[2025-12-29T20:36:01.952019] [INFO ] [LOCAL     ] CHSCL: Loaded 3 optimal features with 51.46% confidence from JSON config
[2025-12-29T20:36:01.952051] [DEBUG] [MAG       ] Building data for symbol: CHSCL with lookback: 0
[2025-12-29T20:36:01.952880] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:01.952941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:01.958027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:01.959080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:01.961558] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:01.969063] [DEBUG] [MAG       ] GGB: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:02.025222] [INFO ] [LOCAL     ] GGB: Saved forecast.
[2025-12-29T20:36:02.025289] [INFO ] [main      ] GGB: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=34.1898%)
[2025-12-29T20:36:02.025622] [INFO ] [main      ] Fetching symbol history for TCPC...
[2025-12-29T20:36:02.025672] [DEBUG] [REMOTE    ] TCPC: Fetching historical data.
[2025-12-29T20:36:02.026525] [INFO ] [main      ] Progress: 162/403 forecasts completed (40.2%). GGB finished in 0.6s. ETA: 41.6s. Rate: 347.36 forecasts/min
[2025-12-29T20:36:02.036782] [DEBUG] [REMOTE    ] TCPC: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:02.037859] [DEBUG] [LOCAL     ] Loaded configuration for TCPC: 5 features, N/A% accuracy
[2025-12-29T20:36:02.037916] [INFO ] [LOCAL     ] TCPC: Loaded 5 optimal features with 51.44% confidence from JSON config
[2025-12-29T20:36:02.037947] [DEBUG] [MAG       ] Building data for symbol: TCPC with lookback: 0
[2025-12-29T20:36:02.038753] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:36:02.038843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:02.043825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:36:02.045682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-29T20:36:02.046342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-29T20:36:02.048507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:02.050318] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:02.123905] [DEBUG] [MAG       ] CFFN: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:02.125892] [DEBUG] [MAG       ] HMC: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:02.183856] [INFO ] [LOCAL     ] CFFN: Saved forecast.
[2025-12-29T20:36:02.183924] [INFO ] [main      ] CFFN: Signal=1 (Conf=90.0%), Magnitude=-0.11% (Conf=50.5708%)
[2025-12-29T20:36:02.184263] [INFO ] [main      ] Fetching symbol history for FOSL...
[2025-12-29T20:36:02.184315] [DEBUG] [REMOTE    ] FOSL: Fetching historical data.
[2025-12-29T20:36:02.184655] [INFO ] [main      ] Progress: 163/403 forecasts completed (40.4%). CFFN finished in 0.7s. ETA: 41.4s. Rate: 347.54 forecasts/min
[2025-12-29T20:36:02.200477] [DEBUG] [REMOTE    ] FOSL: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:02.201860] [DEBUG] [LOCAL     ] Loaded configuration for FOSL: 4 features, N/A% accuracy
[2025-12-29T20:36:02.201915] [INFO ] [LOCAL     ] FOSL: Loaded 4 optimal features with 46.71% confidence from JSON config
[2025-12-29T20:36:02.201949] [DEBUG] [MAG       ] Building data for symbol: FOSL with lookback: 0
[2025-12-29T20:36:02.202920] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:02.202982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:02.211124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:02.211994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:02.212880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:36:02.214659] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:02.215962] [INFO ] [LOCAL     ] HMC: Saved forecast.
[2025-12-29T20:36:02.216035] [INFO ] [main      ] HMC: Signal=1 (Conf=90.0%), Magnitude=-5.26% (Conf=56.8453%)
[2025-12-29T20:36:02.216530] [INFO ] [main      ] Progress: 164/403 forecasts completed (40.7%). HMC finished in 0.7s. ETA: 41.1s. Rate: 349.28 forecasts/min
[2025-12-29T20:36:02.216777] [INFO ] [main      ] Fetching symbol history for FDUS...
[2025-12-29T20:36:02.216833] [DEBUG] [REMOTE    ] FDUS: Fetching historical data.
[2025-12-29T20:36:02.229848] [DEBUG] [REMOTE    ] FDUS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:02.231007] [DEBUG] [LOCAL     ] Loaded configuration for FDUS: 3 features, N/A% accuracy
[2025-12-29T20:36:02.231079] [INFO ] [LOCAL     ] FDUS: Loaded 3 optimal features with 56.33% confidence from JSON config
[2025-12-29T20:36:02.231116] [DEBUG] [MAG       ] Building data for symbol: FDUS with lookback: 0
[2025-12-29T20:36:02.232068] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:02.232133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:02.234090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:02.234718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-29T20:36:02.236152] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:02.374399] [DEBUG] [MAG       ] CHSCL: Last date is validated at 2025-12-29
[2025-12-29T20:36:02.463699] [DEBUG] [MAG       ] TCPC: Last date is validated at 2025-12-29
[2025-12-29T20:36:02.546133] [DEBUG] [MAG       ] CHSCL: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:02.604093] [INFO ] [LOCAL     ] CHSCL: Saved forecast.
[2025-12-29T20:36:02.604165] [INFO ] [main      ] CHSCL: Signal=1 (Conf=90.0%), Magnitude=-0.32% (Conf=51.456%)
[2025-12-29T20:36:02.604320] [INFO ] [main      ] Fetching symbol history for CMTL...
[2025-12-29T20:36:02.604363] [DEBUG] [REMOTE    ] CMTL: Fetching historical data.
[2025-12-29T20:36:02.604945] [INFO ] [main      ] Progress: 165/403 forecasts completed (40.9%). CHSCL finished in 0.7s. ETA: 41.2s. Rate: 346.63 forecasts/min
[2025-12-29T20:36:02.614335] [DEBUG] [MAG       ] FOSL: Last date is validated at 2025-12-29
[2025-12-29T20:36:02.615758] [DEBUG] [REMOTE    ] CMTL: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:02.616649] [DEBUG] [LOCAL     ] Loaded configuration for CMTL: 4 features, N/A% accuracy
[2025-12-29T20:36:02.616705] [INFO ] [LOCAL     ] CMTL: Loaded 4 optimal features with 63.50% confidence from JSON config
[2025-12-29T20:36:02.616736] [DEBUG] [MAG       ] Building data for symbol: CMTL with lookback: 0
[2025-12-29T20:36:02.617505] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:02.617566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:02.622471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:02.623297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-29T20:36:02.625071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-29T20:36:02.629290] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:02.635143] [DEBUG] [MAG       ] TCPC: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:02.651066] [DEBUG] [MAG       ] FDUS: Last date is validated at 2025-12-29
[2025-12-29T20:36:02.694763] [INFO ] [LOCAL     ] TCPC: Saved forecast.
[2025-12-29T20:36:02.694832] [INFO ] [main      ] TCPC: Signal=1 (Conf=90.0%), Magnitude=-2.49% (Conf=51.4396%)
[2025-12-29T20:36:02.695173] [INFO ] [main      ] Fetching symbol history for LEA...
[2025-12-29T20:36:02.695224] [DEBUG] [REMOTE    ] LEA: Fetching historical data.
[2025-12-29T20:36:02.695667] [INFO ] [main      ] Progress: 166/403 forecasts completed (41.2%). TCPC finished in 0.7s. ETA: 40.9s. Rate: 347.62 forecasts/min
[2025-12-29T20:36:02.707071] [DEBUG] [REMOTE    ] LEA: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:02.708139] [DEBUG] [LOCAL     ] Loaded configuration for LEA: 5 features, N/A% accuracy
[2025-12-29T20:36:02.708193] [INFO ] [LOCAL     ] LEA: Loaded 5 optimal features with 37.24% confidence from JSON config
[2025-12-29T20:36:02.708226] [DEBUG] [MAG       ] Building data for symbol: LEA with lookback: 0
[2025-12-29T20:36:02.709416] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:36:02.709481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-29T20:36:02.710531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-29T20:36:02.712036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-29T20:36:02.715089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-29T20:36:02.715868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-29T20:36:02.717531] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:02.785384] [DEBUG] [MAG       ] FOSL: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:02.831731] [DEBUG] [MAG       ] FDUS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:02.845230] [INFO ] [LOCAL     ] FOSL: Saved forecast.
[2025-12-29T20:36:02.845297] [INFO ] [main      ] FOSL: Signal=1 (Conf=90.0%), Magnitude=2.34% (Conf=46.7053%)
[2025-12-29T20:36:02.845449] [INFO ] [main      ] Fetching symbol history for AEI...
[2025-12-29T20:36:02.845492] [DEBUG] [REMOTE    ] AEI: Fetching historical data.
[2025-12-29T20:36:02.848663] [INFO ] [main      ] Progress: 167/403 forecasts completed (41.4%). FOSL finished in 0.7s. ETA: 40.7s. Rate: 347.86 forecasts/min
[2025-12-29T20:36:02.856729] [DEBUG] [REMOTE    ] AEI: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:02.857798] [DEBUG] [LOCAL     ] Loaded configuration for AEI: 3 features, N/A% accuracy
[2025-12-29T20:36:02.857851] [INFO ] [LOCAL     ] AEI: Loaded 3 optimal features with 48.68% confidence from JSON config
[2025-12-29T20:36:02.857882] [DEBUG] [MAG       ] Building data for symbol: AEI with lookback: 0
[2025-12-29T20:36:02.858695] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:02.858755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:02.863738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:36:02.900756] [INFO ] [LOCAL     ] FDUS: Saved forecast.
[2025-12-29T20:36:02.900829] [INFO ] [main      ] FDUS: Signal=1 (Conf=90.0%), Magnitude=-2.37% (Conf=56.3299%)
[2025-12-29T20:36:02.901226] [INFO ] [main      ] Progress: 168/403 forecasts completed (41.7%). FDUS finished in 0.7s. ETA: 40.4s. Rate: 349.31 forecasts/min
[2025-12-29T20:36:02.901362] [INFO ] [main      ] Fetching symbol history for EXP...
[2025-12-29T20:36:02.901409] [DEBUG] [REMOTE    ] EXP: Fetching historical data.
[2025-12-29T20:36:02.902084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-29T20:36:02.902976] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:02.914309] [DEBUG] [REMOTE    ] EXP: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:02.915275] [DEBUG] [LOCAL     ] Loaded configuration for EXP: 0 features, N/A% accuracy
[2025-12-29T20:36:02.915334] [INFO ] [LOCAL     ] EXP: Loaded 0 optimal features with 51.99% confidence from JSON config
[2025-12-29T20:36:02.915368] [DEBUG] [MAG       ] Building data for symbol: EXP with lookback: 0
[2025-12-29T20:36:02.916287] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-29T20:36:02.966900] [DEBUG] [MAG       ] CMTL: Last date is validated at 2025-12-29
[2025-12-29T20:36:03.062055] [DEBUG] [MAG       ] LEA: Last date is validated at 2025-12-29
[2025-12-29T20:36:03.134715] [DEBUG] [MAG       ] CMTL: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:03.198121] [INFO ] [LOCAL     ] CMTL: Saved forecast.
[2025-12-29T20:36:03.198195] [INFO ] [main      ] CMTL: Signal=1 (Conf=90.0%), Magnitude=0.86% (Conf=63.4976%)
[2025-12-29T20:36:03.198586] [INFO ] [main      ] Fetching symbol history for MGNI...
[2025-12-29T20:36:03.198638] [DEBUG] [REMOTE    ] MGNI: Fetching historical data.
[2025-12-29T20:36:03.199654] [INFO ] [main      ] Progress: 169/403 forecasts completed (41.9%). CMTL finished in 0.6s. ETA: 40.4s. Rate: 347.79 forecasts/min
[2025-12-29T20:36:03.209994] [DEBUG] [REMOTE    ] MGNI: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:03.211016] [DEBUG] [LOCAL     ] Loaded configuration for MGNI: 2 features, N/A% accuracy
[2025-12-29T20:36:03.211068] [INFO ] [LOCAL     ] MGNI: Loaded 2 optimal features with 58.05% confidence from JSON config
[2025-12-29T20:36:03.211099] [DEBUG] [MAG       ] Building data for symbol: MGNI with lookback: 0
[2025-12-29T20:36:03.211903] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:36:03.211962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:03.216782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:03.217783] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:03.230589] [DEBUG] [MAG       ] LEA: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:03.239693] [DEBUG] [MAG       ] AEI: Last date is validated at 2025-12-29
[2025-12-29T20:36:03.267278] [DEBUG] [MAG       ] EXP: Last date is validated at 2025-12-29
[2025-12-29T20:36:03.334909] [INFO ] [LOCAL     ] LEA: Saved forecast.
[2025-12-29T20:36:03.334987] [INFO ] [main      ] LEA: Signal=1 (Conf=90.0%), Magnitude=0.34% (Conf=37.2419%)
[2025-12-29T20:36:03.335437] [INFO ] [main      ] Fetching symbol history for FTSM...
[2025-12-29T20:36:03.335490] [DEBUG] [REMOTE    ] FTSM: Fetching historical data.
[2025-12-29T20:36:03.335671] [INFO ] [main      ] Progress: 170/403 forecasts completed (42.2%). LEA finished in 0.6s. ETA: 40.1s. Rate: 348.22 forecasts/min
[2025-12-29T20:36:03.346963] [DEBUG] [REMOTE    ] FTSM: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:03.347756] [DEBUG] [LOCAL     ] Loaded configuration for FTSM: 50 features, N/A% accuracy
[2025-12-29T20:36:03.347811] [INFO ] [LOCAL     ] FTSM: Loaded 50 optimal features with 14.50% confidence from JSON config
[2025-12-29T20:36:03.347843] [DEBUG] [MAG       ] Building data for symbol: FTSM with lookback: 0
[2025-12-29T20:36:03.348689] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-29T20:36:03.348812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:03.353888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:03.355782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:03.356322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:03.356803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:03.357248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:03.358043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:03.358919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:03.361428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:36:03.407011] [DEBUG] [MAG       ] AEI: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:03.434890] [DEBUG] [MAG       ] EXP: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:03.467178] [INFO ] [LOCAL     ] AEI: Saved forecast.
[2025-12-29T20:36:03.467450] [INFO ] [main      ] AEI: Signal=1 (Conf=90.0%), Magnitude=-0.85% (Conf=48.6752%)
[2025-12-29T20:36:03.467625] [INFO ] [main      ] Fetching symbol history for CM...
[2025-12-29T20:36:03.467671] [DEBUG] [REMOTE    ] CM: Fetching historical data.
[2025-12-29T20:36:03.469902] [INFO ] [main      ] Progress: 171/403 forecasts completed (42.4%). AEI finished in 0.6s. ETA: 39.9s. Rate: 348.67 forecasts/min
[2025-12-29T20:36:03.479423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:36:03.480053] [DEBUG] [REMOTE    ] CM: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:03.481153] [DEBUG] [LOCAL     ] Loaded configuration for CM: 5 features, N/A% accuracy
[2025-12-29T20:36:03.481204] [INFO ] [LOCAL     ] CM: Loaded 5 optimal features with 64.93% confidence from JSON config
[2025-12-29T20:36:03.481236] [DEBUG] [MAG       ] Building data for symbol: CM with lookback: 0
[2025-12-29T20:36:03.481703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:36:03.482034] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:36:03.482096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:03.483979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:03.484489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:03.484958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:03.485356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:03.486140] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:03.521858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:36:03.523025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:36:03.554135] [INFO ] [LOCAL     ] EXP: Saved forecast.
[2025-12-29T20:36:03.554203] [INFO ] [main      ] EXP: Signal=1 (Conf=90.0%), Magnitude=2.80% (Conf=51.9851%)
[2025-12-29T20:36:03.554370] [INFO ] [main      ] Fetching symbol history for INSG...
[2025-12-29T20:36:03.554415] [DEBUG] [REMOTE    ] INSG: Fetching historical data.
[2025-12-29T20:36:03.554823] [INFO ] [main      ] Progress: 172/403 forecasts completed (42.7%). EXP finished in 0.7s. ETA: 39.6s. Rate: 349.70 forecasts/min
[2025-12-29T20:36:03.566206] [DEBUG] [REMOTE    ] INSG: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:03.567288] [DEBUG] [LOCAL     ] Loaded configuration for INSG: 6 features, N/A% accuracy
[2025-12-29T20:36:03.567341] [INFO ] [LOCAL     ] INSG: Loaded 6 optimal features with 58.26% confidence from JSON config
[2025-12-29T20:36:03.567372] [DEBUG] [MAG       ] Building data for symbol: INSG with lookback: 0
[2025-12-29T20:36:03.567327] [DEBUG] [MAG       ] MGNI: Last date is validated at 2025-12-29
[2025-12-29T20:36:03.568089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-29T20:36:03.568202] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:36:03.568267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:03.569301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-29T20:36:03.570013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:03.570530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:03.570542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-29T20:36:03.571007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:03.571789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:03.572631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-29T20:36:03.574251] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:03.645484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-29T20:36:03.646439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-29T20:36:03.648274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-29T20:36:03.651183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-29T20:36:03.652263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-29T20:36:03.654371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-29T20:36:03.655107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-29T20:36:03.659552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-29T20:36:03.660725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-29T20:36:03.662049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-29T20:36:03.663566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-29T20:36:03.666406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-29T20:36:03.667079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-29T20:36:03.667786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-29T20:36:03.669822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-29T20:36:03.670911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-29T20:36:03.671619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-29T20:36:03.672311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-29T20:36:03.673014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-29T20:36:03.675734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-29T20:36:03.677318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-29T20:36:03.679772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-29T20:36:03.681964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-29T20:36:03.685828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-29T20:36:03.703597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-29T20:36:03.704757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-29T20:36:03.706400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-29T20:36:03.707136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-29T20:36:03.708787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-29T20:36:03.710395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-29T20:36:03.711319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-29T20:36:03.712500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-29T20:36:03.713742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-29T20:36:03.715854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-29T20:36:03.717371] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:03.739395] [DEBUG] [MAG       ] MGNI: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:03.817539] [INFO ] [LOCAL     ] MGNI: Saved forecast.
[2025-12-29T20:36:03.817628] [INFO ] [main      ] MGNI: Signal=1 (Conf=90.0%), Magnitude=-1.82% (Conf=58.053%)
[2025-12-29T20:36:03.817821] [INFO ] [main      ] Fetching symbol history for KEP...
[2025-12-29T20:36:03.817872] [DEBUG] [REMOTE    ] KEP: Fetching historical data.
[2025-12-29T20:36:03.818913] [INFO ] [main      ] Progress: 173/403 forecasts completed (42.9%). MGNI finished in 0.6s. ETA: 39.6s. Rate: 348.62 forecasts/min
[2025-12-29T20:36:03.823483] [DEBUG] [MAG       ] CM: Last date is validated at 2025-12-29
[2025-12-29T20:36:03.829506] [DEBUG] [REMOTE    ] KEP: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:03.830345] [DEBUG] [LOCAL     ] Loaded configuration for KEP: 5 features, N/A% accuracy
[2025-12-29T20:36:03.830402] [INFO ] [LOCAL     ] KEP: Loaded 5 optimal features with 56.32% confidence from JSON config
[2025-12-29T20:36:03.830435] [DEBUG] [MAG       ] Building data for symbol: KEP with lookback: 0
[2025-12-29T20:36:03.831232] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:36:03.831294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:03.833027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:03.833874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:03.834262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:03.835031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:36:03.890547] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:03.924460] [DEBUG] [MAG       ] INSG: Last date is validated at 2025-12-29
[2025-12-29T20:36:03.993236] [DEBUG] [MAG       ] CM: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:04.055619] [DEBUG] [MAG       ] FTSM: Last date is validated at 2025-12-29
[2025-12-29T20:36:04.075698] [INFO ] [LOCAL     ] CM: Saved forecast.
[2025-12-29T20:36:04.075767] [INFO ] [main      ] CM: Signal=1 (Conf=90.0%), Magnitude=-0.33% (Conf=64.9339%)
[2025-12-29T20:36:04.076104] [INFO ] [main      ] Fetching symbol history for CIF...
[2025-12-29T20:36:04.076155] [DEBUG] [REMOTE    ] CIF: Fetching historical data.
[2025-12-29T20:36:04.076666] [INFO ] [main      ] Progress: 174/403 forecasts completed (43.2%). CM finished in 0.6s. ETA: 39.5s. Rate: 347.62 forecasts/min
[2025-12-29T20:36:04.087442] [DEBUG] [REMOTE    ] CIF: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:04.088520] [DEBUG] [LOCAL     ] Loaded configuration for CIF: 0 features, N/A% accuracy
[2025-12-29T20:36:04.088597] [INFO ] [LOCAL     ] CIF: Loaded 0 optimal features with 16.43% confidence from JSON config
[2025-12-29T20:36:04.088640] [DEBUG] [MAG       ] Building data for symbol: CIF with lookback: 0
[2025-12-29T20:36:04.089499] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-29T20:36:04.098945] [DEBUG] [MAG       ] INSG: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:04.180388] [INFO ] [LOCAL     ] INSG: Saved forecast.
[2025-12-29T20:36:04.180455] [INFO ] [main      ] INSG: Signal=1 (Conf=90.0%), Magnitude=-4.20% (Conf=58.2599%)
[2025-12-29T20:36:04.180839] [INFO ] [main      ] Progress: 175/403 forecasts completed (43.4%). INSG finished in 0.6s. ETA: 39.3s. Rate: 348.41 forecasts/min
[2025-12-29T20:36:04.180965] [INFO ] [main      ] Fetching symbol history for PLUG...
[2025-12-29T20:36:04.181009] [DEBUG] [REMOTE    ] PLUG: Fetching historical data.
[2025-12-29T20:36:04.192810] [DEBUG] [REMOTE    ] PLUG: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:04.193734] [DEBUG] [LOCAL     ] Loaded configuration for PLUG: 4 features, N/A% accuracy
[2025-12-29T20:36:04.193794] [INFO ] [LOCAL     ] PLUG: Loaded 4 optimal features with 56.33% confidence from JSON config
[2025-12-29T20:36:04.193827] [DEBUG] [MAG       ] Building data for symbol: PLUG with lookback: 0
[2025-12-29T20:36:04.194663] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:04.194725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:04.199767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:04.201618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:04.202113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:04.202904] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:04.224074] [DEBUG] [MAG       ] FTSM: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:04.228929] [DEBUG] [MAG       ] KEP: Last date is validated at 2025-12-29
[2025-12-29T20:36:04.402507] [DEBUG] [MAG       ] KEP: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:04.425364] [DEBUG] [MAG       ] CIF: Last date is validated at 2025-12-29
[2025-12-29T20:36:04.472184] [INFO ] [LOCAL     ] KEP: Saved forecast.
[2025-12-29T20:36:04.472254] [INFO ] [main      ] KEP: Signal=1 (Conf=90.0%), Magnitude=-3.36% (Conf=56.3239%)
[2025-12-29T20:36:04.472652] [INFO ] [main      ] Fetching symbol history for CHSCN...
[2025-12-29T20:36:04.472705] [DEBUG] [REMOTE    ] CHSCN: Fetching historical data.
[2025-12-29T20:36:04.472812] [INFO ] [LOCAL     ] FTSM: Saved forecast.
[2025-12-29T20:36:04.472882] [INFO ] [main      ] FTSM: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.4978%)
[2025-12-29T20:36:04.473250] [INFO ] [main      ] Fetching symbol history for GPIQ...
[2025-12-29T20:36:04.473301] [DEBUG] [REMOTE    ] GPIQ: Fetching historical data.
[2025-12-29T20:36:04.472669] [INFO ] [main      ] Progress: 176/403 forecasts completed (43.7%). KEP finished in 0.7s. ETA: 39.2s. Rate: 347.04 forecasts/min
[2025-12-29T20:36:04.473724] [INFO ] [main      ] Progress: 177/403 forecasts completed (43.9%). FTSM finished in 1.1s. ETA: 38.9s. Rate: 349.00 forecasts/min
[2025-12-29T20:36:04.484525] [DEBUG] [REMOTE    ] GPIQ: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:04.484517] [DEBUG] [REMOTE    ] CHSCN: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:04.485474] [DEBUG] [LOCAL     ] Loaded configuration for CHSCN: 6 features, N/A% accuracy
[2025-12-29T20:36:04.485527] [INFO ] [LOCAL     ] CHSCN: Loaded 6 optimal features with 33.61% confidence from JSON config
[2025-12-29T20:36:04.485558] [DEBUG] [MAG       ] Building data for symbol: CHSCN with lookback: 0
[2025-12-29T20:36:04.485486] [DEBUG] [LOCAL     ] Loaded configuration for GPIQ: 0 features, N/A% accuracy
[2025-12-29T20:36:04.485878] [INFO ] [LOCAL     ] GPIQ: Loaded 0 optimal features with 54.17% confidence from JSON config
[2025-12-29T20:36:04.485924] [DEBUG] [MAG       ] Building data for symbol: GPIQ with lookback: 0
[2025-12-29T20:36:04.486366] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:36:04.486428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:04.486709] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-29T20:36:04.488199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:04.488730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:04.489145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:04.490053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:36:04.549957] [DEBUG] [MAG       ] PLUG: Last date is validated at 2025-12-29
[2025-12-29T20:36:04.595806] [DEBUG] [MAG       ] CIF: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:04.607928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-29T20:36:04.609385] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:04.641925] [INFO ] [LOCAL     ] CIF: Saved forecast.
[2025-12-29T20:36:04.641992] [INFO ] [main      ] CIF: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=16.4296%)
[2025-12-29T20:36:04.642151] [INFO ] [main      ] Fetching symbol history for NRC...
[2025-12-29T20:36:04.642197] [DEBUG] [REMOTE    ] NRC: Fetching historical data.
[2025-12-29T20:36:04.643076] [INFO ] [main      ] Progress: 178/403 forecasts completed (44.2%). CIF finished in 0.6s. ETA: 38.7s. Rate: 349.03 forecasts/min
[2025-12-29T20:36:04.655560] [DEBUG] [REMOTE    ] NRC: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:04.656475] [DEBUG] [LOCAL     ] Loaded configuration for NRC: 8 features, N/A% accuracy
[2025-12-29T20:36:04.656526] [INFO ] [LOCAL     ] NRC: Loaded 8 optimal features with 52.05% confidence from JSON config
[2025-12-29T20:36:04.656556] [DEBUG] [MAG       ] Building data for symbol: NRC with lookback: 0
[2025-12-29T20:36:04.657372] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-29T20:36:04.657436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:04.659356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:04.659941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:04.660397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:04.660843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:04.663423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:36:04.705831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-29T20:36:04.707724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-29T20:36:04.708971] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:04.717917] [DEBUG] [MAG       ] PLUG: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:04.777477] [INFO ] [LOCAL     ] PLUG: Saved forecast.
[2025-12-29T20:36:04.777545] [INFO ] [main      ] PLUG: Signal=1 (Conf=90.0%), Magnitude=-7.16% (Conf=56.3261%)
[2025-12-29T20:36:04.777720] [INFO ] [main      ] Fetching symbol history for UAL...
[2025-12-29T20:36:04.777766] [DEBUG] [REMOTE    ] UAL: Fetching historical data.
[2025-12-29T20:36:04.778904] [INFO ] [main      ] Progress: 179/403 forecasts completed (44.4%). PLUG finished in 0.6s. ETA: 38.5s. Rate: 349.44 forecasts/min
[2025-12-29T20:36:04.789511] [DEBUG] [REMOTE    ] UAL: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:04.790620] [DEBUG] [LOCAL     ] Loaded configuration for UAL: 4 features, N/A% accuracy
[2025-12-29T20:36:04.790674] [INFO ] [LOCAL     ] UAL: Loaded 4 optimal features with 56.85% confidence from JSON config
[2025-12-29T20:36:04.791036] [DEBUG] [MAG       ] Building data for symbol: UAL with lookback: 0
[2025-12-29T20:36:04.791907] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:04.791968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:04.796818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:36:04.824324] [DEBUG] [MAG       ] GPIQ: Last date is validated at 2025-12-29
[2025-12-29T20:36:04.907073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-29T20:36:04.908372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:04.910232] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:04.955786] [DEBUG] [MAG       ] CHSCN: Last date is validated at 2025-12-29
[2025-12-29T20:36:05.000837] [DEBUG] [MAG       ] GPIQ: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:05.066653] [DEBUG] [MAG       ] NRC: Last date is validated at 2025-12-29
[2025-12-29T20:36:05.072637] [INFO ] [LOCAL     ] GPIQ: Saved forecast.
[2025-12-29T20:36:05.072711] [INFO ] [main      ] GPIQ: Signal=1 (Conf=90.0%), Magnitude=0.48% (Conf=54.1706%)
[2025-12-29T20:36:05.073079] [INFO ] [main      ] Fetching symbol history for NOMD...
[2025-12-29T20:36:05.073130] [DEBUG] [REMOTE    ] NOMD: Fetching historical data.
[2025-12-29T20:36:05.073669] [INFO ] [main      ] Progress: 180/403 forecasts completed (44.7%). GPIQ finished in 0.6s. ETA: 38.4s. Rate: 348.05 forecasts/min
[2025-12-29T20:36:05.084275] [DEBUG] [REMOTE    ] NOMD: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:05.085463] [DEBUG] [LOCAL     ] Loaded configuration for NOMD: 6 features, N/A% accuracy
[2025-12-29T20:36:05.085516] [INFO ] [LOCAL     ] NOMD: Loaded 6 optimal features with 57.11% confidence from JSON config
[2025-12-29T20:36:05.085547] [DEBUG] [MAG       ] Building data for symbol: NOMD with lookback: 0
[2025-12-29T20:36:05.086368] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:36:05.086432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:05.091419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:36:05.130227] [DEBUG] [MAG       ] CHSCN: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:05.132673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:36:05.133961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-29T20:36:05.135241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-29T20:36:05.137371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-29T20:36:05.138098] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:05.190818] [INFO ] [LOCAL     ] CHSCN: Saved forecast.
[2025-12-29T20:36:05.190888] [INFO ] [main      ] CHSCN: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=33.6073%)
[2025-12-29T20:36:05.191376] [INFO ] [main      ] Fetching symbol history for BOC...
[2025-12-29T20:36:05.191434] [DEBUG] [REMOTE    ] BOC: Fetching historical data.
[2025-12-29T20:36:05.191663] [INFO ] [main      ] Progress: 181/403 forecasts completed (44.9%). CHSCN finished in 0.7s. ETA: 38.2s. Rate: 348.66 forecasts/min
[2025-12-29T20:36:05.203318] [DEBUG] [REMOTE    ] BOC: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:05.204433] [DEBUG] [LOCAL     ] Loaded configuration for BOC: 4 features, N/A% accuracy
[2025-12-29T20:36:05.204486] [INFO ] [LOCAL     ] BOC: Loaded 4 optimal features with 50.18% confidence from JSON config
[2025-12-29T20:36:05.204518] [DEBUG] [MAG       ] Building data for symbol: BOC with lookback: 0
[2025-12-29T20:36:05.205355] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:05.205419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:05.207183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:05.207724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:05.208139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:36:05.237928] [DEBUG] [MAG       ] NRC: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:05.250109] [DEBUG] [MAG       ] UAL: Last date is validated at 2025-12-29
[2025-12-29T20:36:05.260934] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:05.394911] [INFO ] [LOCAL     ] NRC: Saved forecast.
[2025-12-29T20:36:05.394975] [INFO ] [main      ] NRC: Signal=1 (Conf=90.0%), Magnitude=-0.93% (Conf=52.0521%)
[2025-12-29T20:36:05.395343] [INFO ] [main      ] Fetching symbol history for CE...
[2025-12-29T20:36:05.395394] [DEBUG] [REMOTE    ] CE: Fetching historical data.
[2025-12-29T20:36:05.396660] [INFO ] [main      ] Progress: 182/403 forecasts completed (45.2%). NRC finished in 0.8s. ETA: 38.1s. Rate: 348.30 forecasts/min
[2025-12-29T20:36:05.407417] [DEBUG] [REMOTE    ] CE: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:05.408410] [DEBUG] [LOCAL     ] Loaded configuration for CE: 6 features, N/A% accuracy
[2025-12-29T20:36:05.408521] [INFO ] [LOCAL     ] CE: Loaded 6 optimal features with 45.32% confidence from JSON config
[2025-12-29T20:36:05.408621] [DEBUG] [MAG       ] Building data for symbol: CE with lookback: 0
[2025-12-29T20:36:05.409734] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:36:05.412562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:05.416703] [DEBUG] [MAG       ] UAL: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:05.417444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:05.419259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:05.419755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:05.420143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:05.422483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:36:05.424154] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:05.478193] [DEBUG] [MAG       ] NOMD: Last date is validated at 2025-12-29
[2025-12-29T20:36:05.533319] [INFO ] [LOCAL     ] UAL: Saved forecast.
[2025-12-29T20:36:05.533396] [INFO ] [main      ] UAL: Signal=1 (Conf=90.0%), Magnitude=-2.21% (Conf=56.8524%)
[2025-12-29T20:36:05.533779] [INFO ] [main      ] Progress: 183/403 forecasts completed (45.4%). UAL finished in 0.8s. ETA: 37.9s. Rate: 348.68 forecasts/min
[2025-12-29T20:36:05.533904] [INFO ] [main      ] Fetching symbol history for KFY...
[2025-12-29T20:36:05.533947] [DEBUG] [REMOTE    ] KFY: Fetching historical data.
[2025-12-29T20:36:05.545539] [DEBUG] [REMOTE    ] KFY: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:05.546638] [DEBUG] [LOCAL     ] Loaded configuration for KFY: 5 features, N/A% accuracy
[2025-12-29T20:36:05.546691] [INFO ] [LOCAL     ] KFY: Loaded 5 optimal features with 55.48% confidence from JSON config
[2025-12-29T20:36:05.546722] [DEBUG] [MAG       ] Building data for symbol: KFY with lookback: 0
[2025-12-29T20:36:05.547506] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:36:05.547566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:05.549319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:05.549854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:05.550257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-29T20:36:05.553078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-29T20:36:05.555181] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:05.605419] [DEBUG] [MAG       ] BOC: Last date is validated at 2025-12-29
[2025-12-29T20:36:05.644412] [DEBUG] [MAG       ] NOMD: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:05.718136] [INFO ] [LOCAL     ] NOMD: Saved forecast.
[2025-12-29T20:36:05.718209] [INFO ] [main      ] NOMD: Signal=1 (Conf=90.0%), Magnitude=1.30% (Conf=57.1138%)
[2025-12-29T20:36:05.718585] [INFO ] [main      ] Fetching symbol history for MCK...
[2025-12-29T20:36:05.718637] [DEBUG] [REMOTE    ] MCK: Fetching historical data.
[2025-12-29T20:36:05.719654] [INFO ] [main      ] Progress: 184/403 forecasts completed (45.7%). NOMD finished in 0.6s. ETA: 37.7s. Rate: 348.53 forecasts/min
[2025-12-29T20:36:05.729885] [DEBUG] [REMOTE    ] MCK: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:05.731006] [DEBUG] [LOCAL     ] Loaded configuration for MCK: 5 features, N/A% accuracy
[2025-12-29T20:36:05.731059] [INFO ] [LOCAL     ] MCK: Loaded 5 optimal features with 50.11% confidence from JSON config
[2025-12-29T20:36:05.731089] [DEBUG] [MAG       ] Building data for symbol: MCK with lookback: 0
[2025-12-29T20:36:05.731900] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:36:05.731961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:05.736785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-29T20:36:05.737640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-29T20:36:05.739438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-29T20:36:05.740129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-29T20:36:05.741427] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:05.778671] [DEBUG] [MAG       ] CE: Last date is validated at 2025-12-29
[2025-12-29T20:36:05.778898] [DEBUG] [MAG       ] BOC: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:05.840332] [INFO ] [LOCAL     ] BOC: Saved forecast.
[2025-12-29T20:36:05.840402] [INFO ] [main      ] BOC: Signal=1 (Conf=90.0%), Magnitude=-0.68% (Conf=50.1841%)
[2025-12-29T20:36:05.840563] [INFO ] [main      ] Fetching symbol history for EVTC...
[2025-12-29T20:36:05.840626] [DEBUG] [REMOTE    ] EVTC: Fetching historical data.
[2025-12-29T20:36:05.841657] [INFO ] [main      ] Progress: 185/403 forecasts completed (45.9%). BOC finished in 0.6s. ETA: 37.5s. Rate: 349.08 forecasts/min
[2025-12-29T20:36:05.852703] [DEBUG] [REMOTE    ] EVTC: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:05.854176] [DEBUG] [LOCAL     ] Loaded configuration for EVTC: 2 features, N/A% accuracy
[2025-12-29T20:36:05.854230] [INFO ] [LOCAL     ] EVTC: Loaded 2 optimal features with 59.91% confidence from JSON config
[2025-12-29T20:36:05.854262] [DEBUG] [MAG       ] Building data for symbol: EVTC with lookback: 0
[2025-12-29T20:36:05.855084] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:36:05.855144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:05.860162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:05.861012] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:05.893765] [DEBUG] [MAG       ] KFY: Last date is validated at 2025-12-29
[2025-12-29T20:36:05.954517] [DEBUG] [MAG       ] CE: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:06.062200] [DEBUG] [MAG       ] KFY: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:06.083674] [DEBUG] [MAG       ] MCK: Last date is validated at 2025-12-29
[2025-12-29T20:36:06.087801] [INFO ] [LOCAL     ] CE: Saved forecast.
[2025-12-29T20:36:06.087892] [INFO ] [main      ] CE: Signal=1 (Conf=90.0%), Magnitude=-2.90% (Conf=45.3206%)
[2025-12-29T20:36:06.088241] [INFO ] [main      ] Fetching symbol history for ATRC...
[2025-12-29T20:36:06.088292] [DEBUG] [REMOTE    ] ATRC: Fetching historical data.
[2025-12-29T20:36:06.088264] [INFO ] [main      ] Progress: 186/403 forecasts completed (46.2%). CE finished in 0.7s. ETA: 37.4s. Rate: 348.27 forecasts/min
[2025-12-29T20:36:06.100554] [DEBUG] [REMOTE    ] ATRC: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:06.101615] [DEBUG] [LOCAL     ] Loaded configuration for ATRC: 1 features, N/A% accuracy
[2025-12-29T20:36:06.101683] [INFO ] [LOCAL     ] ATRC: Loaded 1 optimal features with 65.58% confidence from JSON config
[2025-12-29T20:36:06.101733] [DEBUG] [MAG       ] Building data for symbol: ATRC with lookback: 0
[2025-12-29T20:36:06.102560] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-29T20:36:06.102640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-29T20:36:06.103932] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:06.150284] [INFO ] [LOCAL     ] KFY: Saved forecast.
[2025-12-29T20:36:06.150354] [INFO ] [main      ] KFY: Signal=1 (Conf=90.0%), Magnitude=-2.42% (Conf=55.4778%)
[2025-12-29T20:36:06.150697] [INFO ] [main      ] Fetching symbol history for BDTX...
[2025-12-29T20:36:06.150749] [DEBUG] [REMOTE    ] BDTX: Fetching historical data.
[2025-12-29T20:36:06.151621] [INFO ] [main      ] Progress: 187/403 forecasts completed (46.4%). KFY finished in 0.6s. ETA: 37.1s. Rate: 349.45 forecasts/min
[2025-12-29T20:36:06.162618] [DEBUG] [REMOTE    ] BDTX: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:06.163760] [DEBUG] [LOCAL     ] Loaded configuration for BDTX: 3 features, N/A% accuracy
[2025-12-29T20:36:06.163815] [INFO ] [LOCAL     ] BDTX: Loaded 3 optimal features with 48.14% confidence from JSON config
[2025-12-29T20:36:06.163850] [DEBUG] [MAG       ] Building data for symbol: BDTX with lookback: 0
[2025-12-29T20:36:06.164706] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:06.164776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:06.169814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:06.170818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:36:06.172558] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:06.207639] [DEBUG] [MAG       ] EVTC: Last date is validated at 2025-12-29
[2025-12-29T20:36:06.268960] [DEBUG] [MAG       ] MCK: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:06.381002] [DEBUG] [MAG       ] EVTC: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:06.437275] [INFO ] [LOCAL     ] MCK: Saved forecast.
[2025-12-29T20:36:06.437356] [INFO ] [main      ] MCK: Signal=1 (Conf=90.0%), Magnitude=-0.43% (Conf=50.1135%)
[2025-12-29T20:36:06.437775] [INFO ] [main      ] Fetching symbol history for BLCN...
[2025-12-29T20:36:06.437832] [DEBUG] [REMOTE    ] BLCN: Fetching historical data.
[2025-12-29T20:36:06.438664] [INFO ] [main      ] Progress: 188/403 forecasts completed (46.7%). MCK finished in 0.7s. ETA: 37.0s. Rate: 348.21 forecasts/min
[2025-12-29T20:36:06.448834] [DEBUG] [REMOTE    ] BLCN: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:06.449852] [DEBUG] [LOCAL     ] Loaded configuration for BLCN: 0 features, N/A% accuracy
[2025-12-29T20:36:06.449908] [INFO ] [LOCAL     ] BLCN: Loaded 0 optimal features with 48.47% confidence from JSON config
[2025-12-29T20:36:06.449940] [DEBUG] [MAG       ] Building data for symbol: BLCN with lookback: 0
[2025-12-29T20:36:06.450814] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-29T20:36:06.462722] [INFO ] [LOCAL     ] EVTC: Saved forecast.
[2025-12-29T20:36:06.462800] [INFO ] [main      ] EVTC: Signal=1 (Conf=90.0%), Magnitude=-1.88% (Conf=59.9078%)
[2025-12-29T20:36:06.463265] [INFO ] [main      ] Fetching symbol history for MSBI...
[2025-12-29T20:36:06.463320] [DEBUG] [REMOTE    ] MSBI: Fetching historical data.
[2025-12-29T20:36:06.463621] [INFO ] [main      ] Progress: 189/403 forecasts completed (46.9%). EVTC finished in 0.6s. ETA: 36.7s. Rate: 349.79 forecasts/min
[2025-12-29T20:36:06.467073] [DEBUG] [MAG       ] ATRC: Last date is validated at 2025-12-29
[2025-12-29T20:36:06.474852] [DEBUG] [REMOTE    ] MSBI: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:06.475710] [DEBUG] [LOCAL     ] Loaded configuration for MSBI: 8 features, N/A% accuracy
[2025-12-29T20:36:06.475763] [INFO ] [LOCAL     ] MSBI: Loaded 8 optimal features with 41.70% confidence from JSON config
[2025-12-29T20:36:06.475796] [DEBUG] [MAG       ] Building data for symbol: MSBI with lookback: 0
[2025-12-29T20:36:06.476609] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-29T20:36:06.476673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:06.481749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:06.483594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:06.484106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:06.484588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:06.484996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-29T20:36:06.487769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-29T20:36:06.488978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-29T20:36:06.490629] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:06.508820] [DEBUG] [MAG       ] BDTX: Last date is validated at 2025-12-29
[2025-12-29T20:36:06.648603] [DEBUG] [MAG       ] ATRC: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:06.677882] [DEBUG] [MAG       ] BDTX: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:06.734946] [INFO ] [LOCAL     ] ATRC: Saved forecast.
[2025-12-29T20:36:06.735013] [INFO ] [main      ] ATRC: Signal=1 (Conf=90.0%), Magnitude=1.54% (Conf=65.5839%)
[2025-12-29T20:36:06.735370] [INFO ] [main      ] Fetching symbol history for BHFAO...
[2025-12-29T20:36:06.735381] [INFO ] [main      ] Progress: 190/403 forecasts completed (47.1%). ATRC finished in 0.6s. ETA: 36.6s. Rate: 348.72 forecasts/min
[2025-12-29T20:36:06.735420] [DEBUG] [REMOTE    ] BHFAO: Fetching historical data.
[2025-12-29T20:36:06.735281] [INFO ] [LOCAL     ] BDTX: Saved forecast.
[2025-12-29T20:36:06.735514] [INFO ] [main      ] BDTX: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=48.1351%)
[2025-12-29T20:36:06.735687] [INFO ] [main      ] Fetching symbol history for TSL...
[2025-12-29T20:36:06.735732] [DEBUG] [REMOTE    ] TSL: Fetching historical data.
[2025-12-29T20:36:06.736347] [INFO ] [main      ] Progress: 191/403 forecasts completed (47.4%). BDTX finished in 0.6s. ETA: 36.3s. Rate: 350.54 forecasts/min
[2025-12-29T20:36:06.747149] [DEBUG] [REMOTE    ] BHFAO: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:06.747235] [DEBUG] [REMOTE    ] TSL: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:06.748382] [DEBUG] [LOCAL     ] Loaded configuration for BHFAO: 4 features, N/A% accuracy
[2025-12-29T20:36:06.748390] [DEBUG] [LOCAL     ] Loaded configuration for TSL: 3 features, N/A% accuracy
[2025-12-29T20:36:06.748435] [INFO ] [LOCAL     ] BHFAO: Loaded 4 optimal features with 50.64% confidence from JSON config
[2025-12-29T20:36:06.748439] [INFO ] [LOCAL     ] TSL: Loaded 3 optimal features with 61.41% confidence from JSON config
[2025-12-29T20:36:06.748466] [DEBUG] [MAG       ] Building data for symbol: BHFAO with lookback: 0
[2025-12-29T20:36:06.748468] [DEBUG] [MAG       ] Building data for symbol: TSL with lookback: 0
[2025-12-29T20:36:06.749308] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:06.749308] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:06.749369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:36:06.749372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:06.754205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-29T20:36:06.756069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-29T20:36:06.756781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-29T20:36:06.758191] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:06.792203] [DEBUG] [MAG       ] BLCN: Last date is validated at 2025-12-29
[2025-12-29T20:36:06.836497] [DEBUG] [MAG       ] MSBI: Last date is validated at 2025-12-29
[2025-12-29T20:36:06.866769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-29T20:36:06.868932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-29T20:36:06.869721] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:06.960195] [DEBUG] [MAG       ] BLCN: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:07.009297] [DEBUG] [MAG       ] MSBI: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:07.032012] [INFO ] [LOCAL     ] BLCN: Saved forecast.
[2025-12-29T20:36:07.032083] [INFO ] [main      ] BLCN: Signal=1 (Conf=90.0%), Magnitude=-3.67% (Conf=48.4718%)
[2025-12-29T20:36:07.032414] [INFO ] [main      ] Fetching symbol history for RMM...
[2025-12-29T20:36:07.032465] [DEBUG] [REMOTE    ] RMM: Fetching historical data.
[2025-12-29T20:36:07.032687] [INFO ] [main      ] Progress: 192/403 forecasts completed (47.6%). BLCN finished in 0.6s. ETA: 36.3s. Rate: 349.21 forecasts/min
[2025-12-29T20:36:07.043220] [DEBUG] [REMOTE    ] RMM: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:07.044438] [DEBUG] [LOCAL     ] Loaded configuration for RMM: 4 features, N/A% accuracy
[2025-12-29T20:36:07.044490] [INFO ] [LOCAL     ] RMM: Loaded 4 optimal features with 60.72% confidence from JSON config
[2025-12-29T20:36:07.044521] [DEBUG] [MAG       ] Building data for symbol: RMM with lookback: 0
[2025-12-29T20:36:07.045359] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:07.045420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-29T20:36:07.048192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-29T20:36:07.049883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-29T20:36:07.052252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-29T20:36:07.053343] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:07.092536] [DEBUG] [MAG       ] BHFAO: Last date is validated at 2025-12-29
[2025-12-29T20:36:07.095038] [INFO ] [LOCAL     ] MSBI: Saved forecast.
[2025-12-29T20:36:07.095105] [INFO ] [main      ] MSBI: Signal=1 (Conf=90.0%), Magnitude=4.09% (Conf=41.7043%)
[2025-12-29T20:36:07.095446] [INFO ] [main      ] Fetching symbol history for DIOD...
[2025-12-29T20:36:07.095498] [DEBUG] [REMOTE    ] DIOD: Fetching historical data.
[2025-12-29T20:36:07.096651] [INFO ] [main      ] Progress: 193/403 forecasts completed (47.9%). MSBI finished in 0.6s. ETA: 36.0s. Rate: 350.35 forecasts/min
[2025-12-29T20:36:07.108874] [DEBUG] [REMOTE    ] DIOD: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:07.109865] [DEBUG] [LOCAL     ] Loaded configuration for DIOD: 3 features, N/A% accuracy
[2025-12-29T20:36:07.109924] [INFO ] [LOCAL     ] DIOD: Loaded 3 optimal features with 52.89% confidence from JSON config
[2025-12-29T20:36:07.109958] [DEBUG] [MAG       ] Building data for symbol: DIOD with lookback: 0
[2025-12-29T20:36:07.110798] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:07.110860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:07.115924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:07.117805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:07.118291] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:07.217014] [DEBUG] [MAG       ] TSL: Last date is validated at 2025-12-29
[2025-12-29T20:36:07.270407] [DEBUG] [MAG       ] BHFAO: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:07.341114] [INFO ] [LOCAL     ] BHFAO: Saved forecast.
[2025-12-29T20:36:07.341180] [INFO ] [main      ] BHFAO: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=50.639%)
[2025-12-29T20:36:07.341513] [INFO ] [main      ] Fetching symbol history for BLE...
[2025-12-29T20:36:07.341562] [DEBUG] [REMOTE    ] BLE: Fetching historical data.
[2025-12-29T20:36:07.341678] [INFO ] [main      ] Progress: 194/403 forecasts completed (48.1%). BHFAO finished in 0.6s. ETA: 35.9s. Rate: 349.57 forecasts/min
[2025-12-29T20:36:07.353323] [DEBUG] [REMOTE    ] BLE: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:07.354205] [DEBUG] [LOCAL     ] Loaded configuration for BLE: 5 features, N/A% accuracy
[2025-12-29T20:36:07.354256] [INFO ] [LOCAL     ] BLE: Loaded 5 optimal features with 50.70% confidence from JSON config
[2025-12-29T20:36:07.354288] [DEBUG] [MAG       ] Building data for symbol: BLE with lookback: 0
[2025-12-29T20:36:07.355097] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:36:07.355354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:07.357093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:07.357626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-29T20:36:07.360513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-29T20:36:07.362670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-29T20:36:07.380736] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:07.386527] [DEBUG] [MAG       ] TSL: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:07.389329] [DEBUG] [MAG       ] RMM: Last date is validated at 2025-12-29
[2025-12-29T20:36:07.459833] [INFO ] [LOCAL     ] TSL: Saved forecast.
[2025-12-29T20:36:07.459902] [INFO ] [main      ] TSL: Signal=1 (Conf=90.0%), Magnitude=-5.35% (Conf=61.4139%)
[2025-12-29T20:36:07.460249] [INFO ] [main      ] Fetching symbol history for BHFAL...
[2025-12-29T20:36:07.460303] [DEBUG] [REMOTE    ] BHFAL: Fetching historical data.
[2025-12-29T20:36:07.461241] [INFO ] [main      ] Progress: 195/403 forecasts completed (48.4%). TSL finished in 0.7s. ETA: 35.6s. Rate: 350.12 forecasts/min
[2025-12-29T20:36:07.471914] [DEBUG] [REMOTE    ] BHFAL: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:07.473114] [DEBUG] [LOCAL     ] Loaded configuration for BHFAL: 4 features, N/A% accuracy
[2025-12-29T20:36:07.473166] [INFO ] [LOCAL     ] BHFAL: Loaded 4 optimal features with 62.81% confidence from JSON config
[2025-12-29T20:36:07.473196] [DEBUG] [MAG       ] Building data for symbol: BHFAL with lookback: 0
[2025-12-29T20:36:07.473117] [DEBUG] [MAG       ] DIOD: Last date is validated at 2025-12-29
[2025-12-29T20:36:07.474016] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:07.474077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:07.475852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:07.476386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-29T20:36:07.477680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-29T20:36:07.480416] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:07.555304] [DEBUG] [MAG       ] RMM: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:07.615363] [INFO ] [LOCAL     ] RMM: Saved forecast.
[2025-12-29T20:36:07.615429] [INFO ] [main      ] RMM: Signal=1 (Conf=90.0%), Magnitude=0.54% (Conf=60.7163%)
[2025-12-29T20:36:07.615779] [INFO ] [main      ] Fetching symbol history for AOD...
[2025-12-29T20:36:07.615831] [DEBUG] [REMOTE    ] AOD: Fetching historical data.
[2025-12-29T20:36:07.616683] [INFO ] [main      ] Progress: 196/403 forecasts completed (48.6%). RMM finished in 0.6s. ETA: 35.5s. Rate: 350.28 forecasts/min
[2025-12-29T20:36:07.626208] [DEBUG] [REMOTE    ] AOD: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:07.627238] [DEBUG] [LOCAL     ] Loaded configuration for AOD: 5 features, N/A% accuracy
[2025-12-29T20:36:07.627289] [INFO ] [LOCAL     ] AOD: Loaded 5 optimal features with 36.28% confidence from JSON config
[2025-12-29T20:36:07.627321] [DEBUG] [MAG       ] Building data for symbol: AOD with lookback: 0
[2025-12-29T20:36:07.628097] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:36:07.628477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-29T20:36:07.631194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-29T20:36:07.633703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-29T20:36:07.634763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-29T20:36:07.636145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-29T20:36:07.638989] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:07.649339] [DEBUG] [MAG       ] DIOD: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:07.718157] [DEBUG] [MAG       ] BLE: Last date is validated at 2025-12-29
[2025-12-29T20:36:07.745431] [INFO ] [LOCAL     ] DIOD: Saved forecast.
[2025-12-29T20:36:07.745506] [INFO ] [main      ] DIOD: Signal=1 (Conf=90.0%), Magnitude=-1.38% (Conf=52.8901%)
[2025-12-29T20:36:07.745699] [INFO ] [main      ] Fetching symbol history for TROX...
[2025-12-29T20:36:07.745748] [DEBUG] [REMOTE    ] TROX: Fetching historical data.
[2025-12-29T20:36:07.747794] [INFO ] [main      ] Progress: 197/403 forecasts completed (48.9%). DIOD finished in 0.6s. ETA: 35.2s. Rate: 350.70 forecasts/min
[2025-12-29T20:36:07.759693] [DEBUG] [REMOTE    ] TROX: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:07.760755] [DEBUG] [LOCAL     ] Loaded configuration for TROX: 3 features, N/A% accuracy
[2025-12-29T20:36:07.760812] [INFO ] [LOCAL     ] TROX: Loaded 3 optimal features with 52.66% confidence from JSON config
[2025-12-29T20:36:07.760846] [DEBUG] [MAG       ] Building data for symbol: TROX with lookback: 0
[2025-12-29T20:36:07.761732] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:07.761795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:36:07.763519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:36:07.764621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:36:07.819887] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:07.822469] [DEBUG] [MAG       ] BHFAL: Last date is validated at 2025-12-29
[2025-12-29T20:36:07.885346] [DEBUG] [MAG       ] BLE: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:07.942878] [INFO ] [LOCAL     ] BLE: Saved forecast.
[2025-12-29T20:36:07.942948] [INFO ] [main      ] BLE: Signal=1 (Conf=90.0%), Magnitude=0.72% (Conf=50.6972%)
[2025-12-29T20:36:07.943096] [INFO ] [main      ] Fetching symbol history for PLD...
[2025-12-29T20:36:07.943138] [DEBUG] [REMOTE    ] PLD: Fetching historical data.
[2025-12-29T20:36:07.944660] [INFO ] [main      ] Progress: 198/403 forecasts completed (49.1%). BLE finished in 0.6s. ETA: 35.1s. Rate: 350.44 forecasts/min
[2025-12-29T20:36:07.956303] [DEBUG] [REMOTE    ] PLD: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:07.957271] [DEBUG] [LOCAL     ] Loaded configuration for PLD: 5 features, N/A% accuracy
[2025-12-29T20:36:07.957321] [INFO ] [LOCAL     ] PLD: Loaded 5 optimal features with 55.29% confidence from JSON config
[2025-12-29T20:36:07.957353] [DEBUG] [MAG       ] Building data for symbol: PLD with lookback: 0
[2025-12-29T20:36:07.958133] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:36:07.958195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:07.960609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:36:07.962334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:36:07.977675] [DEBUG] [MAG       ] AOD: Last date is validated at 2025-12-29
[2025-12-29T20:36:08.007510] [DEBUG] [MAG       ] BHFAL: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:08.012106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-29T20:36:08.014176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-29T20:36:08.015388] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:08.079306] [INFO ] [LOCAL     ] BHFAL: Saved forecast.
[2025-12-29T20:36:08.079384] [INFO ] [main      ] BHFAL: Signal=1 (Conf=90.0%), Magnitude=-0.42% (Conf=62.8078%)
[2025-12-29T20:36:08.079771] [INFO ] [main      ] Progress: 199/403 forecasts completed (49.4%). BHFAL finished in 0.6s. ETA: 34.9s. Rate: 350.81 forecasts/min
[2025-12-29T20:36:08.079903] [INFO ] [main      ] Fetching symbol history for URBN...
[2025-12-29T20:36:08.079949] [DEBUG] [REMOTE    ] URBN: Fetching historical data.
[2025-12-29T20:36:08.091233] [DEBUG] [REMOTE    ] URBN: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:08.092184] [DEBUG] [LOCAL     ] Loaded configuration for URBN: 3 features, N/A% accuracy
[2025-12-29T20:36:08.092557] [INFO ] [LOCAL     ] URBN: Loaded 3 optimal features with 50.77% confidence from JSON config
[2025-12-29T20:36:08.092615] [DEBUG] [MAG       ] Building data for symbol: URBN with lookback: 0
[2025-12-29T20:36:08.093414] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:08.093474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:08.095208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:08.095746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:08.096187] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:08.144796] [DEBUG] [MAG       ] AOD: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:08.165828] [DEBUG] [MAG       ] TROX: Last date is validated at 2025-12-29
[2025-12-29T20:36:08.258948] [INFO ] [LOCAL     ] AOD: Saved forecast.
[2025-12-29T20:36:08.259017] [INFO ] [main      ] AOD: Signal=1 (Conf=90.0%), Magnitude=0.12% (Conf=36.281%)
[2025-12-29T20:36:08.259458] [INFO ] [main      ] Fetching symbol history for AEVA...
[2025-12-29T20:36:08.259511] [DEBUG] [REMOTE    ] AEVA: Fetching historical data.
[2025-12-29T20:36:08.259658] [INFO ] [main      ] Progress: 200/403 forecasts completed (49.6%). AOD finished in 0.6s. ETA: 34.7s. Rate: 350.72 forecasts/min
[2025-12-29T20:36:08.271236] [DEBUG] [REMOTE    ] AEVA: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:08.272429] [DEBUG] [LOCAL     ] Loaded configuration for AEVA: 3 features, N/A% accuracy
[2025-12-29T20:36:08.272481] [INFO ] [LOCAL     ] AEVA: Loaded 3 optimal features with 62.53% confidence from JSON config
[2025-12-29T20:36:08.272512] [DEBUG] [MAG       ] Building data for symbol: AEVA with lookback: 0
[2025-12-29T20:36:08.273310] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:08.273369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:08.274101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-29T20:36:08.274766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-29T20:36:08.275490] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:08.340477] [DEBUG] [MAG       ] TROX: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:08.357974] [DEBUG] [MAG       ] PLD: Last date is validated at 2025-12-29
[2025-12-29T20:36:08.406047] [INFO ] [LOCAL     ] TROX: Saved forecast.
[2025-12-29T20:36:08.406118] [INFO ] [main      ] TROX: Signal=1 (Conf=90.0%), Magnitude=-1.84% (Conf=52.6574%)
[2025-12-29T20:36:08.406288] [INFO ] [main      ] Fetching symbol history for RSI...
[2025-12-29T20:36:08.406347] [DEBUG] [REMOTE    ] RSI: Fetching historical data.
[2025-12-29T20:36:08.407684] [INFO ] [main      ] Progress: 201/403 forecasts completed (49.9%). TROX finished in 0.7s. ETA: 34.5s. Rate: 350.95 forecasts/min
[2025-12-29T20:36:08.418596] [DEBUG] [REMOTE    ] RSI: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:08.419837] [DEBUG] [LOCAL     ] Loaded configuration for RSI: 6 features, N/A% accuracy
[2025-12-29T20:36:08.419898] [INFO ] [LOCAL     ] RSI: Loaded 6 optimal features with 59.91% confidence from JSON config
[2025-12-29T20:36:08.419931] [DEBUG] [MAG       ] Building data for symbol: RSI with lookback: 0
[2025-12-29T20:36:08.420858] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:36:08.420923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:08.426372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:08.428468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:08.429045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:08.429519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:08.429951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-29T20:36:08.430656] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:08.440982] [DEBUG] [MAG       ] URBN: Last date is validated at 2025-12-29
[2025-12-29T20:36:08.525773] [DEBUG] [MAG       ] PLD: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:08.612175] [DEBUG] [MAG       ] URBN: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:08.615242] [DEBUG] [MAG       ] AEVA: Last date is validated at 2025-12-29
[2025-12-29T20:36:08.638425] [INFO ] [LOCAL     ] PLD: Saved forecast.
[2025-12-29T20:36:08.638486] [INFO ] [main      ] PLD: Signal=1 (Conf=90.0%), Magnitude=0.22% (Conf=55.2883%)
[2025-12-29T20:36:08.638851] [INFO ] [main      ] Fetching symbol history for CMCSA...
[2025-12-29T20:36:08.638903] [DEBUG] [REMOTE    ] CMCSA: Fetching historical data.
[2025-12-29T20:36:08.638886] [INFO ] [main      ] Progress: 202/403 forecasts completed (50.1%). PLD finished in 0.7s. ETA: 34.4s. Rate: 350.34 forecasts/min
[2025-12-29T20:36:08.650219] [DEBUG] [REMOTE    ] CMCSA: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:08.651155] [DEBUG] [LOCAL     ] Loaded configuration for CMCSA: 1 features, N/A% accuracy
[2025-12-29T20:36:08.654024] [INFO ] [LOCAL     ] CMCSA: Loaded 1 optimal features with 55.11% confidence from JSON config
[2025-12-29T20:36:08.654064] [DEBUG] [MAG       ] Building data for symbol: CMCSA with lookback: 0
[2025-12-29T20:36:08.654888] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-29T20:36:08.654947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:08.657492] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:08.727649] [INFO ] [LOCAL     ] URBN: Saved forecast.
[2025-12-29T20:36:08.727721] [INFO ] [main      ] URBN: Signal=1 (Conf=90.0%), Magnitude=-1.51% (Conf=50.7696%)
[2025-12-29T20:36:08.728050] [INFO ] [main      ] Fetching symbol history for HYMC...
[2025-12-29T20:36:08.728100] [DEBUG] [REMOTE    ] HYMC: Fetching historical data.
[2025-12-29T20:36:08.729058] [INFO ] [main      ] Progress: 203/403 forecasts completed (50.4%). URBN finished in 0.6s. ETA: 34.2s. Rate: 351.16 forecasts/min
[2025-12-29T20:36:08.740722] [DEBUG] [REMOTE    ] HYMC: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:08.741629] [DEBUG] [LOCAL     ] Loaded configuration for HYMC: 4 features, N/A% accuracy
[2025-12-29T20:36:08.741681] [INFO ] [LOCAL     ] HYMC: Loaded 4 optimal features with 54.38% confidence from JSON config
[2025-12-29T20:36:08.741711] [DEBUG] [MAG       ] Building data for symbol: HYMC with lookback: 0
[2025-12-29T20:36:08.742493] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:08.742563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:08.744268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:08.744806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:08.745250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-29T20:36:08.745983] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:08.785083] [DEBUG] [MAG       ] RSI: Last date is validated at 2025-12-29
[2025-12-29T20:36:08.785469] [DEBUG] [MAG       ] AEVA: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:08.873262] [INFO ] [LOCAL     ] AEVA: Saved forecast.
[2025-12-29T20:36:08.873331] [INFO ] [main      ] AEVA: Signal=1 (Conf=90.0%), Magnitude=-6.68% (Conf=62.5283%)
[2025-12-29T20:36:08.873675] [INFO ] [main      ] Fetching symbol history for BEP...
[2025-12-29T20:36:08.873727] [DEBUG] [REMOTE    ] BEP: Fetching historical data.
[2025-12-29T20:36:08.874684] [INFO ] [main      ] Progress: 204/403 forecasts completed (50.6%). AEVA finished in 0.6s. ETA: 34.0s. Rate: 351.41 forecasts/min
[2025-12-29T20:36:08.885258] [DEBUG] [REMOTE    ] BEP: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:08.886677] [DEBUG] [LOCAL     ] Loaded configuration for BEP: 5 features, N/A% accuracy
[2025-12-29T20:36:08.886737] [INFO ] [LOCAL     ] BEP: Loaded 5 optimal features with 43.13% confidence from JSON config
[2025-12-29T20:36:08.886769] [DEBUG] [MAG       ] Building data for symbol: BEP with lookback: 0
[2025-12-29T20:36:08.887545] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:36:08.887627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:08.889351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:08.889886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:08.890286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:08.891059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-29T20:36:08.892866] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:08.960966] [DEBUG] [MAG       ] RSI: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:08.999818] [DEBUG] [MAG       ] CMCSA: Last date is validated at 2025-12-29
[2025-12-29T20:36:09.047566] [INFO ] [LOCAL     ] RSI: Saved forecast.
[2025-12-29T20:36:09.047674] [INFO ] [main      ] RSI: Signal=1 (Conf=90.0%), Magnitude=-0.40% (Conf=59.9138%)
[2025-12-29T20:36:09.047841] [INFO ] [main      ] Fetching symbol history for SYNA...
[2025-12-29T20:36:09.047888] [DEBUG] [REMOTE    ] SYNA: Fetching historical data.
[2025-12-29T20:36:09.048978] [INFO ] [main      ] Progress: 205/403 forecasts completed (50.9%). RSI finished in 0.6s. ETA: 33.8s. Rate: 351.38 forecasts/min
[2025-12-29T20:36:09.060170] [DEBUG] [REMOTE    ] SYNA: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:09.061141] [DEBUG] [LOCAL     ] Loaded configuration for SYNA: 1 features, N/A% accuracy
[2025-12-29T20:36:09.061196] [INFO ] [LOCAL     ] SYNA: Loaded 1 optimal features with 52.77% confidence from JSON config
[2025-12-29T20:36:09.061230] [DEBUG] [MAG       ] Building data for symbol: SYNA with lookback: 0
[2025-12-29T20:36:09.062111] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-29T20:36:09.062173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:09.064908] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:09.091660] [DEBUG] [MAG       ] HYMC: Last date is validated at 2025-12-29
[2025-12-29T20:36:09.170382] [DEBUG] [MAG       ] CMCSA: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:09.230871] [DEBUG] [MAG       ] BEP: Last date is validated at 2025-12-29
[2025-12-29T20:36:09.248013] [INFO ] [LOCAL     ] CMCSA: Saved forecast.
[2025-12-29T20:36:09.248077] [INFO ] [main      ] CMCSA: Signal=1 (Conf=90.0%), Magnitude=-0.46% (Conf=55.1091%)
[2025-12-29T20:36:09.248239] [INFO ] [main      ] Fetching symbol history for QQQI...
[2025-12-29T20:36:09.248289] [DEBUG] [REMOTE    ] QQQI: Fetching historical data.
[2025-12-29T20:36:09.249255] [INFO ] [main      ] Progress: 206/403 forecasts completed (51.1%). CMCSA finished in 0.6s. ETA: 33.7s. Rate: 351.08 forecasts/min
[2025-12-29T20:36:09.260286] [DEBUG] [REMOTE    ] QQQI: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:09.261445] [DEBUG] [LOCAL     ] Loaded configuration for QQQI: 6 features, N/A% accuracy
[2025-12-29T20:36:09.261496] [INFO ] [LOCAL     ] QQQI: Loaded 6 optimal features with 48.26% confidence from JSON config
[2025-12-29T20:36:09.261528] [DEBUG] [MAG       ] Building data for symbol: QQQI with lookback: 0
[2025-12-29T20:36:09.262332] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:36:09.262394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:09.264446] [DEBUG] [MAG       ] HYMC: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:09.267305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:09.269190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:09.269712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:09.270120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:09.272564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-29T20:36:09.273688] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:09.347685] [INFO ] [LOCAL     ] HYMC: Saved forecast.
[2025-12-29T20:36:09.347753] [INFO ] [main      ] HYMC: Signal=1 (Conf=90.0%), Magnitude=2.30% (Conf=54.3835%)
[2025-12-29T20:36:09.348101] [INFO ] [main      ] Progress: 207/403 forecasts completed (51.4%). HYMC finished in 0.6s. ETA: 33.4s. Rate: 351.80 forecasts/min
[2025-12-29T20:36:09.348224] [INFO ] [main      ] Fetching symbol history for COYA...
[2025-12-29T20:36:09.348272] [DEBUG] [REMOTE    ] COYA: Fetching historical data.
[2025-12-29T20:36:09.360292] [DEBUG] [REMOTE    ] COYA: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:09.361393] [DEBUG] [LOCAL     ] Loaded configuration for COYA: 4 features, N/A% accuracy
[2025-12-29T20:36:09.361446] [INFO ] [LOCAL     ] COYA: Loaded 4 optimal features with 51.87% confidence from JSON config
[2025-12-29T20:36:09.361478] [DEBUG] [MAG       ] Building data for symbol: COYA with lookback: 0
[2025-12-29T20:36:09.362309] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:09.362369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:09.367232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:36:09.399408] [DEBUG] [MAG       ] BEP: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:09.406771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-29T20:36:09.409956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-29T20:36:09.428264] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:09.430105] [DEBUG] [MAG       ] SYNA: Last date is validated at 2025-12-29
[2025-12-29T20:36:09.470274] [INFO ] [LOCAL     ] BEP: Saved forecast.
[2025-12-29T20:36:09.470348] [INFO ] [main      ] BEP: Signal=1 (Conf=90.0%), Magnitude=-0.31% (Conf=43.1255%)
[2025-12-29T20:36:09.471001] [INFO ] [main      ] Fetching symbol history for CRMD...
[2025-12-29T20:36:09.471053] [DEBUG] [REMOTE    ] CRMD: Fetching historical data.
[2025-12-29T20:36:09.471714] [INFO ] [main      ] Progress: 208/403 forecasts completed (51.6%). BEP finished in 0.6s. ETA: 33.2s. Rate: 352.27 forecasts/min
[2025-12-29T20:36:09.482898] [DEBUG] [REMOTE    ] CRMD: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:09.483753] [DEBUG] [LOCAL     ] Loaded configuration for CRMD: 9 features, N/A% accuracy
[2025-12-29T20:36:09.483815] [INFO ] [LOCAL     ] CRMD: Loaded 9 optimal features with 40.77% confidence from JSON config
[2025-12-29T20:36:09.483847] [DEBUG] [MAG       ] Building data for symbol: CRMD with lookback: 0
[2025-12-29T20:36:09.484640] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-29T20:36:09.484703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:09.489639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:09.491480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:09.491981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:09.492381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:36:09.493449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:36:09.542053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-29T20:36:09.543677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-29T20:36:09.546032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-29T20:36:09.547158] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:09.605005] [DEBUG] [MAG       ] SYNA: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:09.617457] [DEBUG] [MAG       ] QQQI: Last date is validated at 2025-12-29
[2025-12-29T20:36:09.718534] [INFO ] [LOCAL     ] SYNA: Saved forecast.
[2025-12-29T20:36:09.718617] [INFO ] [main      ] SYNA: Signal=1 (Conf=90.0%), Magnitude=1.11% (Conf=52.7731%)
[2025-12-29T20:36:09.718793] [INFO ] [main      ] Fetching symbol history for MBIN...
[2025-12-29T20:36:09.718838] [DEBUG] [REMOTE    ] MBIN: Fetching historical data.
[2025-12-29T20:36:09.720680] [INFO ] [main      ] Progress: 209/403 forecasts completed (51.9%). SYNA finished in 0.7s. ETA: 33.1s. Rate: 351.49 forecasts/min
[2025-12-29T20:36:09.730056] [DEBUG] [REMOTE    ] MBIN: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:09.730939] [DEBUG] [LOCAL     ] Loaded configuration for MBIN: 2 features, N/A% accuracy
[2025-12-29T20:36:09.730991] [INFO ] [LOCAL     ] MBIN: Loaded 2 optimal features with 55.12% confidence from JSON config
[2025-12-29T20:36:09.731023] [DEBUG] [MAG       ] Building data for symbol: MBIN with lookback: 0
[2025-12-29T20:36:09.731830] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:36:09.731891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:09.732626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:36:09.773655] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:09.785681] [DEBUG] [MAG       ] COYA: Last date is validated at 2025-12-29
[2025-12-29T20:36:09.814190] [DEBUG] [MAG       ] QQQI: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:09.890251] [INFO ] [LOCAL     ] QQQI: Saved forecast.
[2025-12-29T20:36:09.890317] [INFO ] [main      ] QQQI: Signal=1 (Conf=90.0%), Magnitude=-0.55% (Conf=48.2582%)
[2025-12-29T20:36:09.890469] [INFO ] [main      ] Fetching symbol history for NXGL...
[2025-12-29T20:36:09.890512] [DEBUG] [REMOTE    ] NXGL: Fetching historical data.
[2025-12-29T20:36:09.891662] [INFO ] [main      ] Progress: 210/403 forecasts completed (52.1%). QQQI finished in 0.6s. ETA: 32.9s. Rate: 351.49 forecasts/min
[2025-12-29T20:36:09.893470] [DEBUG] [MAG       ] CRMD: Last date is validated at 2025-12-29
[2025-12-29T20:36:09.902417] [DEBUG] [REMOTE    ] NXGL: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:09.904140] [DEBUG] [LOCAL     ] Loaded configuration for NXGL: 3 features, N/A% accuracy
[2025-12-29T20:36:09.904193] [INFO ] [LOCAL     ] NXGL: Loaded 3 optimal features with 49.28% confidence from JSON config
[2025-12-29T20:36:09.904225] [DEBUG] [MAG       ] Building data for symbol: NXGL with lookback: 0
[2025-12-29T20:36:09.905038] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:09.905119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:09.910564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:09.913398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-29T20:36:09.917871] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:09.959839] [DEBUG] [MAG       ] COYA: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:10.039350] [INFO ] [LOCAL     ] COYA: Saved forecast.
[2025-12-29T20:36:10.039418] [INFO ] [main      ] COYA: Signal=1 (Conf=90.0%), Magnitude=1.11% (Conf=51.8734%)
[2025-12-29T20:36:10.039799] [INFO ] [main      ] Progress: 211/403 forecasts completed (52.4%). COYA finished in 0.7s. ETA: 32.8s. Rate: 351.71 forecasts/min
[2025-12-29T20:36:10.039930] [INFO ] [main      ] Fetching symbol history for EGY...
[2025-12-29T20:36:10.039976] [DEBUG] [REMOTE    ] EGY: Fetching historical data.
[2025-12-29T20:36:10.051754] [DEBUG] [REMOTE    ] EGY: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:10.052835] [DEBUG] [LOCAL     ] Loaded configuration for EGY: 1 features, N/A% accuracy
[2025-12-29T20:36:10.052890] [INFO ] [LOCAL     ] EGY: Loaded 1 optimal features with 53.52% confidence from JSON config
[2025-12-29T20:36:10.052921] [DEBUG] [MAG       ] Building data for symbol: EGY with lookback: 0
[2025-12-29T20:36:10.053760] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-29T20:36:10.053820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-29T20:36:10.054564] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:10.069223] [DEBUG] [MAG       ] CRMD: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:10.140259] [DEBUG] [MAG       ] MBIN: Last date is validated at 2025-12-29
[2025-12-29T20:36:10.155530] [INFO ] [LOCAL     ] CRMD: Saved forecast.
[2025-12-29T20:36:10.155625] [INFO ] [main      ] CRMD: Signal=1 (Conf=90.0%), Magnitude=-0.77% (Conf=40.7657%)
[2025-12-29T20:36:10.156073] [INFO ] [main      ] Fetching symbol history for AMPG...
[2025-12-29T20:36:10.156126] [DEBUG] [REMOTE    ] AMPG: Fetching historical data.
[2025-12-29T20:36:10.156662] [INFO ] [main      ] Progress: 212/403 forecasts completed (52.6%). CRMD finished in 0.7s. ETA: 32.5s. Rate: 352.23 forecasts/min
[2025-12-29T20:36:10.167271] [DEBUG] [REMOTE    ] AMPG: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:10.168267] [DEBUG] [LOCAL     ] Loaded configuration for AMPG: 1 features, N/A% accuracy
[2025-12-29T20:36:10.168317] [INFO ] [LOCAL     ] AMPG: Loaded 1 optimal features with 47.95% confidence from JSON config
[2025-12-29T20:36:10.168347] [DEBUG] [MAG       ] Building data for symbol: AMPG with lookback: 0
[2025-12-29T20:36:10.169267] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-29T20:36:10.169327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-29T20:36:10.170365] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:10.263876] [DEBUG] [MAG       ] NXGL: Last date is validated at 2025-12-29
[2025-12-29T20:36:10.310755] [DEBUG] [MAG       ] MBIN: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:10.392315] [INFO ] [LOCAL     ] MBIN: Saved forecast.
[2025-12-29T20:36:10.392380] [INFO ] [main      ] MBIN: Signal=1 (Conf=90.0%), Magnitude=-0.21% (Conf=55.1157%)
[2025-12-29T20:36:10.392530] [INFO ] [main      ] Fetching symbol history for MCBS...
[2025-12-29T20:36:10.392589] [DEBUG] [REMOTE    ] MCBS: Fetching historical data.
[2025-12-29T20:36:10.393663] [INFO ] [main      ] Progress: 213/403 forecasts completed (52.9%). MBIN finished in 0.7s. ETA: 32.4s. Rate: 351.58 forecasts/min
[2025-12-29T20:36:10.394363] [DEBUG] [MAG       ] EGY: Last date is validated at 2025-12-29
[2025-12-29T20:36:10.403842] [DEBUG] [REMOTE    ] MCBS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:10.404978] [DEBUG] [LOCAL     ] Loaded configuration for MCBS: 3 features, N/A% accuracy
[2025-12-29T20:36:10.405342] [INFO ] [LOCAL     ] MCBS: Loaded 3 optimal features with 57.52% confidence from JSON config
[2025-12-29T20:36:10.405376] [DEBUG] [MAG       ] Building data for symbol: MCBS with lookback: 0
[2025-12-29T20:36:10.406175] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:10.406235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:10.411186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:36:10.435870] [DEBUG] [MAG       ] NXGL: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:10.497092] [INFO ] [LOCAL     ] NXGL: Saved forecast.
[2025-12-29T20:36:10.497159] [INFO ] [main      ] NXGL: Signal=1 (Conf=90.0%), Magnitude=-4.65% (Conf=49.2825%)
[2025-12-29T20:36:10.497312] [INFO ] [main      ] Fetching symbol history for COTY...
[2025-12-29T20:36:10.497355] [DEBUG] [REMOTE    ] COTY: Fetching historical data.
[2025-12-29T20:36:10.498656] [INFO ] [main      ] Progress: 214/403 forecasts completed (53.1%). NXGL finished in 0.6s. ETA: 32.2s. Rate: 352.22 forecasts/min
[2025-12-29T20:36:10.508661] [DEBUG] [REMOTE    ] COTY: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:10.509650] [DEBUG] [LOCAL     ] Loaded configuration for COTY: 6 features, N/A% accuracy
[2025-12-29T20:36:10.509702] [INFO ] [LOCAL     ] COTY: Loaded 6 optimal features with 59.94% confidence from JSON config
[2025-12-29T20:36:10.509733] [DEBUG] [MAG       ] Building data for symbol: COTY with lookback: 0
[2025-12-29T20:36:10.510511] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:36:10.510600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:10.512312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:10.512873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:10.513321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:10.513741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:10.514627] [DEBUG] [MAG       ] AMPG: Last date is validated at 2025-12-29
[2025-12-29T20:36:10.514675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:10.517128] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:10.529413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-29T20:36:10.530461] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:10.561604] [DEBUG] [MAG       ] EGY: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:10.615089] [INFO ] [LOCAL     ] EGY: Saved forecast.
[2025-12-29T20:36:10.615154] [INFO ] [main      ] EGY: Signal=1 (Conf=90.0%), Magnitude=0.20% (Conf=53.5245%)
[2025-12-29T20:36:10.615498] [INFO ] [main      ] Progress: 215/403 forecasts completed (53.3%). EGY finished in 0.6s. ETA: 32.0s. Rate: 352.73 forecasts/min
[2025-12-29T20:36:10.615646] [INFO ] [main      ] Fetching symbol history for CF...
[2025-12-29T20:36:10.615690] [DEBUG] [REMOTE    ] CF: Fetching historical data.
[2025-12-29T20:36:10.627214] [DEBUG] [REMOTE    ] CF: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:10.628349] [DEBUG] [LOCAL     ] Loaded configuration for CF: 4 features, N/A% accuracy
[2025-12-29T20:36:10.628401] [INFO ] [LOCAL     ] CF: Loaded 4 optimal features with 59.27% confidence from JSON config
[2025-12-29T20:36:10.628432] [DEBUG] [MAG       ] Building data for symbol: CF with lookback: 0
[2025-12-29T20:36:10.629259] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:10.629320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:10.631035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:10.631546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:10.631957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:36:10.689914] [DEBUG] [MAG       ] AMPG: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:10.748149] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:10.759016] [INFO ] [LOCAL     ] AMPG: Saved forecast.
[2025-12-29T20:36:10.759105] [INFO ] [main      ] AMPG: Signal=1 (Conf=90.0%), Magnitude=1.19% (Conf=47.9484%)
[2025-12-29T20:36:10.759649] [INFO ] [main      ] Fetching symbol history for HTD...
[2025-12-29T20:36:10.759659] [INFO ] [main      ] Progress: 216/403 forecasts completed (53.6%). AMPG finished in 0.6s. ETA: 31.8s. Rate: 352.98 forecasts/min
[2025-12-29T20:36:10.759714] [DEBUG] [REMOTE    ] HTD: Fetching historical data.
[2025-12-29T20:36:10.772725] [DEBUG] [REMOTE    ] HTD: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:10.773653] [DEBUG] [LOCAL     ] Loaded configuration for HTD: 3 features, N/A% accuracy
[2025-12-29T20:36:10.773710] [INFO ] [LOCAL     ] HTD: Loaded 3 optimal features with 46.35% confidence from JSON config
[2025-12-29T20:36:10.773741] [DEBUG] [MAG       ] Building data for symbol: HTD with lookback: 0
[2025-12-29T20:36:10.774524] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:10.774604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:10.776299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:10.776861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:10.777773] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:10.856372] [DEBUG] [MAG       ] COTY: Last date is validated at 2025-12-29
[2025-12-29T20:36:10.883390] [DEBUG] [MAG       ] MCBS: Last date is validated at 2025-12-29
[2025-12-29T20:36:11.026753] [DEBUG] [MAG       ] COTY: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:11.062473] [DEBUG] [MAG       ] MCBS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:11.087126] [INFO ] [LOCAL     ] COTY: Saved forecast.
[2025-12-29T20:36:11.087191] [INFO ] [main      ] COTY: Signal=1 (Conf=90.0%), Magnitude=-1.06% (Conf=59.9368%)
[2025-12-29T20:36:11.087547] [INFO ] [main      ] Fetching symbol history for CGEN...
[2025-12-29T20:36:11.087616] [DEBUG] [REMOTE    ] CGEN: Fetching historical data.
[2025-12-29T20:36:11.088656] [INFO ] [main      ] Progress: 217/403 forecasts completed (53.8%). COTY finished in 0.6s. ETA: 31.8s. Rate: 351.47 forecasts/min
[2025-12-29T20:36:11.097330] [DEBUG] [MAG       ] CF: Last date is validated at 2025-12-29
[2025-12-29T20:36:11.099544] [DEBUG] [REMOTE    ] CGEN: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:11.100517] [DEBUG] [LOCAL     ] Loaded configuration for CGEN: 5 features, N/A% accuracy
[2025-12-29T20:36:11.100569] [INFO ] [LOCAL     ] CGEN: Loaded 5 optimal features with 61.48% confidence from JSON config
[2025-12-29T20:36:11.100625] [DEBUG] [MAG       ] Building data for symbol: CGEN with lookback: 0
[2025-12-29T20:36:11.101413] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:36:11.101474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:11.103220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:11.103753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:11.104143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-29T20:36:11.105375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-29T20:36:11.138876] [INFO ] [LOCAL     ] MCBS: Saved forecast.
[2025-12-29T20:36:11.138947] [INFO ] [main      ] MCBS: Signal=1 (Conf=90.0%), Magnitude=-2.18% (Conf=57.5233%)
[2025-12-29T20:36:11.139104] [INFO ] [main      ] Fetching symbol history for DKS...
[2025-12-29T20:36:11.139148] [DEBUG] [REMOTE    ] DKS: Fetching historical data.
[2025-12-29T20:36:11.140658] [INFO ] [main      ] Progress: 218/403 forecasts completed (54.1%). MCBS finished in 0.7s. ETA: 31.5s. Rate: 352.59 forecasts/min
[2025-12-29T20:36:11.142086] [DEBUG] [MAG       ] HTD: Last date is validated at 2025-12-29
[2025-12-29T20:36:11.150680] [DEBUG] [REMOTE    ] DKS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:11.152537] [DEBUG] [LOCAL     ] Loaded configuration for DKS: 4 features, N/A% accuracy
[2025-12-29T20:36:11.152609] [INFO ] [LOCAL     ] DKS: Loaded 4 optimal features with 59.49% confidence from JSON config
[2025-12-29T20:36:11.152642] [DEBUG] [MAG       ] Building data for symbol: DKS with lookback: 0
[2025-12-29T20:36:11.153488] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:11.153549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-29T20:36:11.154356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-29T20:36:11.155440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:11.157212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-29T20:36:11.158945] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:11.181210] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:11.271653] [DEBUG] [MAG       ] CF: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:11.313721] [DEBUG] [MAG       ] HTD: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:11.377914] [INFO ] [LOCAL     ] HTD: Saved forecast.
[2025-12-29T20:36:11.377982] [INFO ] [main      ] HTD: Signal=1 (Conf=90.0%), Magnitude=0.06% (Conf=46.355%)
[2025-12-29T20:36:11.378340] [INFO ] [main      ] Fetching symbol history for RILY...
[2025-12-29T20:36:11.378392] [DEBUG] [REMOTE    ] RILY: Fetching historical data.
[2025-12-29T20:36:11.378669] [INFO ] [main      ] Progress: 219/403 forecasts completed (54.3%). HTD finished in 0.6s. ETA: 31.4s. Rate: 351.95 forecasts/min
[2025-12-29T20:36:11.379228] [INFO ] [LOCAL     ] CF: Saved forecast.
[2025-12-29T20:36:11.379286] [INFO ] [main      ] CF: Signal=1 (Conf=90.0%), Magnitude=-0.47% (Conf=59.2726%)
[2025-12-29T20:36:11.379653] [INFO ] [main      ] Fetching symbol history for NEOG...
[2025-12-29T20:36:11.379706] [DEBUG] [REMOTE    ] NEOG: Fetching historical data.
[2025-12-29T20:36:11.380752] [INFO ] [main      ] Progress: 220/403 forecasts completed (54.6%). CF finished in 0.8s. ETA: 31.1s. Rate: 353.54 forecasts/min
[2025-12-29T20:36:11.389531] [DEBUG] [REMOTE    ] RILY: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:11.390586] [DEBUG] [LOCAL     ] Loaded configuration for RILY: 3 features, N/A% accuracy
[2025-12-29T20:36:11.390641] [INFO ] [LOCAL     ] RILY: Loaded 3 optimal features with 50.52% confidence from JSON config
[2025-12-29T20:36:11.390672] [DEBUG] [MAG       ] Building data for symbol: RILY with lookback: 0
[2025-12-29T20:36:11.391462] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:11.391534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:11.392465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-29T20:36:11.392597] [DEBUG] [REMOTE    ] NEOG: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:11.393293] [DEBUG] [LOCAL     ] Loaded configuration for NEOG: 3 features, N/A% accuracy
[2025-12-29T20:36:11.393344] [INFO ] [LOCAL     ] NEOG: Loaded 3 optimal features with 56.68% confidence from JSON config
[2025-12-29T20:36:11.393323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-29T20:36:11.393374] [DEBUG] [MAG       ] Building data for symbol: NEOG with lookback: 0
[2025-12-29T20:36:11.394544] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:11.394623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-29T20:36:11.394723] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:11.473217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-29T20:36:11.475620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-29T20:36:11.477185] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:11.509147] [DEBUG] [MAG       ] DKS: Last date is validated at 2025-12-29
[2025-12-29T20:36:11.527532] [DEBUG] [MAG       ] CGEN: Last date is validated at 2025-12-29
[2025-12-29T20:36:11.680275] [DEBUG] [MAG       ] DKS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:11.698330] [DEBUG] [MAG       ] CGEN: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:11.750802] [DEBUG] [MAG       ] RILY: Last date is validated at 2025-12-29
[2025-12-29T20:36:11.755001] [INFO ] [LOCAL     ] CGEN: Saved forecast.
[2025-12-29T20:36:11.755071] [INFO ] [main      ] CGEN: Signal=1 (Conf=90.0%), Magnitude=2.48% (Conf=61.4774%)
[2025-12-29T20:36:11.755870] [INFO ] [main      ] Progress: 221/403 forecasts completed (54.8%). CGEN finished in 0.7s. ETA: 31.1s. Rate: 351.61 forecasts/min
[2025-12-29T20:36:11.755242] [INFO ] [main      ] Fetching symbol history for RUSHA...
[2025-12-29T20:36:11.756476] [DEBUG] [REMOTE    ] RUSHA: Fetching historical data.
[2025-12-29T20:36:11.772117] [DEBUG] [REMOTE    ] RUSHA: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:11.773450] [DEBUG] [LOCAL     ] Loaded configuration for RUSHA: 5 features, N/A% accuracy
[2025-12-29T20:36:11.773501] [INFO ] [LOCAL     ] RUSHA: Loaded 5 optimal features with 58.04% confidence from JSON config
[2025-12-29T20:36:11.773709] [DEBUG] [MAG       ] Building data for symbol: RUSHA with lookback: 0
[2025-12-29T20:36:11.774496] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:36:11.774775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:11.776493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:11.777023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:11.777417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:36:11.818406] [INFO ] [LOCAL     ] DKS: Saved forecast.
[2025-12-29T20:36:11.818478] [INFO ] [main      ] DKS: Signal=1 (Conf=90.0%), Magnitude=-5.25% (Conf=59.4912%)
[2025-12-29T20:36:11.818678] [INFO ] [main      ] Fetching symbol history for KEYS...
[2025-12-29T20:36:11.818734] [DEBUG] [REMOTE    ] KEYS: Fetching historical data.
[2025-12-29T20:36:11.819903] [INFO ] [main      ] Progress: 222/403 forecasts completed (55.1%). DKS finished in 0.7s. ETA: 30.8s. Rate: 352.61 forecasts/min
[2025-12-29T20:36:11.828230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-29T20:36:11.830539] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:11.832149] [DEBUG] [REMOTE    ] KEYS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:11.833400] [DEBUG] [LOCAL     ] Loaded configuration for KEYS: 6 features, N/A% accuracy
[2025-12-29T20:36:11.833464] [INFO ] [LOCAL     ] KEYS: Loaded 6 optimal features with 61.38% confidence from JSON config
[2025-12-29T20:36:11.833514] [DEBUG] [MAG       ] Building data for symbol: KEYS with lookback: 0
[2025-12-29T20:36:11.834567] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:36:11.834682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:11.836046] [DEBUG] [MAG       ] NEOG: Last date is validated at 2025-12-29
[2025-12-29T20:36:11.836694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:11.837256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:36:11.897344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-29T20:36:11.918660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-29T20:36:11.920318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-29T20:36:11.922267] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:11.927938] [DEBUG] [MAG       ] RILY: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:12.000552] [INFO ] [LOCAL     ] RILY: Saved forecast.
[2025-12-29T20:36:12.000647] [INFO ] [main      ] RILY: Signal=1 (Conf=90.0%), Magnitude=-3.67% (Conf=50.5151%)
[2025-12-29T20:36:12.001008] [INFO ] [main      ] Progress: 223/403 forecasts completed (55.3%). RILY finished in 0.6s. ETA: 30.6s. Rate: 352.50 forecasts/min
[2025-12-29T20:36:12.001136] [INFO ] [main      ] Fetching symbol history for FOA...
[2025-12-29T20:36:12.001180] [DEBUG] [REMOTE    ] FOA: Fetching historical data.
[2025-12-29T20:36:12.011250] [DEBUG] [MAG       ] NEOG: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:12.013240] [DEBUG] [REMOTE    ] FOA: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:12.014113] [DEBUG] [LOCAL     ] Loaded configuration for FOA: 5 features, N/A% accuracy
[2025-12-29T20:36:12.014165] [INFO ] [LOCAL     ] FOA: Loaded 5 optimal features with 67.32% confidence from JSON config
[2025-12-29T20:36:12.014197] [DEBUG] [MAG       ] Building data for symbol: FOA with lookback: 0
[2025-12-29T20:36:12.015200] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:36:12.015262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:12.017297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:12.018038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:12.018458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-29T20:36:12.020962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-29T20:36:12.022290] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:12.086003] [INFO ] [LOCAL     ] NEOG: Saved forecast.
[2025-12-29T20:36:12.086073] [INFO ] [main      ] NEOG: Signal=1 (Conf=90.0%), Magnitude=-2.11% (Conf=56.6818%)
[2025-12-29T20:36:12.086559] [INFO ] [main      ] Fetching symbol history for MRVL...
[2025-12-29T20:36:12.086629] [DEBUG] [REMOTE    ] MRVL: Fetching historical data.
[2025-12-29T20:36:12.086661] [INFO ] [main      ] Progress: 224/403 forecasts completed (55.6%). NEOG finished in 0.7s. ETA: 30.4s. Rate: 353.29 forecasts/min
[2025-12-29T20:36:12.099041] [DEBUG] [REMOTE    ] MRVL: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:12.099929] [DEBUG] [LOCAL     ] Loaded configuration for MRVL: 4 features, N/A% accuracy
[2025-12-29T20:36:12.099981] [INFO ] [LOCAL     ] MRVL: Loaded 4 optimal features with 62.31% confidence from JSON config
[2025-12-29T20:36:12.100013] [DEBUG] [MAG       ] Building data for symbol: MRVL with lookback: 0
[2025-12-29T20:36:12.100892] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:12.100953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:36:12.141326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-29T20:36:12.143296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-29T20:36:12.145166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-29T20:36:12.148514] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:12.182045] [DEBUG] [MAG       ] RUSHA: Last date is validated at 2025-12-29
[2025-12-29T20:36:12.270952] [DEBUG] [MAG       ] KEYS: Last date is validated at 2025-12-29
[2025-12-29T20:36:12.349898] [DEBUG] [MAG       ] RUSHA: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:12.371637] [DEBUG] [MAG       ] FOA: Last date is validated at 2025-12-29
[2025-12-29T20:36:12.438862] [DEBUG] [MAG       ] KEYS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:12.439292] [INFO ] [LOCAL     ] RUSHA: Saved forecast.
[2025-12-29T20:36:12.439359] [INFO ] [main      ] RUSHA: Signal=1 (Conf=90.0%), Magnitude=0.72% (Conf=58.0423%)
[2025-12-29T20:36:12.439729] [INFO ] [main      ] Fetching symbol history for ARI...
[2025-12-29T20:36:12.439788] [DEBUG] [REMOTE    ] ARI: Fetching historical data.
[2025-12-29T20:36:12.440667] [INFO ] [main      ] Progress: 225/403 forecasts completed (55.8%). RUSHA finished in 0.7s. ETA: 30.4s. Rate: 351.59 forecasts/min
[2025-12-29T20:36:12.451347] [DEBUG] [REMOTE    ] ARI: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:12.452505] [DEBUG] [LOCAL     ] Loaded configuration for ARI: 4 features, N/A% accuracy
[2025-12-29T20:36:12.452557] [INFO ] [LOCAL     ] ARI: Loaded 4 optimal features with 61.19% confidence from JSON config
[2025-12-29T20:36:12.452612] [DEBUG] [MAG       ] Building data for symbol: ARI with lookback: 0
[2025-12-29T20:36:12.453389] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:12.453448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:12.458401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:12.460228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:12.460724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:12.461114] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:12.493088] [DEBUG] [MAG       ] MRVL: Last date is validated at 2025-12-29
[2025-12-29T20:36:12.567344] [DEBUG] [MAG       ] FOA: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:12.570924] [INFO ] [LOCAL     ] KEYS: Saved forecast.
[2025-12-29T20:36:12.571001] [INFO ] [main      ] KEYS: Signal=1 (Conf=90.0%), Magnitude=0.66% (Conf=61.376%)
[2025-12-29T20:36:12.571159] [INFO ] [main      ] Fetching symbol history for EVSD...
[2025-12-29T20:36:12.571203] [DEBUG] [REMOTE    ] EVSD: Fetching historical data.
[2025-12-29T20:36:12.573805] [INFO ] [main      ] Progress: 226/403 forecasts completed (56.1%). KEYS finished in 0.8s. ETA: 30.2s. Rate: 351.94 forecasts/min
[2025-12-29T20:36:12.582560] [DEBUG] [REMOTE    ] EVSD: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:12.583616] [DEBUG] [LOCAL     ] Loaded configuration for EVSD: 7 features, N/A% accuracy
[2025-12-29T20:36:12.583684] [INFO ] [LOCAL     ] EVSD: Loaded 7 optimal features with 27.71% confidence from JSON config
[2025-12-29T20:36:12.583715] [DEBUG] [MAG       ] Building data for symbol: EVSD with lookback: 0
[2025-12-29T20:36:12.584668] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-29T20:36:12.584731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:12.587186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:36:12.588948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:36:12.636929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-29T20:36:12.642445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-29T20:36:12.663401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-29T20:36:12.665696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-29T20:36:12.667705] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:12.674321] [DEBUG] [MAG       ] MRVL: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:12.677794] [INFO ] [LOCAL     ] FOA: Saved forecast.
[2025-12-29T20:36:12.677876] [INFO ] [main      ] FOA: Signal=1 (Conf=90.0%), Magnitude=0.75% (Conf=67.3245%)
[2025-12-29T20:36:12.678244] [INFO ] [main      ] Progress: 227/403 forecasts completed (56.3%). FOA finished in 0.7s. ETA: 30.0s. Rate: 352.54 forecasts/min
[2025-12-29T20:36:12.678378] [INFO ] [main      ] Fetching symbol history for STE...
[2025-12-29T20:36:12.678422] [DEBUG] [REMOTE    ] STE: Fetching historical data.
[2025-12-29T20:36:12.691924] [DEBUG] [REMOTE    ] STE: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:12.693018] [DEBUG] [LOCAL     ] Loaded configuration for STE: 5 features, N/A% accuracy
[2025-12-29T20:36:12.693081] [INFO ] [LOCAL     ] STE: Loaded 5 optimal features with 48.81% confidence from JSON config
[2025-12-29T20:36:12.693123] [DEBUG] [MAG       ] Building data for symbol: STE with lookback: 0
[2025-12-29T20:36:12.694061] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:36:12.694125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:12.696225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:12.696903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:12.697446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:36:12.698529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-29T20:36:12.701686] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:12.807350] [INFO ] [LOCAL     ] MRVL: Saved forecast.
[2025-12-29T20:36:12.807425] [INFO ] [main      ] MRVL: Signal=1 (Conf=90.0%), Magnitude=-2.13% (Conf=62.3143%)
[2025-12-29T20:36:12.807894] [INFO ] [main      ] Fetching symbol history for ALG...
[2025-12-29T20:36:12.807948] [DEBUG] [REMOTE    ] ALG: Fetching historical data.
[2025-12-29T20:36:12.808683] [INFO ] [main      ] Progress: 228/403 forecasts completed (56.6%). MRVL finished in 0.7s. ETA: 29.8s. Rate: 352.90 forecasts/min
[2025-12-29T20:36:12.810142] [DEBUG] [MAG       ] ARI: Last date is validated at 2025-12-29
[2025-12-29T20:36:12.819532] [DEBUG] [REMOTE    ] ALG: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:12.820665] [DEBUG] [LOCAL     ] Loaded configuration for ALG: 2 features, N/A% accuracy
[2025-12-29T20:36:12.820718] [INFO ] [LOCAL     ] ALG: Loaded 2 optimal features with 46.10% confidence from JSON config
[2025-12-29T20:36:12.820749] [DEBUG] [MAG       ] Building data for symbol: ALG with lookback: 0
[2025-12-29T20:36:12.821527] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:36:12.821607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:12.826471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:12.827436] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:12.982822] [DEBUG] [MAG       ] ARI: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:13.019877] [DEBUG] [MAG       ] EVSD: Last date is validated at 2025-12-29
[2025-12-29T20:36:13.039553] [INFO ] [LOCAL     ] ARI: Saved forecast.
[2025-12-29T20:36:13.039641] [INFO ] [main      ] ARI: Signal=1 (Conf=90.0%), Magnitude=-1.12% (Conf=61.1927%)
[2025-12-29T20:36:13.039795] [INFO ] [main      ] Fetching symbol history for ULTA...
[2025-12-29T20:36:13.039838] [DEBUG] [REMOTE    ] ULTA: Fetching historical data.
[2025-12-29T20:36:13.041709] [INFO ] [main      ] Progress: 229/403 forecasts completed (56.8%). ARI finished in 0.6s. ETA: 29.6s. Rate: 352.33 forecasts/min
[2025-12-29T20:36:13.051130] [DEBUG] [REMOTE    ] ULTA: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:13.052304] [DEBUG] [LOCAL     ] Loaded configuration for ULTA: 7 features, N/A% accuracy
[2025-12-29T20:36:13.052355] [INFO ] [LOCAL     ] ULTA: Loaded 7 optimal features with 63.56% confidence from JSON config
[2025-12-29T20:36:13.052386] [DEBUG] [MAG       ] Building data for symbol: ULTA with lookback: 0
[2025-12-29T20:36:13.053187] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-29T20:36:13.053249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:13.058170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:13.060019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:13.060492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:13.060904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:13.061783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:36:13.062749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-29T20:36:13.063368] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:13.081792] [DEBUG] [MAG       ] STE: Last date is validated at 2025-12-29
[2025-12-29T20:36:13.174983] [DEBUG] [MAG       ] ALG: Last date is validated at 2025-12-29
[2025-12-29T20:36:13.186616] [DEBUG] [MAG       ] EVSD: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:13.250923] [DEBUG] [MAG       ] STE: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:13.317865] [INFO ] [LOCAL     ] EVSD: Saved forecast.
[2025-12-29T20:36:13.317931] [INFO ] [main      ] EVSD: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=27.7051%)
[2025-12-29T20:36:13.318277] [INFO ] [main      ] Fetching symbol history for VLRS...
[2025-12-29T20:36:13.318328] [DEBUG] [REMOTE    ] VLRS: Fetching historical data.
[2025-12-29T20:36:13.318320] [INFO ] [main      ] Progress: 230/403 forecasts completed (57.1%). EVSD finished in 0.7s. ETA: 29.5s. Rate: 351.37 forecasts/min
[2025-12-29T20:36:13.330192] [DEBUG] [REMOTE    ] VLRS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:13.331293] [DEBUG] [LOCAL     ] Loaded configuration for VLRS: 9 features, N/A% accuracy
[2025-12-29T20:36:13.331345] [INFO ] [LOCAL     ] VLRS: Loaded 9 optimal features with 55.02% confidence from JSON config
[2025-12-29T20:36:13.331376] [DEBUG] [MAG       ] Building data for symbol: VLRS with lookback: 0
[2025-12-29T20:36:13.332202] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-29T20:36:13.332267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:13.337204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:13.339156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:13.339662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:13.340053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:13.340941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:36:13.341899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-29T20:36:13.344435] [DEBUG] [MAG       ] ALG: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:13.365770] [INFO ] [LOCAL     ] STE: Saved forecast.
[2025-12-29T20:36:13.365840] [INFO ] [main      ] STE: Signal=1 (Conf=90.0%), Magnitude=0.88% (Conf=48.8129%)
[2025-12-29T20:36:13.366198] [INFO ] [main      ] Progress: 231/403 forecasts completed (57.3%). STE finished in 0.7s. ETA: 29.3s. Rate: 352.47 forecasts/min
[2025-12-29T20:36:13.366332] [INFO ] [main      ] Fetching symbol history for MAXI...
[2025-12-29T20:36:13.366375] [DEBUG] [REMOTE    ] MAXI: Fetching historical data.
[2025-12-29T20:36:13.376965] [DEBUG] [REMOTE    ] MAXI: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:13.377927] [DEBUG] [LOCAL     ] Loaded configuration for MAXI: 6 features, N/A% accuracy
[2025-12-29T20:36:13.377978] [INFO ] [LOCAL     ] MAXI: Loaded 6 optimal features with 43.99% confidence from JSON config
[2025-12-29T20:36:13.378007] [DEBUG] [MAG       ] Building data for symbol: MAXI with lookback: 0
[2025-12-29T20:36:13.378839] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:36:13.378901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:13.383802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:13.385615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:13.386102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-29T20:36:13.388103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-29T20:36:13.388859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-29T20:36:13.390407] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:13.407415] [DEBUG] [MAG       ] ULTA: Last date is validated at 2025-12-29
[2025-12-29T20:36:13.416073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-29T20:36:13.417589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-29T20:36:13.420092] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:13.452077] [INFO ] [LOCAL     ] ALG: Saved forecast.
[2025-12-29T20:36:13.452146] [INFO ] [main      ] ALG: Signal=1 (Conf=90.0%), Magnitude=-3.15% (Conf=46.1008%)
[2025-12-29T20:36:13.452626] [INFO ] [main      ] Fetching symbol history for PRAA...
[2025-12-29T20:36:13.452681] [DEBUG] [REMOTE    ] PRAA: Fetching historical data.
[2025-12-29T20:36:13.452664] [INFO ] [main      ] Progress: 232/403 forecasts completed (57.6%). ALG finished in 0.6s. ETA: 29.0s. Rate: 353.22 forecasts/min
[2025-12-29T20:36:13.464462] [DEBUG] [REMOTE    ] PRAA: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:13.465384] [DEBUG] [LOCAL     ] Loaded configuration for PRAA: 7 features, N/A% accuracy
[2025-12-29T20:36:13.465442] [INFO ] [LOCAL     ] PRAA: Loaded 7 optimal features with 60.88% confidence from JSON config
[2025-12-29T20:36:13.465473] [DEBUG] [MAG       ] Building data for symbol: PRAA with lookback: 0
[2025-12-29T20:36:13.466308] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-29T20:36:13.466374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:13.468140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:13.468683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:13.469169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-29T20:36:13.473612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-29T20:36:13.474387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-29T20:36:13.475593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-29T20:36:13.477647] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:13.578134] [DEBUG] [MAG       ] ULTA: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:13.730490] [INFO ] [LOCAL     ] ULTA: Saved forecast.
[2025-12-29T20:36:13.730555] [INFO ] [main      ] ULTA: Signal=1 (Conf=90.0%), Magnitude=-0.90% (Conf=63.5582%)
[2025-12-29T20:36:13.730731] [INFO ] [main      ] Fetching symbol history for LKQ...
[2025-12-29T20:36:13.730774] [DEBUG] [REMOTE    ] LKQ: Fetching historical data.
[2025-12-29T20:36:13.732675] [INFO ] [main      ] Progress: 233/403 forecasts completed (57.8%). ULTA finished in 0.7s. ETA: 29.0s. Rate: 352.24 forecasts/min
[2025-12-29T20:36:13.743028] [DEBUG] [REMOTE    ] LKQ: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:13.744606] [DEBUG] [LOCAL     ] Loaded configuration for LKQ: 8 features, N/A% accuracy
[2025-12-29T20:36:13.744663] [INFO ] [LOCAL     ] LKQ: Loaded 8 optimal features with 57.66% confidence from JSON config
[2025-12-29T20:36:13.744694] [DEBUG] [MAG       ] Building data for symbol: LKQ with lookback: 0
[2025-12-29T20:36:13.745462] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-29T20:36:13.745524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:13.750546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:13.752349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:13.752973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:13.753414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:13.753827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:13.754717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:13.757220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:36:13.768253] [DEBUG] [MAG       ] MAXI: Last date is validated at 2025-12-29
[2025-12-29T20:36:13.768344] [DEBUG] [MAG       ] VLRS: Last date is validated at 2025-12-29
[2025-12-29T20:36:13.798149] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:13.828542] [DEBUG] [MAG       ] PRAA: Last date is validated at 2025-12-29
[2025-12-29T20:36:13.942615] [DEBUG] [MAG       ] MAXI: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:13.955499] [DEBUG] [MAG       ] VLRS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:14.001304] [DEBUG] [MAG       ] PRAA: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:14.031297] [INFO ] [LOCAL     ] VLRS: Saved forecast.
[2025-12-29T20:36:14.031365] [INFO ] [main      ] VLRS: Signal=1 (Conf=90.0%), Magnitude=2.21% (Conf=55.0169%)
[2025-12-29T20:36:14.031525] [INFO ] [main      ] Fetching symbol history for GTY...
[2025-12-29T20:36:14.031587] [DEBUG] [REMOTE    ] GTY: Fetching historical data.
[2025-12-29T20:36:14.031884] [INFO ] [main      ] Progress: 234/403 forecasts completed (58.1%). VLRS finished in 0.7s. ETA: 28.9s. Rate: 351.11 forecasts/min
[2025-12-29T20:36:14.043765] [INFO ] [LOCAL     ] MAXI: Saved forecast.
[2025-12-29T20:36:14.043843] [INFO ] [main      ] MAXI: Signal=1 (Conf=90.0%), Magnitude=-0.93% (Conf=43.9866%)
[2025-12-29T20:36:14.044052] [DEBUG] [REMOTE    ] GTY: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:14.044195] [INFO ] [main      ] Progress: 235/403 forecasts completed (58.3%). MAXI finished in 0.7s. ETA: 28.6s. Rate: 352.50 forecasts/min
[2025-12-29T20:36:14.044323] [INFO ] [main      ] Fetching symbol history for PEG...
[2025-12-29T20:36:14.044365] [DEBUG] [REMOTE    ] PEG: Fetching historical data.
[2025-12-29T20:36:14.045032] [DEBUG] [LOCAL     ] Loaded configuration for GTY: 4 features, N/A% accuracy
[2025-12-29T20:36:14.045087] [INFO ] [LOCAL     ] GTY: Loaded 4 optimal features with 59.69% confidence from JSON config
[2025-12-29T20:36:14.045118] [DEBUG] [MAG       ] Building data for symbol: GTY with lookback: 0
[2025-12-29T20:36:14.045985] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:14.046045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:14.051087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:14.053045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:14.053561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:14.054164] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:14.055943] [DEBUG] [REMOTE    ] PEG: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:14.056948] [DEBUG] [LOCAL     ] Loaded configuration for PEG: 4 features, N/A% accuracy
[2025-12-29T20:36:14.056999] [INFO ] [LOCAL     ] PEG: Loaded 4 optimal features with 58.50% confidence from JSON config
[2025-12-29T20:36:14.057029] [DEBUG] [MAG       ] Building data for symbol: PEG with lookback: 0
[2025-12-29T20:36:14.057835] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:14.057895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:14.063006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:14.065613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-29T20:36:14.066431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-29T20:36:14.069183] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:14.088474] [INFO ] [LOCAL     ] PRAA: Saved forecast.
[2025-12-29T20:36:14.088554] [INFO ] [main      ] PRAA: Signal=1 (Conf=90.0%), Magnitude=-1.43% (Conf=60.8799%)
[2025-12-29T20:36:14.089136] [INFO ] [main      ] Fetching symbol history for ABSI...
[2025-12-29T20:36:14.089194] [DEBUG] [REMOTE    ] ABSI: Fetching historical data.
[2025-12-29T20:36:14.089147] [INFO ] [main      ] Progress: 236/403 forecasts completed (58.6%). PRAA finished in 0.6s. ETA: 28.3s. Rate: 353.60 forecasts/min
[2025-12-29T20:36:14.101196] [DEBUG] [REMOTE    ] ABSI: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:14.102124] [DEBUG] [LOCAL     ] Loaded configuration for ABSI: 7 features, N/A% accuracy
[2025-12-29T20:36:14.102177] [INFO ] [LOCAL     ] ABSI: Loaded 7 optimal features with 48.33% confidence from JSON config
[2025-12-29T20:36:14.102208] [DEBUG] [MAG       ] Building data for symbol: ABSI with lookback: 0
[2025-12-29T20:36:14.103023] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-29T20:36:14.103087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:14.108111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:14.108977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-29T20:36:14.111674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-29T20:36:14.112913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-29T20:36:14.113646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-29T20:36:14.130054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-29T20:36:14.130865] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:14.146179] [DEBUG] [MAG       ] LKQ: Last date is validated at 2025-12-29
[2025-12-29T20:36:14.315958] [DEBUG] [MAG       ] LKQ: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:14.411059] [INFO ] [LOCAL     ] LKQ: Saved forecast.
[2025-12-29T20:36:14.411132] [INFO ] [main      ] LKQ: Signal=1 (Conf=90.0%), Magnitude=-0.53% (Conf=57.6575%)
[2025-12-29T20:36:14.411505] [INFO ] [main      ] Fetching symbol history for MGA...
[2025-12-29T20:36:14.411556] [DEBUG] [REMOTE    ] MGA: Fetching historical data.
[2025-12-29T20:36:14.412653] [INFO ] [main      ] Progress: 237/403 forecasts completed (58.8%). LKQ finished in 0.7s. ETA: 28.3s. Rate: 352.25 forecasts/min
[2025-12-29T20:36:14.415321] [DEBUG] [MAG       ] GTY: Last date is validated at 2025-12-29
[2025-12-29T20:36:14.423001] [DEBUG] [REMOTE    ] MGA: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:14.424760] [DEBUG] [LOCAL     ] Loaded configuration for MGA: 4 features, N/A% accuracy
[2025-12-29T20:36:14.424816] [INFO ] [LOCAL     ] MGA: Loaded 4 optimal features with 64.55% confidence from JSON config
[2025-12-29T20:36:14.424847] [DEBUG] [MAG       ] Building data for symbol: MGA with lookback: 0
[2025-12-29T20:36:14.425672] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:14.425755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:36:14.426638] [DEBUG] [MAG       ] PEG: Last date is validated at 2025-12-29
[2025-12-29T20:36:14.478647] [DEBUG] [MAG       ] ABSI: Last date is validated at 2025-12-29
[2025-12-29T20:36:14.480242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-29T20:36:14.483519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-29T20:36:14.485014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-29T20:36:14.486178] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:14.583899] [DEBUG] [MAG       ] GTY: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:14.595989] [DEBUG] [MAG       ] PEG: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:14.652917] [INFO ] [LOCAL     ] GTY: Saved forecast.
[2025-12-29T20:36:14.653009] [INFO ] [main      ] GTY: Signal=1 (Conf=90.0%), Magnitude=-1.39% (Conf=59.6899%)
[2025-12-29T20:36:14.653399] [INFO ] [main      ] Fetching symbol history for FNKO...
[2025-12-29T20:36:14.653453] [DEBUG] [REMOTE    ] FNKO: Fetching historical data.
[2025-12-29T20:36:14.653429] [INFO ] [main      ] Progress: 238/403 forecasts completed (59.1%). GTY finished in 0.6s. ETA: 28.2s. Rate: 351.64 forecasts/min
[2025-12-29T20:36:14.659632] [DEBUG] [MAG       ] ABSI: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:14.666547] [DEBUG] [REMOTE    ] FNKO: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:14.667469] [DEBUG] [LOCAL     ] Loaded configuration for FNKO: 4 features, N/A% accuracy
[2025-12-29T20:36:14.667522] [INFO ] [LOCAL     ] FNKO: Loaded 4 optimal features with 51.74% confidence from JSON config
[2025-12-29T20:36:14.667554] [DEBUG] [MAG       ] Building data for symbol: FNKO with lookback: 0
[2025-12-29T20:36:14.668454] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:14.668519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:36:14.703747] [INFO ] [LOCAL     ] PEG: Saved forecast.
[2025-12-29T20:36:14.703824] [INFO ] [main      ] PEG: Signal=1 (Conf=90.0%), Magnitude=0.22% (Conf=58.5019%)
[2025-12-29T20:36:14.704210] [INFO ] [main      ] Progress: 239/403 forecasts completed (59.3%). PEG finished in 0.7s. ETA: 27.9s. Rate: 352.68 forecasts/min
[2025-12-29T20:36:14.704404] [INFO ] [main      ] Fetching symbol history for OMF...
[2025-12-29T20:36:14.704451] [DEBUG] [REMOTE    ] OMF: Fetching historical data.
[2025-12-29T20:36:14.715636] [DEBUG] [REMOTE    ] OMF: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:14.716403] [DEBUG] [LOCAL     ] Loaded configuration for OMF: 8 features, N/A% accuracy
[2025-12-29T20:36:14.716452] [INFO ] [LOCAL     ] OMF: Loaded 8 optimal features with 51.23% confidence from JSON config
[2025-12-29T20:36:14.716482] [DEBUG] [MAG       ] Building data for symbol: OMF with lookback: 0
[2025-12-29T20:36:14.717271] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-29T20:36:14.717334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:14.722217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:14.724037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:14.724519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:14.724982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:14.725382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:36:14.730705] [INFO ] [LOCAL     ] ABSI: Saved forecast.
[2025-12-29T20:36:14.730773] [INFO ] [main      ] ABSI: Signal=1 (Conf=90.0%), Magnitude=-6.03% (Conf=48.3267%)
[2025-12-29T20:36:14.731565] [INFO ] [main      ] Fetching symbol history for NXC...
[2025-12-29T20:36:14.731635] [DEBUG] [REMOTE    ] NXC: Fetching historical data.
[2025-12-29T20:36:14.731657] [INFO ] [main      ] Progress: 240/403 forecasts completed (59.6%). ABSI finished in 0.6s. ETA: 27.6s. Rate: 353.92 forecasts/min
[2025-12-29T20:36:14.744026] [DEBUG] [REMOTE    ] NXC: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:14.744808] [DEBUG] [LOCAL     ] Loaded configuration for NXC: 9 features, N/A% accuracy
[2025-12-29T20:36:14.744865] [INFO ] [LOCAL     ] NXC: Loaded 9 optimal features with 38.27% confidence from JSON config
[2025-12-29T20:36:14.744897] [DEBUG] [MAG       ] Building data for symbol: NXC with lookback: 0
[2025-12-29T20:36:14.745704] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-29T20:36:14.745770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:14.750624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:14.751413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-29T20:36:14.751980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:14.753714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:14.754196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-29T20:36:14.755260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-29T20:36:14.756933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-29T20:36:14.757983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-29T20:36:14.758681] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:14.765148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-29T20:36:14.765910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-29T20:36:14.767115] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:14.784198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-29T20:36:14.785291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-29T20:36:14.785986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-29T20:36:14.790159] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:14.828934] [DEBUG] [MAG       ] MGA: Last date is validated at 2025-12-29
[2025-12-29T20:36:15.001800] [DEBUG] [MAG       ] MGA: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:15.086485] [INFO ] [LOCAL     ] MGA: Saved forecast.
[2025-12-29T20:36:15.086560] [INFO ] [main      ] MGA: Signal=1 (Conf=90.0%), Magnitude=-0.70% (Conf=64.553%)
[2025-12-29T20:36:15.087003] [INFO ] [main      ] Fetching symbol history for HOMB...
[2025-12-29T20:36:15.087055] [DEBUG] [REMOTE    ] HOMB: Fetching historical data.
[2025-12-29T20:36:15.087677] [INFO ] [main      ] Progress: 241/403 forecasts completed (59.8%). MGA finished in 0.7s. ETA: 27.6s. Rate: 352.31 forecasts/min
[2025-12-29T20:36:15.098257] [DEBUG] [REMOTE    ] HOMB: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:15.099326] [DEBUG] [LOCAL     ] Loaded configuration for HOMB: 10 features, N/A% accuracy
[2025-12-29T20:36:15.099378] [INFO ] [LOCAL     ] HOMB: Loaded 10 optimal features with 56.09% confidence from JSON config
[2025-12-29T20:36:15.099409] [DEBUG] [MAG       ] Building data for symbol: HOMB with lookback: 0
[2025-12-29T20:36:15.100209] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-29T20:36:15.100274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:15.101038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:36:15.111074] [DEBUG] [MAG       ] NXC: Last date is validated at 2025-12-29
[2025-12-29T20:36:15.127235] [DEBUG] [MAG       ] FNKO: Last date is validated at 2025-12-29
[2025-12-29T20:36:15.158952] [DEBUG] [MAG       ] OMF: Last date is validated at 2025-12-29
[2025-12-29T20:36:15.216190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:36:15.218320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-29T20:36:15.219746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-29T20:36:15.221033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:15.223165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:15.223899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-29T20:36:15.225069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-29T20:36:15.227189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-29T20:36:15.229418] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:15.281972] [DEBUG] [MAG       ] NXC: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:15.298018] [DEBUG] [MAG       ] FNKO: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:15.337615] [DEBUG] [MAG       ] OMF: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:15.343094] [INFO ] [LOCAL     ] NXC: Saved forecast.
[2025-12-29T20:36:15.343160] [INFO ] [main      ] NXC: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=38.2694%)
[2025-12-29T20:36:15.343519] [INFO ] [main      ] Fetching symbol history for NAAS...
[2025-12-29T20:36:15.343587] [DEBUG] [REMOTE    ] NAAS: Fetching historical data.
[2025-12-29T20:36:15.343665] [INFO ] [main      ] Progress: 242/403 forecasts completed (60.0%). NXC finished in 0.6s. ETA: 27.5s. Rate: 351.58 forecasts/min
[2025-12-29T20:36:15.354809] [DEBUG] [REMOTE    ] NAAS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:15.355986] [DEBUG] [LOCAL     ] Loaded configuration for NAAS: 5 features, N/A% accuracy
[2025-12-29T20:36:15.356040] [INFO ] [LOCAL     ] NAAS: Loaded 5 optimal features with 43.69% confidence from JSON config
[2025-12-29T20:36:15.356071] [DEBUG] [MAG       ] Building data for symbol: NAAS with lookback: 0
[2025-12-29T20:36:15.356902] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:36:15.356965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:15.361989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:15.362773] [INFO ] [LOCAL     ] FNKO: Saved forecast.
[2025-12-29T20:36:15.362841] [INFO ] [main      ] FNKO: Signal=1 (Conf=90.0%), Magnitude=4.19% (Conf=51.7373%)
[2025-12-29T20:36:15.362995] [INFO ] [main      ] Fetching symbol history for KRNY...
[2025-12-29T20:36:15.363039] [DEBUG] [REMOTE    ] KRNY: Fetching historical data.
[2025-12-29T20:36:15.363859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:15.364213] [INFO ] [main      ] Progress: 243/403 forecasts completed (60.3%). FNKO finished in 0.7s. ETA: 27.2s. Rate: 352.85 forecasts/min
[2025-12-29T20:36:15.364336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:15.364758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:15.365677] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:15.374804] [DEBUG] [REMOTE    ] KRNY: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:15.375920] [DEBUG] [LOCAL     ] Loaded configuration for KRNY: 2 features, N/A% accuracy
[2025-12-29T20:36:15.375982] [INFO ] [LOCAL     ] KRNY: Loaded 2 optimal features with 60.95% confidence from JSON config
[2025-12-29T20:36:15.376013] [DEBUG] [MAG       ] Building data for symbol: KRNY with lookback: 0
[2025-12-29T20:36:15.376822] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:36:15.376882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:15.381814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-29T20:36:15.383456] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:15.435851] [INFO ] [LOCAL     ] OMF: Saved forecast.
[2025-12-29T20:36:15.435921] [INFO ] [main      ] OMF: Signal=1 (Conf=90.0%), Magnitude=-0.12% (Conf=51.2296%)
[2025-12-29T20:36:15.436275] [INFO ] [main      ] Progress: 244/403 forecasts completed (60.5%). OMF finished in 0.7s. ETA: 27.0s. Rate: 353.69 forecasts/min
[2025-12-29T20:36:15.436408] [INFO ] [main      ] Fetching symbol history for LCNB...
[2025-12-29T20:36:15.436459] [DEBUG] [REMOTE    ] LCNB: Fetching historical data.
[2025-12-29T20:36:15.447675] [DEBUG] [REMOTE    ] LCNB: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:15.449185] [DEBUG] [LOCAL     ] Loaded configuration for LCNB: 8 features, N/A% accuracy
[2025-12-29T20:36:15.449243] [INFO ] [LOCAL     ] LCNB: Loaded 8 optimal features with 60.52% confidence from JSON config
[2025-12-29T20:36:15.449275] [DEBUG] [MAG       ] Building data for symbol: LCNB with lookback: 0
[2025-12-29T20:36:15.450099] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-29T20:36:15.450164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:15.455297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:15.457183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:15.457742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:15.458205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:15.458659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:15.461161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:36:15.578738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-29T20:36:15.579632] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:15.588349] [DEBUG] [MAG       ] HOMB: Last date is validated at 2025-12-29
[2025-12-29T20:36:15.710004] [DEBUG] [MAG       ] NAAS: Last date is validated at 2025-12-29
[2025-12-29T20:36:15.733007] [DEBUG] [MAG       ] KRNY: Last date is validated at 2025-12-29
[2025-12-29T20:36:15.760647] [DEBUG] [MAG       ] HOMB: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:15.840931] [INFO ] [LOCAL     ] HOMB: Saved forecast.
[2025-12-29T20:36:15.840999] [INFO ] [main      ] HOMB: Signal=1 (Conf=90.0%), Magnitude=-1.13% (Conf=56.0922%)
[2025-12-29T20:36:15.841485] [INFO ] [main      ] Fetching symbol history for SUNS...
[2025-12-29T20:36:15.841541] [DEBUG] [REMOTE    ] SUNS: Fetching historical data.
[2025-12-29T20:36:15.841667] [INFO ] [main      ] Progress: 245/403 forecasts completed (60.8%). HOMB finished in 0.8s. ETA: 27.0s. Rate: 351.69 forecasts/min
[2025-12-29T20:36:15.853410] [DEBUG] [REMOTE    ] SUNS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:15.854634] [DEBUG] [LOCAL     ] Loaded configuration for SUNS: 3 features, N/A% accuracy
[2025-12-29T20:36:15.854688] [INFO ] [LOCAL     ] SUNS: Loaded 3 optimal features with 62.93% confidence from JSON config
[2025-12-29T20:36:15.854722] [DEBUG] [MAG       ] Building data for symbol: SUNS with lookback: 0
[2025-12-29T20:36:15.855565] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:15.855645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:15.860754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:15.861619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-29T20:36:15.862210] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:15.878025] [DEBUG] [MAG       ] NAAS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:15.908931] [DEBUG] [MAG       ] KRNY: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:15.928007] [DEBUG] [MAG       ] LCNB: Last date is validated at 2025-12-29
[2025-12-29T20:36:15.965443] [INFO ] [LOCAL     ] NAAS: Saved forecast.
[2025-12-29T20:36:15.965511] [INFO ] [main      ] NAAS: Signal=1 (Conf=90.0%), Magnitude=-11.53% (Conf=43.6884%)
[2025-12-29T20:36:15.965837] [INFO ] [main      ] Fetching symbol history for GTX...
[2025-12-29T20:36:15.965882] [DEBUG] [REMOTE    ] GTX: Fetching historical data.
[2025-12-29T20:36:15.967657] [INFO ] [main      ] Progress: 246/403 forecasts completed (61.0%). NAAS finished in 0.6s. ETA: 26.8s. Rate: 352.07 forecasts/min
[2025-12-29T20:36:15.970183] [INFO ] [LOCAL     ] KRNY: Saved forecast.
[2025-12-29T20:36:15.970261] [INFO ] [main      ] KRNY: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=60.9547%)
[2025-12-29T20:36:15.970417] [INFO ] [main      ] Fetching symbol history for WBX...
[2025-12-29T20:36:15.970461] [DEBUG] [REMOTE    ] WBX: Fetching historical data.
[2025-12-29T20:36:15.972627] [INFO ] [main      ] Progress: 247/403 forecasts completed (61.3%). KRNY finished in 0.6s. ETA: 26.5s. Rate: 353.46 forecasts/min
[2025-12-29T20:36:15.980610] [DEBUG] [REMOTE    ] GTX: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:15.981488] [DEBUG] [LOCAL     ] Loaded configuration for GTX: 3 features, N/A% accuracy
[2025-12-29T20:36:15.981546] [INFO ] [LOCAL     ] GTX: Loaded 3 optimal features with 65.77% confidence from JSON config
[2025-12-29T20:36:15.981597] [DEBUG] [MAG       ] Building data for symbol: GTX with lookback: 0
[2025-12-29T20:36:15.982393] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:15.982463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:15.982492] [DEBUG] [REMOTE    ] WBX: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:15.984233] [DEBUG] [LOCAL     ] Loaded configuration for WBX: 2 features, N/A% accuracy
[2025-12-29T20:36:15.984289] [INFO ] [LOCAL     ] WBX: Loaded 2 optimal features with 65.89% confidence from JSON config
[2025-12-29T20:36:15.984320] [DEBUG] [MAG       ] Building data for symbol: WBX with lookback: 0
[2025-12-29T20:36:15.984372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:15.985095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-29T20:36:15.985346] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:36:15.985407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:15.989746] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:15.990795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-29T20:36:15.991505] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:16.103099] [DEBUG] [MAG       ] LCNB: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:16.171185] [INFO ] [LOCAL     ] LCNB: Saved forecast.
[2025-12-29T20:36:16.171254] [INFO ] [main      ] LCNB: Signal=1 (Conf=90.0%), Magnitude=3.27% (Conf=60.5229%)
[2025-12-29T20:36:16.171641] [INFO ] [main      ] Progress: 248/403 forecasts completed (61.5%). LCNB finished in 0.7s. ETA: 26.3s. Rate: 353.21 forecasts/min
[2025-12-29T20:36:16.171774] [INFO ] [main      ] Fetching symbol history for TSDD...
[2025-12-29T20:36:16.171819] [DEBUG] [REMOTE    ] TSDD: Fetching historical data.
[2025-12-29T20:36:16.182695] [DEBUG] [REMOTE    ] TSDD: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:16.184406] [DEBUG] [LOCAL     ] Loaded configuration for TSDD: 6 features, N/A% accuracy
[2025-12-29T20:36:16.184462] [INFO ] [LOCAL     ] TSDD: Loaded 6 optimal features with 58.58% confidence from JSON config
[2025-12-29T20:36:16.184494] [DEBUG] [MAG       ] Building data for symbol: TSDD with lookback: 0
[2025-12-29T20:36:16.185305] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:36:16.185367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:16.190442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:16.192348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:16.192862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:16.193264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:16.195732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-29T20:36:16.199813] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:16.215287] [DEBUG] [MAG       ] SUNS: Last date is validated at 2025-12-29
[2025-12-29T20:36:16.333548] [DEBUG] [MAG       ] GTX: Last date is validated at 2025-12-29
[2025-12-29T20:36:16.339304] [DEBUG] [MAG       ] WBX: Last date is validated at 2025-12-29
[2025-12-29T20:36:16.391350] [DEBUG] [MAG       ] SUNS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:16.457557] [INFO ] [LOCAL     ] SUNS: Saved forecast.
[2025-12-29T20:36:16.457643] [INFO ] [main      ] SUNS: Signal=1 (Conf=90.0%), Magnitude=4.37% (Conf=62.9295%)
[2025-12-29T20:36:16.458017] [INFO ] [main      ] Fetching symbol history for ARBB...
[2025-12-29T20:36:16.458069] [DEBUG] [REMOTE    ] ARBB: Fetching historical data.
[2025-12-29T20:36:16.459649] [INFO ] [main      ] Progress: 249/403 forecasts completed (61.8%). SUNS finished in 0.6s. ETA: 26.2s. Rate: 352.23 forecasts/min
[2025-12-29T20:36:16.469000] [DEBUG] [REMOTE    ] ARBB: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:16.470069] [DEBUG] [LOCAL     ] Loaded configuration for ARBB: 10 features, N/A% accuracy
[2025-12-29T20:36:16.470136] [INFO ] [LOCAL     ] ARBB: Loaded 10 optimal features with 40.52% confidence from JSON config
[2025-12-29T20:36:16.470169] [DEBUG] [MAG       ] Building data for symbol: ARBB with lookback: 0
[2025-12-29T20:36:16.471045] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-29T20:36:16.471110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:16.476740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:16.478993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:16.479511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:16.479977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:16.480376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-29T20:36:16.508512] [DEBUG] [MAG       ] GTX: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:16.508626] [DEBUG] [MAG       ] WBX: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:16.552427] [DEBUG] [MAG       ] TSDD: Last date is validated at 2025-12-29
[2025-12-29T20:36:16.560923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-29T20:36:16.562271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-29T20:36:16.564367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-29T20:36:16.565130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-29T20:36:16.569800] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:16.575949] [INFO ] [LOCAL     ] GTX: Saved forecast.
[2025-12-29T20:36:16.576017] [INFO ] [main      ] GTX: Signal=1 (Conf=90.0%), Magnitude=2.01% (Conf=65.7706%)
[2025-12-29T20:36:16.576367] [INFO ] [main      ] Fetching symbol history for SHY...
[2025-12-29T20:36:16.576419] [DEBUG] [REMOTE    ] SHY: Fetching historical data.
[2025-12-29T20:36:16.576653] [INFO ] [main      ] Progress: 250/403 forecasts completed (62.0%). GTX finished in 0.6s. ETA: 26.0s. Rate: 352.67 forecasts/min
[2025-12-29T20:36:16.580885] [INFO ] [LOCAL     ] WBX: Saved forecast.
[2025-12-29T20:36:16.580960] [INFO ] [main      ] WBX: Signal=1 (Conf=90.0%), Magnitude=-6.64% (Conf=65.8947%)
[2025-12-29T20:36:16.581335] [INFO ] [main      ] Fetching symbol history for WBTN...
[2025-12-29T20:36:16.581386] [DEBUG] [REMOTE    ] WBTN: Fetching historical data.
[2025-12-29T20:36:16.582624] [INFO ] [main      ] Progress: 251/403 forecasts completed (62.3%). WBX finished in 0.6s. ETA: 25.8s. Rate: 354.03 forecasts/min
[2025-12-29T20:36:16.588609] [DEBUG] [REMOTE    ] SHY: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:16.589678] [DEBUG] [LOCAL     ] Loaded configuration for SHY: 9 features, N/A% accuracy
[2025-12-29T20:36:16.589731] [INFO ] [LOCAL     ] SHY: Loaded 9 optimal features with 44.87% confidence from JSON config
[2025-12-29T20:36:16.589762] [DEBUG] [MAG       ] Building data for symbol: SHY with lookback: 0
[2025-12-29T20:36:16.590546] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-29T20:36:16.590630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:16.592325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:16.593061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-29T20:36:16.593912] [DEBUG] [REMOTE    ] WBTN: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:16.594108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-29T20:36:16.595436] [DEBUG] [LOCAL     ] Loaded configuration for WBTN: 3 features, N/A% accuracy
[2025-12-29T20:36:16.595496] [INFO ] [LOCAL     ] WBTN: Loaded 3 optimal features with 36.33% confidence from JSON config
[2025-12-29T20:36:16.595528] [DEBUG] [MAG       ] Building data for symbol: WBTN with lookback: 0
[2025-12-29T20:36:16.596322] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:16.596382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:16.598964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-29T20:36:16.600151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-29T20:36:16.600852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-29T20:36:16.601546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-29T20:36:16.602011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:16.602669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-29T20:36:16.602843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:16.604019] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:16.606863] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:16.727348] [DEBUG] [MAG       ] TSDD: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:16.906585] [INFO ] [LOCAL     ] TSDD: Saved forecast.
[2025-12-29T20:36:16.906656] [INFO ] [main      ] TSDD: Signal=1 (Conf=90.0%), Magnitude=-31.45% (Conf=58.5843%)
[2025-12-29T20:36:16.907026] [INFO ] [main      ] Progress: 252/403 forecasts completed (62.5%). TSDD finished in 0.7s. ETA: 25.7s. Rate: 352.75 forecasts/min
[2025-12-29T20:36:16.907152] [INFO ] [main      ] Fetching symbol history for KMX...
[2025-12-29T20:36:16.907195] [DEBUG] [REMOTE    ] KMX: Fetching historical data.
[2025-12-29T20:36:16.917981] [DEBUG] [REMOTE    ] KMX: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:16.919160] [DEBUG] [LOCAL     ] Loaded configuration for KMX: 6 features, N/A% accuracy
[2025-12-29T20:36:16.919212] [INFO ] [LOCAL     ] KMX: Loaded 6 optimal features with 43.53% confidence from JSON config
[2025-12-29T20:36:16.919244] [DEBUG] [MAG       ] Building data for symbol: KMX with lookback: 0
[2025-12-29T20:36:16.919719] [DEBUG] [MAG       ] ARBB: Last date is validated at 2025-12-29
[2025-12-29T20:36:16.920057] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:36:16.920121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:16.925199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:16.927072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:16.927588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:16.927998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:16.928933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:36:16.950269] [DEBUG] [MAG       ] WBTN: Last date is validated at 2025-12-29
[2025-12-29T20:36:16.953835] [DEBUG] [MAG       ] SHY: Last date is validated at 2025-12-29
[2025-12-29T20:36:16.969868] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:17.092556] [DEBUG] [MAG       ] ARBB: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:17.120385] [DEBUG] [MAG       ] WBTN: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:17.122155] [DEBUG] [MAG       ] SHY: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:17.185702] [INFO ] [LOCAL     ] SHY: Saved forecast.
[2025-12-29T20:36:17.185777] [INFO ] [main      ] SHY: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=44.8688%)
[2025-12-29T20:36:17.186132] [INFO ] [main      ] Fetching symbol history for TM...
[2025-12-29T20:36:17.186183] [DEBUG] [REMOTE    ] TM: Fetching historical data.
[2025-12-29T20:36:17.187661] [INFO ] [main      ] Progress: 253/403 forecasts completed (62.8%). SHY finished in 0.6s. ETA: 25.6s. Rate: 351.85 forecasts/min
[2025-12-29T20:36:17.189723] [INFO ] [LOCAL     ] ARBB: Saved forecast.
[2025-12-29T20:36:17.189796] [INFO ] [main      ] ARBB: Signal=1 (Conf=90.0%), Magnitude=-15.39% (Conf=40.5193%)
[2025-12-29T20:36:17.190113] [INFO ] [main      ] Fetching symbol history for ESTC...
[2025-12-29T20:36:17.190165] [DEBUG] [REMOTE    ] ESTC: Fetching historical data.
[2025-12-29T20:36:17.191646] [INFO ] [main      ] Progress: 254/403 forecasts completed (63.0%). ARBB finished in 0.7s. ETA: 25.3s. Rate: 353.21 forecasts/min
[2025-12-29T20:36:17.197896] [DEBUG] [REMOTE    ] TM: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:17.198787] [DEBUG] [LOCAL     ] Loaded configuration for TM: 3 features, N/A% accuracy
[2025-12-29T20:36:17.203032] [INFO ] [LOCAL     ] TM: Loaded 3 optimal features with 57.20% confidence from JSON config
[2025-12-29T20:36:17.203072] [DEBUG] [MAG       ] Building data for symbol: TM with lookback: 0
[2025-12-29T20:36:17.203749] [DEBUG] [REMOTE    ] ESTC: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:17.204295] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:17.204358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:17.205126] [DEBUG] [LOCAL     ] Loaded configuration for ESTC: 10 features, N/A% accuracy
[2025-12-29T20:36:17.205195] [INFO ] [LOCAL     ] ESTC: Loaded 10 optimal features with 50.43% confidence from JSON config
[2025-12-29T20:36:17.205228] [DEBUG] [MAG       ] Building data for symbol: ESTC with lookback: 0
[2025-12-29T20:36:17.206274] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-29T20:36:17.206346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:17.209455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:17.210447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:36:17.211870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:17.212968] [INFO ] [LOCAL     ] WBTN: Saved forecast.
[2025-12-29T20:36:17.213037] [INFO ] [main      ] WBTN: Signal=1 (Conf=90.0%), Magnitude=3.94% (Conf=36.3287%)
[2025-12-29T20:36:17.213372] [INFO ] [main      ] Fetching symbol history for OCGN...
[2025-12-29T20:36:17.213422] [DEBUG] [REMOTE    ] OCGN: Fetching historical data.
[2025-12-29T20:36:17.213857] [INFO ] [main      ] Progress: 255/403 forecasts completed (63.3%). WBTN finished in 0.6s. ETA: 25.1s. Rate: 354.41 forecasts/min
[2025-12-29T20:36:17.214362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:17.214886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:17.215288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:36:17.225717] [DEBUG] [REMOTE    ] OCGN: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:17.227727] [DEBUG] [LOCAL     ] Loaded configuration for OCGN: 4 features, N/A% accuracy
[2025-12-29T20:36:17.227958] [INFO ] [LOCAL     ] OCGN: Loaded 4 optimal features with 42.01% confidence from JSON config
[2025-12-29T20:36:17.227989] [DEBUG] [MAG       ] Building data for symbol: OCGN with lookback: 0
[2025-12-29T20:36:17.229030] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:17.229102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-29T20:36:17.245100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-29T20:36:17.246654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-29T20:36:17.248156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-29T20:36:17.249398] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:17.332327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-29T20:36:17.333783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-29T20:36:17.334107] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:17.336009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:17.336512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-29T20:36:17.337672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-29T20:36:17.339700] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:17.373666] [DEBUG] [MAG       ] KMX: Last date is validated at 2025-12-29
[2025-12-29T20:36:17.546934] [DEBUG] [MAG       ] KMX: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:17.601103] [DEBUG] [MAG       ] OCGN: Last date is validated at 2025-12-29
[2025-12-29T20:36:17.656729] [INFO ] [LOCAL     ] KMX: Saved forecast.
[2025-12-29T20:36:17.656797] [INFO ] [main      ] KMX: Signal=1 (Conf=90.0%), Magnitude=-6.73% (Conf=43.5309%)
[2025-12-29T20:36:17.657173] [INFO ] [main      ] Progress: 256/403 forecasts completed (63.5%). KMX finished in 0.7s. ETA: 25.0s. Rate: 352.19 forecasts/min
[2025-12-29T20:36:17.657297] [INFO ] [main      ] Fetching symbol history for UMC...
[2025-12-29T20:36:17.657339] [DEBUG] [REMOTE    ] UMC: Fetching historical data.
[2025-12-29T20:36:17.669066] [DEBUG] [REMOTE    ] UMC: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:17.670385] [DEBUG] [LOCAL     ] Loaded configuration for UMC: 8 features, N/A% accuracy
[2025-12-29T20:36:17.670443] [INFO ] [LOCAL     ] UMC: Loaded 8 optimal features with 62.62% confidence from JSON config
[2025-12-29T20:36:17.670475] [DEBUG] [MAG       ] Building data for symbol: UMC with lookback: 0
[2025-12-29T20:36:17.671484] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-29T20:36:17.671553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:17.673602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:17.674135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:17.676658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:36:17.677675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-29T20:36:17.679369] [DEBUG] [MAG       ] TM: Last date is validated at 2025-12-29
[2025-12-29T20:36:17.681157] [DEBUG] [MAG       ] ESTC: Last date is validated at 2025-12-29
[2025-12-29T20:36:17.682081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-29T20:36:17.683446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-29T20:36:17.685151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-29T20:36:17.691067] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:17.786683] [DEBUG] [MAG       ] OCGN: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:17.850385] [DEBUG] [MAG       ] ESTC: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:17.851127] [DEBUG] [MAG       ] TM: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:17.931702] [INFO ] [LOCAL     ] OCGN: Saved forecast.
[2025-12-29T20:36:17.931768] [INFO ] [main      ] OCGN: Signal=1 (Conf=90.0%), Magnitude=6.97% (Conf=42.0134%)
[2025-12-29T20:36:17.932217] [INFO ] [main      ] Fetching symbol history for EYE...
[2025-12-29T20:36:17.932270] [DEBUG] [REMOTE    ] EYE: Fetching historical data.
[2025-12-29T20:36:17.932669] [INFO ] [main      ] Progress: 257/403 forecasts completed (63.8%). OCGN finished in 0.7s. ETA: 24.9s. Rate: 351.34 forecasts/min
[2025-12-29T20:36:17.945179] [DEBUG] [REMOTE    ] EYE: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:17.946246] [DEBUG] [LOCAL     ] Loaded configuration for EYE: 3 features, N/A% accuracy
[2025-12-29T20:36:17.946310] [INFO ] [LOCAL     ] EYE: Loaded 3 optimal features with 46.65% confidence from JSON config
[2025-12-29T20:36:17.946345] [DEBUG] [MAG       ] Building data for symbol: EYE with lookback: 0
[2025-12-29T20:36:17.947250] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:17.947314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:17.952610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:36:17.961239] [INFO ] [LOCAL     ] TM: Saved forecast.
[2025-12-29T20:36:17.961307] [INFO ] [main      ] TM: Signal=1 (Conf=90.0%), Magnitude=-0.99% (Conf=57.2026%)
[2025-12-29T20:36:17.961470] [INFO ] [main      ] Fetching symbol history for PPH...
[2025-12-29T20:36:17.961515] [DEBUG] [REMOTE    ] PPH: Fetching historical data.
[2025-12-29T20:36:17.962639] [INFO ] [main      ] Progress: 258/403 forecasts completed (64.0%). TM finished in 0.8s. ETA: 24.7s. Rate: 352.47 forecasts/min
[2025-12-29T20:36:17.973598] [DEBUG] [REMOTE    ] PPH: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:17.974644] [DEBUG] [LOCAL     ] Loaded configuration for PPH: 6 features, N/A% accuracy
[2025-12-29T20:36:17.974697] [INFO ] [LOCAL     ] PPH: Loaded 6 optimal features with 54.07% confidence from JSON config
[2025-12-29T20:36:17.974729] [DEBUG] [MAG       ] Building data for symbol: PPH with lookback: 0
[2025-12-29T20:36:17.975529] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:36:17.975609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:17.977335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:17.977870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:17.978309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:36:17.983647] [INFO ] [LOCAL     ] ESTC: Saved forecast.
[2025-12-29T20:36:17.983715] [INFO ] [main      ] ESTC: Signal=1 (Conf=90.0%), Magnitude=-3.41% (Conf=50.4264%)
[2025-12-29T20:36:17.983868] [INFO ] [main      ] Fetching symbol history for REFI...
[2025-12-29T20:36:17.983911] [DEBUG] [REMOTE    ] REFI: Fetching historical data.
[2025-12-29T20:36:17.985642] [INFO ] [main      ] Progress: 259/403 forecasts completed (64.3%). ESTC finished in 0.8s. ETA: 24.4s. Rate: 353.65 forecasts/min
[2025-12-29T20:36:17.995367] [DEBUG] [REMOTE    ] REFI: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:17.996354] [DEBUG] [LOCAL     ] Loaded configuration for REFI: 10 features, N/A% accuracy
[2025-12-29T20:36:17.996409] [INFO ] [LOCAL     ] REFI: Loaded 10 optimal features with 49.37% confidence from JSON config
[2025-12-29T20:36:17.996440] [DEBUG] [MAG       ] Building data for symbol: REFI with lookback: 0
[2025-12-29T20:36:17.997242] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-29T20:36:17.997306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:17.997697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-29T20:36:18.002169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:18.003988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:18.004474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:18.004884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:36:18.006472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:36:18.044791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-29T20:36:18.046273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-29T20:36:18.046946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-29T20:36:18.049947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-29T20:36:18.051181] [DEBUG] [MAG       ] UMC: Last date is validated at 2025-12-29
[2025-12-29T20:36:18.051523] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:18.083547] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:18.092064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-29T20:36:18.093479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-29T20:36:18.096330] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:18.240232] [DEBUG] [MAG       ] UMC: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:18.311908] [INFO ] [LOCAL     ] UMC: Saved forecast.
[2025-12-29T20:36:18.311977] [INFO ] [main      ] UMC: Signal=1 (Conf=90.0%), Magnitude=0.69% (Conf=62.6217%)
[2025-12-29T20:36:18.312341] [INFO ] [main      ] Progress: 260/403 forecasts completed (64.5%). UMC finished in 0.7s. ETA: 24.3s. Rate: 352.40 forecasts/min
[2025-12-29T20:36:18.312493] [INFO ] [main      ] Fetching symbol history for FLYE...
[2025-12-29T20:36:18.312545] [DEBUG] [REMOTE    ] FLYE: Fetching historical data.
[2025-12-29T20:36:18.324816] [DEBUG] [REMOTE    ] FLYE: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:18.325664] [DEBUG] [LOCAL     ] Loaded configuration for FLYE: 4 features, N/A% accuracy
[2025-12-29T20:36:18.325723] [INFO ] [LOCAL     ] FLYE: Loaded 4 optimal features with 34.76% confidence from JSON config
[2025-12-29T20:36:18.325756] [DEBUG] [MAG       ] Building data for symbol: FLYE with lookback: 0
[2025-12-29T20:36:18.326594] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:18.326656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:18.332453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:18.334849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:18.335445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:18.335926] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:18.424565] [DEBUG] [MAG       ] REFI: Last date is validated at 2025-12-29
[2025-12-29T20:36:18.428383] [DEBUG] [MAG       ] EYE: Last date is validated at 2025-12-29
[2025-12-29T20:36:18.446821] [DEBUG] [MAG       ] PPH: Last date is validated at 2025-12-29
[2025-12-29T20:36:18.594983] [DEBUG] [MAG       ] REFI: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:18.597065] [DEBUG] [MAG       ] EYE: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:18.622639] [DEBUG] [MAG       ] PPH: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:18.664152] [INFO ] [LOCAL     ] REFI: Saved forecast.
[2025-12-29T20:36:18.664222] [INFO ] [main      ] REFI: Signal=1 (Conf=90.0%), Magnitude=-3.48% (Conf=49.3732%)
[2025-12-29T20:36:18.664590] [INFO ] [main      ] Fetching symbol history for LCFY...
[2025-12-29T20:36:18.664644] [DEBUG] [REMOTE    ] LCFY: Fetching historical data.
[2025-12-29T20:36:18.665661] [INFO ] [main      ] Progress: 261/403 forecasts completed (64.8%). REFI finished in 0.7s. ETA: 24.3s. Rate: 350.95 forecasts/min
[2025-12-29T20:36:18.675719] [DEBUG] [REMOTE    ] LCFY: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:18.676129] [INFO ] [LOCAL     ] EYE: Saved forecast.
[2025-12-29T20:36:18.676198] [INFO ] [main      ] EYE: Signal=1 (Conf=90.0%), Magnitude=-2.14% (Conf=46.6457%)
[2025-12-29T20:36:18.676364] [INFO ] [main      ] Fetching symbol history for VAC...
[2025-12-29T20:36:18.676407] [DEBUG] [REMOTE    ] VAC: Fetching historical data.
[2025-12-29T20:36:18.676659] [DEBUG] [LOCAL     ] Loaded configuration for LCFY: 3 features, N/A% accuracy
[2025-12-29T20:36:18.676718] [INFO ] [LOCAL     ] LCFY: Loaded 3 optimal features with 56.52% confidence from JSON config
[2025-12-29T20:36:18.676750] [DEBUG] [MAG       ] Building data for symbol: LCFY with lookback: 0
[2025-12-29T20:36:18.677595] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:18.677663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:36:18.678291] [DEBUG] [MAG       ] FLYE: Last date is validated at 2025-12-29
[2025-12-29T20:36:18.678683] [INFO ] [main      ] Progress: 262/403 forecasts completed (65.0%). EYE finished in 0.7s. ETA: 24.0s. Rate: 352.19 forecasts/min
[2025-12-29T20:36:18.679740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-29T20:36:18.682648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-29T20:36:18.688162] [DEBUG] [REMOTE    ] VAC: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:18.689197] [DEBUG] [LOCAL     ] Loaded configuration for VAC: 4 features, N/A% accuracy
[2025-12-29T20:36:18.689252] [INFO ] [LOCAL     ] VAC: Loaded 4 optimal features with 49.65% confidence from JSON config
[2025-12-29T20:36:18.689283] [DEBUG] [MAG       ] Building data for symbol: VAC with lookback: 0
[2025-12-29T20:36:18.690199] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:18.690265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:18.691182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-29T20:36:18.691965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-29T20:36:18.692709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-29T20:36:18.694371] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:18.699099] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:18.720786] [INFO ] [LOCAL     ] PPH: Saved forecast.
[2025-12-29T20:36:18.720855] [INFO ] [main      ] PPH: Signal=1 (Conf=90.0%), Magnitude=0.33% (Conf=54.0703%)
[2025-12-29T20:36:18.721236] [INFO ] [main      ] Fetching symbol history for BANX...
[2025-12-29T20:36:18.721304] [DEBUG] [REMOTE    ] BANX: Fetching historical data.
[2025-12-29T20:36:18.721657] [INFO ] [main      ] Progress: 263/403 forecasts completed (65.3%). PPH finished in 0.8s. ETA: 23.8s. Rate: 353.20 forecasts/min
[2025-12-29T20:36:18.733914] [DEBUG] [REMOTE    ] BANX: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:18.734758] [DEBUG] [LOCAL     ] Loaded configuration for BANX: 8 features, N/A% accuracy
[2025-12-29T20:36:18.734811] [INFO ] [LOCAL     ] BANX: Loaded 8 optimal features with 56.89% confidence from JSON config
[2025-12-29T20:36:18.734842] [DEBUG] [MAG       ] Building data for symbol: BANX with lookback: 0
[2025-12-29T20:36:18.735836] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-29T20:36:18.735913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:18.737939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:18.738477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:18.738967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:18.739775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-29T20:36:18.740531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-29T20:36:18.743492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-29T20:36:18.748100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-29T20:36:18.749703] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:18.844428] [DEBUG] [MAG       ] FLYE: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:19.035406] [DEBUG] [MAG       ] VAC: Last date is validated at 2025-12-29
[2025-12-29T20:36:19.052245] [INFO ] [LOCAL     ] FLYE: Saved forecast.
[2025-12-29T20:36:19.052313] [INFO ] [main      ] FLYE: Signal=1 (Conf=90.0%), Magnitude=-55.04% (Conf=34.7569%)
[2025-12-29T20:36:19.052685] [INFO ] [main      ] Fetching symbol history for BHFAM...
[2025-12-29T20:36:19.052737] [DEBUG] [REMOTE    ] BHFAM: Fetching historical data.
[2025-12-29T20:36:19.052793] [INFO ] [main      ] Progress: 264/403 forecasts completed (65.5%). FLYE finished in 0.7s. ETA: 23.7s. Rate: 351.93 forecasts/min
[2025-12-29T20:36:19.052661] [DEBUG] [MAG       ] LCFY: Last date is validated at 2025-12-29
[2025-12-29T20:36:19.064100] [DEBUG] [REMOTE    ] BHFAM: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:19.065245] [DEBUG] [LOCAL     ] Loaded configuration for BHFAM: 7 features, N/A% accuracy
[2025-12-29T20:36:19.065304] [INFO ] [LOCAL     ] BHFAM: Loaded 7 optimal features with 60.72% confidence from JSON config
[2025-12-29T20:36:19.065337] [DEBUG] [MAG       ] Building data for symbol: BHFAM with lookback: 0
[2025-12-29T20:36:19.066150] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-29T20:36:19.066213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:19.067959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:19.068471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:19.068958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:19.069357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:36:19.115070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-29T20:36:19.116305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-29T20:36:19.117453] [DEBUG] [MAG       ] BANX: Last date is validated at 2025-12-29
[2025-12-29T20:36:19.117956] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:19.205490] [DEBUG] [MAG       ] VAC: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:19.225429] [DEBUG] [MAG       ] LCFY: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:19.300097] [DEBUG] [MAG       ] BANX: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:19.306881] [INFO ] [LOCAL     ] LCFY: Saved forecast.
[2025-12-29T20:36:19.306949] [INFO ] [main      ] LCFY: Signal=1 (Conf=90.0%), Magnitude=10.97% (Conf=56.5187%)
[2025-12-29T20:36:19.307412] [INFO ] [main      ] Fetching symbol history for TRMD...
[2025-12-29T20:36:19.307461] [DEBUG] [REMOTE    ] TRMD: Fetching historical data.
[2025-12-29T20:36:19.307322] [INFO ] [main      ] Progress: 265/403 forecasts completed (65.8%). LCFY finished in 0.6s. ETA: 23.6s. Rate: 351.28 forecasts/min
[2025-12-29T20:36:19.319650] [DEBUG] [REMOTE    ] TRMD: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:19.320946] [DEBUG] [LOCAL     ] Loaded configuration for TRMD: 1 features, N/A% accuracy
[2025-12-29T20:36:19.321002] [INFO ] [LOCAL     ] TRMD: Loaded 1 optimal features with 52.32% confidence from JSON config
[2025-12-29T20:36:19.321034] [DEBUG] [MAG       ] Building data for symbol: TRMD with lookback: 0
[2025-12-29T20:36:19.321936] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-29T20:36:19.321998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-29T20:36:19.322702] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:19.331408] [INFO ] [LOCAL     ] VAC: Saved forecast.
[2025-12-29T20:36:19.331477] [INFO ] [main      ] VAC: Signal=1 (Conf=90.0%), Magnitude=-2.96% (Conf=49.6509%)
[2025-12-29T20:36:19.331854] [INFO ] [main      ] Progress: 266/403 forecasts completed (66.0%). VAC finished in 0.7s. ETA: 23.3s. Rate: 352.41 forecasts/min
[2025-12-29T20:36:19.332033] [INFO ] [main      ] Fetching symbol history for PFGC...
[2025-12-29T20:36:19.332079] [DEBUG] [REMOTE    ] PFGC: Fetching historical data.
[2025-12-29T20:36:19.343754] [DEBUG] [REMOTE    ] PFGC: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:19.344854] [DEBUG] [LOCAL     ] Loaded configuration for PFGC: 2 features, N/A% accuracy
[2025-12-29T20:36:19.344907] [INFO ] [LOCAL     ] PFGC: Loaded 2 optimal features with 55.11% confidence from JSON config
[2025-12-29T20:36:19.344939] [DEBUG] [MAG       ] Building data for symbol: PFGC with lookback: 0
[2025-12-29T20:36:19.345767] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:36:19.345827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-29T20:36:19.347052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-29T20:36:19.347760] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:19.374919] [INFO ] [LOCAL     ] BANX: Saved forecast.
[2025-12-29T20:36:19.374995] [INFO ] [main      ] BANX: Signal=1 (Conf=90.0%), Magnitude=-0.22% (Conf=56.8894%)
[2025-12-29T20:36:19.375440] [INFO ] [main      ] Fetching symbol history for ALHC...
[2025-12-29T20:36:19.375495] [DEBUG] [REMOTE    ] ALHC: Fetching historical data.
[2025-12-29T20:36:19.375661] [INFO ] [main      ] Progress: 267/403 forecasts completed (66.3%). BANX finished in 0.7s. ETA: 23.1s. Rate: 353.40 forecasts/min
[2025-12-29T20:36:19.388055] [DEBUG] [REMOTE    ] ALHC: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:19.389188] [DEBUG] [LOCAL     ] Loaded configuration for ALHC: 4 features, N/A% accuracy
[2025-12-29T20:36:19.389257] [INFO ] [LOCAL     ] ALHC: Loaded 4 optimal features with 45.37% confidence from JSON config
[2025-12-29T20:36:19.389303] [DEBUG] [MAG       ] Building data for symbol: ALHC with lookback: 0
[2025-12-29T20:36:19.390176] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:19.390246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:19.395862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:36:19.439516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-29T20:36:19.440538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-29T20:36:19.441815] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:19.456623] [DEBUG] [MAG       ] BHFAM: Last date is validated at 2025-12-29
[2025-12-29T20:36:19.625083] [DEBUG] [MAG       ] BHFAM: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:19.681760] [DEBUG] [MAG       ] TRMD: Last date is validated at 2025-12-29
[2025-12-29T20:36:19.690173] [DEBUG] [MAG       ] PFGC: Last date is validated at 2025-12-29
[2025-12-29T20:36:19.692111] [INFO ] [LOCAL     ] BHFAM: Saved forecast.
[2025-12-29T20:36:19.692179] [INFO ] [main      ] BHFAM: Signal=1 (Conf=90.0%), Magnitude=-2.97% (Conf=60.7176%)
[2025-12-29T20:36:19.692538] [INFO ] [main      ] Fetching symbol history for VCRB...
[2025-12-29T20:36:19.692605] [DEBUG] [REMOTE    ] VCRB: Fetching historical data.
[2025-12-29T20:36:19.692657] [INFO ] [main      ] Progress: 268/403 forecasts completed (66.5%). BHFAM finished in 0.6s. ETA: 23.0s. Rate: 352.26 forecasts/min
[2025-12-29T20:36:19.704386] [DEBUG] [REMOTE    ] VCRB: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:19.705491] [DEBUG] [LOCAL     ] Loaded configuration for VCRB: 4 features, N/A% accuracy
[2025-12-29T20:36:19.705544] [INFO ] [LOCAL     ] VCRB: Loaded 4 optimal features with 61.50% confidence from JSON config
[2025-12-29T20:36:19.705599] [DEBUG] [MAG       ] Building data for symbol: VCRB with lookback: 0
[2025-12-29T20:36:19.706434] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:19.706496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:19.712228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:19.713722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-29T20:36:19.714481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-29T20:36:19.716659] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:19.817383] [DEBUG] [MAG       ] ALHC: Last date is validated at 2025-12-29
[2025-12-29T20:36:19.869253] [DEBUG] [MAG       ] PFGC: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:19.873941] [DEBUG] [MAG       ] TRMD: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:19.944974] [INFO ] [LOCAL     ] TRMD: Saved forecast.
[2025-12-29T20:36:19.945041] [INFO ] [main      ] TRMD: Signal=1 (Conf=90.0%), Magnitude=5.92% (Conf=52.3226%)
[2025-12-29T20:36:19.945408] [INFO ] [main      ] Fetching symbol history for METCB...
[2025-12-29T20:36:19.945459] [DEBUG] [REMOTE    ] METCB: Fetching historical data.
[2025-12-29T20:36:19.945437] [INFO ] [main      ] Progress: 269/403 forecasts completed (66.7%). TRMD finished in 0.6s. ETA: 22.9s. Rate: 351.62 forecasts/min
[2025-12-29T20:36:19.956849] [DEBUG] [REMOTE    ] METCB: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:19.957665] [DEBUG] [LOCAL     ] Loaded configuration for METCB: 2 features, N/A% accuracy
[2025-12-29T20:36:19.957717] [INFO ] [LOCAL     ] METCB: Loaded 2 optimal features with 57.41% confidence from JSON config
[2025-12-29T20:36:19.957749] [DEBUG] [MAG       ] Building data for symbol: METCB with lookback: 0
[2025-12-29T20:36:19.958546] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:36:19.958625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:19.959394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-29T20:36:19.960160] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:19.961787] [INFO ] [LOCAL     ] PFGC: Saved forecast.
[2025-12-29T20:36:19.961854] [INFO ] [main      ] PFGC: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=55.1071%)
[2025-12-29T20:36:19.962196] [INFO ] [main      ] Progress: 270/403 forecasts completed (67.0%). PFGC finished in 0.6s. ETA: 22.6s. Rate: 352.80 forecasts/min
[2025-12-29T20:36:19.962314] [INFO ] [main      ] Fetching symbol history for INDI...
[2025-12-29T20:36:19.962356] [DEBUG] [REMOTE    ] INDI: Fetching historical data.
[2025-12-29T20:36:19.973418] [DEBUG] [REMOTE    ] INDI: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:19.974195] [DEBUG] [LOCAL     ] Loaded configuration for INDI: 3 features, N/A% accuracy
[2025-12-29T20:36:19.974251] [INFO ] [LOCAL     ] INDI: Loaded 3 optimal features with 58.48% confidence from JSON config
[2025-12-29T20:36:19.974284] [DEBUG] [MAG       ] Building data for symbol: INDI with lookback: 0
[2025-12-29T20:36:19.975097] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:19.975158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:19.976890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:19.977393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:19.977857] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:20.003902] [DEBUG] [MAG       ] ALHC: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:20.062307] [DEBUG] [MAG       ] VCRB: Last date is validated at 2025-12-29
[2025-12-29T20:36:20.080867] [INFO ] [LOCAL     ] ALHC: Saved forecast.
[2025-12-29T20:36:20.080943] [INFO ] [main      ] ALHC: Signal=1 (Conf=90.0%), Magnitude=-3.70% (Conf=45.3705%)
[2025-12-29T20:36:20.081487] [INFO ] [main      ] Fetching symbol history for CDC...
[2025-12-29T20:36:20.081557] [DEBUG] [REMOTE    ] CDC: Fetching historical data.
[2025-12-29T20:36:20.081656] [INFO ] [main      ] Progress: 271/403 forecasts completed (67.2%). ALHC finished in 0.7s. ETA: 22.4s. Rate: 353.19 forecasts/min
[2025-12-29T20:36:20.097046] [DEBUG] [REMOTE    ] CDC: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:20.098160] [DEBUG] [LOCAL     ] Loaded configuration for CDC: 1 features, N/A% accuracy
[2025-12-29T20:36:20.098236] [INFO ] [LOCAL     ] CDC: Loaded 1 optimal features with 46.17% confidence from JSON config
[2025-12-29T20:36:20.098290] [DEBUG] [MAG       ] Building data for symbol: CDC with lookback: 0
[2025-12-29T20:36:20.099629] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-29T20:36:20.099711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:20.100838] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:20.233080] [DEBUG] [MAG       ] VCRB: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:20.299643] [INFO ] [LOCAL     ] VCRB: Saved forecast.
[2025-12-29T20:36:20.299722] [INFO ] [main      ] VCRB: Signal=1 (Conf=90.0%), Magnitude=0.16% (Conf=61.5047%)
[2025-12-29T20:36:20.300093] [INFO ] [main      ] Fetching symbol history for PDBC...
[2025-12-29T20:36:20.300152] [DEBUG] [REMOTE    ] PDBC: Fetching historical data.
[2025-12-29T20:36:20.301656] [INFO ] [main      ] Progress: 272/403 forecasts completed (67.5%). VCRB finished in 0.6s. ETA: 22.3s. Rate: 352.81 forecasts/min
[2025-12-29T20:36:20.307710] [DEBUG] [MAG       ] METCB: Last date is validated at 2025-12-29
[2025-12-29T20:36:20.312803] [DEBUG] [REMOTE    ] PDBC: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:20.314037] [DEBUG] [LOCAL     ] Loaded configuration for PDBC: 5 features, N/A% accuracy
[2025-12-29T20:36:20.314091] [INFO ] [LOCAL     ] PDBC: Loaded 5 optimal features with 57.57% confidence from JSON config
[2025-12-29T20:36:20.314124] [DEBUG] [MAG       ] Building data for symbol: PDBC with lookback: 0
[2025-12-29T20:36:20.314987] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:36:20.315052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:20.315984] [DEBUG] [MAG       ] INDI: Last date is validated at 2025-12-29
[2025-12-29T20:36:20.320239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:20.322222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:20.322754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:20.323164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:36:20.324133] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:20.444831] [DEBUG] [MAG       ] CDC: Last date is validated at 2025-12-29
[2025-12-29T20:36:20.486606] [DEBUG] [MAG       ] INDI: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:20.492357] [DEBUG] [MAG       ] METCB: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:20.548242] [INFO ] [LOCAL     ] INDI: Saved forecast.
[2025-12-29T20:36:20.548310] [INFO ] [main      ] INDI: Signal=1 (Conf=90.0%), Magnitude=2.79% (Conf=58.4762%)
[2025-12-29T20:36:20.548647] [INFO ] [main      ] Fetching symbol history for PAYO...
[2025-12-29T20:36:20.548700] [DEBUG] [REMOTE    ] PAYO: Fetching historical data.
[2025-12-29T20:36:20.549951] [INFO ] [main      ] Progress: 273/403 forecasts completed (67.7%). INDI finished in 0.6s. ETA: 22.1s. Rate: 352.21 forecasts/min
[2025-12-29T20:36:20.560732] [DEBUG] [REMOTE    ] PAYO: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:20.561718] [DEBUG] [LOCAL     ] Loaded configuration for PAYO: 5 features, N/A% accuracy
[2025-12-29T20:36:20.561772] [INFO ] [LOCAL     ] PAYO: Loaded 5 optimal features with 67.12% confidence from JSON config
[2025-12-29T20:36:20.561805] [DEBUG] [MAG       ] Building data for symbol: PAYO with lookback: 0
[2025-12-29T20:36:20.562638] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:36:20.562713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:20.564524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:20.565070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:20.565472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-29T20:36:20.566851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-29T20:36:20.567552] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:20.568803] [INFO ] [LOCAL     ] METCB: Saved forecast.
[2025-12-29T20:36:20.568883] [INFO ] [main      ] METCB: Signal=1 (Conf=90.0%), Magnitude=17.38% (Conf=57.4076%)
[2025-12-29T20:36:20.569225] [INFO ] [main      ] Fetching symbol history for OPAD...
[2025-12-29T20:36:20.569607] [DEBUG] [REMOTE    ] OPAD: Fetching historical data.
[2025-12-29T20:36:20.569661] [INFO ] [main      ] Progress: 274/403 forecasts completed (68.0%). METCB finished in 0.6s. ETA: 21.9s. Rate: 353.35 forecasts/min
[2025-12-29T20:36:20.581844] [DEBUG] [REMOTE    ] OPAD: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:20.582914] [DEBUG] [LOCAL     ] Loaded configuration for OPAD: 5 features, N/A% accuracy
[2025-12-29T20:36:20.582976] [INFO ] [LOCAL     ] OPAD: Loaded 5 optimal features with 48.73% confidence from JSON config
[2025-12-29T20:36:20.583009] [DEBUG] [MAG       ] Building data for symbol: OPAD with lookback: 0
[2025-12-29T20:36:20.583910] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:36:20.583973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:20.588965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:20.590842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:20.591329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:20.591743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:36:20.620292] [DEBUG] [MAG       ] CDC: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:20.639652] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:20.668670] [DEBUG] [MAG       ] PDBC: Last date is validated at 2025-12-29
[2025-12-29T20:36:20.696430] [INFO ] [LOCAL     ] CDC: Saved forecast.
[2025-12-29T20:36:20.696500] [INFO ] [main      ] CDC: Signal=1 (Conf=90.0%), Magnitude=-0.65% (Conf=46.1732%)
[2025-12-29T20:36:20.700699] [INFO ] [main      ] Fetching symbol history for UNMA...
[2025-12-29T20:36:20.700756] [DEBUG] [REMOTE    ] UNMA: Fetching historical data.
[2025-12-29T20:36:20.701649] [INFO ] [main      ] Progress: 275/403 forecasts completed (68.2%). CDC finished in 0.6s. ETA: 21.7s. Rate: 353.64 forecasts/min
[2025-12-29T20:36:20.712761] [DEBUG] [REMOTE    ] UNMA: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:20.713955] [DEBUG] [LOCAL     ] Loaded configuration for UNMA: 6 features, N/A% accuracy
[2025-12-29T20:36:20.714013] [INFO ] [LOCAL     ] UNMA: Loaded 6 optimal features with 64.70% confidence from JSON config
[2025-12-29T20:36:20.714047] [DEBUG] [MAG       ] Building data for symbol: UNMA with lookback: 0
[2025-12-29T20:36:20.714950] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:36:20.715013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:20.716917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:20.717533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:20.717963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-29T20:36:20.719454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-29T20:36:20.721657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-29T20:36:20.723940] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:20.838144] [DEBUG] [MAG       ] PDBC: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:20.895220] [INFO ] [LOCAL     ] PDBC: Saved forecast.
[2025-12-29T20:36:20.895286] [INFO ] [main      ] PDBC: Signal=1 (Conf=90.0%), Magnitude=-0.99% (Conf=57.5687%)
[2025-12-29T20:36:20.895671] [INFO ] [main      ] Fetching symbol history for VTS...
[2025-12-29T20:36:20.895729] [DEBUG] [REMOTE    ] VTS: Fetching historical data.
[2025-12-29T20:36:20.896658] [INFO ] [main      ] Progress: 276/403 forecasts completed (68.5%). PDBC finished in 0.6s. ETA: 21.6s. Rate: 353.45 forecasts/min
[2025-12-29T20:36:20.907377] [DEBUG] [REMOTE    ] VTS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:20.908156] [DEBUG] [LOCAL     ] Loaded configuration for VTS: 4 features, N/A% accuracy
[2025-12-29T20:36:20.908206] [INFO ] [LOCAL     ] VTS: Loaded 4 optimal features with 64.63% confidence from JSON config
[2025-12-29T20:36:20.908237] [DEBUG] [MAG       ] Building data for symbol: VTS with lookback: 0
[2025-12-29T20:36:20.909081] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:20.909144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:20.912185] [DEBUG] [MAG       ] PAYO: Last date is validated at 2025-12-29
[2025-12-29T20:36:20.914175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:20.916034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:20.916526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:20.916952] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:20.983248] [DEBUG] [MAG       ] OPAD: Last date is validated at 2025-12-29
[2025-12-29T20:36:21.078910] [DEBUG] [MAG       ] PAYO: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:21.105351] [DEBUG] [MAG       ] UNMA: Last date is validated at 2025-12-29
[2025-12-29T20:36:21.141628] [INFO ] [LOCAL     ] PAYO: Saved forecast.
[2025-12-29T20:36:21.141695] [INFO ] [main      ] PAYO: Signal=1 (Conf=90.0%), Magnitude=1.52% (Conf=67.1164%)
[2025-12-29T20:36:21.142035] [INFO ] [main      ] Progress: 277/403 forecasts completed (68.7%). PAYO finished in 0.6s. ETA: 21.4s. Rate: 352.88 forecasts/min
[2025-12-29T20:36:21.142159] [INFO ] [main      ] Fetching symbol history for OLPX...
[2025-12-29T20:36:21.142201] [DEBUG] [REMOTE    ] OLPX: Fetching historical data.
[2025-12-29T20:36:21.151363] [DEBUG] [MAG       ] OPAD: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:21.153519] [DEBUG] [REMOTE    ] OLPX: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:21.154433] [DEBUG] [LOCAL     ] Loaded configuration for OLPX: 14 features, N/A% accuracy
[2025-12-29T20:36:21.154489] [INFO ] [LOCAL     ] OLPX: Loaded 14 optimal features with 36.61% confidence from JSON config
[2025-12-29T20:36:21.154521] [DEBUG] [MAG       ] Building data for symbol: OLPX with lookback: 0
[2025-12-29T20:36:21.155314] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2025-12-29T20:36:21.155381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:21.160239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:21.162033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:21.162501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:21.163396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:21.165797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-29T20:36:21.168438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-29T20:36:21.169181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-29T20:36:21.171214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-29T20:36:21.173677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-29T20:36:21.175165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-29T20:36:21.176390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-29T20:36:21.178520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-29T20:36:21.180013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-29T20:36:21.185730] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:21.214114] [INFO ] [LOCAL     ] OPAD: Saved forecast.
[2025-12-29T20:36:21.214182] [INFO ] [main      ] OPAD: Signal=1 (Conf=90.0%), Magnitude=-26.38% (Conf=48.7343%)
[2025-12-29T20:36:21.214548] [INFO ] [main      ] Fetching symbol history for S...
[2025-12-29T20:36:21.214617] [DEBUG] [REMOTE    ] S: Fetching historical data.
[2025-12-29T20:36:21.215647] [INFO ] [main      ] Progress: 278/403 forecasts completed (69.0%). OPAD finished in 0.6s. ETA: 21.2s. Rate: 353.60 forecasts/min
[2025-12-29T20:36:21.226003] [DEBUG] [REMOTE    ] S: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:21.227039] [DEBUG] [LOCAL     ] Loaded configuration for S: 6 features, N/A% accuracy
[2025-12-29T20:36:21.227089] [INFO ] [LOCAL     ] S: Loaded 6 optimal features with 63.38% confidence from JSON config
[2025-12-29T20:36:21.227129] [DEBUG] [MAG       ] Building data for symbol: S with lookback: 0
[2025-12-29T20:36:21.227936] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:36:21.227997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:21.233066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:21.234887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:21.235365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:21.235830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:21.236237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-29T20:36:21.237456] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:21.262207] [DEBUG] [MAG       ] VTS: Last date is validated at 2025-12-29
[2025-12-29T20:36:21.282622] [DEBUG] [MAG       ] UNMA: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:21.345450] [INFO ] [LOCAL     ] UNMA: Saved forecast.
[2025-12-29T20:36:21.345521] [INFO ] [main      ] UNMA: Signal=1 (Conf=90.0%), Magnitude=-0.31% (Conf=64.7029%)
[2025-12-29T20:36:21.345704] [INFO ] [main      ] Fetching symbol history for IBB...
[2025-12-29T20:36:21.345750] [DEBUG] [REMOTE    ] IBB: Fetching historical data.
[2025-12-29T20:36:21.348655] [INFO ] [main      ] Progress: 279/403 forecasts completed (69.2%). UNMA finished in 0.6s. ETA: 21.0s. Rate: 353.88 forecasts/min
[2025-12-29T20:36:21.358962] [DEBUG] [REMOTE    ] IBB: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:21.360009] [DEBUG] [LOCAL     ] Loaded configuration for IBB: 4 features, N/A% accuracy
[2025-12-29T20:36:21.360071] [INFO ] [LOCAL     ] IBB: Loaded 4 optimal features with 57.58% confidence from JSON config
[2025-12-29T20:36:21.360105] [DEBUG] [MAG       ] Building data for symbol: IBB with lookback: 0
[2025-12-29T20:36:21.361037] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:21.361102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:21.362952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:21.363485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:21.363937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:36:21.364971] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:21.434805] [DEBUG] [MAG       ] VTS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:21.505976] [INFO ] [LOCAL     ] VTS: Saved forecast.
[2025-12-29T20:36:21.506044] [INFO ] [main      ] VTS: Signal=1 (Conf=90.0%), Magnitude=1.47% (Conf=64.626%)
[2025-12-29T20:36:21.506399] [INFO ] [main      ] Fetching symbol history for SSYS...
[2025-12-29T20:36:21.506451] [DEBUG] [REMOTE    ] SSYS: Fetching historical data.
[2025-12-29T20:36:21.506673] [INFO ] [main      ] Progress: 280/403 forecasts completed (69.5%). VTS finished in 0.6s. ETA: 20.8s. Rate: 353.96 forecasts/min
[2025-12-29T20:36:21.519134] [DEBUG] [REMOTE    ] SSYS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:21.519924] [DEBUG] [LOCAL     ] Loaded configuration for SSYS: 9 features, N/A% accuracy
[2025-12-29T20:36:21.519977] [INFO ] [LOCAL     ] SSYS: Loaded 9 optimal features with 57.61% confidence from JSON config
[2025-12-29T20:36:21.520009] [DEBUG] [MAG       ] Building data for symbol: SSYS with lookback: 0
[2025-12-29T20:36:21.520789] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-29T20:36:21.520852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:21.525629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:21.526016] [DEBUG] [MAG       ] OLPX: Last date is validated at 2025-12-29
[2025-12-29T20:36:21.527434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:21.527972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:21.528383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:36:21.530382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:36:21.569052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:36:21.580087] [DEBUG] [MAG       ] S: Last date is validated at 2025-12-29
[2025-12-29T20:36:21.618477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-29T20:36:21.619238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-29T20:36:21.621219] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:21.694214] [DEBUG] [MAG       ] OLPX: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:21.714177] [DEBUG] [MAG       ] IBB: Last date is validated at 2025-12-29
[2025-12-29T20:36:21.745673] [DEBUG] [MAG       ] S: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:21.823233] [INFO ] [LOCAL     ] S: Saved forecast.
[2025-12-29T20:36:21.823307] [INFO ] [main      ] S: Signal=1 (Conf=90.0%), Magnitude=1.57% (Conf=63.3835%)
[2025-12-29T20:36:21.823686] [INFO ] [main      ] Fetching symbol history for DEI...
[2025-12-29T20:36:21.823738] [DEBUG] [REMOTE    ] DEI: Fetching historical data.
[2025-12-29T20:36:21.823743] [INFO ] [main      ] Progress: 281/403 forecasts completed (69.7%). S finished in 0.6s. ETA: 20.7s. Rate: 352.87 forecasts/min
[2025-12-29T20:36:21.835971] [DEBUG] [REMOTE    ] DEI: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:21.836909] [DEBUG] [LOCAL     ] Loaded configuration for DEI: 4 features, N/A% accuracy
[2025-12-29T20:36:21.836969] [INFO ] [LOCAL     ] DEI: Loaded 4 optimal features with 59.20% confidence from JSON config
[2025-12-29T20:36:21.836999] [DEBUG] [MAG       ] Building data for symbol: DEI with lookback: 0
[2025-12-29T20:36:21.837803] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:21.837866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:21.838756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:36:21.851465] [INFO ] [LOCAL     ] OLPX: Saved forecast.
[2025-12-29T20:36:21.851529] [INFO ] [main      ] OLPX: Signal=1 (Conf=90.0%), Magnitude=0.60% (Conf=36.6112%)
[2025-12-29T20:36:21.851902] [INFO ] [main      ] Progress: 282/403 forecasts completed (70.0%). OLPX finished in 0.7s. ETA: 20.5s. Rate: 353.92 forecasts/min
[2025-12-29T20:36:21.852081] [INFO ] [main      ] Fetching symbol history for ZBH...
[2025-12-29T20:36:21.852128] [DEBUG] [REMOTE    ] ZBH: Fetching historical data.
[2025-12-29T20:36:21.863820] [DEBUG] [REMOTE    ] ZBH: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:21.864819] [DEBUG] [LOCAL     ] Loaded configuration for ZBH: 7 features, N/A% accuracy
[2025-12-29T20:36:21.864872] [INFO ] [LOCAL     ] ZBH: Loaded 7 optimal features with 50.26% confidence from JSON config
[2025-12-29T20:36:21.864903] [DEBUG] [MAG       ] Building data for symbol: ZBH with lookback: 0
[2025-12-29T20:36:21.865720] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-29T20:36:21.865782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:21.867487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:21.868006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:21.868453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:21.868887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:36:21.888626] [DEBUG] [MAG       ] IBB: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:21.950010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-29T20:36:21.950952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-29T20:36:21.952083] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:21.964742] [DEBUG] [MAG       ] SSYS: Last date is validated at 2025-12-29
[2025-12-29T20:36:21.982274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:36:21.983523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-29T20:36:21.985230] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:21.991765] [INFO ] [LOCAL     ] IBB: Saved forecast.
[2025-12-29T20:36:21.991836] [INFO ] [main      ] IBB: Signal=1 (Conf=90.0%), Magnitude=0.32% (Conf=57.5771%)
[2025-12-29T20:36:21.992286] [INFO ] [main      ] Fetching symbol history for EZGO...
[2025-12-29T20:36:21.992340] [DEBUG] [REMOTE    ] EZGO: Fetching historical data.
[2025-12-29T20:36:21.992668] [INFO ] [main      ] Progress: 283/403 forecasts completed (70.2%). IBB finished in 0.6s. ETA: 20.3s. Rate: 354.13 forecasts/min
[2025-12-29T20:36:22.004113] [DEBUG] [REMOTE    ] EZGO: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:22.005266] [DEBUG] [LOCAL     ] Loaded configuration for EZGO: 8 features, N/A% accuracy
[2025-12-29T20:36:22.005342] [INFO ] [LOCAL     ] EZGO: Loaded 8 optimal features with 60.79% confidence from JSON config
[2025-12-29T20:36:22.005385] [DEBUG] [MAG       ] Building data for symbol: EZGO with lookback: 0
[2025-12-29T20:36:22.006618] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-29T20:36:22.006701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:22.009038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:22.009731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:22.010235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:22.011447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:22.015037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:36:22.016427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-29T20:36:22.018275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-29T20:36:22.019913] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:22.134210] [DEBUG] [MAG       ] SSYS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:22.216491] [INFO ] [LOCAL     ] SSYS: Saved forecast.
[2025-12-29T20:36:22.216558] [INFO ] [main      ] SSYS: Signal=1 (Conf=90.0%), Magnitude=-0.93% (Conf=57.6051%)
[2025-12-29T20:36:22.216934] [INFO ] [main      ] Fetching symbol history for MOD...
[2025-12-29T20:36:22.216986] [DEBUG] [REMOTE    ] MOD: Fetching historical data.
[2025-12-29T20:36:22.217667] [INFO ] [main      ] Progress: 284/403 forecasts completed (70.5%). SSYS finished in 0.7s. ETA: 20.2s. Rate: 353.72 forecasts/min
[2025-12-29T20:36:22.228211] [DEBUG] [REMOTE    ] MOD: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:22.229551] [DEBUG] [LOCAL     ] Loaded configuration for MOD: 2 features, N/A% accuracy
[2025-12-29T20:36:22.229642] [INFO ] [LOCAL     ] MOD: Loaded 2 optimal features with 41.40% confidence from JSON config
[2025-12-29T20:36:22.229675] [DEBUG] [MAG       ] Building data for symbol: MOD with lookback: 0
[2025-12-29T20:36:22.230661] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:36:22.230723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:22.235678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:22.236546] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:22.293991] [DEBUG] [MAG       ] DEI: Last date is validated at 2025-12-29
[2025-12-29T20:36:22.341708] [DEBUG] [MAG       ] ZBH: Last date is validated at 2025-12-29
[2025-12-29T20:36:22.379050] [DEBUG] [MAG       ] EZGO: Last date is validated at 2025-12-29
[2025-12-29T20:36:22.464537] [DEBUG] [MAG       ] DEI: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:22.513483] [DEBUG] [MAG       ] ZBH: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:22.530786] [INFO ] [LOCAL     ] DEI: Saved forecast.
[2025-12-29T20:36:22.530856] [INFO ] [main      ] DEI: Signal=1 (Conf=90.0%), Magnitude=-1.26% (Conf=59.2048%)
[2025-12-29T20:36:22.531216] [INFO ] [main      ] Fetching symbol history for NAMS...
[2025-12-29T20:36:22.531266] [DEBUG] [REMOTE    ] NAMS: Fetching historical data.
[2025-12-29T20:36:22.531654] [INFO ] [main      ] Progress: 285/403 forecasts completed (70.7%). DEI finished in 0.7s. ETA: 20.1s. Rate: 352.67 forecasts/min
[2025-12-29T20:36:22.543820] [DEBUG] [REMOTE    ] NAMS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:22.544700] [DEBUG] [LOCAL     ] Loaded configuration for NAMS: 6 features, N/A% accuracy
[2025-12-29T20:36:22.544753] [INFO ] [LOCAL     ] NAMS: Loaded 6 optimal features with 51.76% confidence from JSON config
[2025-12-29T20:36:22.544785] [DEBUG] [MAG       ] Building data for symbol: NAMS with lookback: 0
[2025-12-29T20:36:22.545627] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:36:22.545689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:22.550605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:22.551421] [DEBUG] [MAG       ] EZGO: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:22.552423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:22.552926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:22.553361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:22.553768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-29T20:36:22.556071] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:22.580309] [DEBUG] [MAG       ] MOD: Last date is validated at 2025-12-29
[2025-12-29T20:36:22.618438] [INFO ] [LOCAL     ] ZBH: Saved forecast.
[2025-12-29T20:36:22.618506] [INFO ] [main      ] ZBH: Signal=1 (Conf=90.0%), Magnitude=1.04% (Conf=50.2566%)
[2025-12-29T20:36:22.618678] [INFO ] [main      ] Fetching symbol history for TSLS...
[2025-12-29T20:36:22.618723] [DEBUG] [REMOTE    ] TSLS: Fetching historical data.
[2025-12-29T20:36:22.620108] [INFO ] [main      ] Progress: 286/403 forecasts completed (71.0%). ZBH finished in 0.8s. ETA: 19.9s. Rate: 353.26 forecasts/min
[2025-12-29T20:36:22.630717] [DEBUG] [REMOTE    ] TSLS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:22.631674] [DEBUG] [LOCAL     ] Loaded configuration for TSLS: 6 features, N/A% accuracy
[2025-12-29T20:36:22.631727] [INFO ] [LOCAL     ] TSLS: Loaded 6 optimal features with 53.59% confidence from JSON config
[2025-12-29T20:36:22.631759] [DEBUG] [MAG       ] Building data for symbol: TSLS with lookback: 0
[2025-12-29T20:36:22.632547] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:36:22.632629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:22.637518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:22.638929] [INFO ] [LOCAL     ] EZGO: Saved forecast.
[2025-12-29T20:36:22.639001] [INFO ] [main      ] EZGO: Signal=1 (Conf=90.0%), Magnitude=-18.76% (Conf=60.7904%)
[2025-12-29T20:36:22.639352] [INFO ] [main      ] Fetching symbol history for WAVE...
[2025-12-29T20:36:22.639403] [DEBUG] [REMOTE    ] WAVE: Fetching historical data.
[2025-12-29T20:36:22.639493] [INFO ] [main      ] Progress: 287/403 forecasts completed (71.2%). EZGO finished in 0.6s. ETA: 19.6s. Rate: 354.35 forecasts/min
[2025-12-29T20:36:22.639399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:22.640084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:22.640492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:22.643049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:36:22.653428] [DEBUG] [REMOTE    ] WAVE: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:22.654259] [DEBUG] [LOCAL     ] Loaded configuration for WAVE: 8 features, N/A% accuracy
[2025-12-29T20:36:22.654311] [INFO ] [LOCAL     ] WAVE: Loaded 8 optimal features with 59.58% confidence from JSON config
[2025-12-29T20:36:22.654342] [DEBUG] [MAG       ] Building data for symbol: WAVE with lookback: 0
[2025-12-29T20:36:22.655178] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-29T20:36:22.655243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:22.657008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:22.657531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:22.658011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:22.658994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:36:22.685328] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:22.705305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-29T20:36:22.755401] [DEBUG] [MAG       ] MOD: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:22.781709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-29T20:36:22.782523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-29T20:36:22.783931] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:22.875455] [INFO ] [LOCAL     ] MOD: Saved forecast.
[2025-12-29T20:36:22.875523] [INFO ] [main      ] MOD: Signal=1 (Conf=90.0%), Magnitude=0.05% (Conf=41.4009%)
[2025-12-29T20:36:22.875896] [INFO ] [main      ] Fetching symbol history for MSTX...
[2025-12-29T20:36:22.875947] [DEBUG] [REMOTE    ] MSTX: Fetching historical data.
[2025-12-29T20:36:22.877656] [INFO ] [main      ] Progress: 288/403 forecasts completed (71.5%). MOD finished in 0.7s. ETA: 19.5s. Rate: 353.85 forecasts/min
[2025-12-29T20:36:22.890517] [DEBUG] [REMOTE    ] MSTX: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:22.891469] [DEBUG] [LOCAL     ] Loaded configuration for MSTX: 3 features, N/A% accuracy
[2025-12-29T20:36:22.891519] [INFO ] [LOCAL     ] MSTX: Loaded 3 optimal features with 51.62% confidence from JSON config
[2025-12-29T20:36:22.891550] [DEBUG] [MAG       ] Building data for symbol: MSTX with lookback: 0
[2025-12-29T20:36:22.892353] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:22.892323] [DEBUG] [MAG       ] NAMS: Last date is validated at 2025-12-29
[2025-12-29T20:36:22.892413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:22.897275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:36:23.008464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:36:23.009727] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:23.034901] [DEBUG] [MAG       ] TSLS: Last date is validated at 2025-12-29
[2025-12-29T20:36:23.059396] [DEBUG] [MAG       ] NAMS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:23.130195] [DEBUG] [MAG       ] WAVE: Last date is validated at 2025-12-29
[2025-12-29T20:36:23.148601] [INFO ] [LOCAL     ] NAMS: Saved forecast.
[2025-12-29T20:36:23.148670] [INFO ] [main      ] NAMS: Signal=1 (Conf=90.0%), Magnitude=-3.19% (Conf=51.7627%)
[2025-12-29T20:36:23.149042] [INFO ] [main      ] Fetching symbol history for HYI...
[2025-12-29T20:36:23.149093] [DEBUG] [REMOTE    ] HYI: Fetching historical data.
[2025-12-29T20:36:23.149652] [INFO ] [main      ] Progress: 289/403 forecasts completed (71.7%). NAMS finished in 0.6s. ETA: 19.4s. Rate: 353.12 forecasts/min
[2025-12-29T20:36:23.160360] [DEBUG] [REMOTE    ] HYI: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:23.161439] [DEBUG] [LOCAL     ] Loaded configuration for HYI: 6 features, N/A% accuracy
[2025-12-29T20:36:23.161489] [INFO ] [LOCAL     ] HYI: Loaded 6 optimal features with 44.18% confidence from JSON config
[2025-12-29T20:36:23.161520] [DEBUG] [MAG       ] Building data for symbol: HYI with lookback: 0
[2025-12-29T20:36:23.162317] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:36:23.162379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:23.167256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:23.169146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:23.169974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:23.170366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:36:23.204291] [DEBUG] [MAG       ] TSLS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:23.209414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-29T20:36:23.210785] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:23.284409] [INFO ] [LOCAL     ] TSLS: Saved forecast.
[2025-12-29T20:36:23.284474] [INFO ] [main      ] TSLS: Signal=1 (Conf=90.0%), Magnitude=-0.19% (Conf=53.5905%)
[2025-12-29T20:36:23.284791] [INFO ] [main      ] Fetching symbol history for ZS...
[2025-12-29T20:36:23.284841] [DEBUG] [REMOTE    ] ZS: Fetching historical data.
[2025-12-29T20:36:23.285706] [INFO ] [main      ] Progress: 290/403 forecasts completed (72.0%). TSLS finished in 0.7s. ETA: 19.2s. Rate: 353.36 forecasts/min
[2025-12-29T20:36:23.296967] [DEBUG] [REMOTE    ] ZS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:23.297913] [DEBUG] [LOCAL     ] Loaded configuration for ZS: 4 features, N/A% accuracy
[2025-12-29T20:36:23.297965] [INFO ] [LOCAL     ] ZS: Loaded 4 optimal features with 58.38% confidence from JSON config
[2025-12-29T20:36:23.297996] [DEBUG] [MAG       ] Building data for symbol: ZS with lookback: 0
[2025-12-29T20:36:23.298821] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:23.298886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:23.299615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:23.300476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:36:23.302286] [DEBUG] [MAG       ] WAVE: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:23.360554] [DEBUG] [MAG       ] MSTX: Last date is validated at 2025-12-29
[2025-12-29T20:36:23.382094] [INFO ] [LOCAL     ] WAVE: Saved forecast.
[2025-12-29T20:36:23.382161] [INFO ] [main      ] WAVE: Signal=1 (Conf=90.0%), Magnitude=-3.13% (Conf=59.5758%)
[2025-12-29T20:36:23.382330] [INFO ] [main      ] Fetching symbol history for SHIP...
[2025-12-29T20:36:23.382377] [DEBUG] [REMOTE    ] SHIP: Fetching historical data.
[2025-12-29T20:36:23.382863] [INFO ] [main      ] Progress: 291/403 forecasts completed (72.2%). WAVE finished in 0.7s. ETA: 19.0s. Rate: 353.88 forecasts/min
[2025-12-29T20:36:23.393899] [DEBUG] [REMOTE    ] SHIP: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:23.394833] [DEBUG] [LOCAL     ] Loaded configuration for SHIP: 6 features, N/A% accuracy
[2025-12-29T20:36:23.394899] [INFO ] [LOCAL     ] SHIP: Loaded 6 optimal features with 40.82% confidence from JSON config
[2025-12-29T20:36:23.395263] [DEBUG] [MAG       ] Building data for symbol: SHIP with lookback: 0
[2025-12-29T20:36:23.396140] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:36:23.396204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:23.401449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:36:23.416569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-29T20:36:23.418898] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:23.443666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-29T20:36:23.444794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-29T20:36:23.445558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-29T20:36:23.446315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-29T20:36:23.447611] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:23.531861] [DEBUG] [MAG       ] MSTX: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:23.549677] [DEBUG] [MAG       ] HYI: Last date is validated at 2025-12-29
[2025-12-29T20:36:23.666682] [INFO ] [LOCAL     ] MSTX: Saved forecast.
[2025-12-29T20:36:23.666749] [INFO ] [main      ] MSTX: Signal=1 (Conf=90.0%), Magnitude=-20.43% (Conf=51.6204%)
[2025-12-29T20:36:23.667088] [INFO ] [main      ] Fetching symbol history for PSN...
[2025-12-29T20:36:23.667145] [DEBUG] [REMOTE    ] PSN: Fetching historical data.
[2025-12-29T20:36:23.667655] [INFO ] [main      ] Progress: 292/403 forecasts completed (72.5%). MSTX finished in 0.8s. ETA: 18.9s. Rate: 353.06 forecasts/min
[2025-12-29T20:36:23.677652] [DEBUG] [REMOTE    ] PSN: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:23.678411] [DEBUG] [LOCAL     ] Loaded configuration for PSN: 4 features, N/A% accuracy
[2025-12-29T20:36:23.678460] [INFO ] [LOCAL     ] PSN: Loaded 4 optimal features with 61.67% confidence from JSON config
[2025-12-29T20:36:23.678490] [DEBUG] [MAG       ] Building data for symbol: PSN with lookback: 0
[2025-12-29T20:36:23.679304] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:23.679365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:36:23.680295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-29T20:36:23.681121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-29T20:36:23.682163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-29T20:36:23.684186] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:23.717796] [DEBUG] [MAG       ] HYI: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:23.758866] [DEBUG] [MAG       ] ZS: Last date is validated at 2025-12-29
[2025-12-29T20:36:23.776101] [INFO ] [LOCAL     ] HYI: Saved forecast.
[2025-12-29T20:36:23.776173] [INFO ] [main      ] HYI: Signal=1 (Conf=90.0%), Magnitude=-0.15% (Conf=44.1829%)
[2025-12-29T20:36:23.776541] [INFO ] [main      ] Fetching symbol history for SNN...
[2025-12-29T20:36:23.776607] [DEBUG] [REMOTE    ] SNN: Fetching historical data.
[2025-12-29T20:36:23.776648] [INFO ] [main      ] Progress: 293/403 forecasts completed (72.7%). HYI finished in 0.6s. ETA: 18.7s. Rate: 353.49 forecasts/min
[2025-12-29T20:36:23.788644] [DEBUG] [REMOTE    ] SNN: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:23.789731] [DEBUG] [LOCAL     ] Loaded configuration for SNN: 7 features, N/A% accuracy
[2025-12-29T20:36:23.789784] [INFO ] [LOCAL     ] SNN: Loaded 7 optimal features with 38.70% confidence from JSON config
[2025-12-29T20:36:23.789815] [DEBUG] [MAG       ] Building data for symbol: SNN with lookback: 0
[2025-12-29T20:36:23.790613] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-29T20:36:23.790674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:23.795856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:36:23.835689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-29T20:36:23.836669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-29T20:36:23.837313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-29T20:36:23.839145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-29T20:36:23.841134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-29T20:36:23.841892] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:23.871634] [DEBUG] [MAG       ] SHIP: Last date is validated at 2025-12-29
[2025-12-29T20:36:23.949356] [DEBUG] [MAG       ] ZS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:24.024409] [DEBUG] [MAG       ] PSN: Last date is validated at 2025-12-29
[2025-12-29T20:36:24.045527] [DEBUG] [MAG       ] SHIP: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:24.093658] [INFO ] [LOCAL     ] ZS: Saved forecast.
[2025-12-29T20:36:24.093731] [INFO ] [main      ] ZS: Signal=1 (Conf=90.0%), Magnitude=-2.06% (Conf=58.3778%)
[2025-12-29T20:36:24.094115] [INFO ] [main      ] Progress: 294/403 forecasts completed (73.0%). ZS finished in 0.8s. ETA: 18.6s. Rate: 352.45 forecasts/min
[2025-12-29T20:36:24.094215] [INFO ] [main      ] Fetching symbol history for DHX...
[2025-12-29T20:36:24.094312] [DEBUG] [REMOTE    ] DHX: Fetching historical data.
[2025-12-29T20:36:24.107029] [DEBUG] [REMOTE    ] DHX: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:24.108162] [DEBUG] [LOCAL     ] Loaded configuration for DHX: 6 features, N/A% accuracy
[2025-12-29T20:36:24.108215] [INFO ] [LOCAL     ] DHX: Loaded 6 optimal features with 44.36% confidence from JSON config
[2025-12-29T20:36:24.108246] [DEBUG] [MAG       ] Building data for symbol: DHX with lookback: 0
[2025-12-29T20:36:24.109304] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:36:24.109366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:24.111448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:24.112168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-29T20:36:24.115203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-29T20:36:24.118031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-29T20:36:24.137629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-29T20:36:24.140825] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:24.186091] [DEBUG] [MAG       ] SNN: Last date is validated at 2025-12-29
[2025-12-29T20:36:24.189209] [INFO ] [LOCAL     ] SHIP: Saved forecast.
[2025-12-29T20:36:24.189280] [INFO ] [main      ] SHIP: Signal=1 (Conf=90.0%), Magnitude=-2.46% (Conf=40.8216%)
[2025-12-29T20:36:24.189643] [INFO ] [main      ] Fetching symbol history for GAB...
[2025-12-29T20:36:24.189696] [DEBUG] [REMOTE    ] GAB: Fetching historical data.
[2025-12-29T20:36:24.191627] [INFO ] [main      ] Progress: 295/403 forecasts completed (73.2%). SHIP finished in 0.8s. ETA: 18.4s. Rate: 352.96 forecasts/min
[2025-12-29T20:36:24.194219] [DEBUG] [MAG       ] PSN: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:24.202924] [DEBUG] [REMOTE    ] GAB: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:24.204065] [DEBUG] [LOCAL     ] Loaded configuration for GAB: 4 features, N/A% accuracy
[2025-12-29T20:36:24.204122] [INFO ] [LOCAL     ] GAB: Loaded 4 optimal features with 35.76% confidence from JSON config
[2025-12-29T20:36:24.204153] [DEBUG] [MAG       ] Building data for symbol: GAB with lookback: 0
[2025-12-29T20:36:24.205028] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:24.205095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:24.206209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:36:24.315858] [INFO ] [LOCAL     ] PSN: Saved forecast.
[2025-12-29T20:36:24.315926] [INFO ] [main      ] PSN: Signal=1 (Conf=90.0%), Magnitude=-5.98% (Conf=61.672%)
[2025-12-29T20:36:24.316260] [INFO ] [main      ] Fetching symbol history for SFNC...
[2025-12-29T20:36:24.316311] [DEBUG] [REMOTE    ] SFNC: Fetching historical data.
[2025-12-29T20:36:24.316668] [INFO ] [main      ] Progress: 296/403 forecasts completed (73.4%). PSN finished in 0.6s. ETA: 18.2s. Rate: 353.27 forecasts/min
[2025-12-29T20:36:24.328710] [DEBUG] [REMOTE    ] SFNC: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:24.329846] [DEBUG] [LOCAL     ] Loaded configuration for SFNC: 1 features, N/A% accuracy
[2025-12-29T20:36:24.329897] [INFO ] [LOCAL     ] SFNC: Loaded 1 optimal features with 51.74% confidence from JSON config
[2025-12-29T20:36:24.329928] [DEBUG] [MAG       ] Building data for symbol: SFNC with lookback: 0
[2025-12-29T20:36:24.330745] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-29T20:36:24.330805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:24.331025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-29T20:36:24.331524] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:24.333707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-29T20:36:24.335015] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:24.355444] [DEBUG] [MAG       ] SNN: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:24.443821] [INFO ] [LOCAL     ] SNN: Saved forecast.
[2025-12-29T20:36:24.443898] [INFO ] [main      ] SNN: Signal=1 (Conf=90.0%), Magnitude=1.26% (Conf=38.7013%)
[2025-12-29T20:36:24.444328] [INFO ] [main      ] Fetching symbol history for NNI...
[2025-12-29T20:36:24.444379] [DEBUG] [REMOTE    ] NNI: Fetching historical data.
[2025-12-29T20:36:24.444658] [INFO ] [main      ] Progress: 297/403 forecasts completed (73.7%). SNN finished in 0.7s. ETA: 18.0s. Rate: 353.57 forecasts/min
[2025-12-29T20:36:24.456525] [DEBUG] [REMOTE    ] NNI: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:24.457535] [DEBUG] [LOCAL     ] Loaded configuration for NNI: 7 features, N/A% accuracy
[2025-12-29T20:36:24.457606] [INFO ] [LOCAL     ] NNI: Loaded 7 optimal features with 59.32% confidence from JSON config
[2025-12-29T20:36:24.457640] [DEBUG] [MAG       ] Building data for symbol: NNI with lookback: 0
[2025-12-29T20:36:24.458432] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-29T20:36:24.458494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:24.463488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:24.465471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:24.465972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:24.466415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:24.466827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-29T20:36:24.468049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-29T20:36:24.468692] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:24.496011] [DEBUG] [MAG       ] DHX: Last date is validated at 2025-12-29
[2025-12-29T20:36:24.669007] [DEBUG] [MAG       ] SFNC: Last date is validated at 2025-12-29
[2025-12-29T20:36:24.677558] [DEBUG] [MAG       ] DHX: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:24.695758] [DEBUG] [MAG       ] GAB: Last date is validated at 2025-12-29
[2025-12-29T20:36:24.743341] [INFO ] [LOCAL     ] DHX: Saved forecast.
[2025-12-29T20:36:24.743408] [INFO ] [main      ] DHX: Signal=1 (Conf=90.0%), Magnitude=-3.99% (Conf=44.3582%)
[2025-12-29T20:36:24.743810] [INFO ] [main      ] Progress: 298/403 forecasts completed (73.9%). DHX finished in 0.6s. ETA: 17.9s. Rate: 352.66 forecasts/min
[2025-12-29T20:36:24.743936] [INFO ] [main      ] Fetching symbol history for MEI...
[2025-12-29T20:36:24.743978] [DEBUG] [REMOTE    ] MEI: Fetching historical data.
[2025-12-29T20:36:24.755706] [DEBUG] [REMOTE    ] MEI: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:24.757637] [DEBUG] [LOCAL     ] Loaded configuration for MEI: 5 features, N/A% accuracy
[2025-12-29T20:36:24.757695] [INFO ] [LOCAL     ] MEI: Loaded 5 optimal features with 64.79% confidence from JSON config
[2025-12-29T20:36:24.757735] [DEBUG] [MAG       ] Building data for symbol: MEI with lookback: 0
[2025-12-29T20:36:24.758631] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:36:24.758693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-29T20:36:24.760746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:24.762655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:24.763158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-29T20:36:24.764267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-29T20:36:24.766306] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:24.818426] [DEBUG] [MAG       ] NNI: Last date is validated at 2025-12-29
[2025-12-29T20:36:24.838831] [DEBUG] [MAG       ] SFNC: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:24.866007] [DEBUG] [MAG       ] GAB: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:24.903154] [INFO ] [LOCAL     ] SFNC: Saved forecast.
[2025-12-29T20:36:24.903220] [INFO ] [main      ] SFNC: Signal=1 (Conf=90.0%), Magnitude=-0.90% (Conf=51.7447%)
[2025-12-29T20:36:24.903373] [INFO ] [main      ] Fetching symbol history for NVDL...
[2025-12-29T20:36:24.903417] [DEBUG] [REMOTE    ] NVDL: Fetching historical data.
[2025-12-29T20:36:24.903902] [INFO ] [main      ] Progress: 299/403 forecasts completed (74.2%). SFNC finished in 0.6s. ETA: 17.7s. Rate: 352.73 forecasts/min
[2025-12-29T20:36:24.914557] [DEBUG] [REMOTE    ] NVDL: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:24.915472] [DEBUG] [LOCAL     ] Loaded configuration for NVDL: 11 features, N/A% accuracy
[2025-12-29T20:36:24.915533] [INFO ] [LOCAL     ] NVDL: Loaded 11 optimal features with 55.66% confidence from JSON config
[2025-12-29T20:36:24.915593] [DEBUG] [MAG       ] Building data for symbol: NVDL with lookback: 0
[2025-12-29T20:36:24.916364] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-29T20:36:24.916428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:24.921298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:24.923101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:24.923596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:24.924051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:36:24.991018] [INFO ] [LOCAL     ] GAB: Saved forecast.
[2025-12-29T20:36:24.991083] [INFO ] [main      ] GAB: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=35.7574%)
[2025-12-29T20:36:24.991259] [DEBUG] [MAG       ] NNI: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:24.991418] [INFO ] [main      ] Fetching symbol history for QMCO...
[2025-12-29T20:36:24.991468] [DEBUG] [REMOTE    ] QMCO: Fetching historical data.
[2025-12-29T20:36:24.991655] [INFO ] [main      ] Progress: 300/403 forecasts completed (74.4%). GAB finished in 0.8s. ETA: 17.5s. Rate: 353.30 forecasts/min
[2025-12-29T20:36:25.004021] [DEBUG] [REMOTE    ] QMCO: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:25.004989] [DEBUG] [LOCAL     ] Loaded configuration for QMCO: 7 features, N/A% accuracy
[2025-12-29T20:36:25.005042] [INFO ] [LOCAL     ] QMCO: Loaded 7 optimal features with 46.15% confidence from JSON config
[2025-12-29T20:36:25.005074] [DEBUG] [MAG       ] Building data for symbol: QMCO with lookback: 0
[2025-12-29T20:36:25.005870] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-29T20:36:25.005932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:25.010812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:25.012628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:25.013148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:25.013587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:36:25.036323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:36:25.038313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:36:25.039300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-29T20:36:25.039948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-29T20:36:25.040626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-29T20:36:25.053771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-29T20:36:25.058538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-29T20:36:25.058587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-29T20:36:25.060249] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:25.060348] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:25.095412] [INFO ] [LOCAL     ] NNI: Saved forecast.
[2025-12-29T20:36:25.095479] [INFO ] [main      ] NNI: Signal=1 (Conf=90.0%), Magnitude=0.70% (Conf=59.3173%)
[2025-12-29T20:36:25.095860] [INFO ] [main      ] Fetching symbol history for BNTX...
[2025-12-29T20:36:25.095915] [DEBUG] [REMOTE    ] BNTX: Fetching historical data.
[2025-12-29T20:36:25.097652] [INFO ] [main      ] Progress: 301/403 forecasts completed (74.7%). NNI finished in 0.7s. ETA: 17.3s. Rate: 353.75 forecasts/min
[2025-12-29T20:36:25.107715] [DEBUG] [REMOTE    ] BNTX: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:25.107887] [DEBUG] [MAG       ] MEI: Last date is validated at 2025-12-29
[2025-12-29T20:36:25.109155] [DEBUG] [LOCAL     ] Loaded configuration for BNTX: 2 features, N/A% accuracy
[2025-12-29T20:36:25.109211] [INFO ] [LOCAL     ] BNTX: Loaded 2 optimal features with 50.49% confidence from JSON config
[2025-12-29T20:36:25.109243] [DEBUG] [MAG       ] Building data for symbol: BNTX with lookback: 0
[2025-12-29T20:36:25.110126] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:36:25.110189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:25.115466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-29T20:36:25.116976] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:25.276341] [DEBUG] [MAG       ] MEI: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:25.353051] [INFO ] [LOCAL     ] MEI: Saved forecast.
[2025-12-29T20:36:25.353128] [INFO ] [main      ] MEI: Signal=1 (Conf=90.0%), Magnitude=4.28% (Conf=64.7936%)
[2025-12-29T20:36:25.353479] [INFO ] [main      ] Progress: 302/403 forecasts completed (74.9%). MEI finished in 0.6s. ETA: 17.2s. Rate: 353.15 forecasts/min
[2025-12-29T20:36:25.353621] [INFO ] [main      ] Fetching symbol history for WY...
[2025-12-29T20:36:25.353666] [DEBUG] [REMOTE    ] WY: Fetching historical data.
[2025-12-29T20:36:25.365885] [DEBUG] [REMOTE    ] WY: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:25.367047] [DEBUG] [LOCAL     ] Loaded configuration for WY: 2 features, N/A% accuracy
[2025-12-29T20:36:25.367102] [INFO ] [LOCAL     ] WY: Loaded 2 optimal features with 59.73% confidence from JSON config
[2025-12-29T20:36:25.367134] [DEBUG] [MAG       ] Building data for symbol: WY with lookback: 0
[2025-12-29T20:36:25.367964] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:36:25.368024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:25.373072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:36:25.374127] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:25.401810] [DEBUG] [MAG       ] NVDL: Last date is validated at 2025-12-29
[2025-12-29T20:36:25.408132] [DEBUG] [MAG       ] QMCO: Last date is validated at 2025-12-29
[2025-12-29T20:36:25.469503] [DEBUG] [MAG       ] BNTX: Last date is validated at 2025-12-29
[2025-12-29T20:36:25.571778] [DEBUG] [MAG       ] NVDL: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:25.577073] [DEBUG] [MAG       ] QMCO: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:25.643132] [DEBUG] [MAG       ] BNTX: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:25.709032] [INFO ] [LOCAL     ] NVDL: Saved forecast.
[2025-12-29T20:36:25.709101] [INFO ] [main      ] NVDL: Signal=1 (Conf=90.0%), Magnitude=-7.06% (Conf=55.6602%)
[2025-12-29T20:36:25.709265] [INFO ] [main      ] Fetching symbol history for PPL...
[2025-12-29T20:36:25.709309] [DEBUG] [REMOTE    ] PPL: Fetching historical data.
[2025-12-29T20:36:25.709366] [INFO ] [LOCAL     ] QMCO: Saved forecast.
[2025-12-29T20:36:25.709432] [INFO ] [main      ] QMCO: Signal=1 (Conf=90.0%), Magnitude=-0.80% (Conf=46.1498%)
[2025-12-29T20:36:25.709600] [INFO ] [main      ] Fetching symbol history for COLM...
[2025-12-29T20:36:25.709646] [DEBUG] [REMOTE    ] COLM: Fetching historical data.
[2025-12-29T20:36:25.710101] [INFO ] [main      ] Progress: 303/403 forecasts completed (75.2%). NVDL finished in 0.8s. ETA: 17.1s. Rate: 351.87 forecasts/min
[2025-12-29T20:36:25.710268] [INFO ] [main      ] Progress: 304/403 forecasts completed (75.4%). QMCO finished in 0.7s. ETA: 16.8s. Rate: 353.03 forecasts/min
[2025-12-29T20:36:25.711873] [DEBUG] [MAG       ] WY: Last date is validated at 2025-12-29
[2025-12-29T20:36:25.720110] [DEBUG] [REMOTE    ] PPL: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:25.720982] [DEBUG] [LOCAL     ] Loaded configuration for PPL: 8 features, N/A% accuracy
[2025-12-29T20:36:25.721033] [INFO ] [LOCAL     ] PPL: Loaded 8 optimal features with 51.15% confidence from JSON config
[2025-12-29T20:36:25.721063] [DEBUG] [MAG       ] Building data for symbol: PPL with lookback: 0
[2025-12-29T20:36:25.721306] [DEBUG] [REMOTE    ] COLM: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:25.721844] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-29T20:36:25.721907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:25.722022] [DEBUG] [LOCAL     ] Loaded configuration for COLM: 8 features, N/A% accuracy
[2025-12-29T20:36:25.722074] [INFO ] [LOCAL     ] COLM: Loaded 8 optimal features with 54.90% confidence from JSON config
[2025-12-29T20:36:25.722105] [DEBUG] [MAG       ] Building data for symbol: COLM with lookback: 0
[2025-12-29T20:36:25.722934] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-29T20:36:25.722999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:36:25.726781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:25.728628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:25.729154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:25.729542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:25.733720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:25.736943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:36:25.763914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-29T20:36:25.765651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-29T20:36:25.766790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:25.768803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:25.769350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-29T20:36:25.771134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-29T20:36:25.772321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-29T20:36:25.773031] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:25.779009] [INFO ] [LOCAL     ] BNTX: Saved forecast.
[2025-12-29T20:36:25.779078] [INFO ] [main      ] BNTX: Signal=1 (Conf=90.0%), Magnitude=2.86% (Conf=50.4893%)
[2025-12-29T20:36:25.779443] [INFO ] [main      ] Progress: 305/403 forecasts completed (75.7%). BNTX finished in 0.7s. ETA: 16.6s. Rate: 353.72 forecasts/min
[2025-12-29T20:36:25.779590] [INFO ] [main      ] Fetching symbol history for FIVN...
[2025-12-29T20:36:25.779636] [DEBUG] [REMOTE    ] FIVN: Fetching historical data.
[2025-12-29T20:36:25.791146] [DEBUG] [REMOTE    ] FIVN: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:25.792242] [DEBUG] [LOCAL     ] Loaded configuration for FIVN: 7 features, N/A% accuracy
[2025-12-29T20:36:25.792297] [INFO ] [LOCAL     ] FIVN: Loaded 7 optimal features with 51.55% confidence from JSON config
[2025-12-29T20:36:25.792330] [DEBUG] [MAG       ] Building data for symbol: FIVN with lookback: 0
[2025-12-29T20:36:25.793177] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-29T20:36:25.793241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:25.798391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:36:25.839370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-29T20:36:25.840760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-29T20:36:25.841943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-29T20:36:25.843141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-29T20:36:25.846073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-29T20:36:25.847795] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:25.849054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-29T20:36:25.850309] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:25.881673] [DEBUG] [MAG       ] WY: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:25.949799] [INFO ] [LOCAL     ] WY: Saved forecast.
[2025-12-29T20:36:25.949868] [INFO ] [main      ] WY: Signal=1 (Conf=90.0%), Magnitude=-0.53% (Conf=59.7288%)
[2025-12-29T20:36:25.950234] [INFO ] [main      ] Fetching symbol history for ADC...
[2025-12-29T20:36:25.950287] [DEBUG] [REMOTE    ] ADC: Fetching historical data.
[2025-12-29T20:36:25.951648] [INFO ] [main      ] Progress: 306/403 forecasts completed (75.9%). WY finished in 0.6s. ETA: 16.5s. Rate: 353.70 forecasts/min
[2025-12-29T20:36:25.961914] [DEBUG] [REMOTE    ] ADC: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:25.963060] [DEBUG] [LOCAL     ] Loaded configuration for ADC: 7 features, N/A% accuracy
[2025-12-29T20:36:25.963114] [INFO ] [LOCAL     ] ADC: Loaded 7 optimal features with 61.44% confidence from JSON config
[2025-12-29T20:36:25.963147] [DEBUG] [MAG       ] Building data for symbol: ADC with lookback: 0
[2025-12-29T20:36:25.964008] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-29T20:36:25.964072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:25.969495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:25.971338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:25.971860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:25.972272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:25.974733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-29T20:36:26.053158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-29T20:36:26.054757] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:26.154076] [DEBUG] [MAG       ] COLM: Last date is validated at 2025-12-29
[2025-12-29T20:36:26.190196] [DEBUG] [MAG       ] PPL: Last date is validated at 2025-12-29
[2025-12-29T20:36:26.196805] [DEBUG] [MAG       ] FIVN: Last date is validated at 2025-12-29
[2025-12-29T20:36:26.339372] [DEBUG] [MAG       ] COLM: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:26.358312] [DEBUG] [MAG       ] PPL: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:26.367501] [DEBUG] [MAG       ] FIVN: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:26.396445] [DEBUG] [MAG       ] ADC: Last date is validated at 2025-12-29
[2025-12-29T20:36:26.433145] [INFO ] [LOCAL     ] PPL: Saved forecast.
[2025-12-29T20:36:26.433212] [INFO ] [main      ] PPL: Signal=1 (Conf=90.0%), Magnitude=0.75% (Conf=51.1453%)
[2025-12-29T20:36:26.433541] [INFO ] [main      ] Fetching symbol history for PRME...
[2025-12-29T20:36:26.433610] [DEBUG] [REMOTE    ] PRME: Fetching historical data.
[2025-12-29T20:36:26.433610] [INFO ] [main      ] Progress: 307/403 forecasts completed (76.2%). PPL finished in 0.7s. ETA: 16.4s. Rate: 351.60 forecasts/min
[2025-12-29T20:36:26.444051] [DEBUG] [REMOTE    ] PRME: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:26.444927] [DEBUG] [LOCAL     ] Loaded configuration for PRME: 2 features, N/A% accuracy
[2025-12-29T20:36:26.444978] [INFO ] [LOCAL     ] PRME: Loaded 2 optimal features with 57.58% confidence from JSON config
[2025-12-29T20:36:26.445009] [DEBUG] [MAG       ] Building data for symbol: PRME with lookback: 0
[2025-12-29T20:36:26.445787] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:36:26.445845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-29T20:36:26.448535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-29T20:36:26.449345] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:26.453022] [INFO ] [LOCAL     ] COLM: Saved forecast.
[2025-12-29T20:36:26.453094] [INFO ] [main      ] COLM: Signal=1 (Conf=90.0%), Magnitude=-1.96% (Conf=54.8989%)
[2025-12-29T20:36:26.453266] [INFO ] [main      ] Fetching symbol history for UNP...
[2025-12-29T20:36:26.453312] [DEBUG] [REMOTE    ] UNP: Fetching historical data.
[2025-12-29T20:36:26.453892] [INFO ] [main      ] Progress: 308/403 forecasts completed (76.4%). COLM finished in 0.7s. ETA: 16.2s. Rate: 352.60 forecasts/min
[2025-12-29T20:36:26.465182] [DEBUG] [REMOTE    ] UNP: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:26.466069] [DEBUG] [LOCAL     ] Loaded configuration for UNP: 9 features, N/A% accuracy
[2025-12-29T20:36:26.466119] [INFO ] [LOCAL     ] UNP: Loaded 9 optimal features with 69.86% confidence from JSON config
[2025-12-29T20:36:26.466149] [DEBUG] [MAG       ] Building data for symbol: UNP with lookback: 0
[2025-12-29T20:36:26.466962] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-29T20:36:26.467025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:26.468390] [INFO ] [LOCAL     ] FIVN: Saved forecast.
[2025-12-29T20:36:26.468859] [INFO ] [main      ] FIVN: Signal=1 (Conf=90.0%), Magnitude=2.61% (Conf=51.5473%)
[2025-12-29T20:36:26.469061] [INFO ] [main      ] Fetching symbol history for GSK...
[2025-12-29T20:36:26.469126] [DEBUG] [REMOTE    ] GSK: Fetching historical data.
[2025-12-29T20:36:26.471018] [INFO ] [main      ] Progress: 309/403 forecasts completed (76.7%). FIVN finished in 0.7s. ETA: 15.9s. Rate: 353.63 forecasts/min
[2025-12-29T20:36:26.472561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:26.474370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:26.475211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:26.475672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:26.476062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:26.478501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-29T20:36:26.479903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-29T20:36:26.482241] [DEBUG] [REMOTE    ] GSK: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:26.482793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-29T20:36:26.483306] [DEBUG] [LOCAL     ] Loaded configuration for GSK: 4 features, N/A% accuracy
[2025-12-29T20:36:26.483378] [INFO ] [LOCAL     ] GSK: Loaded 4 optimal features with 61.58% confidence from JSON config
[2025-12-29T20:36:26.483420] [DEBUG] [MAG       ] Building data for symbol: GSK with lookback: 0
[2025-12-29T20:36:26.484157] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:26.484324] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:26.484388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:26.486331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:26.486897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:26.487426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:36:26.531627] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:26.569042] [DEBUG] [MAG       ] ADC: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:26.659151] [INFO ] [LOCAL     ] ADC: Saved forecast.
[2025-12-29T20:36:26.659227] [INFO ] [main      ] ADC: Signal=1 (Conf=90.0%), Magnitude=0.78% (Conf=61.4393%)
[2025-12-29T20:36:26.659640] [INFO ] [main      ] Fetching symbol history for GHRS...
[2025-12-29T20:36:26.659706] [DEBUG] [REMOTE    ] GHRS: Fetching historical data.
[2025-12-29T20:36:26.659669] [INFO ] [main      ] Progress: 310/403 forecasts completed (76.9%). ADC finished in 0.7s. ETA: 15.8s. Rate: 353.51 forecasts/min
[2025-12-29T20:36:26.674819] [DEBUG] [REMOTE    ] GHRS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:26.675734] [DEBUG] [LOCAL     ] Loaded configuration for GHRS: 4 features, N/A% accuracy
[2025-12-29T20:36:26.675792] [INFO ] [LOCAL     ] GHRS: Loaded 4 optimal features with 50.86% confidence from JSON config
[2025-12-29T20:36:26.675825] [DEBUG] [MAG       ] Building data for symbol: GHRS with lookback: 0
[2025-12-29T20:36:26.676646] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:26.676708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:26.677491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:36:26.679221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:36:26.680277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-29T20:36:26.682202] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:26.794175] [DEBUG] [MAG       ] PRME: Last date is validated at 2025-12-29
[2025-12-29T20:36:26.850120] [DEBUG] [MAG       ] UNP: Last date is validated at 2025-12-29
[2025-12-29T20:36:26.889687] [DEBUG] [MAG       ] GSK: Last date is validated at 2025-12-29
[2025-12-29T20:36:26.962514] [DEBUG] [MAG       ] PRME: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:27.022483] [INFO ] [LOCAL     ] PRME: Saved forecast.
[2025-12-29T20:36:27.022550] [INFO ] [main      ] PRME: Signal=1 (Conf=90.0%), Magnitude=3.74% (Conf=57.584%)
[2025-12-29T20:36:27.022727] [INFO ] [main      ] Fetching symbol history for SSNC...
[2025-12-29T20:36:27.022771] [DEBUG] [REMOTE    ] SSNC: Fetching historical data.
[2025-12-29T20:36:27.024695] [INFO ] [main      ] Progress: 311/403 forecasts completed (77.2%). PRME finished in 0.6s. ETA: 15.7s. Rate: 352.20 forecasts/min
[2025-12-29T20:36:27.033158] [DEBUG] [REMOTE    ] SSNC: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:27.034192] [DEBUG] [LOCAL     ] Loaded configuration for SSNC: 8 features, N/A% accuracy
[2025-12-29T20:36:27.034244] [INFO ] [LOCAL     ] SSNC: Loaded 8 optimal features with 55.50% confidence from JSON config
[2025-12-29T20:36:27.034284] [DEBUG] [MAG       ] Building data for symbol: SSNC with lookback: 0
[2025-12-29T20:36:27.035096] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-29T20:36:27.035159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:27.040082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:27.040322] [DEBUG] [MAG       ] GHRS: Last date is validated at 2025-12-29
[2025-12-29T20:36:27.041080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:27.042709] [DEBUG] [MAG       ] UNP: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:27.043505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:36:27.045188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-29T20:36:27.046230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-29T20:36:27.046885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-29T20:36:27.047555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-29T20:36:27.048605] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:27.058004] [DEBUG] [MAG       ] GSK: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:27.136421] [INFO ] [LOCAL     ] GSK: Saved forecast.
[2025-12-29T20:36:27.136488] [INFO ] [main      ] GSK: Signal=1 (Conf=90.0%), Magnitude=0.35% (Conf=61.5832%)
[2025-12-29T20:36:27.136660] [INFO ] [main      ] Fetching symbol history for SKRE...
[2025-12-29T20:36:27.136704] [DEBUG] [REMOTE    ] SKRE: Fetching historical data.
[2025-12-29T20:36:27.137956] [INFO ] [main      ] Progress: 312/403 forecasts completed (77.4%). GSK finished in 0.7s. ETA: 15.5s. Rate: 352.58 forecasts/min
[2025-12-29T20:36:27.148359] [DEBUG] [REMOTE    ] SKRE: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:27.149278] [DEBUG] [LOCAL     ] Loaded configuration for SKRE: 9 features, N/A% accuracy
[2025-12-29T20:36:27.149335] [INFO ] [LOCAL     ] SKRE: Loaded 9 optimal features with 61.22% confidence from JSON config
[2025-12-29T20:36:27.149366] [DEBUG] [MAG       ] Building data for symbol: SKRE with lookback: 0
[2025-12-29T20:36:27.150183] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-29T20:36:27.150246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:27.151983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:27.152492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:27.152905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:27.153676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-29T20:36:27.154392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-29T20:36:27.178162] [INFO ] [LOCAL     ] UNP: Saved forecast.
[2025-12-29T20:36:27.178238] [INFO ] [main      ] UNP: Signal=1 (Conf=90.0%), Magnitude=0.15% (Conf=69.8631%)
[2025-12-29T20:36:27.178625] [INFO ] [main      ] Fetching symbol history for HELE...
[2025-12-29T20:36:27.178680] [DEBUG] [REMOTE    ] HELE: Fetching historical data.
[2025-12-29T20:36:27.178656] [INFO ] [main      ] Progress: 313/403 forecasts completed (77.7%). UNP finished in 0.7s. ETA: 15.3s. Rate: 353.44 forecasts/min
[2025-12-29T20:36:27.190641] [DEBUG] [REMOTE    ] HELE: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:27.191560] [DEBUG] [LOCAL     ] Loaded configuration for HELE: 3 features, N/A% accuracy
[2025-12-29T20:36:27.191628] [INFO ] [LOCAL     ] HELE: Loaded 3 optimal features with 55.36% confidence from JSON config
[2025-12-29T20:36:27.191661] [DEBUG] [MAG       ] Building data for symbol: HELE with lookback: 0
[2025-12-29T20:36:27.192462] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:27.192524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:27.197733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-29T20:36:27.221723] [DEBUG] [MAG       ] GHRS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:27.230533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-29T20:36:27.232845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-29T20:36:27.234189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-29T20:36:27.234960] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:27.277759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-29T20:36:27.279508] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:27.310486] [INFO ] [LOCAL     ] GHRS: Saved forecast.
[2025-12-29T20:36:27.310551] [INFO ] [main      ] GHRS: Signal=1 (Conf=90.0%), Magnitude=2.21% (Conf=50.8551%)
[2025-12-29T20:36:27.311011] [INFO ] [main      ] Fetching symbol history for WB...
[2025-12-29T20:36:27.311066] [DEBUG] [REMOTE    ] WB: Fetching historical data.
[2025-12-29T20:36:27.311673] [INFO ] [main      ] Progress: 314/403 forecasts completed (77.9%). GHRS finished in 0.7s. ETA: 15.1s. Rate: 353.69 forecasts/min
[2025-12-29T20:36:27.323204] [DEBUG] [REMOTE    ] WB: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:27.323984] [DEBUG] [LOCAL     ] Loaded configuration for WB: 5 features, N/A% accuracy
[2025-12-29T20:36:27.324039] [INFO ] [LOCAL     ] WB: Loaded 5 optimal features with 61.34% confidence from JSON config
[2025-12-29T20:36:27.324071] [DEBUG] [MAG       ] Building data for symbol: WB with lookback: 0
[2025-12-29T20:36:27.324869] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:36:27.324930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:27.326641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:27.327143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:27.328068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-29T20:36:27.329671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-29T20:36:27.330796] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:27.388181] [DEBUG] [MAG       ] SSNC: Last date is validated at 2025-12-29
[2025-12-29T20:36:27.557145] [DEBUG] [MAG       ] SSNC: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:27.579698] [DEBUG] [MAG       ] SKRE: Last date is validated at 2025-12-29
[2025-12-29T20:36:27.646878] [DEBUG] [MAG       ] HELE: Last date is validated at 2025-12-29
[2025-12-29T20:36:27.669626] [INFO ] [LOCAL     ] SSNC: Saved forecast.
[2025-12-29T20:36:27.669728] [INFO ] [main      ] SSNC: Signal=1 (Conf=90.0%), Magnitude=-0.82% (Conf=55.4964%)
[2025-12-29T20:36:27.670407] [INFO ] [main      ] Fetching symbol history for SMFG...
[2025-12-29T20:36:27.670469] [DEBUG] [REMOTE    ] SMFG: Fetching historical data.
[2025-12-29T20:36:27.670669] [INFO ] [main      ] Progress: 315/403 forecasts completed (78.2%). SSNC finished in 0.6s. ETA: 15.0s. Rate: 352.44 forecasts/min
[2025-12-29T20:36:27.687139] [DEBUG] [REMOTE    ] SMFG: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:27.687860] [DEBUG] [MAG       ] WB: Last date is validated at 2025-12-29
[2025-12-29T20:36:27.688428] [DEBUG] [LOCAL     ] Loaded configuration for SMFG: 10 features, N/A% accuracy
[2025-12-29T20:36:27.688505] [INFO ] [LOCAL     ] SMFG: Loaded 10 optimal features with 48.64% confidence from JSON config
[2025-12-29T20:36:27.688560] [DEBUG] [MAG       ] Building data for symbol: SMFG with lookback: 0
[2025-12-29T20:36:27.689846] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-29T20:36:27.689933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:27.697553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:27.700310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:27.701014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:27.701592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:27.702746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:27.704003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:36:27.760333] [DEBUG] [MAG       ] SKRE: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:27.771492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-29T20:36:27.779190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-29T20:36:27.780313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-29T20:36:27.781249] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:27.849904] [INFO ] [LOCAL     ] SKRE: Saved forecast.
[2025-12-29T20:36:27.849977] [INFO ] [main      ] SKRE: Signal=1 (Conf=90.0%), Magnitude=-1.58% (Conf=61.2197%)
[2025-12-29T20:36:27.850148] [INFO ] [main      ] Fetching symbol history for BGX...
[2025-12-29T20:36:27.850195] [DEBUG] [REMOTE    ] BGX: Fetching historical data.
[2025-12-29T20:36:27.850922] [INFO ] [main      ] Progress: 316/403 forecasts completed (78.4%). SKRE finished in 0.7s. ETA: 14.8s. Rate: 352.37 forecasts/min
[2025-12-29T20:36:27.863208] [DEBUG] [REMOTE    ] BGX: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:27.864354] [DEBUG] [LOCAL     ] Loaded configuration for BGX: 8 features, N/A% accuracy
[2025-12-29T20:36:27.864416] [INFO ] [LOCAL     ] BGX: Loaded 8 optimal features with 39.51% confidence from JSON config
[2025-12-29T20:36:27.864344] [DEBUG] [MAG       ] HELE: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:27.864449] [DEBUG] [MAG       ] Building data for symbol: BGX with lookback: 0
[2025-12-29T20:36:27.865404] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-29T20:36:27.865470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:27.870658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:27.872611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:27.873185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:27.873634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:27.876361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:36:27.879669] [DEBUG] [MAG       ] WB: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:27.921871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-29T20:36:27.923400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-29T20:36:27.926023] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:27.985065] [INFO ] [LOCAL     ] HELE: Saved forecast.
[2025-12-29T20:36:27.985163] [INFO ] [main      ] HELE: Signal=1 (Conf=90.0%), Magnitude=-4.97% (Conf=55.3642%)
[2025-12-29T20:36:27.985654] [INFO ] [main      ] Fetching symbol history for ASML...
[2025-12-29T20:36:27.985728] [DEBUG] [REMOTE    ] ASML: Fetching historical data.
[2025-12-29T20:36:27.985681] [INFO ] [main      ] Progress: 317/403 forecasts completed (78.7%). HELE finished in 0.8s. ETA: 14.6s. Rate: 352.60 forecasts/min
[2025-12-29T20:36:28.000849] [DEBUG] [REMOTE    ] ASML: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:28.001956] [DEBUG] [LOCAL     ] Loaded configuration for ASML: 4 features, N/A% accuracy
[2025-12-29T20:36:28.002110] [INFO ] [LOCAL     ] ASML: Loaded 4 optimal features with 48.39% confidence from JSON config
[2025-12-29T20:36:28.002152] [DEBUG] [MAG       ] Building data for symbol: ASML with lookback: 0
[2025-12-29T20:36:28.003647] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:28.003750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:28.010119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:36:28.038333] [INFO ] [LOCAL     ] WB: Saved forecast.
[2025-12-29T20:36:28.038442] [INFO ] [main      ] WB: Signal=1 (Conf=90.0%), Magnitude=0.90% (Conf=61.3405%)
[2025-12-29T20:36:28.039141] [INFO ] [main      ] Fetching symbol history for BLZE...
[2025-12-29T20:36:28.039218] [DEBUG] [REMOTE    ] BLZE: Fetching historical data.
[2025-12-29T20:36:28.039684] [INFO ] [main      ] Progress: 318/403 forecasts completed (78.9%). WB finished in 0.7s. ETA: 14.4s. Rate: 353.36 forecasts/min
[2025-12-29T20:36:28.056429] [DEBUG] [REMOTE    ] BLZE: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:28.057446] [DEBUG] [LOCAL     ] Loaded configuration for BLZE: 4 features, N/A% accuracy
[2025-12-29T20:36:28.057505] [INFO ] [LOCAL     ] BLZE: Loaded 4 optimal features with 51.72% confidence from JSON config
[2025-12-29T20:36:28.057537] [DEBUG] [MAG       ] Building data for symbol: BLZE with lookback: 0
[2025-12-29T20:36:28.058434] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:28.058722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:28.064358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-29T20:36:28.065183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-29T20:36:28.065923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-29T20:36:28.068479] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:28.132780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-29T20:36:28.136407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-29T20:36:28.137918] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:28.218184] [DEBUG] [MAG       ] SMFG: Last date is validated at 2025-12-29
[2025-12-29T20:36:28.420801] [DEBUG] [MAG       ] BGX: Last date is validated at 2025-12-29
[2025-12-29T20:36:28.456669] [DEBUG] [MAG       ] SMFG: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:28.530132] [DEBUG] [MAG       ] BLZE: Last date is validated at 2025-12-29
[2025-12-29T20:36:28.541810] [INFO ] [LOCAL     ] SMFG: Saved forecast.
[2025-12-29T20:36:28.541896] [INFO ] [main      ] SMFG: Signal=1 (Conf=90.0%), Magnitude=-0.20% (Conf=48.6359%)
[2025-12-29T20:36:28.542091] [INFO ] [main      ] Fetching symbol history for STKL...
[2025-12-29T20:36:28.542139] [DEBUG] [REMOTE    ] STKL: Fetching historical data.
[2025-12-29T20:36:28.543655] [INFO ] [main      ] Progress: 319/403 forecasts completed (79.2%). SMFG finished in 0.9s. ETA: 14.4s. Rate: 351.19 forecasts/min
[2025-12-29T20:36:28.554247] [DEBUG] [REMOTE    ] STKL: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:28.555332] [DEBUG] [LOCAL     ] Loaded configuration for STKL: 8 features, N/A% accuracy
[2025-12-29T20:36:28.555395] [INFO ] [LOCAL     ] STKL: Loaded 8 optimal features with 52.91% confidence from JSON config
[2025-12-29T20:36:28.555427] [DEBUG] [MAG       ] Building data for symbol: STKL with lookback: 0
[2025-12-29T20:36:28.556421] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-29T20:36:28.556491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:28.562671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:28.565319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:28.566015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:28.566540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:36:28.585868] [DEBUG] [MAG       ] ASML: Last date is validated at 2025-12-29
[2025-12-29T20:36:28.661634] [DEBUG] [MAG       ] BGX: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:28.716658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:36:28.723549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:36:28.752101] [INFO ] [LOCAL     ] BGX: Saved forecast.
[2025-12-29T20:36:28.752192] [INFO ] [main      ] BGX: Signal=1 (Conf=90.0%), Magnitude=-0.75% (Conf=39.5106%)
[2025-12-29T20:36:28.752643] [INFO ] [main      ] Progress: 320/403 forecasts completed (79.4%). BGX finished in 0.9s. ETA: 14.2s. Rate: 350.95 forecasts/min
[2025-12-29T20:36:28.752796] [INFO ] [main      ] Fetching symbol history for TBI...
[2025-12-29T20:36:28.752847] [DEBUG] [REMOTE    ] TBI: Fetching historical data.
[2025-12-29T20:36:28.766952] [DEBUG] [REMOTE    ] TBI: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:28.767946] [DEBUG] [LOCAL     ] Loaded configuration for TBI: 0 features, N/A% accuracy
[2025-12-29T20:36:28.768018] [INFO ] [LOCAL     ] TBI: Loaded 0 optimal features with 56.92% confidence from JSON config
[2025-12-29T20:36:28.768053] [DEBUG] [MAG       ] Building data for symbol: TBI with lookback: 0
[2025-12-29T20:36:28.769138] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-29T20:36:28.777495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-29T20:36:28.782875] [DEBUG] [MAG       ] BLZE: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:28.788926] [DEBUG] [MAG       ] ASML: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:28.881493] [INFO ] [LOCAL     ] BLZE: Saved forecast.
[2025-12-29T20:36:28.881593] [INFO ] [main      ] BLZE: Signal=1 (Conf=90.0%), Magnitude=3.42% (Conf=51.7215%)
[2025-12-29T20:36:28.882164] [INFO ] [main      ] Fetching symbol history for JLL...
[2025-12-29T20:36:28.882225] [DEBUG] [REMOTE    ] JLL: Fetching historical data.
[2025-12-29T20:36:28.882627] [INFO ] [main      ] Progress: 321/403 forecasts completed (79.7%). BLZE finished in 0.8s. ETA: 14.0s. Rate: 351.21 forecasts/min
[2025-12-29T20:36:28.888054] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:28.895096] [DEBUG] [REMOTE    ] JLL: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:28.896212] [DEBUG] [LOCAL     ] Loaded configuration for JLL: 3 features, N/A% accuracy
[2025-12-29T20:36:28.896294] [INFO ] [LOCAL     ] JLL: Loaded 3 optimal features with 45.30% confidence from JSON config
[2025-12-29T20:36:28.896346] [DEBUG] [MAG       ] Building data for symbol: JLL with lookback: 0
[2025-12-29T20:36:28.897643] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:28.897734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:28.905809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:28.907165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-29T20:36:28.911377] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:28.971094] [INFO ] [LOCAL     ] ASML: Saved forecast.
[2025-12-29T20:36:28.971181] [INFO ] [main      ] ASML: Signal=1 (Conf=90.0%), Magnitude=0.25% (Conf=48.3918%)
[2025-12-29T20:36:28.971383] [INFO ] [main      ] Fetching symbol history for FCF...
[2025-12-29T20:36:28.971442] [DEBUG] [REMOTE    ] FCF: Fetching historical data.
[2025-12-29T20:36:28.972642] [INFO ] [main      ] Progress: 322/403 forecasts completed (79.9%). ASML finished in 1.0s. ETA: 13.8s. Rate: 351.73 forecasts/min
[2025-12-29T20:36:28.985545] [DEBUG] [REMOTE    ] FCF: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:28.986637] [DEBUG] [LOCAL     ] Loaded configuration for FCF: 5 features, N/A% accuracy
[2025-12-29T20:36:28.986711] [INFO ] [LOCAL     ] FCF: Loaded 5 optimal features with 57.25% confidence from JSON config
[2025-12-29T20:36:28.986758] [DEBUG] [MAG       ] Building data for symbol: FCF with lookback: 0
[2025-12-29T20:36:28.987770] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:36:28.987840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:28.993254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:28.995338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:28.995918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:36:29.043874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-29T20:36:29.044995] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:29.233967] [DEBUG] [MAG       ] TBI: Last date is validated at 2025-12-29
[2025-12-29T20:36:29.324595] [DEBUG] [MAG       ] STKL: Last date is validated at 2025-12-29
[2025-12-29T20:36:29.362803] [DEBUG] [MAG       ] JLL: Last date is validated at 2025-12-29
[2025-12-29T20:36:29.418909] [DEBUG] [MAG       ] FCF: Last date is validated at 2025-12-29
[2025-12-29T20:36:29.427744] [DEBUG] [MAG       ] TBI: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:29.492369] [INFO ] [LOCAL     ] TBI: Saved forecast.
[2025-12-29T20:36:29.492444] [INFO ] [main      ] TBI: Signal=1 (Conf=90.0%), Magnitude=7.19% (Conf=56.916%)
[2025-12-29T20:36:29.492874] [INFO ] [main      ] Fetching symbol history for MBWM...
[2025-12-29T20:36:29.492937] [DEBUG] [REMOTE    ] MBWM: Fetching historical data.
[2025-12-29T20:36:29.493635] [INFO ] [main      ] Progress: 323/403 forecasts completed (80.1%). TBI finished in 0.7s. ETA: 13.7s. Rate: 349.51 forecasts/min
[2025-12-29T20:36:29.504953] [DEBUG] [REMOTE    ] MBWM: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:29.506107] [DEBUG] [LOCAL     ] Loaded configuration for MBWM: 0 features, N/A% accuracy
[2025-12-29T20:36:29.506166] [INFO ] [LOCAL     ] MBWM: Loaded 0 optimal features with 46.87% confidence from JSON config
[2025-12-29T20:36:29.506200] [DEBUG] [MAG       ] Building data for symbol: MBWM with lookback: 0
[2025-12-29T20:36:29.507090] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-29T20:36:29.508815] [DEBUG] [MAG       ] STKL: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:29.549544] [DEBUG] [MAG       ] JLL: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:29.579792] [INFO ] [LOCAL     ] STKL: Saved forecast.
[2025-12-29T20:36:29.579863] [INFO ] [main      ] STKL: Signal=1 (Conf=90.0%), Magnitude=-0.87% (Conf=52.909%)
[2025-12-29T20:36:29.580026] [INFO ] [main      ] Fetching symbol history for SPOK...
[2025-12-29T20:36:29.580070] [DEBUG] [REMOTE    ] SPOK: Fetching historical data.
[2025-12-29T20:36:29.580881] [INFO ] [main      ] Progress: 324/403 forecasts completed (80.4%). STKL finished in 1.0s. ETA: 13.5s. Rate: 350.04 forecasts/min
[2025-12-29T20:36:29.592093] [DEBUG] [REMOTE    ] SPOK: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:29.593286] [DEBUG] [LOCAL     ] Loaded configuration for SPOK: 7 features, N/A% accuracy
[2025-12-29T20:36:29.593341] [INFO ] [LOCAL     ] SPOK: Loaded 7 optimal features with 51.15% confidence from JSON config
[2025-12-29T20:36:29.593374] [DEBUG] [MAG       ] Building data for symbol: SPOK with lookback: 0
[2025-12-29T20:36:29.594286] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-29T20:36:29.594352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:29.599816] [DEBUG] [MAG       ] FCF: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:29.599866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:29.601942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:29.602457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:29.603374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:36:29.675467] [INFO ] [LOCAL     ] FCF: Saved forecast.
[2025-12-29T20:36:29.675552] [INFO ] [main      ] FCF: Signal=1 (Conf=90.0%), Magnitude=-0.08% (Conf=57.251%)
[2025-12-29T20:36:29.675994] [INFO ] [main      ] Fetching symbol history for TAYD...
[2025-12-29T20:36:29.676053] [DEBUG] [REMOTE    ] TAYD: Fetching historical data.
[2025-12-29T20:36:29.676631] [INFO ] [main      ] Progress: 325/403 forecasts completed (80.6%). FCF finished in 0.7s. ETA: 13.4s. Rate: 350.51 forecasts/min
[2025-12-29T20:36:29.681091] [INFO ] [LOCAL     ] JLL: Saved forecast.
[2025-12-29T20:36:29.681163] [INFO ] [main      ] JLL: Signal=1 (Conf=90.0%), Magnitude=0.88% (Conf=45.2981%)
[2025-12-29T20:36:29.681613] [INFO ] [main      ] Fetching symbol history for AMBA...
[2025-12-29T20:36:29.681628] [INFO ] [main      ] Progress: 326/403 forecasts completed (80.9%). JLL finished in 0.8s. ETA: 13.1s. Rate: 351.56 forecasts/min
[2025-12-29T20:36:29.681670] [DEBUG] [REMOTE    ] AMBA: Fetching historical data.
[2025-12-29T20:36:29.687734] [DEBUG] [REMOTE    ] TAYD: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:29.688704] [DEBUG] [LOCAL     ] Loaded configuration for TAYD: 6 features, N/A% accuracy
[2025-12-29T20:36:29.688802] [INFO ] [LOCAL     ] TAYD: Loaded 6 optimal features with 48.53% confidence from JSON config
[2025-12-29T20:36:29.688842] [DEBUG] [MAG       ] Building data for symbol: TAYD with lookback: 0
[2025-12-29T20:36:29.690057] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:36:29.690176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:29.692207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:29.692889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:29.693327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:29.694253] [DEBUG] [REMOTE    ] AMBA: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:29.695365] [DEBUG] [LOCAL     ] Loaded configuration for AMBA: 8 features, N/A% accuracy
[2025-12-29T20:36:29.695432] [INFO ] [LOCAL     ] AMBA: Loaded 8 optimal features with 55.15% confidence from JSON config
[2025-12-29T20:36:29.695478] [DEBUG] [MAG       ] Building data for symbol: AMBA with lookback: 0
[2025-12-29T20:36:29.696406] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-29T20:36:29.696476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:29.696721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:36:29.697819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-29T20:36:29.702271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:29.702918] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:29.704338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:29.704928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:29.705389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:36:29.733976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-29T20:36:29.735506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-29T20:36:29.737681] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:29.762724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-29T20:36:29.765137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-29T20:36:29.768054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-29T20:36:29.770833] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:29.890953] [DEBUG] [MAG       ] MBWM: Last date is validated at 2025-12-29
[2025-12-29T20:36:30.071404] [DEBUG] [MAG       ] TAYD: Last date is validated at 2025-12-29
[2025-12-29T20:36:30.078447] [DEBUG] [MAG       ] MBWM: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:30.087149] [DEBUG] [MAG       ] SPOK: Last date is validated at 2025-12-29
[2025-12-29T20:36:30.120432] [DEBUG] [MAG       ] AMBA: Last date is validated at 2025-12-29
[2025-12-29T20:36:30.162608] [INFO ] [LOCAL     ] MBWM: Saved forecast.
[2025-12-29T20:36:30.162675] [INFO ] [main      ] MBWM: Signal=1 (Conf=90.0%), Magnitude=0.98% (Conf=46.8737%)
[2025-12-29T20:36:30.162832] [INFO ] [main      ] Fetching symbol history for BROS...
[2025-12-29T20:36:30.162875] [DEBUG] [REMOTE    ] BROS: Fetching historical data.
[2025-12-29T20:36:30.164016] [INFO ] [main      ] Progress: 327/403 forecasts completed (81.1%). MBWM finished in 0.7s. ETA: 13.0s. Rate: 349.61 forecasts/min
[2025-12-29T20:36:30.175452] [DEBUG] [REMOTE    ] BROS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:30.177098] [DEBUG] [LOCAL     ] Loaded configuration for BROS: 10 features, N/A% accuracy
[2025-12-29T20:36:30.177150] [INFO ] [LOCAL     ] BROS: Loaded 10 optimal features with 51.07% confidence from JSON config
[2025-12-29T20:36:30.177180] [DEBUG] [MAG       ] Building data for symbol: BROS with lookback: 0
[2025-12-29T20:36:30.177994] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-29T20:36:30.178058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:30.183006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-29T20:36:30.184162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:30.185936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:30.186407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-29T20:36:30.187488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-29T20:36:30.189167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-29T20:36:30.189863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-29T20:36:30.190594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-29T20:36:30.191775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-29T20:36:30.197444] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:30.257908] [DEBUG] [MAG       ] TAYD: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:30.261317] [DEBUG] [MAG       ] SPOK: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:30.289588] [DEBUG] [MAG       ] AMBA: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:30.336858] [INFO ] [LOCAL     ] SPOK: Saved forecast.
[2025-12-29T20:36:30.336933] [INFO ] [main      ] SPOK: Signal=1 (Conf=90.0%), Magnitude=2.98% (Conf=51.1477%)
[2025-12-29T20:36:30.337101] [INFO ] [main      ] Fetching symbol history for DEA...
[2025-12-29T20:36:30.337146] [DEBUG] [REMOTE    ] DEA: Fetching historical data.
[2025-12-29T20:36:30.337678] [INFO ] [main      ] Progress: 328/403 forecasts completed (81.4%). SPOK finished in 0.8s. ETA: 12.9s. Rate: 349.59 forecasts/min
[2025-12-29T20:36:30.348433] [DEBUG] [REMOTE    ] DEA: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:30.349421] [DEBUG] [LOCAL     ] Loaded configuration for DEA: 3 features, N/A% accuracy
[2025-12-29T20:36:30.349476] [INFO ] [LOCAL     ] DEA: Loaded 3 optimal features with 47.78% confidence from JSON config
[2025-12-29T20:36:30.349508] [DEBUG] [MAG       ] Building data for symbol: DEA with lookback: 0
[2025-12-29T20:36:30.350396] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:30.350460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:30.352286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:30.352839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:30.353251] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:30.359682] [INFO ] [LOCAL     ] TAYD: Saved forecast.
[2025-12-29T20:36:30.359784] [INFO ] [main      ] TAYD: Signal=1 (Conf=90.0%), Magnitude=2.10% (Conf=48.5296%)
[2025-12-29T20:36:30.360197] [INFO ] [main      ] Fetching symbol history for HSBC...
[2025-12-29T20:36:30.360647] [DEBUG] [REMOTE    ] HSBC: Fetching historical data.
[2025-12-29T20:36:30.360633] [INFO ] [main      ] Progress: 329/403 forecasts completed (81.6%). TAYD finished in 0.7s. ETA: 12.7s. Rate: 350.52 forecasts/min
[2025-12-29T20:36:30.372428] [DEBUG] [REMOTE    ] HSBC: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:30.373554] [DEBUG] [LOCAL     ] Loaded configuration for HSBC: 2 features, N/A% accuracy
[2025-12-29T20:36:30.373629] [INFO ] [LOCAL     ] HSBC: Loaded 2 optimal features with 66.30% confidence from JSON config
[2025-12-29T20:36:30.373672] [DEBUG] [MAG       ] Building data for symbol: HSBC with lookback: 0
[2025-12-29T20:36:30.374705] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:36:30.374770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:30.380132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:36:30.405109] [INFO ] [LOCAL     ] AMBA: Saved forecast.
[2025-12-29T20:36:30.405174] [INFO ] [main      ] AMBA: Signal=1 (Conf=90.0%), Magnitude=3.30% (Conf=55.1466%)
[2025-12-29T20:36:30.405557] [INFO ] [main      ] Progress: 330/403 forecasts completed (81.9%). AMBA finished in 0.7s. ETA: 12.5s. Rate: 351.30 forecasts/min
[2025-12-29T20:36:30.405753] [INFO ] [main      ] Fetching symbol history for CCNE...
[2025-12-29T20:36:30.405799] [DEBUG] [REMOTE    ] CCNE: Fetching historical data.
[2025-12-29T20:36:30.417032] [DEBUG] [REMOTE    ] CCNE: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:30.417926] [DEBUG] [LOCAL     ] Loaded configuration for CCNE: 3 features, N/A% accuracy
[2025-12-29T20:36:30.417977] [INFO ] [LOCAL     ] CCNE: Loaded 3 optimal features with 54.34% confidence from JSON config
[2025-12-29T20:36:30.418008] [DEBUG] [MAG       ] Building data for symbol: CCNE with lookback: 0
[2025-12-29T20:36:30.418821] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:30.418879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:30.420598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:30.421109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:30.421508] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:30.436771] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:30.573761] [DEBUG] [MAG       ] BROS: Last date is validated at 2025-12-29
[2025-12-29T20:36:30.701545] [DEBUG] [MAG       ] DEA: Last date is validated at 2025-12-29
[2025-12-29T20:36:30.744759] [DEBUG] [MAG       ] BROS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:30.760604] [DEBUG] [MAG       ] CCNE: Last date is validated at 2025-12-29
[2025-12-29T20:36:30.802226] [DEBUG] [MAG       ] HSBC: Last date is validated at 2025-12-29
[2025-12-29T20:36:30.870418] [DEBUG] [MAG       ] DEA: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:30.879685] [INFO ] [LOCAL     ] BROS: Saved forecast.
[2025-12-29T20:36:30.879768] [INFO ] [main      ] BROS: Signal=1 (Conf=90.0%), Magnitude=9.84% (Conf=51.0686%)
[2025-12-29T20:36:30.880324] [INFO ] [main      ] Fetching symbol history for YSG...
[2025-12-29T20:36:30.880383] [DEBUG] [REMOTE    ] YSG: Fetching historical data.
[2025-12-29T20:36:30.880365] [INFO ] [main      ] Progress: 331/403 forecasts completed (82.1%). BROS finished in 0.7s. ETA: 12.4s. Rate: 349.42 forecasts/min
[2025-12-29T20:36:30.893173] [DEBUG] [REMOTE    ] YSG: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:30.895040] [DEBUG] [LOCAL     ] Loaded configuration for YSG: 10 features, N/A% accuracy
[2025-12-29T20:36:30.895100] [INFO ] [LOCAL     ] YSG: Loaded 10 optimal features with 53.64% confidence from JSON config
[2025-12-29T20:36:30.895149] [DEBUG] [MAG       ] Building data for symbol: YSG with lookback: 0
[2025-12-29T20:36:30.896062] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-29T20:36:30.896130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:30.901782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:30.903784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:30.904288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:30.904736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-29T20:36:30.906988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:30.907478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-29T20:36:30.908630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-29T20:36:30.910489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-29T20:36:30.911694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-29T20:36:30.912417] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:30.929142] [DEBUG] [MAG       ] CCNE: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:30.936683] [INFO ] [LOCAL     ] DEA: Saved forecast.
[2025-12-29T20:36:30.936756] [INFO ] [main      ] DEA: Signal=1 (Conf=90.0%), Magnitude=-1.79% (Conf=47.7839%)
[2025-12-29T20:36:30.936922] [INFO ] [main      ] Fetching symbol history for BUSE...
[2025-12-29T20:36:30.936967] [DEBUG] [REMOTE    ] BUSE: Fetching historical data.
[2025-12-29T20:36:30.938657] [INFO ] [main      ] Progress: 332/403 forecasts completed (82.4%). DEA finished in 0.6s. ETA: 12.2s. Rate: 350.12 forecasts/min
[2025-12-29T20:36:30.947835] [DEBUG] [REMOTE    ] BUSE: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:30.948788] [DEBUG] [LOCAL     ] Loaded configuration for BUSE: 3 features, N/A% accuracy
[2025-12-29T20:36:30.948843] [INFO ] [LOCAL     ] BUSE: Loaded 3 optimal features with 46.89% confidence from JSON config
[2025-12-29T20:36:30.948876] [DEBUG] [MAG       ] Building data for symbol: BUSE with lookback: 0
[2025-12-29T20:36:30.949712] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:30.949775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:30.954874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:30.955897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:36:30.982854] [DEBUG] [MAG       ] HSBC: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:30.997824] [INFO ] [LOCAL     ] CCNE: Saved forecast.
[2025-12-29T20:36:30.997891] [INFO ] [main      ] CCNE: Signal=1 (Conf=90.0%), Magnitude=0.13% (Conf=54.3409%)
[2025-12-29T20:36:30.998235] [INFO ] [main      ] Progress: 333/403 forecasts completed (82.6%). CCNE finished in 0.6s. ETA: 12.0s. Rate: 350.81 forecasts/min
[2025-12-29T20:36:30.998356] [INFO ] [main      ] Fetching symbol history for PMVP...
[2025-12-29T20:36:30.998399] [DEBUG] [REMOTE    ] PMVP: Fetching historical data.
[2025-12-29T20:36:31.007809] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:31.009899] [DEBUG] [REMOTE    ] PMVP: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:31.010968] [DEBUG] [LOCAL     ] Loaded configuration for PMVP: 7 features, N/A% accuracy
[2025-12-29T20:36:31.011021] [INFO ] [LOCAL     ] PMVP: Loaded 7 optimal features with 34.01% confidence from JSON config
[2025-12-29T20:36:31.011052] [DEBUG] [MAG       ] Building data for symbol: PMVP with lookback: 0
[2025-12-29T20:36:31.011854] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-29T20:36:31.011915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:31.016807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:31.018633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:31.019149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:31.019538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-29T20:36:31.020293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-29T20:36:31.020937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-29T20:36:31.023551] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:31.086433] [INFO ] [LOCAL     ] HSBC: Saved forecast.
[2025-12-29T20:36:31.086512] [INFO ] [main      ] HSBC: Signal=1 (Conf=90.0%), Magnitude=-1.04% (Conf=66.3005%)
[2025-12-29T20:36:31.086941] [INFO ] [main      ] Fetching symbol history for VFC...
[2025-12-29T20:36:31.087006] [DEBUG] [REMOTE    ] VFC: Fetching historical data.
[2025-12-29T20:36:31.088650] [INFO ] [main      ] Progress: 334/403 forecasts completed (82.9%). HSBC finished in 0.7s. ETA: 11.8s. Rate: 351.30 forecasts/min
[2025-12-29T20:36:31.100178] [DEBUG] [REMOTE    ] VFC: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:31.101224] [DEBUG] [LOCAL     ] Loaded configuration for VFC: 3 features, N/A% accuracy
[2025-12-29T20:36:31.101283] [INFO ] [LOCAL     ] VFC: Loaded 3 optimal features with 42.54% confidence from JSON config
[2025-12-29T20:36:31.101315] [DEBUG] [MAG       ] Building data for symbol: VFC with lookback: 0
[2025-12-29T20:36:31.102189] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:31.102271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:31.107779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:31.108975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:36:31.111044] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:31.291208] [DEBUG] [MAG       ] YSG: Last date is validated at 2025-12-29
[2025-12-29T20:36:31.349741] [DEBUG] [MAG       ] BUSE: Last date is validated at 2025-12-29
[2025-12-29T20:36:31.363330] [DEBUG] [MAG       ] PMVP: Last date is validated at 2025-12-29
[2025-12-29T20:36:31.472995] [DEBUG] [MAG       ] VFC: Last date is validated at 2025-12-29
[2025-12-29T20:36:31.474956] [DEBUG] [MAG       ] YSG: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:31.521814] [DEBUG] [MAG       ] BUSE: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:31.534187] [DEBUG] [MAG       ] PMVP: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:31.552745] [INFO ] [LOCAL     ] YSG: Saved forecast.
[2025-12-29T20:36:31.552814] [INFO ] [main      ] YSG: Signal=1 (Conf=90.0%), Magnitude=10.42% (Conf=53.6419%)
[2025-12-29T20:36:31.553268] [INFO ] [main      ] Fetching symbol history for VUZI...
[2025-12-29T20:36:31.553335] [DEBUG] [REMOTE    ] VUZI: Fetching historical data.
[2025-12-29T20:36:31.553662] [INFO ] [main      ] Progress: 335/403 forecasts completed (83.1%). YSG finished in 0.7s. ETA: 11.7s. Rate: 349.51 forecasts/min
[2025-12-29T20:36:31.566330] [DEBUG] [REMOTE    ] VUZI: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:31.567368] [DEBUG] [LOCAL     ] Loaded configuration for VUZI: 4 features, N/A% accuracy
[2025-12-29T20:36:31.567427] [INFO ] [LOCAL     ] VUZI: Loaded 4 optimal features with 58.54% confidence from JSON config
[2025-12-29T20:36:31.567460] [DEBUG] [MAG       ] Building data for symbol: VUZI with lookback: 0
[2025-12-29T20:36:31.568328] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:31.568406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:31.570643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:31.571258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-29T20:36:31.573713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-29T20:36:31.574541] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:31.593742] [INFO ] [LOCAL     ] BUSE: Saved forecast.
[2025-12-29T20:36:31.593809] [INFO ] [main      ] BUSE: Signal=1 (Conf=90.0%), Magnitude=-0.09% (Conf=46.8929%)
[2025-12-29T20:36:31.593970] [INFO ] [main      ] Fetching symbol history for CPNG...
[2025-12-29T20:36:31.594014] [DEBUG] [REMOTE    ] CPNG: Fetching historical data.
[2025-12-29T20:36:31.594553] [INFO ] [LOCAL     ] PMVP: Saved forecast.
[2025-12-29T20:36:31.594639] [INFO ] [main      ] PMVP: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=34.0092%)
[2025-12-29T20:36:31.594784] [INFO ] [main      ] Fetching symbol history for ALRS...
[2025-12-29T20:36:31.594860] [DEBUG] [REMOTE    ] ALRS: Fetching historical data.
[2025-12-29T20:36:31.595532] [INFO ] [main      ] Progress: 336/403 forecasts completed (83.4%). BUSE finished in 0.7s. ETA: 11.5s. Rate: 350.29 forecasts/min
[2025-12-29T20:36:31.596354] [INFO ] [main      ] Progress: 337/403 forecasts completed (83.6%). PMVP finished in 0.6s. ETA: 11.3s. Rate: 351.33 forecasts/min
[2025-12-29T20:36:31.605124] [DEBUG] [REMOTE    ] CPNG: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:31.605866] [DEBUG] [LOCAL     ] Loaded configuration for CPNG: 5 features, N/A% accuracy
[2025-12-29T20:36:31.605922] [INFO ] [LOCAL     ] CPNG: Loaded 5 optimal features with 59.36% confidence from JSON config
[2025-12-29T20:36:31.605952] [DEBUG] [MAG       ] Building data for symbol: CPNG with lookback: 0
[2025-12-29T20:36:31.606783] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:36:31.606858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:31.607482] [DEBUG] [REMOTE    ] ALRS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:31.608230] [DEBUG] [LOCAL     ] Loaded configuration for ALRS: 8 features, N/A% accuracy
[2025-12-29T20:36:31.608280] [INFO ] [LOCAL     ] ALRS: Loaded 8 optimal features with 54.11% confidence from JSON config
[2025-12-29T20:36:31.608311] [DEBUG] [MAG       ] Building data for symbol: ALRS with lookback: 0
[2025-12-29T20:36:31.609139] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-29T20:36:31.609201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:31.611797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:31.613591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:31.614113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-29T20:36:31.614142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:31.614955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-29T20:36:31.615665] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:31.615954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:31.616432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:31.616896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:36:31.659430] [DEBUG] [MAG       ] VFC: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:31.727857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:36:31.743895] [INFO ] [LOCAL     ] VFC: Saved forecast.
[2025-12-29T20:36:31.743980] [INFO ] [main      ] VFC: Signal=1 (Conf=90.0%), Magnitude=-1.63% (Conf=42.5431%)
[2025-12-29T20:36:31.744371] [INFO ] [main      ] Fetching symbol history for GOOS...
[2025-12-29T20:36:31.744424] [DEBUG] [REMOTE    ] GOOS: Fetching historical data.
[2025-12-29T20:36:31.744671] [INFO ] [main      ] Progress: 338/403 forecasts completed (83.9%). VFC finished in 0.7s. ETA: 11.1s. Rate: 351.47 forecasts/min
[2025-12-29T20:36:31.757067] [DEBUG] [REMOTE    ] GOOS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:31.757990] [DEBUG] [LOCAL     ] Loaded configuration for GOOS: 5 features, N/A% accuracy
[2025-12-29T20:36:31.758059] [INFO ] [LOCAL     ] GOOS: Loaded 5 optimal features with 63.93% confidence from JSON config
[2025-12-29T20:36:31.758093] [DEBUG] [MAG       ] Building data for symbol: GOOS with lookback: 0
[2025-12-29T20:36:31.758982] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:36:31.759048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:31.759824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-29T20:36:31.761647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-29T20:36:31.764635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-29T20:36:31.765851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-29T20:36:31.767137] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:31.767803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-29T20:36:31.844250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-29T20:36:31.845710] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:31.958530] [DEBUG] [MAG       ] VUZI: Last date is validated at 2025-12-29
[2025-12-29T20:36:31.963515] [DEBUG] [MAG       ] CPNG: Last date is validated at 2025-12-29
[2025-12-29T20:36:32.132257] [DEBUG] [MAG       ] CPNG: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:32.137658] [DEBUG] [MAG       ] GOOS: Last date is validated at 2025-12-29
[2025-12-29T20:36:32.143847] [DEBUG] [MAG       ] VUZI: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:32.187772] [DEBUG] [MAG       ] ALRS: Last date is validated at 2025-12-29
[2025-12-29T20:36:32.208513] [INFO ] [LOCAL     ] VUZI: Saved forecast.
[2025-12-29T20:36:32.208600] [INFO ] [main      ] VUZI: Signal=1 (Conf=90.0%), Magnitude=21.49% (Conf=58.5395%)
[2025-12-29T20:36:32.209065] [INFO ] [main      ] Fetching symbol history for KOP...
[2025-12-29T20:36:32.209117] [DEBUG] [REMOTE    ] KOP: Fetching historical data.
[2025-12-29T20:36:32.209665] [INFO ] [main      ] Progress: 339/403 forecasts completed (84.1%). VUZI finished in 0.7s. ETA: 11.0s. Rate: 349.69 forecasts/min
[2025-12-29T20:36:32.211516] [INFO ] [LOCAL     ] CPNG: Saved forecast.
[2025-12-29T20:36:32.211601] [INFO ] [main      ] CPNG: Signal=1 (Conf=90.0%), Magnitude=3.04% (Conf=59.3556%)
[2025-12-29T20:36:32.211935] [INFO ] [main      ] Fetching symbol history for TPL...
[2025-12-29T20:36:32.211985] [DEBUG] [REMOTE    ] TPL: Fetching historical data.
[2025-12-29T20:36:32.212725] [INFO ] [main      ] Progress: 340/403 forecasts completed (84.4%). CPNG finished in 0.6s. ETA: 10.8s. Rate: 350.70 forecasts/min
[2025-12-29T20:36:32.220556] [DEBUG] [REMOTE    ] KOP: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:32.221547] [DEBUG] [LOCAL     ] Loaded configuration for KOP: 3 features, N/A% accuracy
[2025-12-29T20:36:32.221623] [INFO ] [LOCAL     ] KOP: Loaded 3 optimal features with 63.51% confidence from JSON config
[2025-12-29T20:36:32.221656] [DEBUG] [MAG       ] Building data for symbol: KOP with lookback: 0
[2025-12-29T20:36:32.222450] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:32.222511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:32.223653] [DEBUG] [REMOTE    ] TPL: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:32.224314] [DEBUG] [LOCAL     ] Loaded configuration for TPL: 4 features, N/A% accuracy
[2025-12-29T20:36:32.224363] [INFO ] [LOCAL     ] TPL: Loaded 4 optimal features with 56.96% confidence from JSON config
[2025-12-29T20:36:32.226944] [DEBUG] [MAG       ] Building data for symbol: TPL with lookback: 0
[2025-12-29T20:36:32.227553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:32.227754] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:32.227823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:32.228560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-29T20:36:32.229314] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:32.229547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:32.230067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:32.230507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:32.231285] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:32.319537] [DEBUG] [MAG       ] GOOS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:32.359889] [DEBUG] [MAG       ] ALRS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:32.396029] [INFO ] [LOCAL     ] GOOS: Saved forecast.
[2025-12-29T20:36:32.396097] [INFO ] [main      ] GOOS: Signal=1 (Conf=90.0%), Magnitude=-1.22% (Conf=63.9339%)
[2025-12-29T20:36:32.396449] [INFO ] [main      ] Progress: 341/403 forecasts completed (84.6%). GOOS finished in 0.7s. ETA: 10.6s. Rate: 350.63 forecasts/min
[2025-12-29T20:36:32.396589] [INFO ] [main      ] Fetching symbol history for GLBS...
[2025-12-29T20:36:32.396639] [DEBUG] [REMOTE    ] GLBS: Fetching historical data.
[2025-12-29T20:36:32.408275] [DEBUG] [REMOTE    ] GLBS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:32.409422] [DEBUG] [LOCAL     ] Loaded configuration for GLBS: 6 features, N/A% accuracy
[2025-12-29T20:36:32.409478] [INFO ] [LOCAL     ] GLBS: Loaded 6 optimal features with 23.87% confidence from JSON config
[2025-12-29T20:36:32.409513] [DEBUG] [MAG       ] Building data for symbol: GLBS with lookback: 0
[2025-12-29T20:36:32.410501] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:36:32.410568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:32.412502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:32.413151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:32.413663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-29T20:36:32.415947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-29T20:36:32.418868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-29T20:36:32.420516] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:32.436356] [INFO ] [LOCAL     ] ALRS: Saved forecast.
[2025-12-29T20:36:32.436423] [INFO ] [main      ] ALRS: Signal=1 (Conf=90.0%), Magnitude=3.02% (Conf=54.1051%)
[2025-12-29T20:36:32.436798] [INFO ] [main      ] Fetching symbol history for LWAY...
[2025-12-29T20:36:32.436850] [DEBUG] [REMOTE    ] LWAY: Fetching historical data.
[2025-12-29T20:36:32.437662] [INFO ] [main      ] Progress: 342/403 forecasts completed (84.9%). ALRS finished in 0.8s. ETA: 10.4s. Rate: 351.41 forecasts/min
[2025-12-29T20:36:32.448184] [DEBUG] [REMOTE    ] LWAY: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:32.449376] [DEBUG] [LOCAL     ] Loaded configuration for LWAY: 6 features, N/A% accuracy
[2025-12-29T20:36:32.449434] [INFO ] [LOCAL     ] LWAY: Loaded 6 optimal features with 67.75% confidence from JSON config
[2025-12-29T20:36:32.449465] [DEBUG] [MAG       ] Building data for symbol: LWAY with lookback: 0
[2025-12-29T20:36:32.450352] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:36:32.450758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:32.455786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:32.457738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:32.458246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:32.458722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:32.461215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-29T20:36:32.462664] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:32.572875] [DEBUG] [MAG       ] TPL: Last date is validated at 2025-12-29
[2025-12-29T20:36:32.575246] [DEBUG] [MAG       ] KOP: Last date is validated at 2025-12-29
[2025-12-29T20:36:32.742614] [DEBUG] [MAG       ] TPL: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:32.759889] [DEBUG] [MAG       ] KOP: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:32.787024] [DEBUG] [MAG       ] GLBS: Last date is validated at 2025-12-29
[2025-12-29T20:36:32.817993] [DEBUG] [MAG       ] LWAY: Last date is validated at 2025-12-29
[2025-12-29T20:36:32.846507] [INFO ] [LOCAL     ] KOP: Saved forecast.
[2025-12-29T20:36:32.846591] [INFO ] [main      ] KOP: Signal=1 (Conf=90.0%), Magnitude=1.48% (Conf=63.5111%)
[2025-12-29T20:36:32.846978] [INFO ] [main      ] Fetching symbol history for OFS...
[2025-12-29T20:36:32.847052] [DEBUG] [REMOTE    ] OFS: Fetching historical data.
[2025-12-29T20:36:32.848640] [INFO ] [main      ] Progress: 343/403 forecasts completed (85.1%). KOP finished in 0.6s. ETA: 10.3s. Rate: 349.97 forecasts/min
[2025-12-29T20:36:32.860059] [DEBUG] [REMOTE    ] OFS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:32.861375] [DEBUG] [LOCAL     ] Loaded configuration for OFS: 6 features, N/A% accuracy
[2025-12-29T20:36:32.861435] [INFO ] [LOCAL     ] OFS: Loaded 6 optimal features with 48.82% confidence from JSON config
[2025-12-29T20:36:32.861475] [DEBUG] [MAG       ] Building data for symbol: OFS with lookback: 0
[2025-12-29T20:36:32.862359] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:36:32.862423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:32.864436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:32.865078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:32.865619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:32.866080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:36:32.912543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-29T20:36:32.913700] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:32.968395] [INFO ] [LOCAL     ] TPL: Saved forecast.
[2025-12-29T20:36:32.968464] [INFO ] [main      ] TPL: Signal=1 (Conf=90.0%), Magnitude=23.69% (Conf=56.96%)
[2025-12-29T20:36:32.968639] [INFO ] [main      ] Fetching symbol history for MLAB...
[2025-12-29T20:36:32.968704] [DEBUG] [REMOTE    ] MLAB: Fetching historical data.
[2025-12-29T20:36:32.969664] [INFO ] [main      ] Progress: 344/403 forecasts completed (85.4%). TPL finished in 0.8s. ETA: 10.1s. Rate: 350.27 forecasts/min
[2025-12-29T20:36:32.970871] [DEBUG] [MAG       ] GLBS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:32.979548] [DEBUG] [REMOTE    ] MLAB: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:32.980438] [DEBUG] [LOCAL     ] Loaded configuration for MLAB: 4 features, N/A% accuracy
[2025-12-29T20:36:32.980488] [INFO ] [LOCAL     ] MLAB: Loaded 4 optimal features with 44.57% confidence from JSON config
[2025-12-29T20:36:32.980520] [DEBUG] [MAG       ] Building data for symbol: MLAB with lookback: 0
[2025-12-29T20:36:32.981329] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:32.981394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:32.982345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:36:33.000143] [DEBUG] [MAG       ] LWAY: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:33.031854] [INFO ] [LOCAL     ] GLBS: Saved forecast.
[2025-12-29T20:36:33.031923] [INFO ] [main      ] GLBS: Signal=1 (Conf=90.0%), Magnitude=-0.83% (Conf=23.8657%)
[2025-12-29T20:36:33.032275] [INFO ] [main      ] Progress: 345/403 forecasts completed (85.6%). GLBS finished in 0.6s. ETA: 9.9s. Rate: 350.92 forecasts/min
[2025-12-29T20:36:33.032425] [INFO ] [main      ] Fetching symbol history for GAIN...
[2025-12-29T20:36:33.032471] [DEBUG] [REMOTE    ] GAIN: Fetching historical data.
[2025-12-29T20:36:33.045373] [DEBUG] [REMOTE    ] GAIN: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:33.046376] [DEBUG] [LOCAL     ] Loaded configuration for GAIN: 7 features, N/A% accuracy
[2025-12-29T20:36:33.046434] [INFO ] [LOCAL     ] GAIN: Loaded 7 optimal features with 73.67% confidence from JSON config
[2025-12-29T20:36:33.046467] [DEBUG] [MAG       ] Building data for symbol: GAIN with lookback: 0
[2025-12-29T20:36:33.047311] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-29T20:36:33.047383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:33.052414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:33.054273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:33.054787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:33.055707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-29T20:36:33.057807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-29T20:36:33.061872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-29T20:36:33.063690] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:33.085473] [INFO ] [LOCAL     ] LWAY: Saved forecast.
[2025-12-29T20:36:33.085541] [INFO ] [main      ] LWAY: Signal=1 (Conf=90.0%), Magnitude=-1.47% (Conf=67.7545%)
[2025-12-29T20:36:33.085925] [INFO ] [main      ] Fetching symbol history for AGX...
[2025-12-29T20:36:33.085979] [DEBUG] [REMOTE    ] AGX: Fetching historical data.
[2025-12-29T20:36:33.086648] [INFO ] [main      ] Progress: 346/403 forecasts completed (85.9%). LWAY finished in 0.6s. ETA: 9.7s. Rate: 351.61 forecasts/min
[2025-12-29T20:36:33.098456] [DEBUG] [REMOTE    ] AGX: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:33.099373] [DEBUG] [LOCAL     ] Loaded configuration for AGX: 6 features, N/A% accuracy
[2025-12-29T20:36:33.099424] [INFO ] [LOCAL     ] AGX: Loaded 6 optimal features with 59.73% confidence from JSON config
[2025-12-29T20:36:33.099455] [DEBUG] [MAG       ] Building data for symbol: AGX with lookback: 0
[2025-12-29T20:36:33.100284] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:36:33.100346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:33.102086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:33.102624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:33.103024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:36:33.103134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:36:33.104368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-29T20:36:33.104666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-29T20:36:33.105656] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:33.105799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-29T20:36:33.106489] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:33.287312] [DEBUG] [MAG       ] OFS: Last date is validated at 2025-12-29
[2025-12-29T20:36:33.405956] [DEBUG] [MAG       ] GAIN: Last date is validated at 2025-12-29
[2025-12-29T20:36:33.445840] [DEBUG] [MAG       ] MLAB: Last date is validated at 2025-12-29
[2025-12-29T20:36:33.446398] [DEBUG] [MAG       ] AGX: Last date is validated at 2025-12-29
[2025-12-29T20:36:33.453662] [DEBUG] [MAG       ] OFS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:33.513158] [INFO ] [LOCAL     ] OFS: Saved forecast.
[2025-12-29T20:36:33.513229] [INFO ] [main      ] OFS: Signal=1 (Conf=90.0%), Magnitude=6.87% (Conf=48.8237%)
[2025-12-29T20:36:33.513388] [INFO ] [main      ] Fetching symbol history for IRMD...
[2025-12-29T20:36:33.513431] [DEBUG] [REMOTE    ] IRMD: Fetching historical data.
[2025-12-29T20:36:33.514659] [INFO ] [main      ] Progress: 347/403 forecasts completed (86.1%). OFS finished in 0.7s. ETA: 9.6s. Rate: 350.09 forecasts/min
[2025-12-29T20:36:33.525030] [DEBUG] [REMOTE    ] IRMD: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:33.526077] [DEBUG] [LOCAL     ] Loaded configuration for IRMD: 3 features, N/A% accuracy
[2025-12-29T20:36:33.526133] [INFO ] [LOCAL     ] IRMD: Loaded 3 optimal features with 48.48% confidence from JSON config
[2025-12-29T20:36:33.526164] [DEBUG] [MAG       ] Building data for symbol: IRMD with lookback: 0
[2025-12-29T20:36:33.526992] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:33.527051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:33.531907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-29T20:36:33.532613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-29T20:36:33.534259] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:33.576594] [DEBUG] [MAG       ] GAIN: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:33.617971] [DEBUG] [MAG       ] AGX: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:33.620149] [DEBUG] [MAG       ] MLAB: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:33.643434] [INFO ] [LOCAL     ] GAIN: Saved forecast.
[2025-12-29T20:36:33.643501] [INFO ] [main      ] GAIN: Signal=1 (Conf=90.0%), Magnitude=-1.04% (Conf=73.6705%)
[2025-12-29T20:36:33.643828] [INFO ] [main      ] Fetching symbol history for FIZZ...
[2025-12-29T20:36:33.643879] [DEBUG] [REMOTE    ] FIZZ: Fetching historical data.
[2025-12-29T20:36:33.644754] [INFO ] [main      ] Progress: 348/403 forecasts completed (86.4%). GAIN finished in 0.6s. ETA: 9.4s. Rate: 350.33 forecasts/min
[2025-12-29T20:36:33.655684] [DEBUG] [REMOTE    ] FIZZ: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:33.656615] [DEBUG] [LOCAL     ] Loaded configuration for FIZZ: 7 features, N/A% accuracy
[2025-12-29T20:36:33.656666] [INFO ] [LOCAL     ] FIZZ: Loaded 7 optimal features with 52.48% confidence from JSON config
[2025-12-29T20:36:33.656696] [DEBUG] [MAG       ] Building data for symbol: FIZZ with lookback: 0
[2025-12-29T20:36:33.657460] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-29T20:36:33.657525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:33.658252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:33.659972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:33.660492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-29T20:36:33.661565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-29T20:36:33.663233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-29T20:36:33.664295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-29T20:36:33.665003] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:33.723018] [INFO ] [LOCAL     ] MLAB: Saved forecast.
[2025-12-29T20:36:33.723087] [INFO ] [main      ] MLAB: Signal=1 (Conf=90.0%), Magnitude=-1.22% (Conf=44.5659%)
[2025-12-29T20:36:33.723417] [INFO ] [main      ] Fetching symbol history for AMLX...
[2025-12-29T20:36:33.723468] [DEBUG] [REMOTE    ] AMLX: Fetching historical data.
[2025-12-29T20:36:33.723658] [INFO ] [main      ] Progress: 349/403 forecasts completed (86.6%). MLAB finished in 0.8s. ETA: 9.2s. Rate: 350.87 forecasts/min
[2025-12-29T20:36:33.734735] [DEBUG] [REMOTE    ] AMLX: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:33.735660] [DEBUG] [LOCAL     ] Loaded configuration for AMLX: 4 features, N/A% accuracy
[2025-12-29T20:36:33.735711] [INFO ] [LOCAL     ] AMLX: Loaded 4 optimal features with 61.30% confidence from JSON config
[2025-12-29T20:36:33.735742] [DEBUG] [MAG       ] Building data for symbol: AMLX with lookback: 0
[2025-12-29T20:36:33.736493] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:33.736554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:33.738273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:33.738816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-29T20:36:33.740819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-29T20:36:33.742043] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:33.774282] [INFO ] [LOCAL     ] AGX: Saved forecast.
[2025-12-29T20:36:33.774379] [INFO ] [main      ] AGX: Signal=1 (Conf=90.0%), Magnitude=-0.69% (Conf=59.7344%)
[2025-12-29T20:36:33.774829] [INFO ] [main      ] Fetching symbol history for TXN...
[2025-12-29T20:36:33.774886] [DEBUG] [REMOTE    ] TXN: Fetching historical data.
[2025-12-29T20:36:33.776645] [INFO ] [main      ] Progress: 350/403 forecasts completed (86.8%). AGX finished in 0.7s. ETA: 9.0s. Rate: 351.57 forecasts/min
[2025-12-29T20:36:33.787477] [DEBUG] [REMOTE    ] TXN: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:33.788554] [DEBUG] [LOCAL     ] Loaded configuration for TXN: 11 features, N/A% accuracy
[2025-12-29T20:36:33.788629] [INFO ] [LOCAL     ] TXN: Loaded 11 optimal features with 59.88% confidence from JSON config
[2025-12-29T20:36:33.788662] [DEBUG] [MAG       ] Building data for symbol: TXN with lookback: 0
[2025-12-29T20:36:33.789528] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-29T20:36:33.789618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:33.792106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:36:33.793171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-29T20:36:33.796242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-29T20:36:33.797623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-29T20:36:33.800760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-29T20:36:33.803816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:33.805906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:33.806514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-29T20:36:33.807912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-29T20:36:33.810163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-29T20:36:33.817162] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:33.904497] [DEBUG] [MAG       ] IRMD: Last date is validated at 2025-12-29
[2025-12-29T20:36:34.007617] [DEBUG] [MAG       ] FIZZ: Last date is validated at 2025-12-29
[2025-12-29T20:36:34.076631] [DEBUG] [MAG       ] AMLX: Last date is validated at 2025-12-29
[2025-12-29T20:36:34.087667] [DEBUG] [MAG       ] IRMD: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:34.164445] [DEBUG] [MAG       ] TXN: Last date is validated at 2025-12-29
[2025-12-29T20:36:34.178261] [DEBUG] [MAG       ] FIZZ: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:34.194383] [INFO ] [LOCAL     ] IRMD: Saved forecast.
[2025-12-29T20:36:34.194454] [INFO ] [main      ] IRMD: Signal=1 (Conf=90.0%), Magnitude=-0.50% (Conf=48.4788%)
[2025-12-29T20:36:34.194851] [INFO ] [main      ] Fetching symbol history for AWRE...
[2025-12-29T20:36:34.194909] [DEBUG] [REMOTE    ] AWRE: Fetching historical data.
[2025-12-29T20:36:34.196646] [INFO ] [main      ] Progress: 351/403 forecasts completed (87.1%). IRMD finished in 0.7s. ETA: 8.9s. Rate: 350.11 forecasts/min
[2025-12-29T20:36:34.207046] [DEBUG] [REMOTE    ] AWRE: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:34.208049] [DEBUG] [LOCAL     ] Loaded configuration for AWRE: 7 features, N/A% accuracy
[2025-12-29T20:36:34.208102] [INFO ] [LOCAL     ] AWRE: Loaded 7 optimal features with 53.43% confidence from JSON config
[2025-12-29T20:36:34.208136] [DEBUG] [MAG       ] Building data for symbol: AWRE with lookback: 0
[2025-12-29T20:36:34.209026] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-29T20:36:34.209094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:34.214625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:34.215687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:36:34.258996] [INFO ] [LOCAL     ] FIZZ: Saved forecast.
[2025-12-29T20:36:34.259063] [INFO ] [main      ] FIZZ: Signal=1 (Conf=90.0%), Magnitude=0.36% (Conf=52.4799%)
[2025-12-29T20:36:34.259407] [INFO ] [main      ] Progress: 352/403 forecasts completed (87.3%). FIZZ finished in 0.6s. ETA: 8.7s. Rate: 350.74 forecasts/min
[2025-12-29T20:36:34.259528] [INFO ] [main      ] Fetching symbol history for AVDL...
[2025-12-29T20:36:34.259584] [DEBUG] [REMOTE    ] AVDL: Fetching historical data.
[2025-12-29T20:36:34.260111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-29T20:36:34.261757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-29T20:36:34.262542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-29T20:36:34.263689] [DEBUG] [MAG       ] AMLX: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:34.264399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-29T20:36:34.267566] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:34.271504] [DEBUG] [REMOTE    ] AVDL: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:34.272622] [DEBUG] [LOCAL     ] Loaded configuration for AVDL: 3 features, N/A% accuracy
[2025-12-29T20:36:34.272676] [INFO ] [LOCAL     ] AVDL: Loaded 3 optimal features with 36.97% confidence from JSON config
[2025-12-29T20:36:34.272709] [DEBUG] [MAG       ] Building data for symbol: AVDL with lookback: 0
[2025-12-29T20:36:34.273498] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:34.273561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:34.274316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:34.275195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-29T20:36:34.277167] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:34.330829] [DEBUG] [MAG       ] TXN: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:34.338943] [INFO ] [LOCAL     ] AMLX: Saved forecast.
[2025-12-29T20:36:34.339024] [INFO ] [main      ] AMLX: Signal=1 (Conf=90.0%), Magnitude=0.11% (Conf=61.2954%)
[2025-12-29T20:36:34.339433] [INFO ] [main      ] Fetching symbol history for BGRN...
[2025-12-29T20:36:34.339492] [DEBUG] [REMOTE    ] BGRN: Fetching historical data.
[2025-12-29T20:36:34.339660] [INFO ] [main      ] Progress: 353/403 forecasts completed (87.6%). AMLX finished in 0.6s. ETA: 8.5s. Rate: 351.27 forecasts/min
[2025-12-29T20:36:34.350753] [DEBUG] [REMOTE    ] BGRN: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:34.351889] [DEBUG] [LOCAL     ] Loaded configuration for BGRN: 3 features, N/A% accuracy
[2025-12-29T20:36:34.351947] [INFO ] [LOCAL     ] BGRN: Loaded 3 optimal features with 54.95% confidence from JSON config
[2025-12-29T20:36:34.351980] [DEBUG] [MAG       ] Building data for symbol: BGRN with lookback: 0
[2025-12-29T20:36:34.352965] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:34.353058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:34.353907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-29T20:36:34.356123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-29T20:36:34.373161] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:34.472979] [INFO ] [LOCAL     ] TXN: Saved forecast.
[2025-12-29T20:36:34.473047] [INFO ] [main      ] TXN: Signal=1 (Conf=90.0%), Magnitude=1.31% (Conf=59.876%)
[2025-12-29T20:36:34.473403] [INFO ] [main      ] Fetching symbol history for UBND...
[2025-12-29T20:36:34.473456] [DEBUG] [REMOTE    ] UBND: Fetching historical data.
[2025-12-29T20:36:34.473661] [INFO ] [main      ] Progress: 354/403 forecasts completed (87.8%). TXN finished in 0.7s. ETA: 8.4s. Rate: 351.48 forecasts/min
[2025-12-29T20:36:34.486315] [DEBUG] [REMOTE    ] UBND: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:34.488145] [DEBUG] [LOCAL     ] Loaded configuration for UBND: 6 features, N/A% accuracy
[2025-12-29T20:36:34.488212] [INFO ] [LOCAL     ] UBND: Loaded 6 optimal features with 41.99% confidence from JSON config
[2025-12-29T20:36:34.488259] [DEBUG] [MAG       ] Building data for symbol: UBND with lookback: 0
[2025-12-29T20:36:34.489202] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:36:34.489265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:34.490271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:34.493113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:36:34.494947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-29T20:36:34.496357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-29T20:36:34.497089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-29T20:36:34.500240] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:34.616831] [DEBUG] [MAG       ] AVDL: Last date is validated at 2025-12-29
[2025-12-29T20:36:34.637975] [DEBUG] [MAG       ] AWRE: Last date is validated at 2025-12-29
[2025-12-29T20:36:34.751280] [DEBUG] [MAG       ] BGRN: Last date is validated at 2025-12-29
[2025-12-29T20:36:34.784217] [DEBUG] [MAG       ] AVDL: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:34.820689] [DEBUG] [MAG       ] AWRE: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:34.855659] [INFO ] [LOCAL     ] AVDL: Saved forecast.
[2025-12-29T20:36:34.855726] [INFO ] [main      ] AVDL: Signal=1 (Conf=90.0%), Magnitude=0.35% (Conf=36.9669%)
[2025-12-29T20:36:34.856033] [INFO ] [main      ] Fetching symbol history for IPGP...
[2025-12-29T20:36:34.856083] [DEBUG] [REMOTE    ] IPGP: Fetching historical data.
[2025-12-29T20:36:34.856959] [INFO ] [main      ] Progress: 355/403 forecasts completed (88.1%). AVDL finished in 0.6s. ETA: 8.2s. Rate: 350.25 forecasts/min
[2025-12-29T20:36:34.860965] [DEBUG] [MAG       ] UBND: Last date is validated at 2025-12-29
[2025-12-29T20:36:34.867659] [DEBUG] [REMOTE    ] IPGP: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:34.868670] [DEBUG] [LOCAL     ] Loaded configuration for IPGP: 3 features, N/A% accuracy
[2025-12-29T20:36:34.868721] [INFO ] [LOCAL     ] IPGP: Loaded 3 optimal features with 53.22% confidence from JSON config
[2025-12-29T20:36:34.868752] [DEBUG] [MAG       ] Building data for symbol: IPGP with lookback: 0
[2025-12-29T20:36:34.869562] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:34.869641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:34.870354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:34.872736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-29T20:36:34.873834] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:34.889217] [INFO ] [LOCAL     ] AWRE: Saved forecast.
[2025-12-29T20:36:34.889304] [INFO ] [main      ] AWRE: Signal=1 (Conf=90.0%), Magnitude=-0.81% (Conf=53.4311%)
[2025-12-29T20:36:34.889480] [INFO ] [main      ] Fetching symbol history for BBCP...
[2025-12-29T20:36:34.889526] [DEBUG] [REMOTE    ] BBCP: Fetching historical data.
[2025-12-29T20:36:34.889856] [INFO ] [main      ] Progress: 356/403 forecasts completed (88.3%). AWRE finished in 0.7s. ETA: 8.0s. Rate: 351.05 forecasts/min
[2025-12-29T20:36:34.902112] [DEBUG] [REMOTE    ] BBCP: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:34.902984] [DEBUG] [LOCAL     ] Loaded configuration for BBCP: 6 features, N/A% accuracy
[2025-12-29T20:36:34.903044] [INFO ] [LOCAL     ] BBCP: Loaded 6 optimal features with 56.34% confidence from JSON config
[2025-12-29T20:36:34.903086] [DEBUG] [MAG       ] Building data for symbol: BBCP with lookback: 0
[2025-12-29T20:36:34.903990] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:36:34.904057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:34.909530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:36:34.910633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-29T20:36:34.911363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-29T20:36:34.914724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-29T20:36:34.917413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-29T20:36:34.918934] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:34.938929] [DEBUG] [MAG       ] BGRN: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:35.004023] [INFO ] [LOCAL     ] BGRN: Saved forecast.
[2025-12-29T20:36:35.004095] [INFO ] [main      ] BGRN: Signal=1 (Conf=90.0%), Magnitude=-0.06% (Conf=54.9535%)
[2025-12-29T20:36:35.004470] [INFO ] [main      ] Fetching symbol history for MOH...
[2025-12-29T20:36:35.004533] [DEBUG] [REMOTE    ] MOH: Fetching historical data.
[2025-12-29T20:36:35.004664] [INFO ] [main      ] Progress: 357/403 forecasts completed (88.6%). BGRN finished in 0.7s. ETA: 7.9s. Rate: 351.37 forecasts/min
[2025-12-29T20:36:35.016465] [DEBUG] [REMOTE    ] MOH: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:35.018217] [DEBUG] [LOCAL     ] Loaded configuration for MOH: 2 features, N/A% accuracy
[2025-12-29T20:36:35.018278] [INFO ] [LOCAL     ] MOH: Loaded 2 optimal features with 49.48% confidence from JSON config
[2025-12-29T20:36:35.018312] [DEBUG] [MAG       ] Building data for symbol: MOH with lookback: 0
[2025-12-29T20:36:35.019287] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:36:35.019352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:35.024966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:36:35.041322] [DEBUG] [MAG       ] UBND: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:35.087907] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:35.103219] [INFO ] [LOCAL     ] UBND: Saved forecast.
[2025-12-29T20:36:35.103292] [INFO ] [main      ] UBND: Signal=1 (Conf=90.0%), Magnitude=0.20% (Conf=41.9894%)
[2025-12-29T20:36:35.103684] [INFO ] [main      ] Fetching symbol history for TD...
[2025-12-29T20:36:35.103738] [DEBUG] [REMOTE    ] TD: Fetching historical data.
[2025-12-29T20:36:35.104820] [INFO ] [main      ] Progress: 358/403 forecasts completed (88.8%). UBND finished in 0.6s. ETA: 7.7s. Rate: 351.78 forecasts/min
[2025-12-29T20:36:35.116336] [DEBUG] [REMOTE    ] TD: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:35.117559] [DEBUG] [LOCAL     ] Loaded configuration for TD: 5 features, N/A% accuracy
[2025-12-29T20:36:35.117641] [INFO ] [LOCAL     ] TD: Loaded 5 optimal features with 45.19% confidence from JSON config
[2025-12-29T20:36:35.117676] [DEBUG] [MAG       ] Building data for symbol: TD with lookback: 0
[2025-12-29T20:36:35.118486] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:36:35.118550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:35.124706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:36:35.172187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-29T20:36:35.174618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-29T20:36:35.177184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-29T20:36:35.178487] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:35.219370] [DEBUG] [MAG       ] IPGP: Last date is validated at 2025-12-29
[2025-12-29T20:36:35.291205] [DEBUG] [MAG       ] BBCP: Last date is validated at 2025-12-29
[2025-12-29T20:36:35.389602] [DEBUG] [MAG       ] IPGP: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:35.468488] [DEBUG] [MAG       ] BBCP: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:35.474045] [DEBUG] [MAG       ] MOH: Last date is validated at 2025-12-29
[2025-12-29T20:36:35.490807] [INFO ] [LOCAL     ] IPGP: Saved forecast.
[2025-12-29T20:36:35.490877] [INFO ] [main      ] IPGP: Signal=1 (Conf=90.0%), Magnitude=-0.18% (Conf=53.2185%)
[2025-12-29T20:36:35.491245] [INFO ] [main      ] Progress: 359/403 forecasts completed (89.1%). IPGP finished in 0.6s. ETA: 7.5s. Rate: 350.54 forecasts/min
[2025-12-29T20:36:35.491373] [INFO ] [main      ] Fetching symbol history for MKL...
[2025-12-29T20:36:35.491418] [DEBUG] [REMOTE    ] MKL: Fetching historical data.
[2025-12-29T20:36:35.503186] [DEBUG] [REMOTE    ] MKL: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:35.504188] [DEBUG] [LOCAL     ] Loaded configuration for MKL: 2 features, N/A% accuracy
[2025-12-29T20:36:35.504239] [INFO ] [LOCAL     ] MKL: Loaded 2 optimal features with 56.08% confidence from JSON config
[2025-12-29T20:36:35.504271] [DEBUG] [MAG       ] Building data for symbol: MKL with lookback: 0
[2025-12-29T20:36:35.505130] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:36:35.505192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-29T20:36:35.507197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-29T20:36:35.511617] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:35.519314] [DEBUG] [MAG       ] TD: Last date is validated at 2025-12-29
[2025-12-29T20:36:35.615318] [INFO ] [LOCAL     ] BBCP: Saved forecast.
[2025-12-29T20:36:35.615389] [INFO ] [main      ] BBCP: Signal=1 (Conf=90.0%), Magnitude=0.95% (Conf=56.3402%)
[2025-12-29T20:36:35.615554] [INFO ] [main      ] Fetching symbol history for DTIL...
[2025-12-29T20:36:35.615634] [DEBUG] [REMOTE    ] DTIL: Fetching historical data.
[2025-12-29T20:36:35.617712] [INFO ] [main      ] Progress: 360/403 forecasts completed (89.3%). BBCP finished in 0.7s. ETA: 7.4s. Rate: 350.80 forecasts/min
[2025-12-29T20:36:35.628476] [DEBUG] [REMOTE    ] DTIL: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:35.629531] [DEBUG] [LOCAL     ] Loaded configuration for DTIL: 2 features, N/A% accuracy
[2025-12-29T20:36:35.629616] [INFO ] [LOCAL     ] DTIL: Loaded 2 optimal features with 55.74% confidence from JSON config
[2025-12-29T20:36:35.629670] [DEBUG] [MAG       ] Building data for symbol: DTIL with lookback: 0
[2025-12-29T20:36:35.630511] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:36:35.630592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:35.636140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-29T20:36:35.637636] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:35.667517] [DEBUG] [MAG       ] MOH: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:35.691032] [DEBUG] [MAG       ] TD: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:35.787414] [INFO ] [LOCAL     ] TD: Saved forecast.
[2025-12-29T20:36:35.787490] [INFO ] [main      ] TD: Signal=1 (Conf=90.0%), Magnitude=-0.42% (Conf=45.1902%)
[2025-12-29T20:36:35.787843] [INFO ] [main      ] Fetching symbol history for SOCL...
[2025-12-29T20:36:35.787900] [DEBUG] [REMOTE    ] SOCL: Fetching historical data.
[2025-12-29T20:36:35.788670] [INFO ] [main      ] Progress: 361/403 forecasts completed (89.6%). TD finished in 0.7s. ETA: 7.2s. Rate: 350.80 forecasts/min
[2025-12-29T20:36:35.800742] [DEBUG] [REMOTE    ] SOCL: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:35.801867] [DEBUG] [LOCAL     ] Loaded configuration for SOCL: 5 features, N/A% accuracy
[2025-12-29T20:36:35.801922] [INFO ] [LOCAL     ] SOCL: Loaded 5 optimal features with 52.17% confidence from JSON config
[2025-12-29T20:36:35.801954] [DEBUG] [MAG       ] Building data for symbol: SOCL with lookback: 0
[2025-12-29T20:36:35.802778] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:36:35.802839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:35.807740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:35.809776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:35.810271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:35.810688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-29T20:36:35.811443] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:35.815279] [INFO ] [LOCAL     ] MOH: Saved forecast.
[2025-12-29T20:36:35.815353] [INFO ] [main      ] MOH: Signal=1 (Conf=90.0%), Magnitude=-1.91% (Conf=49.4823%)
[2025-12-29T20:36:35.815527] [INFO ] [main      ] Fetching symbol history for CWCO...
[2025-12-29T20:36:35.815595] [DEBUG] [REMOTE    ] CWCO: Fetching historical data.
[2025-12-29T20:36:35.816649] [INFO ] [main      ] Progress: 362/403 forecasts completed (89.8%). MOH finished in 0.8s. ETA: 7.0s. Rate: 351.61 forecasts/min
[2025-12-29T20:36:35.827526] [DEBUG] [REMOTE    ] CWCO: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:35.828562] [DEBUG] [LOCAL     ] Loaded configuration for CWCO: 1 features, N/A% accuracy
[2025-12-29T20:36:35.828649] [INFO ] [LOCAL     ] CWCO: Loaded 1 optimal features with 47.40% confidence from JSON config
[2025-12-29T20:36:35.828683] [DEBUG] [MAG       ] Building data for symbol: CWCO with lookback: 0
[2025-12-29T20:36:35.829681] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-29T20:36:35.829745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:36:35.858983] [DEBUG] [MAG       ] MKL: Last date is validated at 2025-12-29
[2025-12-29T20:36:35.965921] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:36.005183] [DEBUG] [MAG       ] DTIL: Last date is validated at 2025-12-29
[2025-12-29T20:36:36.028445] [DEBUG] [MAG       ] MKL: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:36.155593] [DEBUG] [MAG       ] SOCL: Last date is validated at 2025-12-29
[2025-12-29T20:36:36.185319] [DEBUG] [MAG       ] DTIL: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:36.224241] [INFO ] [LOCAL     ] MKL: Saved forecast.
[2025-12-29T20:36:36.224309] [INFO ] [main      ] MKL: Signal=1 (Conf=90.0%), Magnitude=-0.90% (Conf=56.081%)
[2025-12-29T20:36:36.224691] [INFO ] [main      ] Fetching symbol history for RES...
[2025-12-29T20:36:36.224746] [DEBUG] [REMOTE    ] RES: Fetching historical data.
[2025-12-29T20:36:36.224721] [INFO ] [main      ] Progress: 363/403 forecasts completed (90.1%). MKL finished in 0.7s. ETA: 6.9s. Rate: 350.27 forecasts/min
[2025-12-29T20:36:36.236372] [DEBUG] [REMOTE    ] RES: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:36.237317] [DEBUG] [LOCAL     ] Loaded configuration for RES: 4 features, N/A% accuracy
[2025-12-29T20:36:36.237369] [INFO ] [LOCAL     ] RES: Loaded 4 optimal features with 47.36% confidence from JSON config
[2025-12-29T20:36:36.237401] [DEBUG] [MAG       ] Building data for symbol: RES with lookback: 0
[2025-12-29T20:36:36.238249] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:36.238311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:36.240157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:36.244478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:36.245172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-29T20:36:36.251930] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:36.253303] [INFO ] [LOCAL     ] DTIL: Saved forecast.
[2025-12-29T20:36:36.253372] [INFO ] [main      ] DTIL: Signal=1 (Conf=90.0%), Magnitude=2.56% (Conf=55.7434%)
[2025-12-29T20:36:36.253756] [INFO ] [main      ] Progress: 364/403 forecasts completed (90.3%). DTIL finished in 0.6s. ETA: 6.7s. Rate: 351.07 forecasts/min
[2025-12-29T20:36:36.253881] [INFO ] [main      ] Fetching symbol history for AMZD...
[2025-12-29T20:36:36.253925] [DEBUG] [REMOTE    ] AMZD: Fetching historical data.
[2025-12-29T20:36:36.266119] [DEBUG] [REMOTE    ] AMZD: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:36.267230] [DEBUG] [LOCAL     ] Loaded configuration for AMZD: 9 features, N/A% accuracy
[2025-12-29T20:36:36.267301] [INFO ] [LOCAL     ] AMZD: Loaded 9 optimal features with 56.97% confidence from JSON config
[2025-12-29T20:36:36.267350] [DEBUG] [MAG       ] Building data for symbol: AMZD with lookback: 0
[2025-12-29T20:36:36.268257] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-29T20:36:36.268325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:36.274225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:36.276187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:36.276736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:36.277197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:36.277639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:36.278462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:36.279389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:36:36.323506] [DEBUG] [MAG       ] SOCL: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:36.341402] [DEBUG] [MAG       ] CWCO: Last date is validated at 2025-12-29
[2025-12-29T20:36:36.402529] [INFO ] [LOCAL     ] SOCL: Saved forecast.
[2025-12-29T20:36:36.402611] [INFO ] [main      ] SOCL: Signal=1 (Conf=90.0%), Magnitude=-0.88% (Conf=52.1701%)
[2025-12-29T20:36:36.403020] [INFO ] [main      ] Fetching symbol history for QVCC...
[2025-12-29T20:36:36.403072] [DEBUG] [REMOTE    ] QVCC: Fetching historical data.
[2025-12-29T20:36:36.403665] [INFO ] [main      ] Progress: 365/403 forecasts completed (90.6%). SOCL finished in 0.6s. ETA: 6.5s. Rate: 351.19 forecasts/min
[2025-12-29T20:36:36.404096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-29T20:36:36.406615] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:36.415452] [DEBUG] [REMOTE    ] QVCC: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:36.416756] [DEBUG] [LOCAL     ] Loaded configuration for QVCC: 6 features, N/A% accuracy
[2025-12-29T20:36:36.416808] [INFO ] [LOCAL     ] QVCC: Loaded 6 optimal features with 55.81% confidence from JSON config
[2025-12-29T20:36:36.416838] [DEBUG] [MAG       ] Building data for symbol: QVCC with lookback: 0
[2025-12-29T20:36:36.417664] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:36:36.417725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:36.418604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-29T20:36:36.419905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-29T20:36:36.421266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-29T20:36:36.424396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-29T20:36:36.426787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-29T20:36:36.428620] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:36.535476] [DEBUG] [MAG       ] CWCO: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:36.602429] [DEBUG] [MAG       ] RES: Last date is validated at 2025-12-29
[2025-12-29T20:36:36.618414] [INFO ] [LOCAL     ] CWCO: Saved forecast.
[2025-12-29T20:36:36.618498] [INFO ] [main      ] CWCO: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=47.3983%)
[2025-12-29T20:36:36.618902] [INFO ] [main      ] Fetching symbol history for HSAI...
[2025-12-29T20:36:36.618957] [DEBUG] [REMOTE    ] HSAI: Fetching historical data.
[2025-12-29T20:36:36.619664] [INFO ] [main      ] Progress: 366/403 forecasts completed (90.8%). CWCO finished in 0.8s. ETA: 6.3s. Rate: 350.93 forecasts/min
[2025-12-29T20:36:36.632158] [DEBUG] [REMOTE    ] HSAI: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:36.633262] [DEBUG] [LOCAL     ] Loaded configuration for HSAI: 2 features, N/A% accuracy
[2025-12-29T20:36:36.633326] [INFO ] [LOCAL     ] HSAI: Loaded 2 optimal features with 63.94% confidence from JSON config
[2025-12-29T20:36:36.633373] [DEBUG] [MAG       ] Building data for symbol: HSAI with lookback: 0
[2025-12-29T20:36:36.634407] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:36:36.634472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:36.635481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:36:36.682109] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:36.763349] [DEBUG] [MAG       ] AMZD: Last date is validated at 2025-12-29
[2025-12-29T20:36:36.769376] [DEBUG] [MAG       ] QVCC: Last date is validated at 2025-12-29
[2025-12-29T20:36:36.776755] [DEBUG] [MAG       ] RES: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:36.836925] [INFO ] [LOCAL     ] RES: Saved forecast.
[2025-12-29T20:36:36.836995] [INFO ] [main      ] RES: Signal=1 (Conf=90.0%), Magnitude=-0.99% (Conf=47.3624%)
[2025-12-29T20:36:36.837374] [INFO ] [main      ] Fetching symbol history for CVAC...
[2025-12-29T20:36:36.837427] [DEBUG] [REMOTE    ] CVAC: Fetching historical data.
[2025-12-29T20:36:36.837664] [INFO ] [main      ] Progress: 367/403 forecasts completed (91.1%). RES finished in 0.6s. ETA: 6.2s. Rate: 350.67 forecasts/min
[2025-12-29T20:36:36.850113] [DEBUG] [REMOTE    ] CVAC: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:36.851389] [DEBUG] [LOCAL     ] Loaded configuration for CVAC: 9 features, N/A% accuracy
[2025-12-29T20:36:36.851440] [INFO ] [LOCAL     ] CVAC: Loaded 9 optimal features with 53.86% confidence from JSON config
[2025-12-29T20:36:36.851471] [DEBUG] [MAG       ] Building data for symbol: CVAC with lookback: 0
[2025-12-29T20:36:36.852274] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-29T20:36:36.852339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:36.857155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:36.859007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:36.859505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:36.859929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:36.860703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:36:36.861593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-29T20:36:36.863682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-29T20:36:36.865132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-29T20:36:36.866811] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:36.935604] [DEBUG] [MAG       ] AMZD: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:36.939105] [DEBUG] [MAG       ] QVCC: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:37.004070] [INFO ] [LOCAL     ] QVCC: Saved forecast.
[2025-12-29T20:36:37.004142] [INFO ] [main      ] QVCC: Signal=1 (Conf=90.0%), Magnitude=-3.65% (Conf=55.8061%)
[2025-12-29T20:36:37.004491] [INFO ] [main      ] Fetching symbol history for DUKB...
[2025-12-29T20:36:37.004541] [DEBUG] [REMOTE    ] DUKB: Fetching historical data.
[2025-12-29T20:36:37.005658] [INFO ] [main      ] Progress: 368/403 forecasts completed (91.3%). QVCC finished in 0.6s. ETA: 6.0s. Rate: 350.69 forecasts/min
[2025-12-29T20:36:37.009656] [INFO ] [LOCAL     ] AMZD: Saved forecast.
[2025-12-29T20:36:37.009722] [INFO ] [main      ] AMZD: Signal=1 (Conf=90.0%), Magnitude=-0.99% (Conf=56.9688%)
[2025-12-29T20:36:37.009883] [INFO ] [main      ] Fetching symbol history for EG...
[2025-12-29T20:36:37.009925] [DEBUG] [REMOTE    ] EG: Fetching historical data.
[2025-12-29T20:36:37.010321] [INFO ] [main      ] Progress: 369/403 forecasts completed (91.6%). AMZD finished in 0.8s. ETA: 5.8s. Rate: 351.62 forecasts/min
[2025-12-29T20:36:37.016910] [DEBUG] [REMOTE    ] DUKB: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:37.017982] [DEBUG] [LOCAL     ] Loaded configuration for DUKB: 2 features, N/A% accuracy
[2025-12-29T20:36:37.018034] [INFO ] [LOCAL     ] DUKB: Loaded 2 optimal features with 44.28% confidence from JSON config
[2025-12-29T20:36:37.018065] [DEBUG] [MAG       ] Building data for symbol: DUKB with lookback: 0
[2025-12-29T20:36:37.018894] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:36:37.018953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-29T20:36:37.021338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-29T20:36:37.023826] [DEBUG] [REMOTE    ] EG: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:37.024933] [DEBUG] [LOCAL     ] Loaded configuration for EG: 3 features, N/A% accuracy
[2025-12-29T20:36:37.024985] [INFO ] [LOCAL     ] EG: Loaded 3 optimal features with 56.48% confidence from JSON config
[2025-12-29T20:36:37.025016] [DEBUG] [MAG       ] Building data for symbol: EG with lookback: 0
[2025-12-29T20:36:37.025906] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:37.025975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:37.031061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:37.031944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-29T20:36:37.033602] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:37.036635] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:37.078419] [DEBUG] [MAG       ] HSAI: Last date is validated at 2025-12-29
[2025-12-29T20:36:37.235880] [DEBUG] [MAG       ] CVAC: Last date is validated at 2025-12-29
[2025-12-29T20:36:37.249343] [DEBUG] [MAG       ] HSAI: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:37.337186] [INFO ] [LOCAL     ] HSAI: Saved forecast.
[2025-12-29T20:36:37.337253] [INFO ] [main      ] HSAI: Signal=1 (Conf=90.0%), Magnitude=4.40% (Conf=63.9359%)
[2025-12-29T20:36:37.337603] [INFO ] [main      ] Fetching symbol history for PFD...
[2025-12-29T20:36:37.337655] [DEBUG] [REMOTE    ] PFD: Fetching historical data.
[2025-12-29T20:36:37.337664] [INFO ] [main      ] Progress: 370/403 forecasts completed (91.8%). HSAI finished in 0.7s. ETA: 5.6s. Rate: 350.75 forecasts/min
[2025-12-29T20:36:37.348240] [DEBUG] [REMOTE    ] PFD: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:37.349408] [DEBUG] [LOCAL     ] Loaded configuration for PFD: 3 features, N/A% accuracy
[2025-12-29T20:36:37.349459] [INFO ] [LOCAL     ] PFD: Loaded 3 optimal features with 37.59% confidence from JSON config
[2025-12-29T20:36:37.349489] [DEBUG] [MAG       ] Building data for symbol: PFD with lookback: 0
[2025-12-29T20:36:37.350307] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:37.350369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:37.352099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:37.352626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:37.355095] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:37.373587] [DEBUG] [MAG       ] DUKB: Last date is validated at 2025-12-29
[2025-12-29T20:36:37.375805] [DEBUG] [MAG       ] EG: Last date is validated at 2025-12-29
[2025-12-29T20:36:37.419785] [DEBUG] [MAG       ] CVAC: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:37.489730] [INFO ] [LOCAL     ] CVAC: Saved forecast.
[2025-12-29T20:36:37.489803] [INFO ] [main      ] CVAC: Signal=1 (Conf=90.0%), Magnitude=1.61% (Conf=53.8556%)
[2025-12-29T20:36:37.490182] [INFO ] [main      ] Fetching symbol history for CVEO...
[2025-12-29T20:36:37.490237] [DEBUG] [REMOTE    ] CVEO: Fetching historical data.
[2025-12-29T20:36:37.491673] [INFO ] [main      ] Progress: 371/403 forecasts completed (92.1%). CVAC finished in 0.7s. ETA: 5.5s. Rate: 350.84 forecasts/min
[2025-12-29T20:36:37.502693] [DEBUG] [REMOTE    ] CVEO: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:37.503837] [DEBUG] [LOCAL     ] Loaded configuration for CVEO: 2 features, N/A% accuracy
[2025-12-29T20:36:37.503895] [INFO ] [LOCAL     ] CVEO: Loaded 2 optimal features with 53.43% confidence from JSON config
[2025-12-29T20:36:37.503932] [DEBUG] [MAG       ] Building data for symbol: CVEO with lookback: 0
[2025-12-29T20:36:37.504817] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:36:37.504878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:37.510199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:37.511222] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:37.599145] [DEBUG] [MAG       ] DUKB: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:37.637243] [DEBUG] [MAG       ] EG: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:37.658991] [INFO ] [LOCAL     ] DUKB: Saved forecast.
[2025-12-29T20:36:37.659065] [INFO ] [main      ] DUKB: Signal=1 (Conf=90.0%), Magnitude=0.04% (Conf=44.2832%)
[2025-12-29T20:36:37.659406] [INFO ] [main      ] Fetching symbol history for ELVA...
[2025-12-29T20:36:37.659457] [DEBUG] [REMOTE    ] ELVA: Fetching historical data.
[2025-12-29T20:36:37.660647] [INFO ] [main      ] Progress: 372/403 forecasts completed (92.3%). DUKB finished in 0.7s. ETA: 5.3s. Rate: 350.85 forecasts/min
[2025-12-29T20:36:37.670682] [DEBUG] [REMOTE    ] ELVA: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:37.671729] [DEBUG] [LOCAL     ] Loaded configuration for ELVA: 4 features, N/A% accuracy
[2025-12-29T20:36:37.671780] [INFO ] [LOCAL     ] ELVA: Loaded 4 optimal features with 46.25% confidence from JSON config
[2025-12-29T20:36:37.671811] [DEBUG] [MAG       ] Building data for symbol: ELVA with lookback: 0
[2025-12-29T20:36:37.672602] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:37.672661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:37.674369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:37.674910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:37.675307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:37.676201] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:37.694180] [DEBUG] [MAG       ] PFD: Last date is validated at 2025-12-29
[2025-12-29T20:36:37.785827] [INFO ] [LOCAL     ] EG: Saved forecast.
[2025-12-29T20:36:37.785900] [INFO ] [main      ] EG: Signal=1 (Conf=90.0%), Magnitude=1.50% (Conf=56.4812%)
[2025-12-29T20:36:37.786087] [INFO ] [main      ] Fetching symbol history for SDA...
[2025-12-29T20:36:37.786139] [DEBUG] [REMOTE    ] SDA: Fetching historical data.
[2025-12-29T20:36:37.786914] [INFO ] [main      ] Progress: 373/403 forecasts completed (92.6%). EG finished in 0.8s. ETA: 5.1s. Rate: 351.10 forecasts/min
[2025-12-29T20:36:37.799385] [DEBUG] [REMOTE    ] SDA: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:37.800247] [DEBUG] [LOCAL     ] Loaded configuration for SDA: 2 features, N/A% accuracy
[2025-12-29T20:36:37.800303] [INFO ] [LOCAL     ] SDA: Loaded 2 optimal features with 52.26% confidence from JSON config
[2025-12-29T20:36:37.800336] [DEBUG] [MAG       ] Building data for symbol: SDA with lookback: 0
[2025-12-29T20:36:37.801223] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:36:37.801285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:37.806503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-29T20:36:37.808952] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:37.874081] [DEBUG] [MAG       ] PFD: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:37.879625] [DEBUG] [MAG       ] CVEO: Last date is validated at 2025-12-29
[2025-12-29T20:36:37.929332] [INFO ] [LOCAL     ] PFD: Saved forecast.
[2025-12-29T20:36:37.929403] [INFO ] [main      ] PFD: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=37.5869%)
[2025-12-29T20:36:37.929564] [INFO ] [main      ] Fetching symbol history for HPI...
[2025-12-29T20:36:37.929629] [DEBUG] [REMOTE    ] HPI: Fetching historical data.
[2025-12-29T20:36:37.930668] [INFO ] [main      ] Progress: 374/403 forecasts completed (92.8%). PFD finished in 0.6s. ETA: 5.0s. Rate: 351.25 forecasts/min
[2025-12-29T20:36:37.941161] [DEBUG] [REMOTE    ] HPI: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:37.941907] [DEBUG] [LOCAL     ] Loaded configuration for HPI: 3 features, N/A% accuracy
[2025-12-29T20:36:37.941959] [INFO ] [LOCAL     ] HPI: Loaded 3 optimal features with 47.14% confidence from JSON config
[2025-12-29T20:36:37.941993] [DEBUG] [MAG       ] Building data for symbol: HPI with lookback: 0
[2025-12-29T20:36:37.942816] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:37.942877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:37.947976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-29T20:36:37.949376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-29T20:36:37.950767] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:38.025416] [DEBUG] [MAG       ] ELVA: Last date is validated at 2025-12-29
[2025-12-29T20:36:38.046974] [DEBUG] [MAG       ] CVEO: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:38.125724] [INFO ] [LOCAL     ] CVEO: Saved forecast.
[2025-12-29T20:36:38.125803] [INFO ] [main      ] CVEO: Signal=1 (Conf=90.0%), Magnitude=-1.47% (Conf=53.4251%)
[2025-12-29T20:36:38.126161] [INFO ] [main      ] Fetching symbol history for ELME...
[2025-12-29T20:36:38.126214] [DEBUG] [REMOTE    ] ELME: Fetching historical data.
[2025-12-29T20:36:38.126669] [INFO ] [main      ] Progress: 375/403 forecasts completed (93.1%). CVEO finished in 0.6s. ETA: 4.8s. Rate: 351.11 forecasts/min
[2025-12-29T20:36:38.139558] [DEBUG] [REMOTE    ] ELME: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:38.140609] [DEBUG] [LOCAL     ] Loaded configuration for ELME: 5 features, N/A% accuracy
[2025-12-29T20:36:38.140663] [INFO ] [LOCAL     ] ELME: Loaded 5 optimal features with 51.44% confidence from JSON config
[2025-12-29T20:36:38.140696] [DEBUG] [MAG       ] Building data for symbol: ELME with lookback: 0
[2025-12-29T20:36:38.141500] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:36:38.141564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:38.143359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:38.143910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:38.144325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:36:38.192135] [DEBUG] [MAG       ] SDA: Last date is validated at 2025-12-29
[2025-12-29T20:36:38.193790] [DEBUG] [MAG       ] ELVA: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:38.253497] [INFO ] [LOCAL     ] ELVA: Saved forecast.
[2025-12-29T20:36:38.253587] [INFO ] [main      ] ELVA: Signal=1 (Conf=90.0%), Magnitude=1.36% (Conf=46.2536%)
[2025-12-29T20:36:38.254050] [INFO ] [main      ] Fetching symbol history for CXDO...
[2025-12-29T20:36:38.254103] [DEBUG] [REMOTE    ] CXDO: Fetching historical data.
[2025-12-29T20:36:38.254670] [INFO ] [main      ] Progress: 376/403 forecasts completed (93.3%). ELVA finished in 0.6s. ETA: 4.6s. Rate: 351.34 forecasts/min
[2025-12-29T20:36:38.256815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:36:38.266475] [DEBUG] [REMOTE    ] CXDO: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:38.268202] [DEBUG] [LOCAL     ] Loaded configuration for CXDO: 8 features, N/A% accuracy
[2025-12-29T20:36:38.268627] [INFO ] [LOCAL     ] CXDO: Loaded 8 optimal features with 38.37% confidence from JSON config
[2025-12-29T20:36:38.268665] [DEBUG] [MAG       ] Building data for symbol: CXDO with lookback: 0
[2025-12-29T20:36:38.269596] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-29T20:36:38.269674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:38.271441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:38.272017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:38.272440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:36:38.298961] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:38.304311] [DEBUG] [MAG       ] HPI: Last date is validated at 2025-12-29
[2025-12-29T20:36:38.312397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-29T20:36:38.313487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-29T20:36:38.318003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-29T20:36:38.319466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-29T20:36:38.320112] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:38.373763] [DEBUG] [MAG       ] SDA: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:38.445503] [INFO ] [LOCAL     ] SDA: Saved forecast.
[2025-12-29T20:36:38.445568] [INFO ] [main      ] SDA: Signal=1 (Conf=90.0%), Magnitude=1.63% (Conf=52.2565%)
[2025-12-29T20:36:38.445950] [INFO ] [main      ] Progress: 377/403 forecasts completed (93.5%). SDA finished in 0.7s. ETA: 4.4s. Rate: 351.23 forecasts/min
[2025-12-29T20:36:38.446073] [INFO ] [main      ] Fetching symbol history for BAP...
[2025-12-29T20:36:38.446117] [DEBUG] [REMOTE    ] BAP: Fetching historical data.
[2025-12-29T20:36:38.458623] [DEBUG] [REMOTE    ] BAP: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:38.459777] [DEBUG] [LOCAL     ] Loaded configuration for BAP: 10 features, N/A% accuracy
[2025-12-29T20:36:38.459830] [INFO ] [LOCAL     ] BAP: Loaded 10 optimal features with 50.15% confidence from JSON config
[2025-12-29T20:36:38.459870] [DEBUG] [MAG       ] Building data for symbol: BAP with lookback: 0
[2025-12-29T20:36:38.460684] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-29T20:36:38.460749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:38.465554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:38.467374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:38.467873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:38.468456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:36:38.469405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-29T20:36:38.470268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-29T20:36:38.471366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-29T20:36:38.472468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:38.472934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-29T20:36:38.474977] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:38.531050] [DEBUG] [MAG       ] HPI: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:38.589438] [INFO ] [LOCAL     ] HPI: Saved forecast.
[2025-12-29T20:36:38.589505] [INFO ] [main      ] HPI: Signal=1 (Conf=90.0%), Magnitude=-0.60% (Conf=47.1354%)
[2025-12-29T20:36:38.589914] [INFO ] [main      ] Fetching symbol history for ASTL...
[2025-12-29T20:36:38.589967] [DEBUG] [REMOTE    ] ASTL: Fetching historical data.
[2025-12-29T20:36:38.590658] [INFO ] [main      ] Progress: 378/403 forecasts completed (93.8%). HPI finished in 0.7s. ETA: 4.3s. Rate: 351.37 forecasts/min
[2025-12-29T20:36:38.600742] [DEBUG] [REMOTE    ] ASTL: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:38.601652] [DEBUG] [LOCAL     ] Loaded configuration for ASTL: 2 features, N/A% accuracy
[2025-12-29T20:36:38.601704] [INFO ] [LOCAL     ] ASTL: Loaded 2 optimal features with 56.31% confidence from JSON config
[2025-12-29T20:36:38.601735] [DEBUG] [MAG       ] Building data for symbol: ASTL with lookback: 0
[2025-12-29T20:36:38.602519] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:36:38.602599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:38.603324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-29T20:36:38.603994] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:38.640299] [DEBUG] [MAG       ] ELME: Last date is validated at 2025-12-29
[2025-12-29T20:36:38.671560] [DEBUG] [MAG       ] CXDO: Last date is validated at 2025-12-29
[2025-12-29T20:36:38.817640] [DEBUG] [MAG       ] ELME: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:38.824311] [DEBUG] [MAG       ] BAP: Last date is validated at 2025-12-29
[2025-12-29T20:36:38.849399] [DEBUG] [MAG       ] CXDO: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:38.881505] [INFO ] [LOCAL     ] ELME: Saved forecast.
[2025-12-29T20:36:38.881601] [INFO ] [main      ] ELME: Signal=1 (Conf=90.0%), Magnitude=-0.14% (Conf=51.4368%)
[2025-12-29T20:36:38.881969] [INFO ] [main      ] Fetching symbol history for GLTO...
[2025-12-29T20:36:38.882020] [DEBUG] [REMOTE    ] GLTO: Fetching historical data.
[2025-12-29T20:36:38.882664] [INFO ] [main      ] Progress: 379/403 forecasts completed (94.0%). ELME finished in 0.8s. ETA: 4.1s. Rate: 350.72 forecasts/min
[2025-12-29T20:36:38.893515] [DEBUG] [REMOTE    ] GLTO: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:38.894508] [DEBUG] [LOCAL     ] Loaded configuration for GLTO: 9 features, N/A% accuracy
[2025-12-29T20:36:38.894560] [INFO ] [LOCAL     ] GLTO: Loaded 9 optimal features with 61.92% confidence from JSON config
[2025-12-29T20:36:38.894628] [DEBUG] [MAG       ] Building data for symbol: GLTO with lookback: 0
[2025-12-29T20:36:38.895468] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-29T20:36:38.895548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:38.900859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:38.901729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:38.902567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:36:38.916021] [INFO ] [LOCAL     ] CXDO: Saved forecast.
[2025-12-29T20:36:38.916090] [INFO ] [main      ] CXDO: Signal=1 (Conf=90.0%), Magnitude=-2.47% (Conf=38.3656%)
[2025-12-29T20:36:38.916412] [INFO ] [main      ] Fetching symbol history for GME...
[2025-12-29T20:36:38.916461] [DEBUG] [REMOTE    ] GME: Fetching historical data.
[2025-12-29T20:36:38.917355] [INFO ] [main      ] Progress: 380/403 forecasts completed (94.3%). CXDO finished in 0.7s. ETA: 3.9s. Rate: 351.45 forecasts/min
[2025-12-29T20:36:38.928679] [DEBUG] [REMOTE    ] GME: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:38.929531] [DEBUG] [LOCAL     ] Loaded configuration for GME: 4 features, N/A% accuracy
[2025-12-29T20:36:38.929600] [INFO ] [LOCAL     ] GME: Loaded 4 optimal features with 51.00% confidence from JSON config
[2025-12-29T20:36:38.929634] [DEBUG] [MAG       ] Building data for symbol: GME with lookback: 0
[2025-12-29T20:36:38.930403] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:38.930463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:38.935503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:38.937600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:38.938090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:38.938486] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:38.946325] [DEBUG] [MAG       ] ASTL: Last date is validated at 2025-12-29
[2025-12-29T20:36:38.950084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-29T20:36:38.951604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-29T20:36:38.953911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-29T20:36:38.955314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-29T20:36:38.956489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-29T20:36:38.959613] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:38.998751] [DEBUG] [MAG       ] BAP: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:39.115610] [DEBUG] [MAG       ] ASTL: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:39.131284] [INFO ] [LOCAL     ] BAP: Saved forecast.
[2025-12-29T20:36:39.131354] [INFO ] [main      ] BAP: Signal=1 (Conf=90.0%), Magnitude=-1.66% (Conf=50.152%)
[2025-12-29T20:36:39.131903] [INFO ] [main      ] Fetching symbol history for ENVX...
[2025-12-29T20:36:39.131950] [DEBUG] [REMOTE    ] ENVX: Fetching historical data.
[2025-12-29T20:36:39.132905] [INFO ] [main      ] Progress: 381/403 forecasts completed (94.5%). BAP finished in 0.7s. ETA: 3.8s. Rate: 351.21 forecasts/min
[2025-12-29T20:36:39.143910] [DEBUG] [REMOTE    ] ENVX: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:39.145009] [DEBUG] [LOCAL     ] Loaded configuration for ENVX: 5 features, N/A% accuracy
[2025-12-29T20:36:39.145063] [INFO ] [LOCAL     ] ENVX: Loaded 5 optimal features with 61.85% confidence from JSON config
[2025-12-29T20:36:39.145096] [DEBUG] [MAG       ] Building data for symbol: ENVX with lookback: 0
[2025-12-29T20:36:39.145951] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:36:39.146019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:39.147801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:39.148335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:39.150893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-29T20:36:39.151740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-29T20:36:39.152385] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:39.175261] [INFO ] [LOCAL     ] ASTL: Saved forecast.
[2025-12-29T20:36:39.175330] [INFO ] [main      ] ASTL: Signal=1 (Conf=90.0%), Magnitude=4.42% (Conf=56.3068%)
[2025-12-29T20:36:39.175686] [INFO ] [main      ] Fetching symbol history for HPF...
[2025-12-29T20:36:39.175736] [DEBUG] [REMOTE    ] HPF: Fetching historical data.
[2025-12-29T20:36:39.176665] [INFO ] [main      ] Progress: 382/403 forecasts completed (94.8%). ASTL finished in 0.6s. ETA: 3.6s. Rate: 351.90 forecasts/min
[2025-12-29T20:36:39.186736] [DEBUG] [REMOTE    ] HPF: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:39.187429] [DEBUG] [LOCAL     ] Loaded configuration for HPF: 8 features, N/A% accuracy
[2025-12-29T20:36:39.187477] [INFO ] [LOCAL     ] HPF: Loaded 8 optimal features with 56.59% confidence from JSON config
[2025-12-29T20:36:39.187508] [DEBUG] [MAG       ] Building data for symbol: HPF with lookback: 0
[2025-12-29T20:36:39.188287] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-29T20:36:39.188352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:39.193231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:39.194059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:39.196431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-29T20:36:39.197252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-29T20:36:39.199672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-29T20:36:39.200444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-29T20:36:39.203275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-29T20:36:39.204042] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:39.286499] [DEBUG] [MAG       ] GME: Last date is validated at 2025-12-29
[2025-12-29T20:36:39.337173] [DEBUG] [MAG       ] GLTO: Last date is validated at 2025-12-29
[2025-12-29T20:36:39.455953] [DEBUG] [MAG       ] GME: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:39.489900] [DEBUG] [MAG       ] ENVX: Last date is validated at 2025-12-29
[2025-12-29T20:36:39.511233] [DEBUG] [MAG       ] GLTO: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:39.542888] [DEBUG] [MAG       ] HPF: Last date is validated at 2025-12-29
[2025-12-29T20:36:39.545716] [INFO ] [LOCAL     ] GME: Saved forecast.
[2025-12-29T20:36:39.545782] [INFO ] [main      ] GME: Signal=1 (Conf=90.0%), Magnitude=3.54% (Conf=51.0035%)
[2025-12-29T20:36:39.546140] [INFO ] [main      ] Progress: 383/403 forecasts completed (95.0%). GME finished in 0.6s. ETA: 3.4s. Rate: 350.83 forecasts/min
[2025-12-29T20:36:39.546318] [INFO ] [main      ] Fetching symbol history for AVK...
[2025-12-29T20:36:39.546365] [DEBUG] [REMOTE    ] AVK: Fetching historical data.
[2025-12-29T20:36:39.558007] [DEBUG] [REMOTE    ] AVK: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:39.560802] [DEBUG] [LOCAL     ] Loaded configuration for AVK: 1 features, N/A% accuracy
[2025-12-29T20:36:39.560856] [INFO ] [LOCAL     ] AVK: Loaded 1 optimal features with 46.06% confidence from JSON config
[2025-12-29T20:36:39.560888] [DEBUG] [MAG       ] Building data for symbol: AVK with lookback: 0
[2025-12-29T20:36:39.561702] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-29T20:36:39.561761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:39.566772] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:39.637092] [INFO ] [LOCAL     ] GLTO: Saved forecast.
[2025-12-29T20:36:39.637159] [INFO ] [main      ] GLTO: Signal=1 (Conf=90.0%), Magnitude=0.20% (Conf=61.9164%)
[2025-12-29T20:36:39.637625] [INFO ] [main      ] Fetching symbol history for ALVO...
[2025-12-29T20:36:39.637680] [DEBUG] [REMOTE    ] ALVO: Fetching historical data.
[2025-12-29T20:36:39.637640] [INFO ] [main      ] Progress: 384/403 forecasts completed (95.3%). GLTO finished in 0.8s. ETA: 3.2s. Rate: 351.25 forecasts/min
[2025-12-29T20:36:39.649705] [DEBUG] [REMOTE    ] ALVO: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:39.651333] [DEBUG] [LOCAL     ] Loaded configuration for ALVO: 2 features, N/A% accuracy
[2025-12-29T20:36:39.651391] [INFO ] [LOCAL     ] ALVO: Loaded 2 optimal features with 47.86% confidence from JSON config
[2025-12-29T20:36:39.651422] [DEBUG] [MAG       ] Building data for symbol: ALVO with lookback: 0
[2025-12-29T20:36:39.652303] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:36:39.652362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:39.657315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-29T20:36:39.658189] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:39.696273] [DEBUG] [MAG       ] ENVX: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:39.714284] [DEBUG] [MAG       ] HPF: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:39.783496] [INFO ] [LOCAL     ] HPF: Saved forecast.
[2025-12-29T20:36:39.783587] [INFO ] [main      ] HPF: Signal=1 (Conf=90.0%), Magnitude=-0.37% (Conf=56.5912%)
[2025-12-29T20:36:39.783943] [INFO ] [main      ] Fetching symbol history for GEN...
[2025-12-29T20:36:39.783994] [DEBUG] [REMOTE    ] GEN: Fetching historical data.
[2025-12-29T20:36:39.784668] [INFO ] [main      ] Progress: 385/403 forecasts completed (95.5%). HPF finished in 0.6s. ETA: 3.1s. Rate: 351.38 forecasts/min
[2025-12-29T20:36:39.791343] [INFO ] [LOCAL     ] ENVX: Saved forecast.
[2025-12-29T20:36:39.791431] [INFO ] [main      ] ENVX: Signal=1 (Conf=90.0%), Magnitude=-6.97% (Conf=61.8475%)
[2025-12-29T20:36:39.792020] [INFO ] [main      ] Fetching symbol history for SATS...
[2025-12-29T20:36:39.792080] [DEBUG] [REMOTE    ] SATS: Fetching historical data.
[2025-12-29T20:36:39.792664] [INFO ] [main      ] Progress: 386/403 forecasts completed (95.8%). ENVX finished in 0.7s. ETA: 2.9s. Rate: 352.25 forecasts/min
[2025-12-29T20:36:39.794495] [DEBUG] [REMOTE    ] GEN: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:39.796049] [DEBUG] [LOCAL     ] Loaded configuration for GEN: 6 features, N/A% accuracy
[2025-12-29T20:36:39.796133] [INFO ] [LOCAL     ] GEN: Loaded 6 optimal features with 51.32% confidence from JSON config
[2025-12-29T20:36:39.796167] [DEBUG] [MAG       ] Building data for symbol: GEN with lookback: 0
[2025-12-29T20:36:39.796952] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:36:39.797014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:39.801889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:36:39.805727] [DEBUG] [REMOTE    ] SATS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:39.806531] [DEBUG] [LOCAL     ] Loaded configuration for SATS: 6 features, N/A% accuracy
[2025-12-29T20:36:39.806620] [INFO ] [LOCAL     ] SATS: Loaded 6 optimal features with 65.58% confidence from JSON config
[2025-12-29T20:36:39.806659] [DEBUG] [MAG       ] Building data for symbol: SATS with lookback: 0
[2025-12-29T20:36:39.807644] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:36:39.807729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:39.813379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-29T20:36:39.814317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-29T20:36:39.815369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:39.818415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-29T20:36:39.819969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-29T20:36:39.822311] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:39.917660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-29T20:36:39.918734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-29T20:36:39.919451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-29T20:36:39.922478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-29T20:36:39.925915] [DEBUG] [MAG       ] AVK: Last date is validated at 2025-12-29
[2025-12-29T20:36:39.938844] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:39.997216] [DEBUG] [MAG       ] ALVO: Last date is validated at 2025-12-29
[2025-12-29T20:36:40.095281] [DEBUG] [MAG       ] AVK: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:40.149557] [INFO ] [LOCAL     ] AVK: Saved forecast.
[2025-12-29T20:36:40.149650] [INFO ] [main      ] AVK: Signal=1 (Conf=90.0%), Magnitude=0.43% (Conf=46.0566%)
[2025-12-29T20:36:40.149806] [INFO ] [main      ] Fetching symbol history for ENB...
[2025-12-29T20:36:40.149852] [DEBUG] [REMOTE    ] ENB: Fetching historical data.
[2025-12-29T20:36:40.150897] [INFO ] [main      ] Progress: 387/403 forecasts completed (96.0%). AVK finished in 0.6s. ETA: 2.7s. Rate: 351.25 forecasts/min
[2025-12-29T20:36:40.161405] [DEBUG] [REMOTE    ] ENB: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:40.162430] [DEBUG] [LOCAL     ] Loaded configuration for ENB: 4 features, N/A% accuracy
[2025-12-29T20:36:40.162480] [INFO ] [LOCAL     ] ENB: Loaded 4 optimal features with 50.89% confidence from JSON config
[2025-12-29T20:36:40.162511] [DEBUG] [MAG       ] Building data for symbol: ENB with lookback: 0
[2025-12-29T20:36:40.163297] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:40.163356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:40.165092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:40.165625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:36:40.166896] [DEBUG] [MAG       ] ALVO: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:40.215226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-29T20:36:40.217501] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:40.235166] [INFO ] [LOCAL     ] ALVO: Saved forecast.
[2025-12-29T20:36:40.235239] [INFO ] [main      ] ALVO: Signal=1 (Conf=90.0%), Magnitude=-4.95% (Conf=47.8626%)
[2025-12-29T20:36:40.235599] [INFO ] [main      ] Fetching symbol history for PUK...
[2025-12-29T20:36:40.235651] [DEBUG] [REMOTE    ] PUK: Fetching historical data.
[2025-12-29T20:36:40.235658] [INFO ] [main      ] Progress: 388/403 forecasts completed (96.3%). ALVO finished in 0.6s. ETA: 2.6s. Rate: 351.71 forecasts/min
[2025-12-29T20:36:40.248135] [DEBUG] [REMOTE    ] PUK: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:40.249282] [DEBUG] [LOCAL     ] Loaded configuration for PUK: 4 features, N/A% accuracy
[2025-12-29T20:36:40.249346] [INFO ] [LOCAL     ] PUK: Loaded 4 optimal features with 47.51% confidence from JSON config
[2025-12-29T20:36:40.249379] [DEBUG] [MAG       ] Building data for symbol: PUK with lookback: 0
[2025-12-29T20:36:40.250278] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:40.250340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:40.252128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:40.252705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:40.253098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-29T20:36:40.257413] [DEBUG] [MAG       ] SATS: Last date is validated at 2025-12-29
[2025-12-29T20:36:40.294838] [DEBUG] [MAG       ] GEN: Last date is validated at 2025-12-29
[2025-12-29T20:36:40.329110] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:40.442429] [DEBUG] [MAG       ] SATS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:40.465131] [DEBUG] [MAG       ] GEN: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:40.555275] [INFO ] [LOCAL     ] GEN: Saved forecast.
[2025-12-29T20:36:40.555355] [INFO ] [main      ] GEN: Signal=1 (Conf=90.0%), Magnitude=0.66% (Conf=51.32%)
[2025-12-29T20:36:40.555728] [INFO ] [main      ] Fetching symbol history for ARMK...
[2025-12-29T20:36:40.555780] [DEBUG] [REMOTE    ] ARMK: Fetching historical data.
[2025-12-29T20:36:40.556632] [INFO ] [main      ] Progress: 389/403 forecasts completed (96.5%). GEN finished in 0.8s. ETA: 2.4s. Rate: 350.91 forecasts/min
[2025-12-29T20:36:40.564214] [DEBUG] [MAG       ] ENB: Last date is validated at 2025-12-29
[2025-12-29T20:36:40.566840] [DEBUG] [REMOTE    ] ARMK: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:40.567861] [DEBUG] [LOCAL     ] Loaded configuration for ARMK: 5 features, N/A% accuracy
[2025-12-29T20:36:40.567918] [INFO ] [LOCAL     ] ARMK: Loaded 5 optimal features with 51.73% confidence from JSON config
[2025-12-29T20:36:40.567948] [DEBUG] [MAG       ] Building data for symbol: ARMK with lookback: 0
[2025-12-29T20:36:40.568787] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:36:40.568849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:40.570549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:40.571083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:40.571472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:40.573969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-29T20:36:40.575628] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:40.586550] [INFO ] [LOCAL     ] SATS: Saved forecast.
[2025-12-29T20:36:40.586636] [INFO ] [main      ] SATS: Signal=1 (Conf=90.0%), Magnitude=-1.08% (Conf=65.5803%)
[2025-12-29T20:36:40.587030] [INFO ] [main      ] Fetching symbol history for RCS...
[2025-12-29T20:36:40.587079] [DEBUG] [REMOTE    ] RCS: Fetching historical data.
[2025-12-29T20:36:40.587927] [INFO ] [main      ] Progress: 390/403 forecasts completed (96.8%). SATS finished in 0.8s. ETA: 2.2s. Rate: 351.65 forecasts/min
[2025-12-29T20:36:40.599279] [DEBUG] [REMOTE    ] RCS: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:40.600199] [DEBUG] [LOCAL     ] Loaded configuration for RCS: 8 features, N/A% accuracy
[2025-12-29T20:36:40.600250] [INFO ] [LOCAL     ] RCS: Loaded 8 optimal features with 42.40% confidence from JSON config
[2025-12-29T20:36:40.600280] [DEBUG] [MAG       ] Building data for symbol: RCS with lookback: 0
[2025-12-29T20:36:40.601143] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-29T20:36:40.601208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:40.606266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:40.608204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:40.608718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:40.609140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-29T20:36:40.649752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:36:40.651022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-29T20:36:40.667302] [DEBUG] [MAG       ] PUK: Last date is validated at 2025-12-29
[2025-12-29T20:36:40.699769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-29T20:36:40.702714] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:40.749170] [DEBUG] [MAG       ] ENB: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:40.828030] [INFO ] [LOCAL     ] ENB: Saved forecast.
[2025-12-29T20:36:40.828107] [INFO ] [main      ] ENB: Signal=1 (Conf=90.0%), Magnitude=1.57% (Conf=50.8925%)
[2025-12-29T20:36:40.828589] [INFO ] [main      ] Fetching symbol history for HERO...
[2025-12-29T20:36:40.828656] [DEBUG] [REMOTE    ] HERO: Fetching historical data.
[2025-12-29T20:36:40.828657] [INFO ] [main      ] Progress: 391/403 forecasts completed (97.0%). ENB finished in 0.7s. ETA: 2.0s. Rate: 351.28 forecasts/min
[2025-12-29T20:36:40.835871] [DEBUG] [MAG       ] PUK: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:40.840344] [DEBUG] [REMOTE    ] HERO: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:40.841591] [DEBUG] [LOCAL     ] Loaded configuration for HERO: 3 features, N/A% accuracy
[2025-12-29T20:36:40.841652] [INFO ] [LOCAL     ] HERO: Loaded 3 optimal features with 48.90% confidence from JSON config
[2025-12-29T20:36:40.841684] [DEBUG] [MAG       ] Building data for symbol: HERO with lookback: 0
[2025-12-29T20:36:40.842506] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-29T20:36:40.842566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:40.847829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-29T20:36:40.850185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-29T20:36:40.853092] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:40.903439] [INFO ] [LOCAL     ] PUK: Saved forecast.
[2025-12-29T20:36:40.903507] [INFO ] [main      ] PUK: Signal=1 (Conf=90.0%), Magnitude=-1.85% (Conf=47.5106%)
[2025-12-29T20:36:40.903864] [INFO ] [main      ] Fetching symbol history for XOMA...
[2025-12-29T20:36:40.903916] [DEBUG] [REMOTE    ] XOMA: Fetching historical data.
[2025-12-29T20:36:40.904628] [INFO ] [main      ] Progress: 392/403 forecasts completed (97.3%). PUK finished in 0.7s. ETA: 1.9s. Rate: 351.78 forecasts/min
[2025-12-29T20:36:40.914846] [DEBUG] [REMOTE    ] XOMA: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:40.917686] [DEBUG] [LOCAL     ] Loaded configuration for XOMA: 6 features, N/A% accuracy
[2025-12-29T20:36:40.917745] [INFO ] [LOCAL     ] XOMA: Loaded 6 optimal features with 41.11% confidence from JSON config
[2025-12-29T20:36:40.917778] [DEBUG] [MAG       ] Building data for symbol: XOMA with lookback: 0
[2025-12-29T20:36:40.918615] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:36:40.918678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:40.920453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:40.920991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-29T20:36:40.926941] [DEBUG] [MAG       ] ARMK: Last date is validated at 2025-12-29
[2025-12-29T20:36:41.037544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:36:41.038874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-29T20:36:41.039951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-29T20:36:41.045125] [DEBUG] [MAG       ] RCS: Last date is validated at 2025-12-29
[2025-12-29T20:36:41.058480] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:41.115351] [DEBUG] [MAG       ] ARMK: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:41.203256] [INFO ] [LOCAL     ] ARMK: Saved forecast.
[2025-12-29T20:36:41.203344] [INFO ] [main      ] ARMK: Signal=1 (Conf=90.0%), Magnitude=0.11% (Conf=51.7312%)
[2025-12-29T20:36:41.203788] [INFO ] [main      ] Fetching symbol history for CZWI...
[2025-12-29T20:36:41.203866] [DEBUG] [REMOTE    ] CZWI: Fetching historical data.
[2025-12-29T20:36:41.205659] [INFO ] [main      ] Progress: 393/403 forecasts completed (97.5%). ARMK finished in 0.6s. ETA: 1.7s. Rate: 351.09 forecasts/min
[2025-12-29T20:36:41.216757] [DEBUG] [REMOTE    ] CZWI: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:41.217874] [DEBUG] [LOCAL     ] Loaded configuration for CZWI: 5 features, N/A% accuracy
[2025-12-29T20:36:41.217934] [INFO ] [LOCAL     ] CZWI: Loaded 5 optimal features with 52.49% confidence from JSON config
[2025-12-29T20:36:41.217966] [DEBUG] [MAG       ] Building data for symbol: CZWI with lookback: 0
[2025-12-29T20:36:41.218908] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:36:41.218974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:41.220969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:41.221653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:41.221963] [DEBUG] [MAG       ] RCS: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:41.222098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:36:41.223105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-29T20:36:41.224386] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:41.236111] [DEBUG] [MAG       ] HERO: Last date is validated at 2025-12-29
[2025-12-29T20:36:41.286379] [INFO ] [LOCAL     ] RCS: Saved forecast.
[2025-12-29T20:36:41.286446] [INFO ] [main      ] RCS: Signal=1 (Conf=90.0%), Magnitude=-1.84% (Conf=42.3952%)
[2025-12-29T20:36:41.286775] [INFO ] [main      ] Fetching symbol history for STTK...
[2025-12-29T20:36:41.286826] [DEBUG] [REMOTE    ] STTK: Fetching historical data.
[2025-12-29T20:36:41.287716] [INFO ] [main      ] Progress: 394/403 forecasts completed (97.8%). RCS finished in 0.7s. ETA: 1.5s. Rate: 351.56 forecasts/min
[2025-12-29T20:36:41.299174] [DEBUG] [REMOTE    ] STTK: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:41.300065] [DEBUG] [LOCAL     ] Loaded configuration for STTK: 7 features, N/A% accuracy
[2025-12-29T20:36:41.300116] [INFO ] [LOCAL     ] STTK: Loaded 7 optimal features with 58.63% confidence from JSON config
[2025-12-29T20:36:41.300147] [DEBUG] [MAG       ] Building data for symbol: STTK with lookback: 0
[2025-12-29T20:36:41.300947] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-29T20:36:41.301012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:41.305887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:41.307739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-29T20:36:41.308224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:41.308684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-29T20:36:41.311098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-29T20:36:41.311762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-29T20:36:41.313119] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:41.398009] [DEBUG] [MAG       ] XOMA: Last date is validated at 2025-12-29
[2025-12-29T20:36:41.421108] [DEBUG] [MAG       ] HERO: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:41.495428] [INFO ] [LOCAL     ] HERO: Saved forecast.
[2025-12-29T20:36:41.495502] [INFO ] [main      ] HERO: Signal=1 (Conf=90.0%), Magnitude=1.40% (Conf=48.9021%)
[2025-12-29T20:36:41.495854] [INFO ] [main      ] Fetching symbol history for PLRX...
[2025-12-29T20:36:41.495905] [DEBUG] [REMOTE    ] PLRX: Fetching historical data.
[2025-12-29T20:36:41.496654] [INFO ] [main      ] Progress: 395/403 forecasts completed (98.0%). HERO finished in 0.7s. ETA: 1.4s. Rate: 351.36 forecasts/min
[2025-12-29T20:36:41.508419] [DEBUG] [REMOTE    ] PLRX: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:41.509331] [DEBUG] [LOCAL     ] Loaded configuration for PLRX: 1 features, N/A% accuracy
[2025-12-29T20:36:41.509381] [INFO ] [LOCAL     ] PLRX: Loaded 1 optimal features with 37.30% confidence from JSON config
[2025-12-29T20:36:41.509412] [DEBUG] [MAG       ] Building data for symbol: PLRX with lookback: 0
[2025-12-29T20:36:41.510224] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-29T20:36:41.510283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-29T20:36:41.511333] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:41.573806] [DEBUG] [MAG       ] XOMA: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:41.594634] [DEBUG] [MAG       ] CZWI: Last date is validated at 2025-12-29
[2025-12-29T20:36:41.656132] [DEBUG] [MAG       ] STTK: Last date is validated at 2025-12-29
[2025-12-29T20:36:41.671122] [INFO ] [LOCAL     ] XOMA: Saved forecast.
[2025-12-29T20:36:41.671200] [INFO ] [main      ] XOMA: Signal=1 (Conf=90.0%), Magnitude=-0.38% (Conf=41.1081%)
[2025-12-29T20:36:41.671593] [INFO ] [main      ] Fetching symbol history for ETSY...
[2025-12-29T20:36:41.671647] [DEBUG] [REMOTE    ] ETSY: Fetching historical data.
[2025-12-29T20:36:41.671669] [INFO ] [main      ] Progress: 396/403 forecasts completed (98.3%). XOMA finished in 0.8s. ETA: 1.2s. Rate: 351.34 forecasts/min
[2025-12-29T20:36:41.683391] [DEBUG] [REMOTE    ] ETSY: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:41.684404] [DEBUG] [LOCAL     ] Loaded configuration for ETSY: 2 features, N/A% accuracy
[2025-12-29T20:36:41.684462] [INFO ] [LOCAL     ] ETSY: Loaded 2 optimal features with 56.70% confidence from JSON config
[2025-12-29T20:36:41.684495] [DEBUG] [MAG       ] Building data for symbol: ETSY with lookback: 0
[2025-12-29T20:36:41.685335] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-29T20:36:41.685396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-29T20:36:41.686037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-29T20:36:41.687834] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:41.783127] [DEBUG] [MAG       ] CZWI: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:41.824807] [DEBUG] [MAG       ] STTK: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:41.848450] [DEBUG] [MAG       ] PLRX: Last date is validated at 2025-12-29
[2025-12-29T20:36:41.851315] [INFO ] [LOCAL     ] CZWI: Saved forecast.
[2025-12-29T20:36:41.851386] [INFO ] [main      ] CZWI: Signal=1 (Conf=90.0%), Magnitude=-0.47% (Conf=52.4915%)
[2025-12-29T20:36:41.851780] [INFO ] [main      ] Fetching symbol history for DOMO...
[2025-12-29T20:36:41.851836] [DEBUG] [REMOTE    ] DOMO: Fetching historical data.
[2025-12-29T20:36:41.851812] [INFO ] [main      ] Progress: 397/403 forecasts completed (98.5%). CZWI finished in 0.6s. ETA: 1.0s. Rate: 351.29 forecasts/min
[2025-12-29T20:36:41.865214] [DEBUG] [REMOTE    ] DOMO: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:41.867018] [DEBUG] [LOCAL     ] Loaded configuration for DOMO: 6 features, N/A% accuracy
[2025-12-29T20:36:41.867078] [INFO ] [LOCAL     ] DOMO: Loaded 6 optimal features with 74.06% confidence from JSON config
[2025-12-29T20:36:41.867110] [DEBUG] [MAG       ] Building data for symbol: DOMO with lookback: 0
[2025-12-29T20:36:41.868383] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-29T20:36:41.868463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-29T20:36:41.874363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-29T20:36:41.875808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-29T20:36:41.886801] [INFO ] [LOCAL     ] STTK: Saved forecast.
[2025-12-29T20:36:41.886870] [INFO ] [main      ] STTK: Signal=1 (Conf=90.0%), Magnitude=0.67% (Conf=58.6258%)
[2025-12-29T20:36:41.887192] [INFO ] [main      ] Fetching symbol history for REAX...
[2025-12-29T20:36:41.887242] [DEBUG] [REMOTE    ] REAX: Fetching historical data.
[2025-12-29T20:36:41.888096] [INFO ] [main      ] Progress: 398/403 forecasts completed (98.8%). STTK finished in 0.6s. ETA: 0.9s. Rate: 351.98 forecasts/min
[2025-12-29T20:36:41.899213] [DEBUG] [REMOTE    ] REAX: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:41.900129] [DEBUG] [LOCAL     ] Loaded configuration for REAX: 5 features, N/A% accuracy
[2025-12-29T20:36:41.900501] [INFO ] [LOCAL     ] REAX: Loaded 5 optimal features with 53.25% confidence from JSON config
[2025-12-29T20:36:41.900535] [DEBUG] [MAG       ] Building data for symbol: REAX with lookback: 0
[2025-12-29T20:36:41.901347] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-29T20:36:41.901409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-29T20:36:41.902353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-29T20:36:41.903638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-29T20:36:41.907967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-29T20:36:41.910034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-29T20:36:41.925279] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:41.955020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-29T20:36:41.955925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-29T20:36:41.957023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-29T20:36:41.958685] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:42.018362] [DEBUG] [MAG       ] PLRX: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:42.032654] [DEBUG] [MAG       ] ETSY: Last date is validated at 2025-12-29
[2025-12-29T20:36:42.168134] [INFO ] [LOCAL     ] PLRX: Saved forecast.
[2025-12-29T20:36:42.168206] [INFO ] [main      ] PLRX: Signal=1 (Conf=90.0%), Magnitude=-13.30% (Conf=37.298%)
[2025-12-29T20:36:42.168566] [INFO ] [main      ] Fetching symbol history for MCO...
[2025-12-29T20:36:42.168638] [DEBUG] [REMOTE    ] MCO: Fetching historical data.
[2025-12-29T20:36:42.168660] [INFO ] [main      ] Progress: 399/403 forecasts completed (99.0%). PLRX finished in 0.7s. ETA: 0.7s. Rate: 351.41 forecasts/min
[2025-12-29T20:36:42.183308] [DEBUG] [REMOTE    ] MCO: Successfully parsed 300 rows of historical data.
[2025-12-29T20:36:42.184244] [DEBUG] [LOCAL     ] Loaded configuration for MCO: 4 features, N/A% accuracy
[2025-12-29T20:36:42.184313] [INFO ] [LOCAL     ] MCO: Loaded 4 optimal features with 45.59% confidence from JSON config
[2025-12-29T20:36:42.184353] [DEBUG] [MAG       ] Building data for symbol: MCO with lookback: 0
[2025-12-29T20:36:42.185287] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-29T20:36:42.185350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-29T20:36:42.187349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-29T20:36:42.187963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-29T20:36:42.188430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-29T20:36:42.190668] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-29T20:36:42.204053] [DEBUG] [MAG       ] ETSY: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:42.263631] [DEBUG] [MAG       ] REAX: Last date is validated at 2025-12-29
[2025-12-29T20:36:42.294129] [DEBUG] [MAG       ] DOMO: Last date is validated at 2025-12-29
[2025-12-29T20:36:42.301632] [INFO ] [LOCAL     ] ETSY: Saved forecast.
[2025-12-29T20:36:42.301701] [INFO ] [main      ] ETSY: Signal=1 (Conf=90.0%), Magnitude=4.08% (Conf=56.7039%)
[2025-12-29T20:36:42.302070] [INFO ] [main      ] Progress: 400/403 forecasts completed (99.3%). ETSY finished in 0.6s. ETA: 0.5s. Rate: 351.61 forecasts/min
[2025-12-29T20:36:42.431365] [DEBUG] [MAG       ] REAX: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:42.465944] [DEBUG] [MAG       ] DOMO: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:42.499453] [INFO ] [LOCAL     ] REAX: Saved forecast.
[2025-12-29T20:36:42.499520] [INFO ] [main      ] REAX: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=53.2527%)
[2025-12-29T20:36:42.500002] [INFO ] [main      ] Progress: 401/403 forecasts completed (99.5%). REAX finished in 0.6s. ETA: 0.3s. Rate: 351.47 forecasts/min
[2025-12-29T20:36:42.547399] [INFO ] [LOCAL     ] DOMO: Saved forecast.
[2025-12-29T20:36:42.547471] [INFO ] [main      ] DOMO: Signal=1 (Conf=90.0%), Magnitude=-4.40% (Conf=74.0614%)
[2025-12-29T20:36:42.548110] [DEBUG] [MAG       ] MCO: Last date is validated at 2025-12-29
[2025-12-29T20:36:42.548866] [INFO ] [main      ] Progress: 402/403 forecasts completed (99.8%). DOMO finished in 0.7s. ETA: 0.2s. Rate: 352.09 forecasts/min
[2025-12-29T20:36:42.715988] [DEBUG] [MAG       ] MCO: Forecast date (T1) determined as 2025-12-30
[2025-12-29T20:36:42.882837] [INFO ] [LOCAL     ] MCO: Saved forecast.
[2025-12-29T20:36:42.882913] [INFO ] [main      ] MCO: Signal=1 (Conf=90.0%), Magnitude=-0.22% (Conf=45.5943%)
[2025-12-29T20:36:42.883446] [INFO ] [main      ] Progress: 403/403 forecasts completed (100.0%). MCO finished in 0.7s. ETA: 0.0s. Rate: 351.25 forecasts/min
[2025-12-29T20:36:42.910724] [INFO ] [main      ] Parallel forecast generation completed in 1m 9s. Processed 403 forecasts.
[2025-12-29T20:36:42.910878] [INFO ] [main      ] Generated and saved 403 forecast pairs.
[2025-12-29T20:36:43.560489] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Generation Completed (403/403 @ 100.00%)'
[2025-12-29T20:36:43.561724] [INFO ] [MODE      ] Ignoring multithreaded flag for report generation
[2025-12-29T20:36:43.561783] [INFO ] [main      ] Fetching available MAG forecast dates...
[2025-12-29T20:36:43.562089] [INFO ] [main      ] Found 30 forecast dates
[2025-12-29T20:36:43.562129] [INFO ] [main      ] Processing forecast date: 2025-11-17
[2025-12-29T20:36:43.685325] [INFO ] [main      ] Overwriting existing report for 2025-11-17
[2025-12-29T20:36:43.690186] [INFO ] [main      ] Generated forecast report for 2025-11-17: 472 forecasts
[2025-12-29T20:36:43.690315] [INFO ] [main      ] Processing forecast date: 2025-11-18
[2025-12-29T20:36:43.788319] [INFO ] [main      ] Overwriting existing report for 2025-11-18
[2025-12-29T20:36:43.789924] [INFO ] [main      ] Generated forecast report for 2025-11-18: 421 forecasts
[2025-12-29T20:36:43.790024] [INFO ] [main      ] Processing forecast date: 2025-11-19
[2025-12-29T20:36:43.910486] [INFO ] [main      ] Overwriting existing report for 2025-11-19
[2025-12-29T20:36:43.912272] [INFO ] [main      ] Generated forecast report for 2025-11-19: 480 forecasts
[2025-12-29T20:36:43.912380] [INFO ] [main      ] Processing forecast date: 2025-11-20
[2025-12-29T20:36:44.008219] [INFO ] [main      ] Overwriting existing report for 2025-11-20
[2025-12-29T20:36:44.009849] [INFO ] [main      ] Generated forecast report for 2025-11-20: 423 forecasts
[2025-12-29T20:36:44.009960] [INFO ] [main      ] Processing forecast date: 2025-11-21
[2025-12-29T20:36:44.125613] [INFO ] [main      ] Overwriting existing report for 2025-11-21
[2025-12-29T20:36:44.146431] [INFO ] [main      ] Generated forecast report for 2025-11-21: 368 forecasts
[2025-12-29T20:36:44.146530] [INFO ] [main      ] Processing forecast date: 2025-11-24
[2025-12-29T20:36:44.268664] [INFO ] [main      ] Overwriting existing report for 2025-11-24
[2025-12-29T20:36:44.270561] [INFO ] [main      ] Generated forecast report for 2025-11-24: 527 forecasts
[2025-12-29T20:36:44.270684] [INFO ] [main      ] Processing forecast date: 2025-11-25
[2025-12-29T20:36:44.388839] [INFO ] [main      ] Overwriting existing report for 2025-11-25
[2025-12-29T20:36:44.391594] [INFO ] [main      ] Generated forecast report for 2025-11-25: 524 forecasts
[2025-12-29T20:36:44.391733] [INFO ] [main      ] Processing forecast date: 2025-11-26
[2025-12-29T20:36:44.502083] [INFO ] [main      ] Overwriting existing report for 2025-11-26
[2025-12-29T20:36:44.504897] [INFO ] [main      ] Generated forecast report for 2025-11-26: 452 forecasts
[2025-12-29T20:36:44.505040] [INFO ] [main      ] Processing forecast date: 2025-11-28
[2025-12-29T20:36:44.735258] [INFO ] [main      ] Overwriting existing report for 2025-11-28
[2025-12-29T20:36:44.738828] [INFO ] [main      ] Generated forecast report for 2025-11-28: 1002 forecasts
[2025-12-29T20:36:44.739007] [INFO ] [main      ] Processing forecast date: 2025-12-01
[2025-12-29T20:36:44.926353] [INFO ] [main      ] Overwriting existing report for 2025-12-01
[2025-12-29T20:36:44.929299] [INFO ] [main      ] Generated forecast report for 2025-12-01: 835 forecasts
[2025-12-29T20:36:44.929448] [INFO ] [main      ] Processing forecast date: 2025-12-02
[2025-12-29T20:36:45.123914] [INFO ] [main      ] Overwriting existing report for 2025-12-02
[2025-12-29T20:36:45.126614] [INFO ] [main      ] Generated forecast report for 2025-12-02: 769 forecasts
[2025-12-29T20:36:45.126755] [INFO ] [main      ] Processing forecast date: 2025-12-03
[2025-12-29T20:36:45.344699] [INFO ] [main      ] Overwriting existing report for 2025-12-03
[2025-12-29T20:36:45.348213] [INFO ] [main      ] Generated forecast report for 2025-12-03: 965 forecasts
[2025-12-29T20:36:45.348374] [INFO ] [main      ] Processing forecast date: 2025-12-04
[2025-12-29T20:36:45.607895] [INFO ] [main      ] Overwriting existing report for 2025-12-04
[2025-12-29T20:36:45.611139] [INFO ] [main      ] Generated forecast report for 2025-12-04: 965 forecasts
[2025-12-29T20:36:45.611294] [INFO ] [main      ] Processing forecast date: 2025-12-05
[2025-12-29T20:36:45.829415] [INFO ] [main      ] Overwriting existing report for 2025-12-05
[2025-12-29T20:36:45.832710] [INFO ] [main      ] Generated forecast report for 2025-12-05: 970 forecasts
[2025-12-29T20:36:45.832875] [INFO ] [main      ] Processing forecast date: 2025-12-08
[2025-12-29T20:36:46.043286] [INFO ] [main      ] Overwriting existing report for 2025-12-08
[2025-12-29T20:36:46.046503] [INFO ] [main      ] Generated forecast report for 2025-12-08: 935 forecasts
[2025-12-29T20:36:46.046669] [INFO ] [main      ] Processing forecast date: 2025-12-09
[2025-12-29T20:36:46.257927] [INFO ] [main      ] Overwriting existing report for 2025-12-09
[2025-12-29T20:36:46.261248] [INFO ] [main      ] Generated forecast report for 2025-12-09: 970 forecasts
[2025-12-29T20:36:46.261404] [INFO ] [main      ] Processing forecast date: 2025-12-10
[2025-12-29T20:36:46.366880] [INFO ] [main      ] Overwriting existing report for 2025-12-10
[2025-12-29T20:36:46.368488] [INFO ] [main      ] Generated forecast report for 2025-12-10: 438 forecasts
[2025-12-29T20:36:46.368604] [INFO ] [main      ] Processing forecast date: 2025-12-11
[2025-12-29T20:36:46.467429] [INFO ] [main      ] Overwriting existing report for 2025-12-11
[2025-12-29T20:36:46.469096] [INFO ] [main      ] Generated forecast report for 2025-12-11: 430 forecasts
[2025-12-29T20:36:46.469202] [INFO ] [main      ] Processing forecast date: 2025-12-12
[2025-12-29T20:36:46.573751] [INFO ] [main      ] Overwriting existing report for 2025-12-12
[2025-12-29T20:36:46.575302] [INFO ] [main      ] Generated forecast report for 2025-12-12: 412 forecasts
[2025-12-29T20:36:46.575412] [INFO ] [main      ] Processing forecast date: 2025-12-15
[2025-12-29T20:36:46.663473] [INFO ] [main      ] Overwriting existing report for 2025-12-15
[2025-12-29T20:36:46.665094] [INFO ] [main      ] Generated forecast report for 2025-12-15: 415 forecasts
[2025-12-29T20:36:46.665232] [INFO ] [main      ] Processing forecast date: 2025-12-16
[2025-12-29T20:36:46.754728] [INFO ] [main      ] Overwriting existing report for 2025-12-16
[2025-12-29T20:36:46.756369] [INFO ] [main      ] Generated forecast report for 2025-12-16: 429 forecasts
[2025-12-29T20:36:46.756484] [INFO ] [main      ] Processing forecast date: 2025-12-17
[2025-12-29T20:36:46.862307] [INFO ] [main      ] Overwriting existing report for 2025-12-17
[2025-12-29T20:36:46.863966] [INFO ] [main      ] Generated forecast report for 2025-12-17: 434 forecasts
[2025-12-29T20:36:46.864083] [INFO ] [main      ] Processing forecast date: 2025-12-18
[2025-12-29T20:36:46.969916] [INFO ] [main      ] Overwriting existing report for 2025-12-18
[2025-12-29T20:36:46.971538] [INFO ] [main      ] Generated forecast report for 2025-12-18: 430 forecasts
[2025-12-29T20:36:46.971665] [INFO ] [main      ] Processing forecast date: 2025-12-19
[2025-12-29T20:36:47.055182] [INFO ] [main      ] Overwriting existing report for 2025-12-19
[2025-12-29T20:36:47.056819] [INFO ] [main      ] Generated forecast report for 2025-12-19: 421 forecasts
[2025-12-29T20:36:47.056930] [INFO ] [main      ] Processing forecast date: 2025-12-22
[2025-12-29T20:36:47.156652] [INFO ] [main      ] Overwriting existing report for 2025-12-22
[2025-12-29T20:36:47.158366] [INFO ] [main      ] Generated forecast report for 2025-12-22: 455 forecasts
[2025-12-29T20:36:47.158475] [INFO ] [main      ] Processing forecast date: 2025-12-23
[2025-12-29T20:36:47.248499] [INFO ] [main      ] Overwriting existing report for 2025-12-23
[2025-12-29T20:36:47.250500] [INFO ] [main      ] Generated forecast report for 2025-12-23: 426 forecasts
[2025-12-29T20:36:47.250623] [INFO ] [main      ] Processing forecast date: 2025-12-24
[2025-12-29T20:36:47.339995] [INFO ] [main      ] Overwriting existing report for 2025-12-24
[2025-12-29T20:36:47.341547] [INFO ] [main      ] Generated forecast report for 2025-12-24: 403 forecasts
[2025-12-29T20:36:47.341664] [INFO ] [main      ] Processing forecast date: 2025-12-26
[2025-12-29T20:36:47.416101] [INFO ] [main      ] Overwriting existing report for 2025-12-26
[2025-12-29T20:36:47.417628] [INFO ] [main      ] Generated forecast report for 2025-12-26: 364 forecasts
[2025-12-29T20:36:47.417734] [INFO ] [main      ] Processing forecast date: 2025-12-29
[2025-12-29T20:36:47.513893] [INFO ] [main      ] Overwriting existing report for 2025-12-29
[2025-12-29T20:36:47.515438] [INFO ] [main      ] Generated forecast report for 2025-12-29: 409 forecasts
[2025-12-29T20:36:47.515546] [INFO ] [main      ] Processing forecast date: 2025-12-30
[2025-12-29T20:36:47.524750] [INFO ] [main      ] Generated forecast report for 2025-12-30: 403 forecasts
[2025-12-29T20:36:47.524843] [INFO ] [main      ] Generated 30/30 forecast reports
[2025-12-29T20:36:47.524893] [INFO ] [main      ] Reading forecast report for email: ./output/forecasts/full/2025-12-30.txt
[2025-12-29T20:36:48.073749] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Report - 2025-12-30'
[2025-12-29T20:36:48.073928] [INFO ] [main      ] Forecast report email sent for 2025-12-30
[2025-12-29T20:36:48.074006] [INFO ] [MAG       ] MAG operation completed successfully
[2025-12-29T20:36:48.074202] [WARN ] [STATE     ] State set to: COMPLETED_OK
[2025-12-29T20:36:48.074376] [INFO ] [STATE     ] Last completion updated: 2025-12-29T20:36:48.074261